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Theoretical Research: Definition, Methods + Examples

Research is the careful study of a particular research problem or concern using the scientific method. A theory is essential for any research project because it gives it direction and helps prove or disprove something. Theoretical basis helps us figure out how things work and why we do certain things.

Theoretical research lets you examine and discuss a research object using philosophical ideas and abstract theoretical structures.

In theoretical research, you can’t look at the research object directly. With the help of research literature, your research aims to define and sketch out the chosen topic’s conceptual models, explanations, and structures.

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This blog will cover theoretical research and why it is essential. In addition to that, we are going to go over some examples.

What is the theoretical research?

Theoretical research is the systematic examination of a set of beliefs and assumptions.

It aims to learn more about a subject and help us understand it better. The information gathered in this way is not used for anything in particular because this kind of research aims to learn more.

All professionals, like biologists, chemists, engineers, architects, philosophers, writers, sociologists, historians, etc., can do theoretical research. No matter what field you work in, theoretical research is the foundation for new ideas.

It tries to answer basic questions about people, which is why this kind of research is used in every field of knowledge.

For example , a researcher starts with the idea that we need to understand the world around us. To do this, he begins with a hypothesis and tests it through experiments that will help him develop new ideas. 

What is the theoretical framework?

A theoretical framework is a critical component in research that provides a structured foundation for investigating a specific topic or problem. It encompasses a set of interconnected theories, existing theories, and concepts that guide the entire research process. 

The theoretical framework introduces a comprehensive understanding of the subject matter. Also, the theoretical framework strengthens the research’s validity and specifies the key elements that will be explored. Furthermore, it connects different ideas and theories, forming a cohesive structure that underpins the research endeavor.

A complete theoretical framework consists of a network of theories, existing theories, and concepts that collectively shape the direction of a research study. 

The theoretical framework is the fundamental principle that will be explored, strengthens the research’s credibility by aligning it with established knowledge, specifies the variables under investigation, and connects different aspects of the research to create a unified approach.

Theoretical frameworks are the intellectual scaffolding upon which the research is constructed. It is the lens through which researchers view their subject, guiding their choice of methodologies, data collection, analysis, and interpretation. By incorporating existing theory, and established concepts, a theoretical framework not only grounds the research but also provides a coherent roadmap for exploring the intricacies of the chosen topic.

Benefits of theoretical research

Theoretical research yields a wealth of benefits across various fields, from social sciences to human resource development and political science. Here’s a breakdown of these benefits while incorporating the requested topics:

Predictive power

Theoretical models are the cornerstone of theoretical research. They grant us predictive power, enabling us to forecast intricate behaviors within complex systems, like societal interactions. In political science, for instance, a theoretical model helps anticipate potential outcomes of policy changes.

Understanding human behavior

Drawing from key social science theories, it assists us in deciphering human behavior and societal dynamics. For instance, in the context of human resource development, theories related to motivation and psychology provide insights into how to effectively manage a diverse workforce.

Optimizing workforce

In the realm of human resource development, insights gleaned from theoretical research, along with the research methods knowledge base, help create targeted training programs. By understanding various learning methodologies and psychological factors, organizations can optimize workforce training for better results.

Building on foundations

It doesn’t exist in isolation; it builds upon existing theories. For instance, within the human resource development handbook, theoretical research expands established concepts, refining their applicability to contemporary organizational challenges.

Ethical policy formulation

Within political science, theoretical research isn’t confined to governance structures. It extends to ethical considerations, aiding policymakers in creating policies that balance the collective good with individual rights, ensuring just and fair governance. 

Rigorous investigations

Theoretical research underscores the importance of research methods knowledge base. This knowledge equips researchers in theory-building research methods and other fields to design robust research methodologies, yielding accurate data and credible insights.

Long-term impact

Theoretical research leaves a lasting impact. The theoretical models and insights from key social science theories provide enduring frameworks for subsequent research, contributing to the cumulative growth of knowledge in these fields.

Innovation and practical applications

It doesn’t merely remain theoretical. It inspires innovation and practical applications. By merging insights from diverse theories and fields, practitioners in human resource development devise innovative strategies to foster employee growth and well-being.

Theoretical research method

Researchers follow so many methods when doing research. There are two types of theoretical research methods.

• Scientific methods
• Social science method 

Let’s explore them below:

Scientific method

Scientific methods have some important points that you should know. Let’s figure them out below:

• Observation: Any part you want to explain can be found through observation. It helps define the area of research.
• Hypothesis: The hypothesis is the idea put into words, which helps us figure out what we see.
• Experimentation: Hypotheses are tested through experiments to see if they are true. These experiments are different for each research.
• Theory: When we create a theory, we do it because we believe it will explain hypotheses of higher probability.
• Conclusions: Conclusions are the learnings we derive from our investigation.

Social science methods

There are different methods for social science theoretical research. It consists of polls, documentation, and statistical analysis.

• Polls: It is a process whereby the researcher uses a topic-specific questionnaire to gather data. No changes are made to the environment or the phenomenon where the polls are conducted to get the most accurate results. QuestionPro live polls are a great way to get live audiences involved and engaged.
• Documentation: Documentation is a helpful and valuable technique that helps the researcher learn more about the subject. It means visiting libraries or other specialized places, like documentation centers, to look at the existing bibliography. With the documentation, you can find out what came before the investigated topic and what other investigations have found. This step is important because it shows whether or not similar investigations have been done before and what the results were.
• Statistic analysis : Statistics is a branch of math that looks at random events and differences. It follows the rules that are established by probability. It’s used a lot in sociology and language research. 

Examples of theoretical research

We talked about theoretical study methods in the previous part. We’ll give you some examples to help you understand it better.

Example 1: Theoretical research into the health benefits of hemp

The plant’s active principles are extracted and evaluated, and by studying their components, it is possible to determine what they contain and whether they can potentially serve as a medication.

Example 2: Linguistics research

Investigate to determine how many people in the Basque Country speak Basque. Surveys can be used to determine the number of native Basque speakers and those who speak Basque as a second language.

Example 3: Philosophical research

Research politics and ethics as they are presented in the writings of Hanna Arendt from a theoretical perspective.

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From our above discussion, we learned about theoretical research and its methods and gave some examples. It explains things and leads to more knowledge for the sake of knowledge. This kind of research tries to find out more about a thing or an idea, but the results may take time to be helpful in the real world. 

This research is sometimes called basic research. Theoretical research is an important process that gives researchers valuable data with insight.

QuestionPro is a strong platform for managing your data. You can conduct simple surveys to more complex research using QuestionPro survey software.

At QuestionPro, we give researchers tools for collecting data, such as our survey software and a library of insights for any long-term study. Contact our expert team to find out more about it.

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Home » Theoretical Framework – Types, Examples and Writing Guide

Theoretical Framework – Types, Examples and Writing Guide

Table of Contents

Theoretical Framework

Definition:

Theoretical framework refers to a set of concepts, theories, ideas , and assumptions that serve as a foundation for understanding a particular phenomenon or problem. It provides a conceptual framework that helps researchers to design and conduct their research, as well as to analyze and interpret their findings.

In research, a theoretical framework explains the relationship between various variables, identifies gaps in existing knowledge, and guides the development of research questions, hypotheses, and methodologies. It also helps to contextualize the research within a broader theoretical perspective, and can be used to guide the interpretation of results and the formulation of recommendations.

Types of Theoretical Framework

Types of Types of Theoretical Framework are as follows:

Conceptual Framework

This type of framework defines the key concepts and relationships between them. It helps to provide a theoretical foundation for a study or research project .

Deductive Framework

This type of framework starts with a general theory or hypothesis and then uses data to test and refine it. It is often used in quantitative research .

Inductive Framework

This type of framework starts with data and then develops a theory or hypothesis based on the patterns and themes that emerge from the data. It is often used in qualitative research .

Empirical Framework

This type of framework focuses on the collection and analysis of empirical data, such as surveys or experiments. It is often used in scientific research .

Normative Framework

This type of framework defines a set of norms or values that guide behavior or decision-making. It is often used in ethics and social sciences.

Explanatory Framework

This type of framework seeks to explain the underlying mechanisms or causes of a particular phenomenon or behavior. It is often used in psychology and social sciences.

Components of Theoretical Framework

The components of a theoretical framework include:

• Concepts : The basic building blocks of a theoretical framework. Concepts are abstract ideas or generalizations that represent objects, events, or phenomena.
• Variables : These are measurable and observable aspects of a concept. In a research context, variables can be manipulated or measured to test hypotheses.
• Assumptions : These are beliefs or statements that are taken for granted and are not tested in a study. They provide a starting point for developing hypotheses.
• Propositions : These are statements that explain the relationships between concepts and variables in a theoretical framework.
• Hypotheses : These are testable predictions that are derived from the theoretical framework. Hypotheses are used to guide data collection and analysis.
• Constructs : These are abstract concepts that cannot be directly measured but are inferred from observable variables. Constructs provide a way to understand complex phenomena.
• Models : These are simplified representations of reality that are used to explain, predict, or control a phenomenon.

How to Write Theoretical Framework

A theoretical framework is an essential part of any research study or paper, as it helps to provide a theoretical basis for the research and guide the analysis and interpretation of the data. Here are some steps to help you write a theoretical framework:

• Identify the key concepts and variables : Start by identifying the main concepts and variables that your research is exploring. These could include things like motivation, behavior, attitudes, or any other relevant concepts.
• Review relevant literature: Conduct a thorough review of the existing literature in your field to identify key theories and ideas that relate to your research. This will help you to understand the existing knowledge and theories that are relevant to your research and provide a basis for your theoretical framework.
• Develop a conceptual framework : Based on your literature review, develop a conceptual framework that outlines the key concepts and their relationships. This framework should provide a clear and concise overview of the theoretical perspective that underpins your research.
• Identify hypotheses and research questions: Based on your conceptual framework, identify the hypotheses and research questions that you want to test or explore in your research.
• Test your theoretical framework: Once you have developed your theoretical framework, test it by applying it to your research data. This will help you to identify any gaps or weaknesses in your framework and refine it as necessary.
• Write up your theoretical framework: Finally, write up your theoretical framework in a clear and concise manner, using appropriate terminology and referencing the relevant literature to support your arguments.

Theoretical Framework Examples

Here are some examples of theoretical frameworks:

• Social Learning Theory : This framework, developed by Albert Bandura, suggests that people learn from their environment, including the behaviors of others, and that behavior is influenced by both external and internal factors.
• Maslow’s Hierarchy of Needs : Abraham Maslow proposed that human needs are arranged in a hierarchy, with basic physiological needs at the bottom, followed by safety, love and belonging, esteem, and self-actualization at the top. This framework has been used in various fields, including psychology and education.
• Ecological Systems Theory : This framework, developed by Urie Bronfenbrenner, suggests that a person’s development is influenced by the interaction between the individual and the various environments in which they live, such as family, school, and community.
• Feminist Theory: This framework examines how gender and power intersect to influence social, cultural, and political issues. It emphasizes the importance of understanding and challenging systems of oppression.
• Cognitive Behavioral Theory: This framework suggests that our thoughts, beliefs, and attitudes influence our behavior, and that changing our thought patterns can lead to changes in behavior and emotional responses.
• Attachment Theory: This framework examines the ways in which early relationships with caregivers shape our later relationships and attachment styles.
• Critical Race Theory : This framework examines how race intersects with other forms of social stratification and oppression to perpetuate inequality and discrimination.

When to Have A Theoretical Framework

Following are some situations When to Have A Theoretical Framework:

• A theoretical framework should be developed when conducting research in any discipline, as it provides a foundation for understanding the research problem and guiding the research process.
• A theoretical framework is essential when conducting research on complex phenomena, as it helps to organize and structure the research questions, hypotheses, and findings.
• A theoretical framework should be developed when the research problem requires a deeper understanding of the underlying concepts and principles that govern the phenomenon being studied.
• A theoretical framework is particularly important when conducting research in social sciences, as it helps to explain the relationships between variables and provides a framework for testing hypotheses.
• A theoretical framework should be developed when conducting research in applied fields, such as engineering or medicine, as it helps to provide a theoretical basis for the development of new technologies or treatments.
• A theoretical framework should be developed when conducting research that seeks to address a specific gap in knowledge, as it helps to define the problem and identify potential solutions.
• A theoretical framework is also important when conducting research that involves the analysis of existing theories or concepts, as it helps to provide a framework for comparing and contrasting different theories and concepts.
• A theoretical framework should be developed when conducting research that seeks to make predictions or develop generalizations about a particular phenomenon, as it helps to provide a basis for evaluating the accuracy of these predictions or generalizations.
• Finally, a theoretical framework should be developed when conducting research that seeks to make a contribution to the field, as it helps to situate the research within the broader context of the discipline and identify its significance.

Purpose of Theoretical Framework

The purposes of a theoretical framework include:

• Providing a conceptual framework for the study: A theoretical framework helps researchers to define and clarify the concepts and variables of interest in their research. It enables researchers to develop a clear and concise definition of the problem, which in turn helps to guide the research process.
• Guiding the research design: A theoretical framework can guide the selection of research methods, data collection techniques, and data analysis procedures. By outlining the key concepts and assumptions underlying the research questions, the theoretical framework can help researchers to identify the most appropriate research design for their study.
• Supporting the interpretation of research findings: A theoretical framework provides a framework for interpreting the research findings by helping researchers to make connections between their findings and existing theory. It enables researchers to identify the implications of their findings for theory development and to assess the generalizability of their findings.
• Enhancing the credibility of the research: A well-developed theoretical framework can enhance the credibility of the research by providing a strong theoretical foundation for the study. It demonstrates that the research is based on a solid understanding of the relevant theory and that the research questions are grounded in a clear conceptual framework.
• Facilitating communication and collaboration: A theoretical framework provides a common language and conceptual framework for researchers, enabling them to communicate and collaborate more effectively. It helps to ensure that everyone involved in the research is working towards the same goals and is using the same concepts and definitions.

Characteristics of Theoretical Framework

Some of the characteristics of a theoretical framework include:

• Conceptual clarity: The concepts used in the theoretical framework should be clearly defined and understood by all stakeholders.
• Logical coherence : The framework should be internally consistent, with each concept and assumption logically connected to the others.
• Empirical relevance: The framework should be based on empirical evidence and research findings.
• Parsimony : The framework should be as simple as possible, without sacrificing its ability to explain the phenomenon in question.
• Flexibility : The framework should be adaptable to new findings and insights.
• Testability : The framework should be testable through research, with clear hypotheses that can be falsified or supported by data.
• Applicability : The framework should be useful for practical applications, such as designing interventions or policies.

Advantages of Theoretical Framework

Here are some of the advantages of having a theoretical framework:

• Provides a clear direction : A theoretical framework helps researchers to identify the key concepts and variables they need to study and the relationships between them. This provides a clear direction for the research and helps researchers to focus their efforts and resources.
• Increases the validity of the research: A theoretical framework helps to ensure that the research is based on sound theoretical principles and concepts. This increases the validity of the research by ensuring that it is grounded in established knowledge and is not based on arbitrary assumptions.
• Enables comparisons between studies : A theoretical framework provides a common language and set of concepts that researchers can use to compare and contrast their findings. This helps to build a cumulative body of knowledge and allows researchers to identify patterns and trends across different studies.
• Helps to generate hypotheses: A theoretical framework provides a basis for generating hypotheses about the relationships between different concepts and variables. This can help to guide the research process and identify areas that require further investigation.
• Facilitates communication: A theoretical framework provides a common language and set of concepts that researchers can use to communicate their findings to other researchers and to the wider community. This makes it easier for others to understand the research and its implications.

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What Is a Theoretical Framework? | Guide to Organizing

Published on October 14, 2022 by Sarah Vinz . Revised on November 20, 2023 by Tegan George.

A theoretical framework is a foundational review of existing theories that serves as a roadmap for developing the arguments you will use in your own work.

Theories are developed by researchers to explain phenomena, draw connections, and make predictions. In a theoretical framework, you explain the existing theories that support your research, showing that your paper or dissertation topic is relevant and grounded in established ideas.

In other words, your theoretical framework justifies and contextualizes your later research, and it’s a crucial first step for your research paper , thesis , or dissertation . A well-rounded theoretical framework sets you up for success later on in your research and writing process.

Table of contents

Why do you need a theoretical framework, how to write a theoretical framework, structuring your theoretical framework, example of a theoretical framework, other interesting articles, frequently asked questions about theoretical frameworks.

Before you start your own research, it’s crucial to familiarize yourself with the theories and models that other researchers have already developed. Your theoretical framework is your opportunity to present and explain what you’ve learned, situated within your future research topic.

There’s a good chance that many different theories about your topic already exist, especially if the topic is broad. In your theoretical framework, you will evaluate, compare, and select the most relevant ones.

By “framing” your research within a clearly defined field, you make the reader aware of the assumptions that inform your approach, showing the rationale behind your choices for later sections, like methodology and discussion . This part of your dissertation lays the foundations that will support your analysis, helping you interpret your results and make broader generalizations .

• In literature , a scholar using postmodernist literary theory would analyze The Great Gatsby differently than a scholar using Marxist literary theory.
• In psychology , a behaviorist approach to depression would involve different research methods and assumptions than a psychoanalytic approach.
• In economics , wealth inequality would be explained and interpreted differently based on a classical economics approach than based on a Keynesian economics one.

To create your own theoretical framework, you can follow these three steps:

• Identifying your key concepts
• Evaluating and explaining relevant theories
• Showing how your research fits into existing research

1. Identify your key concepts

The first step is to pick out the key terms from your problem statement and research questions . Concepts often have multiple definitions, so your theoretical framework should also clearly define what you mean by each term.

To investigate this problem, you have identified and plan to focus on the following problem statement, objective, and research questions:

Problem : Many online customers do not return to make subsequent purchases.

Objective : To increase the quantity of return customers.

Research question : How can the satisfaction of company X’s online customers be improved in order to increase the quantity of return customers?

2. Evaluate and explain relevant theories

By conducting a thorough literature review , you can determine how other researchers have defined these key concepts and drawn connections between them. As you write your theoretical framework, your aim is to compare and critically evaluate the approaches that different authors have taken.

After discussing different models and theories, you can establish the definitions that best fit your research and justify why. You can even combine theories from different fields to build your own unique framework if this better suits your topic.

Make sure to at least briefly mention each of the most important theories related to your key concepts. If there is a well-established theory that you don’t want to apply to your own research, explain why it isn’t suitable for your purposes.

3. Show how your research fits into existing research

Apart from summarizing and discussing existing theories, your theoretical framework should show how your project will make use of these ideas and take them a step further.

You might aim to do one or more of the following:

• Test whether a theory holds in a specific, previously unexamined context
• Use an existing theory as a basis for interpreting your results
• Critique or challenge a theory
• Combine different theories in a new or unique way

A theoretical framework can sometimes be integrated into a literature review chapter , but it can also be included as its own chapter or section in your dissertation. As a rule of thumb, if your research involves dealing with a lot of complex theories, it’s a good idea to include a separate theoretical framework chapter.

There are no fixed rules for structuring your theoretical framework, but it’s best to double-check with your department or institution to make sure they don’t have any formatting guidelines. The most important thing is to create a clear, logical structure. There are a few ways to do this:

• Draw on your research questions, structuring each section around a question or key concept
• Organize by theory cluster
• Organize by date

It’s important that the information in your theoretical framework is clear for your reader. Make sure to ask a friend to read this section for you, or use a professional proofreading service .

As in all other parts of your research paper , thesis , or dissertation , make sure to properly cite your sources to avoid plagiarism .

To get a sense of what this part of your thesis or dissertation might look like, take a look at our full example .

If you want to know more about AI for academic writing, AI tools, or research bias, make sure to check out some of our other articles with explanations and examples or go directly to our tools!

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While a theoretical framework describes the theoretical underpinnings of your work based on existing research, a conceptual framework allows you to draw your own conclusions, mapping out the variables you may use in your study and the interplay between them.

A literature review and a theoretical framework are not the same thing and cannot be used interchangeably. While a theoretical framework describes the theoretical underpinnings of your work, a literature review critically evaluates existing research relating to your topic. You’ll likely need both in your dissertation .

A theoretical framework can sometimes be integrated into a  literature review chapter , but it can also be included as its own chapter or section in your dissertation . As a rule of thumb, if your research involves dealing with a lot of complex theories, it’s a good idea to include a separate theoretical framework chapter.

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Theories are formulated to explain, predict, and understand phenomena and, in many cases, to challenge and extend existing knowledge within the limits of critical bounded assumptions or predictions of behavior. The theoretical framework is the structure that can hold or support a theory of a research study. The theoretical framework encompasses not just the theory, but the narrative explanation about how the researcher engages in using the theory and its underlying assumptions to investigate the research problem. It is the structure of your paper that summarizes concepts, ideas, and theories derived from prior research studies and which was synthesized in order to form a conceptual basis for your analysis and interpretation of meaning found within your research.

Abend, Gabriel. "The Meaning of Theory." Sociological Theory 26 (June 2008): 173–199; Kivunja, Charles. "Distinguishing between Theory, Theoretical Framework, and Conceptual Framework: A Systematic Review of Lessons from the Field." International Journal of Higher Education 7 (December 2018): 44-53; Swanson, Richard A. Theory Building in Applied Disciplines . San Francisco, CA: Berrett-Koehler Publishers 2013; Varpio, Lara, Elise Paradis, Sebastian Uijtdehaage, and Meredith Young. "The Distinctions between Theory, Theoretical Framework, and Conceptual Framework." Academic Medicine 95 (July 2020): 989-994.

Importance of Theory and a Theoretical Framework

Theories can be unfamiliar to the beginning researcher because they are rarely applied in high school social studies curriculum and, as a result, can come across as unfamiliar and imprecise when first introduced as part of a writing assignment. However, in their most simplified form, a theory is simply a set of assumptions or predictions about something you think will happen based on existing evidence and that can be tested to see if those outcomes turn out to be true. Of course, it is slightly more deliberate than that, therefore, summarized from Kivunja (2018, p. 46), here are the essential characteristics of a theory.

• It is logical and coherent
• It has clear definitions of terms or variables, and has boundary conditions [i.e., it is not an open-ended statement]
• It has a domain where it applies
• It has clearly described relationships among variables
• It describes, explains, and makes specific predictions
• It comprises of concepts, themes, principles, and constructs
• It must have been based on empirical data [i.e., it is not a guess]
• It must have made claims that are subject to testing, been tested and verified
• It must be clear and concise
• Its assertions or predictions must be different and better than those in existing theories
• Its predictions must be general enough to be applicable to and understood within multiple contexts
• Its assertions or predictions are relevant, and if applied as predicted, will result in the predicted outcome
• The assertions and predictions are not immutable, but subject to revision and improvement as researchers use the theory to make sense of phenomena
• Its concepts and principles explain what is going on and why
• Its concepts and principles are substantive enough to enable us to predict a future

Given these characteristics, a theory can best be understood as the foundation from which you investigate assumptions or predictions derived from previous studies about the research problem, but in a way that leads to new knowledge and understanding as well as, in some cases, discovering how to improve the relevance of the theory itself or to argue that the theory is outdated and a new theory needs to be formulated based on new evidence.

A theoretical framework consists of concepts and, together with their definitions and reference to relevant scholarly literature, existing theory that is used for your particular study. The theoretical framework must demonstrate an understanding of theories and concepts that are relevant to the topic of your research paper and that relate to the broader areas of knowledge being considered.

The theoretical framework is most often not something readily found within the literature . You must review course readings and pertinent research studies for theories and analytic models that are relevant to the research problem you are investigating. The selection of a theory should depend on its appropriateness, ease of application, and explanatory power.

The theoretical framework strengthens the study in the following ways :

• An explicit statement of  theoretical assumptions permits the reader to evaluate them critically.
• The theoretical framework connects the researcher to existing knowledge. Guided by a relevant theory, you are given a basis for your hypotheses and choice of research methods.
• Articulating the theoretical assumptions of a research study forces you to address questions of why and how. It permits you to intellectually transition from simply describing a phenomenon you have observed to generalizing about various aspects of that phenomenon.
• Having a theory helps you identify the limits to those generalizations. A theoretical framework specifies which key variables influence a phenomenon of interest and highlights the need to examine how those key variables might differ and under what circumstances.
• The theoretical framework adds context around the theory itself based on how scholars had previously tested the theory in relation their overall research design [i.e., purpose of the study, methods of collecting data or information, methods of analysis, the time frame in which information is collected, study setting, and the methodological strategy used to conduct the research].

By virtue of its applicative nature, good theory in the social sciences is of value precisely because it fulfills one primary purpose: to explain the meaning, nature, and challenges associated with a phenomenon, often experienced but unexplained in the world in which we live, so that we may use that knowledge and understanding to act in more informed and effective ways.

The Conceptual Framework. College of Education. Alabama State University; Corvellec, Hervé, ed. What is Theory?: Answers from the Social and Cultural Sciences . Stockholm: Copenhagen Business School Press, 2013; Asher, Herbert B. Theory-Building and Data Analysis in the Social Sciences . Knoxville, TN: University of Tennessee Press, 1984; Drafting an Argument. Writing@CSU. Colorado State University; Kivunja, Charles. "Distinguishing between Theory, Theoretical Framework, and Conceptual Framework: A Systematic Review of Lessons from the Field." International Journal of Higher Education 7 (2018): 44-53; Omodan, Bunmi Isaiah. "A Model for Selecting Theoretical Framework through Epistemology of Research Paradigms." African Journal of Inter/Multidisciplinary Studies 4 (2022): 275-285; Ravitch, Sharon M. and Matthew Riggan. Reason and Rigor: How Conceptual Frameworks Guide Research . Second edition. Los Angeles, CA: SAGE, 2017; Trochim, William M.K. Philosophy of Research. Research Methods Knowledge Base. 2006; Jarvis, Peter. The Practitioner-Researcher. Developing Theory from Practice . San Francisco, CA: Jossey-Bass, 1999.

Strategies for Developing the Theoretical Framework

I.  Developing the Framework

Here are some strategies to develop of an effective theoretical framework:

• Examine your thesis title and research problem . The research problem anchors your entire study and forms the basis from which you construct your theoretical framework.
• Brainstorm about what you consider to be the key variables in your research . Answer the question, "What factors contribute to the presumed effect?"
• Review related literature to find how scholars have addressed your research problem. Identify the assumptions from which the author(s) addressed the problem.
• List  the constructs and variables that might be relevant to your study. Group these variables into independent and dependent categories.
• Review key social science theories that are introduced to you in your course readings and choose the theory that can best explain the relationships between the key variables in your study [note the Writing Tip on this page].
• Discuss the assumptions or propositions of this theory and point out their relevance to your research.

A theoretical framework is used to limit the scope of the relevant data by focusing on specific variables and defining the specific viewpoint [framework] that the researcher will take in analyzing and interpreting the data to be gathered. It also facilitates the understanding of concepts and variables according to given definitions and builds new knowledge by validating or challenging theoretical assumptions.

II.  Purpose

Think of theories as the conceptual basis for understanding, analyzing, and designing ways to investigate relationships within social systems. To that end, the following roles served by a theory can help guide the development of your framework.

• Means by which new research data can be interpreted and coded for future use,
• Response to new problems that have no previously identified solutions strategy,
• Means for identifying and defining research problems,
• Means for prescribing or evaluating solutions to research problems,
• Ways of discerning certain facts among the accumulated knowledge that are important and which facts are not,
• Means of giving old data new interpretations and new meaning,
• Means by which to identify important new issues and prescribe the most critical research questions that need to be answered to maximize understanding of the issue,
• Means of providing members of a professional discipline with a common language and a frame of reference for defining the boundaries of their profession, and
• Means to guide and inform research so that it can, in turn, guide research efforts and improve professional practice.

Adapted from: Torraco, R. J. “Theory-Building Research Methods.” In Swanson R. A. and E. F. Holton III , editors. Human Resource Development Handbook: Linking Research and Practice . (San Francisco, CA: Berrett-Koehler, 1997): pp. 114-137; Jacard, James and Jacob Jacoby. Theory Construction and Model-Building Skills: A Practical Guide for Social Scientists . New York: Guilford, 2010; Ravitch, Sharon M. and Matthew Riggan. Reason and Rigor: How Conceptual Frameworks Guide Research . Second edition. Los Angeles, CA: SAGE, 2017; Sutton, Robert I. and Barry M. Staw. “What Theory is Not.” Administrative Science Quarterly 40 (September 1995): 371-384.

Structure and Writing Style

The theoretical framework may be rooted in a specific theory , in which case, your work is expected to test the validity of that existing theory in relation to specific events, issues, or phenomena. Many social science research papers fit into this rubric. For example, Peripheral Realism Theory, which categorizes perceived differences among nation-states as those that give orders, those that obey, and those that rebel, could be used as a means for understanding conflicted relationships among countries in Africa. A test of this theory could be the following: Does Peripheral Realism Theory help explain intra-state actions, such as, the disputed split between southern and northern Sudan that led to the creation of two nations?

However, you may not always be asked by your professor to test a specific theory in your paper, but to develop your own framework from which your analysis of the research problem is derived . Based upon the above example, it is perhaps easiest to understand the nature and function of a theoretical framework if it is viewed as an answer to two basic questions:

• What is the research problem/question? [e.g., "How should the individual and the state relate during periods of conflict?"]
• Why is your approach a feasible solution? [i.e., justify the application of your choice of a particular theory and explain why alternative constructs were rejected. I could choose instead to test Instrumentalist or Circumstantialists models developed among ethnic conflict theorists that rely upon socio-economic-political factors to explain individual-state relations and to apply this theoretical model to periods of war between nations].

The answers to these questions come from a thorough review of the literature and your course readings [summarized and analyzed in the next section of your paper] and the gaps in the research that emerge from the review process. With this in mind, a complete theoretical framework will likely not emerge until after you have completed a thorough review of the literature .

Just as a research problem in your paper requires contextualization and background information, a theory requires a framework for understanding its application to the topic being investigated. When writing and revising this part of your research paper, keep in mind the following:

• Clearly describe the framework, concepts, models, or specific theories that underpin your study . This includes noting who the key theorists are in the field who have conducted research on the problem you are investigating and, when necessary, the historical context that supports the formulation of that theory. This latter element is particularly important if the theory is relatively unknown or it is borrowed from another discipline.
• Position your theoretical framework within a broader context of related frameworks, concepts, models, or theories . As noted in the example above, there will likely be several concepts, theories, or models that can be used to help develop a framework for understanding the research problem. Therefore, note why the theory you've chosen is the appropriate one.
• The present tense is used when writing about theory. Although the past tense can be used to describe the history of a theory or the role of key theorists, the construction of your theoretical framework is happening now.
• You should make your theoretical assumptions as explicit as possible . Later, your discussion of methodology should be linked back to this theoretical framework.
• Don’t just take what the theory says as a given! Reality is never accurately represented in such a simplistic way; if you imply that it can be, you fundamentally distort a reader's ability to understand the findings that emerge. Given this, always note the limitations of the theoretical framework you've chosen [i.e., what parts of the research problem require further investigation because the theory inadequately explains a certain phenomena].

The Conceptual Framework. College of Education. Alabama State University; Conceptual Framework: What Do You Think is Going On? College of Engineering. University of Michigan; Drafting an Argument. Writing@CSU. Colorado State University; Lynham, Susan A. “The General Method of Theory-Building Research in Applied Disciplines.” Advances in Developing Human Resources 4 (August 2002): 221-241; Tavallaei, Mehdi and Mansor Abu Talib. "A General Perspective on the Role of Theory in Qualitative Research." Journal of International Social Research 3 (Spring 2010); Ravitch, Sharon M. and Matthew Riggan. Reason and Rigor: How Conceptual Frameworks Guide Research . Second edition. Los Angeles, CA: SAGE, 2017; Reyes, Victoria. Demystifying the Journal Article. Inside Higher Education; Trochim, William M.K. Philosophy of Research. Research Methods Knowledge Base. 2006; Weick, Karl E. “The Work of Theorizing.” In Theorizing in Social Science: The Context of Discovery . Richard Swedberg, editor. (Stanford, CA: Stanford University Press, 2014), pp. 177-194.

Writing Tip

Borrowing Theoretical Constructs from Other Disciplines

An increasingly important trend in the social and behavioral sciences is to think about and attempt to understand research problems from an interdisciplinary perspective. One way to do this is to not rely exclusively on the theories developed within your particular discipline, but to think about how an issue might be informed by theories developed in other disciplines. For example, if you are a political science student studying the rhetorical strategies used by female incumbents in state legislature campaigns, theories about the use of language could be derived, not only from political science, but linguistics, communication studies, philosophy, psychology, and, in this particular case, feminist studies. Building theoretical frameworks based on the postulates and hypotheses developed in other disciplinary contexts can be both enlightening and an effective way to be more engaged in the research topic.

CohenMiller, A. S. and P. Elizabeth Pate. "A Model for Developing Interdisciplinary Research Theoretical Frameworks." The Qualitative Researcher 24 (2019): 1211-1226; Frodeman, Robert. The Oxford Handbook of Interdisciplinarity . New York: Oxford University Press, 2010.

Another Writing Tip

Don't Undertheorize!

Do not leave the theory hanging out there in the introduction never to be mentioned again. Undertheorizing weakens your paper. The theoretical framework you describe should guide your study throughout the paper. Be sure to always connect theory to the review of pertinent literature and to explain in the discussion part of your paper how the theoretical framework you chose supports analysis of the research problem or, if appropriate, how the theoretical framework was found to be inadequate in explaining the phenomenon you were investigating. In that case, don't be afraid to propose your own theory based on your findings.

Yet Another Writing Tip

What's a Theory? What's a Hypothesis?

The terms theory and hypothesis are often used interchangeably in newspapers and popular magazines and in non-academic settings. However, the difference between theory and hypothesis in scholarly research is important, particularly when using an experimental design. A theory is a well-established principle that has been developed to explain some aspect of the natural world. Theories arise from repeated observation and testing and incorporates facts, laws, predictions, and tested assumptions that are widely accepted [e.g., rational choice theory; grounded theory; critical race theory].

A hypothesis is a specific, testable prediction about what you expect to happen in your study. For example, an experiment designed to look at the relationship between study habits and test anxiety might have a hypothesis that states, "We predict that students with better study habits will suffer less test anxiety." Unless your study is exploratory in nature, your hypothesis should always explain what you expect to happen during the course of your research.

The key distinctions are:

• A theory predicts events in a broad, general context;  a hypothesis makes a specific prediction about a specified set of circumstances.
• A theory has been extensively tested and is generally accepted among a set of scholars; a hypothesis is a speculative guess that has yet to be tested.

Cherry, Kendra. Introduction to Research Methods: Theory and Hypothesis. About.com Psychology; Gezae, Michael et al. Welcome Presentation on Hypothesis. Slideshare presentation.

Still Yet Another Writing Tip

Be Prepared to Challenge the Validity of an Existing Theory

Theories are meant to be tested and their underlying assumptions challenged; they are not rigid or intransigent, but are meant to set forth general principles for explaining phenomena or predicting outcomes. Given this, testing theoretical assumptions is an important way that knowledge in any discipline develops and grows. If you're asked to apply an existing theory to a research problem, the analysis will likely include the expectation by your professor that you should offer modifications to the theory based on your research findings.

Indications that theoretical assumptions may need to be modified can include the following:

• Your findings suggest that the theory does not explain or account for current conditions or circumstances or the passage of time,
• The study reveals a finding that is incompatible with what the theory attempts to explain or predict, or
• Your analysis reveals that the theory overly generalizes behaviors or actions without taking into consideration specific factors revealed from your analysis [e.g., factors related to culture, nationality, history, gender, ethnicity, age, geographic location, legal norms or customs , religion, social class, socioeconomic status, etc.].

Philipsen, Kristian. "Theory Building: Using Abductive Search Strategies." In Collaborative Research Design: Working with Business for Meaningful Findings . Per Vagn Freytag and Louise Young, editors. (Singapore: Springer Nature, 2018), pp. 45-71; Shepherd, Dean A. and Roy Suddaby. "Theory Building: A Review and Integration." Journal of Management 43 (2017): 59-86.

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The Ultimate Guide to Qualitative Research - Part 1: The Basics

• Introduction and overview
• What is qualitative research?
• What is qualitative data?
• Examples of qualitative data
• Qualitative vs. quantitative research
• Mixed methods
• Qualitative research preparation
• Introduction
• How do you prepare for qualitative research?

Common theoretical perspectives

Choosing the right perspective, methodological implications, future directions.

• Theoretical framework
• Literature reviews
• Research question
• Conceptual framework
• Conceptual vs. theoretical framework
• Data collection
• Qualitative research methods
• Focus groups
• Observational research
• Case studies
• Ethnographical research
• Ethical considerations
• Confidentiality and privacy
• Power dynamics
• Reflexivity

Theoretical perspective

Prior to any qualitative research design, qualitative researchers can choose a theoretical perspective to apply to their study. Qualitative research needs grounding in a specific epistemology to answer research questions and generate the appropriate research findings. The theoretical perspective guides the creation of theoretical frameworks through which to view the research question, and it can inform the methodology , data collection , analysis , and interpretation of the findings.

Rationale for a theoretical perspective

Let's explore a few reasons why choosing a theoretical perspective is important.

Provides a framework for understanding the phenomenon

A theoretical perspective helps to provide a framework for understanding the phenomenon under investigation. It can help the researcher to identify relevant concepts and variables and to understand how they might be related to each other.

Choosing a theoretical perspective can be vital for psychological qualitative research, for example, as it shapes the way a researcher approaches and comprehends various mental processes and human behaviors under study. A well-chosen theoretical perspective lays the foundation for the research, informing the selection of research questions , methodology , data collection , and data analysis techniques. Furthermore, it situates the study within the larger context of psychological theories and understanding, ensuring that the research contributes meaningfully to the existing body of knowledge. By adopting an appropriate theoretical perspective, such as cognitive, behavioral, or psychodynamic, the researcher can address potential biases and assumptions, thereby enhancing the credibility, validity, and reliability of the findings in the field of psychology.

Shapes research questions

A theoretical perspective can help to shape the research questions , hypotheses , and objectives that the researcher wants to investigate. The questions that are asked will depend on the theoretical perspective and assumptions being made about the phenomenon.

Guides data collection and data analysis

The theoretical perspective can guide the collection and analysis of data by informing the qualitative methods used to collect data, such as interviews , focus groups , or observations . It can also inform the types of data that are collected and the way in which the data are analyzed.

Increases the credibility of the research

Choosing a theoretical perspective can help to increase the credibility of the research by demonstrating that the researcher has thought carefully about the phenomenon being studied and has situated the study within a relevant theoretical framework. This can increase the rigor of the research and make it more likely to be accepted and understood by the academic community.

Overall, choosing a theoretical perspective is important because it helps the researcher to situate the study within a broader context and provides a framework for understanding the phenomenon under investigation.

In qualitative research, theoretical perspectives play a crucial role in guiding the research process and interpreting the findings. This section will provide a brief overview of the major theoretical perspectives in qualitative research, which can be helpful for emerging researchers.

Constructivism

Constructivism is a philosophical and methodological approach that emphasizes the central role of human cognition in constructing knowledge and understanding the world. In qualitative research, constructivism provides a framework for exploring how individuals construct meaning from their experiences, interactions, and the social context in which they live. Constructivism can help researchers adapt to the dynamic nature of human experience and meaning-making.

Interpretivism

Interpretivism is a philosophical and methodological approach that emphasizes the importance of understanding the social world through the subjective experiences and interpretations of individuals. In qualitative research , interpretivism provides a framework for exploring the meanings, beliefs, and values that guide people's actions and decision-making in various social contexts.

Symbolic interactionism

A symbolic interactionist perspective seeks to explain social phenomena and human behavior through the effects that social interaction has on our way of thinking and how we understand the world around us. In this sense, lived experience and subjective perception are key to understanding knowledge and have profound influences on the social structure of groups and cultures.

Critical theory

Critical theory seeks to understand and challenge power structures and social inequalities with the goal of promoting social change. Researchers adopting this perspective aim to expose the underlying causes of social problems and empower marginalized groups. They often focus on issues related to race, gender, class, and other forms of social and economic inequality. Conflict perspective, symbolic violence, and hermeneutical injustice are all central to critical theory as they focus on power inequities and their root causes.

Conflict theory

Conflict theory is a perspective rooted in sociological theory that examines society through the lens of power, inequality, and social conflict. It posits that society is characterized by ongoing struggles for resources and control among different groups. Originating from Karl Marx's work, conflict theory emphasizes the social and economic disparities that lead to tensions and conflicts. In qualitative research, conflict theory provides a framework to understand power dynamics, oppression, and social inequality. It prompts researchers to investigate how conflicts shape social interactions, institutions, and norms. Adopting a conflict theory perspective allows qualitative researchers to illuminate power struggles and social injustices, contributing to efforts for social change.

Critical race theory

While scholars like Foucault developed critical theory to understand and explain social institutions and power in a general sense, critical race theory looks at power inequities primarily within the context of race. Critical race theorists seek to expose and challenge the ways in which racism operates in society and to promote racial justice and equality. Critical race theory has been used to analyze a range of different areas, including education, criminal justice, and housing.

Feminist theory

Feminist theory aims to understand and challenge gender-based power inequalities and promote the social, political, and economic equality of all genders. This perspective emphasizes the need to understand the experiences of women and other marginalized genders, as well as the ways in which gender intersects with other social categories like race and class.

Postmodernism

Postmodernism questions the existence of objective truths and universal narratives, arguing that knowledge is always contextual and contingent. Researchers adopting a postmodern perspective often emphasize the plurality of perspectives, the fragmentation of identities, and the instability of meaning. This approach encourages researchers to critically examine their own assumptions and the power dynamics that influence the research process.

Post-structuralism

Post-structuralism critiques the idea that there are fixed, stable structures that determine meaning and reality. Instead, this perspective emphasizes the complexity, fluidity, and multiple interpretations of social phenomena by challenging theoretical assumptions about the world around us. Researchers adopting a post-structuralist approach often focus on the role of language, discourse, and power in shaping our understanding of the world.

Grounded theory

Grounded theory is an inductive research approach that aims to generate theories grounded in empirical data. Researchers using this perspective collect and analyze data concurrently, allowing the emerging theory to guide the research process. This approach emphasizes the development of conceptual categories and the relationships between them rather than focusing on the testing of pre-existing theories.

These theoretical perspectives are not mutually exclusive and can be combined or adapted to suit the specific research context and goals. By understanding and choosing an appropriate theoretical perspective, researchers can ensure a more coherent and rigorous research process, as well as more meaningful and valid interpretations of their data .

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Selecting an appropriate theoretical perspective is a crucial step in conducting qualitative research, as it shapes the researcher's approach to data collection , analysis , and interpretation . The choice of a theoretical perspective should be informed by the research question , the study's goals, and the researcher's epistemological and ontological assumptions. Here are some key factors to consider when choosing a theoretical perspective for qualitative research:

- Research question and objectives: The research question and objectives should guide the choice of a theoretical perspective. Consider which perspective best aligns with the goals of the study and is most likely to help you address the research question effectively. For example, if your study aims to explore power dynamics and social inequalities, a critical theory or feminist theory perspective may be appropriate.

- Epistemological and ontological assumptions: Your epistemological (how we know what we know) and ontological (the nature of reality) assumptions influence your choice of a theoretical perspective. Reflect on your beliefs about the nature of knowledge and reality, and consider which perspective aligns with these assumptions and the goals of your study. For instance, if you approach knowledge as something that is subjective and contingent, you may lean towards a constructivist, interpretivist, or postmodernist perspective.

- Theoretical and personal interests: Your own theoretical interests and personal experiences may also influence your choice of a theoretical perspective. Consider your background, academic discipline, and areas of expertise, as well as your personal values, experiences, and interests. Choosing a perspective that resonates with your own interests and experiences can help ensure a more engaged and passionate research process.

- Study population and context: The study population and context should also be taken into account when selecting a theoretical perspective. Consider the characteristics of your participants, the setting of the study, and the broader social, cultural, and historical context in which the research takes place. Some perspectives may be more appropriate for specific populations, settings, or contexts, while others may be more applicable across a range of situations.

- Methodological implications: The choice of a theoretical perspective has implications for the research methods and techniques you will employ. Consider which perspective best aligns with the methodological approach you plan to use and is likely to yield the most valuable insights. For example, if you plan to use narrative inquiry or discourse analysis , a postmodernist or post-structuralist perspective may be suitable.

- Flexibility and openness: While it is essential to choose a theoretical perspective that aligns with your research question, goals, and assumptions, it is also important to remain flexible and open to new insights and perspectives that may emerge during the research process. Be prepared to revisit and refine your theoretical perspective as you collect and analyze data , incorporating new ideas and perspectives as appropriate.

By carefully considering all these factors, researchers can select a perspective that will guide and enrich their research process and findings. To understand how these different aspects can be aligned, it is also helpful to pay attention to these when reading other studies published in your area.

As mentioned previously, choosing from the various theoretical perspectives can guide your research inquiry and study design. Let's look more closely at the influences that the right perspective can have on your research methodology.

Theoretical perspectives hold various implications for sampling strategies. Each prioritizes different considerations when selecting participants or cases for study. Researchers should align their sampling strategy with the chosen theoretical perspective to ensure that the selected participants or cases are relevant to the research focus and theoretical framework . For instance, a critical theory perspective may prioritize purposeful sampling to include marginalized or underrepresented voices, while a phenomenological perspective may prioritize maximum variation sampling to capture diverse experiences.

Data collection methods

The theoretical perspective adopted influences the selection of data collection methods in qualitative research. Different perspectives emphasize different types of data and data collection techniques. Researchers need to consider how their chosen theoretical perspective guides the selection and application of appropriate data collection methods to effectively address their research questions . For example, an ethnographic perspective may prioritize participant observation , interviews , and field notes to capture rich contextual data, while a feminist perspective may emphasize the use of narratives and life histories to explore power dynamics .

Data analysis techniques

Data analysis is also impacted by the chosen theoretical perspective. For example, theoretical perspectives inform the selection of analytical frameworks, coding schemes , and interpretation strategies. Researchers should align their data analysis techniques with the theoretical perspective to ensure that the analysis captures the nuances and insights relevant to the research questions. For instance, a poststructuralist perspective may employ discourse analysis to deconstruct power relations and discursive formations, while a grounded theory perspective may employ constant comparative analysis to develop theoretical categories.

Interpretation and findings

Theoretical perspectives shape the interpretation of findings and the construction of knowledge in qualitative research. Researchers must consider how their chosen theoretical perspective guides the interpretation of findings and contributes to the generation of meaningful and contextually situated knowledge. Each perspective offers different lenses through which researchers interpret their data and generate insights. For example, a postcolonial perspective may draw attention to the colonial legacies and power imbalances embedded in the research findings. In contrast, a phenomenological perspective may focus on the lived experiences and subjective meanings.

It is crucial for researchers to recognize that methodological implications are not rigid prescriptions but flexible guidelines. Researchers should adapt and refine their methodological choices based on the specific research context, research questions, and theoretical perspective, considering the strengths and limitations of each approach.

Emerging trends and advancements in theoretical perspectives offer exciting opportunities for researchers to innovate and expand the boundaries of qualitative research . These future directions push the boundaries of traditional theoretical perspectives, exploring new avenues of inquiry and addressing contemporary challenges. This section presents ideas for potential innovations in theoretical perspectives, highlighting areas where qualitative researchers can make significant contributions.

Intersectionality and complex systems thinking

Incorporating intersectionality and complex systems thinking into theoretical perspectives can enhance the understanding of multifaceted social phenomena. Intersectionality recognizes the interconnections between various social categories such as race, gender, class, and sexuality, acknowledging the unique experiences and oppressions that result from their overlapping effects. Complex systems thinking explores the dynamic relationships and feedback loops that shape social systems. By integrating these perspectives, researchers can develop a more nuanced understanding of the complexities and interdependencies within social phenomena.

Global and transnational perspectives

With increasing globalization, researchers can explore theoretical perspectives that transcend national boundaries. Global and transnational perspectives emphasize the interconnectedness of societies, cultures, and institutions across the globe. These perspectives can shed light on global social issues, transnational identities, and the effects of global processes on local contexts. Researchers can adopt theoretical lenses that capture the complexities of global interdependencies, migration, diaspora, and cross-cultural encounters, facilitating a more comprehensive understanding of contemporary social dynamics.

Digital and technological transformations

Advancements in digital technologies have transformed social interactions, communication, and access to information. Researchers can explore theoretical perspectives that incorporate digital and technological dimensions. This includes studying the impact of digital platforms, social media , virtual communities, and artificial intelligence on social structures, power dynamics, identity formation, and social movements. By integrating digital and technological aspects into theoretical frameworks, researchers can better understand the evolving nature of social life in the digital age.

Environmental and ecological perspectives

Given the pressing environmental challenges, researchers can adopt theoretical perspectives that place emphasis on the environment and ecological systems. Environmental and ecological perspectives consider the intricate relationships between humans, their environments, and the natural world. By integrating these perspectives, researchers can explore the sociocultural dimensions of environmental issues, climate change, sustainability, and the interactions between human societies and the natural environment. These perspectives encourage a holistic understanding of social and ecological systems, paving the way for innovative research that addresses urgent environmental concerns.

Critical data studies and ethical implications

As data collection and analysis become increasingly prevalent in society, researchers can engage with critical data studies to examine the societal and ethical implications of data practices. Critical data studies explore issues such as data surveillance, privacy , algorithmic bias, and the power dynamics embedded in data-driven decision-making. By integrating critical perspectives into theoretical frameworks, researchers can investigate how data practices shape social structures, inequalities, and the lived experiences of individuals and communities. This approach encourages reflexivity and ethical considerations in the collection, analysis, and dissemination of data.

Participatory and community-based approaches

To foster more inclusive and empowering research processes, researchers can embrace participatory and community-based approaches within theoretical perspectives. These approaches involve engaging participants and communities as active collaborators, valuing their lived experiences and knowledge. By integrating participatory and community-based practices, researchers can address power imbalances, amplify marginalized voices, and co-create knowledge that is meaningful and relevant to the communities under study. This empowers participants as agents of change and ensures research findings contribute to tangible positive outcomes.

While this discussion may seem to go far afield, embracing future directions in theoretical perspectives offers opportunities for qualitative researchers to innovate and contribute to advancing the field. By incorporating approaches such as intersectionality, complex systems thinking, global perspectives, digital transformations, environmental considerations, critical data studies, or participatory research, researchers can explore new dimensions of social phenomena, address contemporary challenges, and engage in socially relevant research.

These innovations allow for a more comprehensive understanding of complex social dynamics, foster ethical and inclusive research practices, and generate knowledge that can contribute to positive societal change. As the research landscape continues to evolve, qualitative researchers can seize these future directions to push the boundaries of theoretical perspectives, deepen our understanding of the social world, and ultimately make meaningful contributions to academic scholarship and societal well-being.

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Building a Dissertation Conceptual and Theoretical Framework: A Recent Doctoral Graduate Narrates Behind the Curtain Development

Dr. Jordan Tegtmeyer

This article examines the development of conceptual and theoretical frameworks through the lens of one doctoral student’s qualitative dissertation. Using Ravitch and Carl’s (2021) conceptual framework guide, each key component is explored, using my own dissertation as an example. Breaking down each framework section step-by-step, my journey illustrates the iterative process that conceptual framework development requires. While not every conceptual framework is developed in the same way, this iterative approach allows for the production of a robust and sound conceptual framework.

Introduction

While progressing on my doctoral journey I struggled to learn, and then navigate, what it meant to do quality academic research. While I had worked in higher education for over 15 years when I entered into my doctoral program in Higher Education at Penn, and had earned multiple master’s degrees, I felt wholly unprepared to complete a dissertation. It felt, at first, beyond my reach. Now that I have completed the dissertation, my hope is to pay it forward by sharing reflections on the process as a guide to help other researchers navigate the development of a robust conceptual and theoretical framework for their own dissertations.

My journey into this doctoral inquiry began before I even realized it. I entered the program with a strong idea of what I wanted to study but no “academic” frameworks to help me chart the journey. Little did I know that that is in fact what conceptual frameworks do, they help guide you from early ideation to a finalized study. The turning point in my own learning, let’s call it an epiphany of sorts, happened in a qualitative research methods course that introduced Ravitch and Carl’s Qualitative Research: Bridging the Conceptual, Theoretical, and Methodological. I was introduced to the basic concepts needed to turn my own research ideas into actionable research questions. While this was not the only source to guide me on this journey, conversations with peers and professionals, other courses and independent studies also moved me along, it was reading this text that gave me the academic terminology and frameworks I needed to build a robust and rigorous dissertation research design.

To guide the development of strong conceptual and theoretical frameworks I use Ravitch and Carl’s (2021) components of a conceptual framework graphic (p. 38) below:

Using this visual of the framework as a guide, I share how I developed and used theoretical frameworks in a case study dissertation and how the development of my conceptual framework played out in my study. 

Building a Dissertation Study

For context, I describe my dissertation study to bridge the theoretical with the reality of my dissertation. Seeing these ideas and terms applied in a real-world context should provide some guidance on how to address them in the construction of your own conceptual framework.

My dissertation study examined gender equity in college sports, specifically examining institutional characteristics and their potential impact on Title IX compliance. Using case study research, I examined two institutions and then contrasted them to see if there were particular characteristics about those institutions that made them more likely to comply with Title IX’s three-part test. Overall, the study found that there are some institutional characteristics that impact Title IX compliance.

The evolution of a research idea into a study design is useful for understanding the impact that developing a conceptual framework has on this work. Adding the academic structure required to go from idea to fully realized conceptual framework is integral to a sound study. Going into the doctoral program I had a couple of broad ideas I wanted to bring together in a formal study. I knew I wanted to study college sports for a number of reasons including that I am a huge sports fan working in higher education who wanted to better understand the college sports context. I also wanted to integrate issues of gender disparities into my work to better understand disparities around athletic participation between the sexes as outlined by Title IX legislation. For me, the goal was  to bring these broad topics and interests together. Turning these topics into a problem my study could address was critical. Once I made this shift to problem statement, it became about transitioning from problem to research questions from which I could use to drive the potential study.

Understanding this evolution, from a research idea into a study design, is important as it speaks to the understanding the two are not the same. A researcher has to work through an iterative process in order to take a research idea, and through developing their study’s conceptual framework, turn it into a study. Starting with research interests you are passionate about is important, but it is only the first step in a journey to a high-quality research study. For me this meant understanding what made my ideas important and how they could be studied. Why was gender equity in college sports important and what was causing the inequities in athletic participation between the genders? Say a bit more on this–how did you do this?

Developing Guiding Research Questions        

I began with the Ravitch and Carl (2021) conceptual framework diagram as a guide, starting with the research questions positioned at the top. It's important to note that the development of research questions is an active and iterative process that evolves and changes over time. Looking back at notes I took throughout my dissertation journey, I found at least a dozen different iterations of my own research questions. Looking back at the evolution of my own research question, allowed me to see just how iterative of a process this really is. Second, developing research questions is largely about whittling down your broad ideas and interests into something that is scoped in such a way as to be doable.

For me, I started with these broad areas of interest and whittled them down from there, focusing and iterating. Next, I sought to understand the goals of my study and who the intended audiences were (Ravitch & Carl, 2021). I knew I wanted to develop something that was useful for practitioners. Being a higher education practitioner myself, I wanted something people in the field could use and learn from. Knowing this was extremely important to developing the study’s research questions since it helped me to map them onto the goals and audiences I imagined for the study.

The research questions should address the problem you are trying to solve and why it's important (Ravitch & Carl, 2021). For me, the goal was to explore what was causing gender athletic participation inequities and how that fit into broader gender disparities in higher education and the country .

My final research questions show how far they had come from my topics of interest.

• What is the relationship between gender and varsity participation opportunities in collegiate sports?
• What is the relationship of institutional characteristics to gender equity in collegiate sports participation?

Additional questions related to institutional characteristics are:

• What is the range and variation of institutional characteristics among schools that are in compliance with the three-part test of Title IX?
• How do contextual factors mediate their compliance?

At first these questions focused on understanding gender disparities in regards to athletic participation opportunities in college sports. I sought to understand the extent of the disparities and which institutions had them. From there I wanted to understand potential institutional characteristics that could serve as predictors of Title IX compliance. For this, I wanted to explore the impact general institutional characteristics like, undergraduate gender breakdown, might have on creating potential difficulties with navigating Title IX compliance. It was important to investigate the similarities and differences between the two cases in my study. This would help inform whether there were unique things about each institution that were having an effect on Title IX compliance at that institution. This was about understanding what is happening at each of the cases and the reason I chose the methodological approach I did.

Developing Study Goals

A study’s goals are the central part of the conceptual framework as they help turn an interest or concern into a research study. Goal mapping for a study is this process that maps out, or theoretically frames the key goals of the study (Ravitch & Carl, 2021). The study’s goals come from many different sources including personal and professional goals, prior research, existing theory, and a researcher’s own thoughts, interests, and values (Ravitch & Carl, 2021). In my dissertation study, it was a combination of all of those things, although I didn’t realize it at first. The truth is, I didn’t realize I was building conceptual and theoretical frameworks at the time, but in fact I was incrementally building up to them. I talked with experts, advisors, my professors, mentors, academic peers and practitioners to slowly build my own contextual understanding of the research questions, theory, and methodology along the way.

The study goals for my dissertation emerged from multiple vantage points. I thought it was senseless that after 50 years of Title IX, schools were still ignoring the law (willfully or not). Some of the best athletes I’ve known have been women, including my sister. This gave me an appreciation for women’s sports at an early age. From a practitioner-scholar’s standpoint, I didn’t see anything that was usable in “real life.” At least nothing that didn’t require a law degree or extensive knowledge of the law, something most people do not have. I had also come across Charles Kennedy’s 2007 Gender Equity Scorecard in a prior class that gave me the idea for the compliance model. This study was designed to measure schools’ compliance with various aspects of Title IX, but only examined the proportionality requirement of the three-part test (Kennedy, 2007). This was a good start because it provided a template from which to assess compliance when examining gender equity in college sports but helped me to see the need for an easy-to-understand model that covered all aspects of the three-part test that practitioners could use on their own campuses. As a way to better understand Title IX compliance among institutions I then built the compliance model that addressed the entire three-part test with a lawyer friend and used it to do an almost test run of the sampling.

Lastly, as I refined my topic, there seemed to be something missing from the literature. This missing piece gave me the idea for merging the theoretical and the practical dimensions of Title IX compliance within the context of college athletics. A compliance model, using a legal and statutory approach but also grounded in theory, that could be used by practitioners in real life. This model could then help researchers understand why Title IX non-compliance was still an issue today. For me and my study, applying this model to publicly available data, helped to understand why women athletes are not getting their fair share of athletic participation opportunities guaranteed by a law passed over 50 years ago. This process of having to seek out data, taught me the continued need for a proactive approach to measuring compliance with all the participation aspects of Title IX.

Understanding Contexts of the Work

Understanding the contexts of your intended study is critical as it helps set the stage for your study’s position in the real world. Knowing the actual setting of your study and its context are important as it speaks to the micro contexts. The who and what aspects of that setting are central to your research. It is this context within the context that helps us understand the aspects that influence what we study and how we frame the study (Ravitch & Carl, 2021). At the micro level, my study sought to focus on the institutional structures and workings of two universities. I chose case study research because it allowed me to focus on those two institutions, and that was very intentional, as I wanted to understand their specific institutional structures and their potential impacts on Title IX compliance.

Understanding the macro level contexts impacting my study was also important. It is the combination of social, historical, national, international, and global level contexts that create the conditions in which your study is conducted. As Ravitch and Carl (2021) state it is these broad contexts “that shape society and social interactions, influence the research topic, and affect the structure and conditions of the settings and the lives of the people at the center of your research and you” (p. 52). This has two important implications for conceptual framework development. First, it is important to investigate and thoroughly understand the setting of the study that reflects the conditions as lived by the stakeholders (Ravitch & Carl, 2021). As you design your study it is important to consider what’s happening in that moment and how your study is situated in a specific moment in time which impacts both the context and setting of your study but also how you come to view and approach it (Ravitch & Carl, 2021).

For my dissertation, understanding college sports and higher education in the broadest sense was important when thinking about the macro contexts influencing my study. Things like: how does the NCAA and conferences play a role in this area? How does higher education handle gender equity in college sports as it relates to the missions of the institutions? And even more broadly, how does this study fit into broader societal structures regarding equality? Given everything that was going on in college sports at the time (issues at the NCAA’s women’s basketball tournament, volleyball, softball), the contexts illustrated the broader need for understanding this issue in that moment of time. This illuminates the importance of taking the time to understand the different contexts impacting your study and why they are important.

Researcher Reflexivity

When thinking about social identity and positionality, it is vital to understand that the researcher is viewed as a vital part of the study itself, the primary instrument and filter of interpretation (Ravitch & Carl, 2021). Positionality refers to the researcher’s role and social identity in relationship to the context and setting of the research. I think of this as what we as researchers bring to the table—who we are and what we know and how that impacts what we do and how we do it. Understanding how these aspects of oneself all interact and make me who I am, while also understanding my potential impact on my research is critical to a strong conceptual framework.

For my study, I worried about my positionality in particular: my gender and my fandom. I was worried my various identities would influence my approach negatively in ways I would be unaware of. I, someone who identifies as male, wanted to be taken seriously while addressing a gender equity issue from a privileged gender position. I also didn’t want to overlook or discount anything because of who I am and how I viewed the world of college sports. This illuminates the importance of understanding one’s identities and their potential impact on the study. There were numerous ways I addressed this through the study including engaging my critical inquiry group, drafting memos, and using a researcher interview to elicit self-reflection.

Theoretical Framework Development

When working through the development of a theoretical framework within a conceptual framework, one must account for the integration of formal theory and the use of the literature review. Formal theory is those established theories that come together to create the frame for your research questions. The researcher must seek out formal theories to help understand what they are studying and why they are studying it (Ravitch & Carl, 2021). Ravitch & Carl said this best, “the theoretical framework is how you weave together or integrate existing bodies of literature…to frame the topic, goals, design, and findings of your specific study” (p. 58).

It is important to point out that the process of creating a theoretical framework is separate from a literature review. The theoretical framework does impact the literature review and the literature review impacts it, but they are separate. You may discover theories that strengthen your theoretical framework as you review literature, and you may seek out theories to validate a hypothesis you have related to your study. This is important because your formal theories do not encompass all the theories related to your topic, but the specific theories that bind your study together and give it structure.

For my study, formal theories ended up being an equity-equality framework developed by Espinoza (2007) and a structuralism-subordination framework derived from Chamallas (1994). The equity-equality framework was used to address what I had seen as confusion between the two terms, using them interchangeably, when reviewing literature examining Title IX. I wanted to understand if the confusion about the terms, equity and equality, led to a misunderstanding about the true intent of Title IX and intercollegiate athletics. For the structuralism-subordination framework, I wanted to understand if there were institutional structures that institutions had built that led to the subordination of women. I also wanted to understand if those structures manifest themselves in ways that hinder institutions’ Title IX compliance, leaving women without the participation opportunities required by law.

Both of these formal theories had an impact on and were impacted by my literature review. The structuralism-subordination framework was discovered after my initial review of Title IX literature, while the equity-equality framework was needed to reflect inconsistencies in the use of those terms in texts reviewed for the literature review. These formal theories also helped me refine my research questions and the purpose of my study. The formal theories impact on the different aspects of my conceptual framework then required me to refine and redefine by literature in order to incorporate their impact. This understanding of formal theory as the framework to construct a study is central to constructing a robust theoretical framework.

What helped me arrive at these theories in the great morass of theories was Title IX’s application to college sports, feminist scholar’s work related to college sports, and the use and misuse of the equity and equality in the literature.

Naming Tacit Theories

It is not just your role as the researcher that impacts your study, it is also all the informal ways in which we understand the world. We all have working hypotheses, assumptions, or conceptualizations about why things occur and how they operate (Ravitch & Carl, 2021). This is a result of how we were raised and socialized which has a direct impact on the ways that we see our work and the contexts in which it takes place. For me as the researcher for this study, three tacit theories emerged upon examination through memos and dialogic engagement with peers and advisors, described in the next section. One, was related to what I call, college sports fandom or the ESPN culture. For me, I grew up on ESPN as did many of my friends. We got most of our sports news through these mediums and it greatly impacted how we viewed and thought of college sports. The problem with this is that ESPN has helped propagate many false narratives and misconceptions about college sports. A few examples include: big time college sports and programs make money (most do not), men’s sports are more popular than women’s (men get the majority of airtime), and college sports make a lot of money (where it gets its “money” is not where you think). There was also the continual sexualization and diminishment of women athletes.

Family dynamics also played a major role in my sports fandom and its importance. Sports were big in my family as most members played but we also watched a lot together. It was a bonding mechanism for us. For our family, my sister was our best athlete. This meant attending a lot of her games which led to an appreciation of women’s sports at an early age. Lastly, I had a general lack of knowledge around gender equity in college sports, mostly related to my fandom described above. I didn’t develop a true understanding until graduate school when I went out of my way to do deep dives into the topic whenever I could. This process of self-discovery and reflection with my own tacit theories teaches the importance of examining oneself, our socialization and its impact on your research. The dissertation reflection process was cathartic, it brought together these various strands of my identity, history, and interests and helped me to identify and then reckon with my unconscious biases, assumptions, and drivers.

Structured Reflexivity and Dialogic Engagement

I relied on structured reflexivity and dialogic engagement as my main reflexivity strategy, reflecting on my research through purposeful engagement with others a lot throughout my study. I went back and forth many times between different aspects of my conceptual framework as “new” information was discovered. Sometimes this reflexivity was planned, for example, after completing one part of my conceptual framework I would review other aspects to consider the impact. This would help me to ensure the potential impact of this new information was assessed against all parts of the conceptual framework. Other times it was completely spontaneous such as an illuminating reading or discovery would spark me to think about a piece of conceptual framework differently and adjust. In one particular moment, I came across some conflicting information during one of the cases that required me to rethink aspects of my entire conceptual framework. This conflicting information indicated another approach to measuring Title IX compliance which was at conflict with mine. I met with various members of my critical inquiry group to decide on a path forward and then wrote a memo outlining what happened and the decision made. This incident caused me to not only conduct dialogic engagement but also structured reflexivity as I reviewed all aspects of my conceptual framework to ensure everything still made sense as it was structured given the new information.

The key structured reflexivity mechanisms I used in my study were memos, a critical inquiry group, a researcher interview and case reports. Each of these proved to be an invaluable resource when navigating the construction of my conceptual framework. I used different kinds of memos to highlight key decisions which were useful later when writing my dissertation.

My critical inquiry group, composed of college sports experts, peers, women’s rights advocates, Title IX consultants and lawyers, had multiple functions throughout my study. They challenged me on assumptions and decision making, helped me work through challenges and served as sounding boards to bounce ideas off of. My researcher interview, which is when the researcher is interviewed to pull out tacit knowledge and assumptions, was particularly useful as it allowed for a non-biased critique to focus on process, procedure, and theory (both the theoretical and conceptual). My interviewer also called out my tacit theories and biases which were helpful in structuring that section of my conceptual framework. Lastly, I used case reports as a way to summarize my cases individually in their own distinct process guaranteeing each received a deep dive. This also allowed me to make refinements after the first case and also helped lay the groundwork for a cross-case analysis. The entire process taught me that having these structured mechanisms adds validation points and reflection opportunities from which I could refine my work.

Methodological Approach and Research Methods

For any researcher the methodological approach is guided by the study’s research questions. This section is also partly shaped and derived from the conceptual framework. For some, they will arrive at the methodological approach that best fits their study along the way, picking it up from other pieces of their conceptual framework. For others, the approach is clear from the beginning and drives some of their conceptual framework decision making. For me, I arrived at my methodological approach as it became clear as my conceptual framework developed. As I worked through the interactions of my research questions, informed by my developing conceptual framework, it became clear that case study research was the right methodological approach for my study.

The methodological approach I chose for my dissertation was case study research, which made sense given that the primary goal was to gain a clear understanding of the “how” and “why” of each case, which is especially important when examining the two cases in this study (Yin, 2018). Understanding the complexities and contextual circumstances of Title IX cases is especially crucial given its real-world impact on universities (Yin, 2018). The in-depth focus of case study research allowed for a much richer understanding of the potential impacts of institutional and athletics department characteristics impacting Title IX compliance today (Yin, 2018).

I used a multi-case approach because I wanted to compare and contrast one school that was “good” at Title IX compliance and one that was not. Each case was completed separately for a deep dive and better understanding using thematic analysis for the data analysis. After each case report was completed, themes were reviewed. After both cases were completed a cross-case analysis was done to compare and contrast the cases using the themes derived from each case. For the data collection process, I used the following: archival records and documents including meeting minutes and institutional reports, memos for data collection and data analysis, dialogic engagement, and a researcher interview. My learning throughout the dissertation process illuminates the importance and generative value of using a methodological approach that aligns with the goals of the study and is guided by the research questions.

Key Takeaways

If you remember anything from this, please remember these three things:

• Developing a conceptual framework is an iterative process. It will feel like you are constantly making changes. That’s ok. That’s what good research is, constantly evolving and getting better. My research questions looked nothing like what they started as. They evolved and were informed by newer and better research over time. That is what this process is meant to do, make your research better as you move along.
• When you get a new piece of information, use it to inform the next part of your process and refine the last. You should use each new finding or insight to refine your work and inform the next piece.
• Engage your classmates and professors for guidance. You have access to incredible resources in these two populations, use them to help you along the way. And of course, be a resource to them as well. I can’t remember how many times I sought out a classmate who shared something insightful in class to find out more information. You are surrounded by smart, motivated people, who want you to succeed, actively use that support system.

Parting Wisdom

My last bits of wisdom as you are embarking on this journey are meant to serve as things that I wish I had known at the beginning that I wanted to be sure others knew too.

• First and foremost, love your topic. I cannot stress this enough. You are going to be spending a lot of time and investing a lot of energy in it, you should love it. That’s not to say you won’t be frustrated, tired and “over it” at times, but at the end of the day you should love it.
• Second, use your classmates as a resource and be a resource to them. Although they aren’t likely to know your topic as in-depth as you do, they can offer valuable insights, largely because they are not you. You can “stress test” your ideas, research questions, frameworks or just have a fresh set of eyes on your work. You should be the same for them as it only makes your own work stronger as well. Reciprocity is key.
• Third, don’t be afraid to ask questions. The old adage is true, there are no dumb questions. Ask all of your questions, in whatever manner you are comfortable doing so, just be sure to ask them. You’ll find that once you give them air, they do get answered and the path gets that much more clear.
• Fourth, don’t be afraid to admit possible mistakes or confusions and ask for help mid-concern. No one is perfect and mistakes happen. Acknowledging those mistakes sooner rather than later can only make your work stronger. I had a setback towards the end of my dissertation that at first froze me and I didn’t know what to do. It was only after I acknowledged the mistake and talked with my advisor and critical inquiry group that I could come up with a path forward. My work was better and stronger because of the help I received, even though in the moment I felt vulnerable fessing up.
• Fifth, memos are your best friends. I cannot stress this enough. I wish I could go back and tell myself this at the very beginning of my journey to chart more at that stage. Documenting decision making, mistakes, rationales, conversations and anything else of even possible importance to your methods is invaluable when you get to the writing stage. Being able to refer to those documents and reflect on them makes your methods more specific and your dissertation stronger.
• Sixth, know when to stop. This is especially true during your literature review. There is so much material out there, you will never read it all. Take that in. Knowing when you should stop and move on is extremely important. For me, I read about 2 months too long and it set me behind. I still had huge stacks of reading that I could have done but pulling more and more sources from more and more readings was a never-ending path. Get what you need, cover your ground, trust yourself to call it when it's covered. Ask people if you can stop if you aren’t sure.

Finally, and this may feel challenging, let yourself enjoy the ride! Parts will be smooth, others bumpy. By the end you will be tired, burnt out and just want to be done. But stop along the way and enjoy the moments of learning and connection. Those middle of the night texting sessions with your classmates about some obstacle or interesting article you found do matter. Those coffees with professors discussing your topic (and your passion for it) stay with you. Those classes with other really smart and engaged classmates continue to teach you. I can tell you that, looking back almost a year after defending, I miss it all. You will never have this moment in your life again, try to enjoy it.

Chamallas, M. (1994). Structuralist and cultural domination theories meet Title VII: Some contemporary influences. Michigan Law Review , 92(8), 2370–2409.

Espinoza, O. (2007). Solving the equity-equality conceptual dilemma: A new model for analysis of the educational process. Educational Research , 49(4), 343–363.

Kennedy, C. L. (2007). The Gender Equity Scorecard V. York, PA. Retrieved from  http://ininet.org/the-gender-equity-scorecard-v.html .

Ravitch S. M. & Carl, M. N. (2021). Qualitative Research: Bridging the Conceptual, Theoretical, and Methodological. (2nd Ed.). Sage Publications.

Yin, R. K. (2018). Case study research and applications: Design and methods (6th ed.). Sage.

Articles in this Volume

[tid]: building a dissertation conceptual and theoretical framework: a recent doctoral graduate narrates behind the curtain development, [tid]: family income status in early childhood and implications for remote learning, [tid]: the theater of equity, [tid]: including students with emotional and behavioral disorders: case management work protocol, [tid]: loving the questions: encouraging critical practitioner inquiry into reading instruction, [tid]: supporting the future: mentoring pre-service teachers in urban middle schools, [tid]: embracing diversity: immersing culturally responsive pedagogy in our school systems, [tid]: college promise programs: additive to student loan debt cancellation, [tid]: book review: critical race theory in education: a scholar's journey. gloria ladson-billings. teachers college press, 2021, 233 pp., [tid]: inclusion census: how do inclusion rates in american public schools measure up, [tid]: in pursuit of revolutionary rest: liberatory retooling for black women principals, [tid]: “this community is home for me”: retaining highly qualified teachers in marginalized school communities, [tid]: a conceptual proposition to if and how immigrants' volunteering influences their integration into host societies.

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• Janet E. Salmons - Free-range Scholar, Vision2Lead and Research Community Manager at SAGE MethodSpace
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One of the most crucial foundational steps in any research project surrounds understanding and choosing an appropriate theory to frame the research question. Theoretical frameworks don’t just impact design, they impact how the entire study is interpreted, contextualized, and discussed. There are lots of resources about epistemologies and ontologies, but most focus on the philosophical and historical dimensions that can quickly overwhelm students. They need something quick that helps them understand the practical connection between theory and the purpose/nature of the study and, more importantly, decide which theory is best suited to their particular study. This Little Quick Fix covers questions like: What is theory? How does theory relate to research design? What is a theoretical framework? What is a theoretical contribution? How do I choose which theory (or theories) fits my research? What practical steps should I take to integrate theory into my research?

Little Quick Fix  titles provide quick but authoritative answers to the problems, hurdles, and assessment points students face in the research course, project proposal, or design—whatever their methods learning is.

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• Learning is reinforced through  a 2-minute overview summary; 3-second summaries with super-quick Q&A
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• Checkpoints   in each section make sure students are nailing it as they go and support self-directed learning.
• How do I know I’m done?  Each  Little Quick Fix  wraps up with a final checklist that allows the reader to self-assess they’ve got what they need to progress, submit, or ace the test or task.

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A brief but focused look at a key aspect of any research.

This book is one of this series which are excellent introductions that all students no matter what their prior experience and knowledge will be able to engage, explore and learn from to support their research as education students, highly recommended.

This is a fantastic little book for students

Nice little guide that focuses on specific issues and are explained in an appealing way for undergraduate students struggling with academic writing and research methods.

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All titles in this set are excellent and introduced to all students during their intial induction study day

An excellent and digestible small book that will help students to understand the importance and meaning of situating 'theory' in their research.

I was really excited about a quick, little book that my students could use as a quick start in the subject. However, to be honest, I think it is totally useless and provides no additional value. if you switch a little bit back and forth on wikipedia, you get more insights and help. That is not what I expected...

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Organizing Academic Research Papers: Theoretical Framework

• Purpose of Guide
• Design Flaws to Avoid
• Glossary of Research Terms
• Narrowing a Topic Idea
• Broadening a Topic Idea
• Extending the Timeliness of a Topic Idea
• Academic Writing Style
• Choosing a Title
• Making an Outline
• Paragraph Development
• Executive Summary
• Background Information
• The Research Problem/Question
• Theoretical Framework
• Citation Tracking
• Content Alert Services
• Evaluating Sources
• Primary Sources
• Secondary Sources
• Tertiary Sources
• What Is Scholarly vs. Popular?
• Qualitative Methods
• Quantitative Methods
• Using Non-Textual Elements
• Limitations of the Study
• Common Grammar Mistakes
• Avoiding Plagiarism
• Footnotes or Endnotes?
• Further Readings
• Annotated Bibliography
• Dealing with Nervousness
• Using Visual Aids
• Grading Someone Else's Paper
• How to Manage Group Projects
• Multiple Book Review Essay
• Reviewing Collected Essays
• About Informed Consent
• Writing Field Notes
• Writing a Policy Memo
• Writing a Research Proposal
• Acknowledgements

Theories are formulated to explain, predict, and understand phenomena and, in many cases, to challenge and extend existing knowledge, within the limits of the critical bounding assumptions. The theoretical framework is the structure that can hold or support a theory of a research study. The theoretical framework introduces and describes the theory which explains why the research problem under study exists.

Importance of Theory

A theoretical framework consists of concepts, together with their definitions, and existing theory/theories that are used for your particular study. The theoretical framework must demonstrate an understanding of theories and concepts that are relevant to the topic of your  research paper and that will relate it to the broader fields of knowledge in the class you are taking.

The theoretical framework is not something that is found readily available in the literature . You must review course readings and pertinent research literature for theories and analytic models that are relevant to the research problem you are investigating. The selection of a theory should depend on its appropriateness, ease of application, and explanatory power.

The theoretical framework strengthens the study in the following ways .

• An explicit statement of  theoretical assumptions permits the reader to evaluate them critically.
• The theoretical framework connects the researcher to existing knowledge. Guided by a relevant theory, you are given a basis for your hypotheses and choice of research methods.
• Articulating the theoretical assumptions of a research study forces you to address questions of why and how. It permits you to move from simply describing a phenomenon observed to generalizing about various aspects of that phenomenon.
• Having a theory helps you to identify the limits to those generalizations. A theoretical framework specifies which key variables influence a phenomenon of interest. It alerts you to examine how those key variables might differ and under what circumstances.

By virtue of its application nature, good theory in the social sciences is of value precisely because it fulfills one primary purpose: to explain the meaning, nature, and challenges of a phenomenon, often experienced but unexplained in the world in which we live, so that we may use that knowledge and understanding to act in more informed and effective ways.

The Conceptual Framework. College of Education. Alabama State University; Drafting an Argument . Writing@CSU. Colorado State University; Trochim, William M.K. Philosophy of Research. Research Methods Knowledge Base. 2006.

Strategies for Developing the Theoretical Framework

I.  Developing the Framework

Here are some strategies to develop of an effective theoretical framework:

• Examine your thesis title and research problem . The research problem anchors your entire study and forms the basis from which you construct your theoretical framework.
• Brainstorm on what you consider to be the key variables in your research . Answer the question, what factors contribute to the presumed effect?
• Review related literature to find answers to your research question.
• List  the constructs and variables that might be relevant to your study. Group these variables into independent and dependent categories.
• Review the key social science theories that are introduced to you in your course readings and choose the theory or theories that can best explain the relationships between the key variables in your study [note the Writing Tip on this page].
• Discuss the assumptions or propositions of this theory and point out their relevance to your research.

A theoretical framework is used to limit the scope of the relevant data by focusing on specific variables and defining the specific viewpoint (framework) that the researcher will take in analyzing and interpreting the data to be gathered, understanding concepts and variables according to the given definitions, and building knowledge by validating or challenging theoretical assumptions.

II.  Purpose

Think of theories as the conceptual basis for understanding, analyzing, and designing ways to investigate relationships within social systems. To the end, the following roles served by a theory can help guide the development of your framework.*

• Means by which new research data can be interpreted and coded for future use,
• Response to new problems that have no previously identified solutions strategy,
• Means for identifying and defining research problems,
• Means for prescribing or evaluating solutions to research problems,
• Way of telling us that certain facts among the accumulated knowledge are important and which facts are not,
• Means of giving old data new interpretations and new meaning,
• Means by which to identify important new issues and prescribe the most critical research questions that need to be answered to maximize understanding of the issue,
• Means of providing members of a professional discipline with a common language and a frame of reference for defining boundaries of their profession, and
• Means to guide and inform research so that it can, in turn, guide research efforts and improve professional practice.

*Adapted from: Torraco, R. J. “Theory-Building Research Methods.” In Swanson R. A. and E. F. Holton III , editors. Human Resource Development Handbook: Linking Research and Practice . (San Francisco, CA: Berrett-Koehler, 1997): pp. 114-137; Sutton, Robert I. and Barry M. Staw. “What Theory is Not.” Administrative Science Quarterly 40 (September 1995): 371-384.

Structure and Writing Style

The theoretical framework may be rooted in a specific theory , in which case, you are expected to test the validity of an existing theory in relation to specific events, issues, or phenomena. Many social science research papers fit into this rubric. For example, Peripheral Realism theory, which categorizes perceived differences between nation-states as those that give orders, those that obey, and those that rebel, could be used as a means for understanding conflicted relationships among countries in Africa. A test of this theory could be the following: Does Peripheral Realism theory help explain intra-state actions, such as, the growing split between southern and northern Sudan that may likely lead to the creation of two nations?

However, you may not always be asked by your professor to test a specific theory in your paper, but to develop your own framework from which your analysis of the research problem is derived . Given this, it is perhaps easiest to understand the nature and function of a theoretical framework if it is viewed as the answer to two basic questions:

• What is the research problem/question? [e.g., "How should the individual and the state relate during periods of conflict?"]
• Why is your approach a feasible solution? [I could choose to test Instrumentalist or Circumstantialists models developed among Ethnic Conflict Theorists that rely upon socio-economic-political factors to explain individual-state relations and to apply this theoretical model to periods of war between nations].

The answers to these questions come from a thorough review of the literature and your course readings [summarized and analyzed in the next section of your paper] and the gaps in the research that emerge from the review process. With this in mind, a complete theoretical framework will likely not emerge until after you have completed a thorough review of the literature .

In writing this part of your research paper, keep in mind the following:

• Clearly describe the framework, concepts, models, or specific theories that underpin your study . This includes noting who the key theorists are in the field who have conducted research on the problem you are investigating and, when necessary, the historical context that supports the formulation of that theory. This latter element is particularly important if the theory is relatively unknown or it is borrowed from another discipline.
• Position your theoretical framework within a broader context of related frameworks , concepts, models, or theories . There will likely be several concepts, theories, or models that can be used to help develop a framework for understanding the research problem. Therefore, note why the framework you've chosen is the appropriate one.
• The present tense is used when writing about theory.
• You should make your theoretical assumptions as explicit as possible . Later, your discussion of methodology should be linked back to this theoretical framework.
• Don’t just take what the theory says as a given! Reality is never accurately represented in such a simplistic way; if you imply that it can be, you fundamentally distort a reader's ability to understand the findings that emerge. Given this, always note the limitiations of the theoretical framework you've chosen [i.e., what parts of the research problem require further investigation because the theory does not explain a certain phenomena].

The Conceptual Framework. College of Education. Alabama State University; Conceptual Framework: What Do You Think is Going On? College of Engineering. University of Michigan; Drafting an Argument . Writing@CSU. Colorado State University; Lynham, Susan A. “The General Method of Theory-Building Research in Applied Disciplines.” Advances in Developing Human Resources 4 (August 2002): 221-241; Tavallaei, Mehdi and Mansor Abu Talib. A General Perspective on the Role of Theory in Qualitative Research. Journal of International Social Research 3 (Spring 2010); Trochim, William M.K. Philosophy of Research. Research Methods Knowledge Base. 2006.

Writing Tip

Borrowing Theoretical Constructs from Elsewhere

A growing and increasingly important trend in the social sciences is to think about and attempt to understand specific research problems from an interdisciplinary perspective. One way to do this is to not rely exclusively on the theories you've read about in a particular class, but to think about how an issue might be informed by theories developed in other disciplines. For example, if you are a political science student studying the rhetorical strategies used by female incumbants in state legislature campaigns, theories about the use of language could be derived, not only from political science, but linguistics, communication studies, philosophy, psychology, and, in this particular case, feminist studies. Building theoretical frameworks based on the postulates and hypotheses developed in other disciplinary contexts can be both enlightening and an effective way to be fully engaged in the research topic.

Another Writing Tip

Don't Undertheorize!

Never leave the theory hanging out there in the Introduction never to be mentioned again. Undertheorizing weakens your paper. The theoretical framework you introduce should guide your study throughout the paper. Be sure to always connect theory to the analysis and to explain in the discussion part of your paper how the theoretical framework you chose fit the research problem, or if appropriate, was inadequate in explaining the phenomenon you were investigating. In that case, don't be afraid to propose your own theory based on your findings.

Still Another Writing Tip

What's a Theory? What's a Hypothesis?

The terms theory and hypothesis are often used interchangeably in everyday use. However, the difference between them in scholarly research is important, particularly when using an experimental design. A theory is a well-established principle that has been developed to explain some aspect of the natural world. Theories arise from repeated observation and testing and incorporates facts, laws, predictions, and tested hypotheses that are widely accepted [e.g., rational choice theory; grounded theory].

A hypothesis is a specific, testable prediction about what you expect to happen in your study. For example, an experiment designed to look at the relationship between study habits and test anxiety might have a hypothesis that states, "We predict that students with better study habits will suffer less test anxiety." Unless your study is exploratory in nature, your hypothesis should always explain what you expect to happen during the course of your research.

The key distinctions are:

• A theory predicts events in a broad, general context;  a hypothesis makes a specific prediction about a specified set of circumstances.
• A theory has been extensively tested and is generally accepted among scholars; a hypothesis is a speculative guess that has yet to be tested.

Cherry, Kendra. Introduction to Research Methods: Theory and Hypothesis . About.com Psychology; Gezae, Michael et al. Welcome Presentation on Hypothesis . Slideshare presentation.

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• v.37(16); 2022 Apr 25

A Practical Guide to Writing Quantitative and Qualitative Research Questions and Hypotheses in Scholarly Articles

Edward barroga.

1 Department of General Education, Graduate School of Nursing Science, St. Luke’s International University, Tokyo, Japan.

Glafera Janet Matanguihan

2 Department of Biological Sciences, Messiah University, Mechanicsburg, PA, USA.

The development of research questions and the subsequent hypotheses are prerequisites to defining the main research purpose and specific objectives of a study. Consequently, these objectives determine the study design and research outcome. The development of research questions is a process based on knowledge of current trends, cutting-edge studies, and technological advances in the research field. Excellent research questions are focused and require a comprehensive literature search and in-depth understanding of the problem being investigated. Initially, research questions may be written as descriptive questions which could be developed into inferential questions. These questions must be specific and concise to provide a clear foundation for developing hypotheses. Hypotheses are more formal predictions about the research outcomes. These specify the possible results that may or may not be expected regarding the relationship between groups. Thus, research questions and hypotheses clarify the main purpose and specific objectives of the study, which in turn dictate the design of the study, its direction, and outcome. Studies developed from good research questions and hypotheses will have trustworthy outcomes with wide-ranging social and health implications.

INTRODUCTION

Scientific research is usually initiated by posing evidenced-based research questions which are then explicitly restated as hypotheses. 1 , 2 The hypotheses provide directions to guide the study, solutions, explanations, and expected results. 3 , 4 Both research questions and hypotheses are essentially formulated based on conventional theories and real-world processes, which allow the inception of novel studies and the ethical testing of ideas. 5 , 6

It is crucial to have knowledge of both quantitative and qualitative research 2 as both types of research involve writing research questions and hypotheses. 7 However, these crucial elements of research are sometimes overlooked; if not overlooked, then framed without the forethought and meticulous attention it needs. Planning and careful consideration are needed when developing quantitative or qualitative research, particularly when conceptualizing research questions and hypotheses. 4

There is a continuing need to support researchers in the creation of innovative research questions and hypotheses, as well as for journal articles that carefully review these elements. 1 When research questions and hypotheses are not carefully thought of, unethical studies and poor outcomes usually ensue. Carefully formulated research questions and hypotheses define well-founded objectives, which in turn determine the appropriate design, course, and outcome of the study. This article then aims to discuss in detail the various aspects of crafting research questions and hypotheses, with the goal of guiding researchers as they develop their own. Examples from the authors and peer-reviewed scientific articles in the healthcare field are provided to illustrate key points.

DEFINITIONS AND RELATIONSHIP OF RESEARCH QUESTIONS AND HYPOTHESES

A research question is what a study aims to answer after data analysis and interpretation. The answer is written in length in the discussion section of the paper. Thus, the research question gives a preview of the different parts and variables of the study meant to address the problem posed in the research question. 1 An excellent research question clarifies the research writing while facilitating understanding of the research topic, objective, scope, and limitations of the study. 5

On the other hand, a research hypothesis is an educated statement of an expected outcome. This statement is based on background research and current knowledge. 8 , 9 The research hypothesis makes a specific prediction about a new phenomenon 10 or a formal statement on the expected relationship between an independent variable and a dependent variable. 3 , 11 It provides a tentative answer to the research question to be tested or explored. 4

Hypotheses employ reasoning to predict a theory-based outcome. 10 These can also be developed from theories by focusing on components of theories that have not yet been observed. 10 The validity of hypotheses is often based on the testability of the prediction made in a reproducible experiment. 8

Conversely, hypotheses can also be rephrased as research questions. Several hypotheses based on existing theories and knowledge may be needed to answer a research question. Developing ethical research questions and hypotheses creates a research design that has logical relationships among variables. These relationships serve as a solid foundation for the conduct of the study. 4 , 11 Haphazardly constructed research questions can result in poorly formulated hypotheses and improper study designs, leading to unreliable results. Thus, the formulations of relevant research questions and verifiable hypotheses are crucial when beginning research. 12

CHARACTERISTICS OF GOOD RESEARCH QUESTIONS AND HYPOTHESES

Excellent research questions are specific and focused. These integrate collective data and observations to confirm or refute the subsequent hypotheses. Well-constructed hypotheses are based on previous reports and verify the research context. These are realistic, in-depth, sufficiently complex, and reproducible. More importantly, these hypotheses can be addressed and tested. 13

There are several characteristics of well-developed hypotheses. Good hypotheses are 1) empirically testable 7 , 10 , 11 , 13 ; 2) backed by preliminary evidence 9 ; 3) testable by ethical research 7 , 9 ; 4) based on original ideas 9 ; 5) have evidenced-based logical reasoning 10 ; and 6) can be predicted. 11 Good hypotheses can infer ethical and positive implications, indicating the presence of a relationship or effect relevant to the research theme. 7 , 11 These are initially developed from a general theory and branch into specific hypotheses by deductive reasoning. In the absence of a theory to base the hypotheses, inductive reasoning based on specific observations or findings form more general hypotheses. 10

TYPES OF RESEARCH QUESTIONS AND HYPOTHESES

Research questions and hypotheses are developed according to the type of research, which can be broadly classified into quantitative and qualitative research. We provide a summary of the types of research questions and hypotheses under quantitative and qualitative research categories in Table 1 .

Research questions in quantitative research

In quantitative research, research questions inquire about the relationships among variables being investigated and are usually framed at the start of the study. These are precise and typically linked to the subject population, dependent and independent variables, and research design. 1 Research questions may also attempt to describe the behavior of a population in relation to one or more variables, or describe the characteristics of variables to be measured ( descriptive research questions ). 1 , 5 , 14 These questions may also aim to discover differences between groups within the context of an outcome variable ( comparative research questions ), 1 , 5 , 14 or elucidate trends and interactions among variables ( relationship research questions ). 1 , 5 We provide examples of descriptive, comparative, and relationship research questions in quantitative research in Table 2 .

Hypotheses in quantitative research

In quantitative research, hypotheses predict the expected relationships among variables. 15 Relationships among variables that can be predicted include 1) between a single dependent variable and a single independent variable ( simple hypothesis ) or 2) between two or more independent and dependent variables ( complex hypothesis ). 4 , 11 Hypotheses may also specify the expected direction to be followed and imply an intellectual commitment to a particular outcome ( directional hypothesis ) 4 . On the other hand, hypotheses may not predict the exact direction and are used in the absence of a theory, or when findings contradict previous studies ( non-directional hypothesis ). 4 In addition, hypotheses can 1) define interdependency between variables ( associative hypothesis ), 4 2) propose an effect on the dependent variable from manipulation of the independent variable ( causal hypothesis ), 4 3) state a negative relationship between two variables ( null hypothesis ), 4 , 11 , 15 4) replace the working hypothesis if rejected ( alternative hypothesis ), 15 explain the relationship of phenomena to possibly generate a theory ( working hypothesis ), 11 5) involve quantifiable variables that can be tested statistically ( statistical hypothesis ), 11 6) or express a relationship whose interlinks can be verified logically ( logical hypothesis ). 11 We provide examples of simple, complex, directional, non-directional, associative, causal, null, alternative, working, statistical, and logical hypotheses in quantitative research, as well as the definition of quantitative hypothesis-testing research in Table 3 .

Research questions in qualitative research

Unlike research questions in quantitative research, research questions in qualitative research are usually continuously reviewed and reformulated. The central question and associated subquestions are stated more than the hypotheses. 15 The central question broadly explores a complex set of factors surrounding the central phenomenon, aiming to present the varied perspectives of participants. 15

There are varied goals for which qualitative research questions are developed. These questions can function in several ways, such as to 1) identify and describe existing conditions ( contextual research question s); 2) describe a phenomenon ( descriptive research questions ); 3) assess the effectiveness of existing methods, protocols, theories, or procedures ( evaluation research questions ); 4) examine a phenomenon or analyze the reasons or relationships between subjects or phenomena ( explanatory research questions ); or 5) focus on unknown aspects of a particular topic ( exploratory research questions ). 5 In addition, some qualitative research questions provide new ideas for the development of theories and actions ( generative research questions ) or advance specific ideologies of a position ( ideological research questions ). 1 Other qualitative research questions may build on a body of existing literature and become working guidelines ( ethnographic research questions ). Research questions may also be broadly stated without specific reference to the existing literature or a typology of questions ( phenomenological research questions ), may be directed towards generating a theory of some process ( grounded theory questions ), or may address a description of the case and the emerging themes ( qualitative case study questions ). 15 We provide examples of contextual, descriptive, evaluation, explanatory, exploratory, generative, ideological, ethnographic, phenomenological, grounded theory, and qualitative case study research questions in qualitative research in Table 4 , and the definition of qualitative hypothesis-generating research in Table 5 .

Qualitative studies usually pose at least one central research question and several subquestions starting with How or What . These research questions use exploratory verbs such as explore or describe . These also focus on one central phenomenon of interest, and may mention the participants and research site. 15

Hypotheses in qualitative research

Hypotheses in qualitative research are stated in the form of a clear statement concerning the problem to be investigated. Unlike in quantitative research where hypotheses are usually developed to be tested, qualitative research can lead to both hypothesis-testing and hypothesis-generating outcomes. 2 When studies require both quantitative and qualitative research questions, this suggests an integrative process between both research methods wherein a single mixed-methods research question can be developed. 1

FRAMEWORKS FOR DEVELOPING RESEARCH QUESTIONS AND HYPOTHESES

Research questions followed by hypotheses should be developed before the start of the study. 1 , 12 , 14 It is crucial to develop feasible research questions on a topic that is interesting to both the researcher and the scientific community. This can be achieved by a meticulous review of previous and current studies to establish a novel topic. Specific areas are subsequently focused on to generate ethical research questions. The relevance of the research questions is evaluated in terms of clarity of the resulting data, specificity of the methodology, objectivity of the outcome, depth of the research, and impact of the study. 1 , 5 These aspects constitute the FINER criteria (i.e., Feasible, Interesting, Novel, Ethical, and Relevant). 1 Clarity and effectiveness are achieved if research questions meet the FINER criteria. In addition to the FINER criteria, Ratan et al. described focus, complexity, novelty, feasibility, and measurability for evaluating the effectiveness of research questions. 14

The PICOT and PEO frameworks are also used when developing research questions. 1 The following elements are addressed in these frameworks, PICOT: P-population/patients/problem, I-intervention or indicator being studied, C-comparison group, O-outcome of interest, and T-timeframe of the study; PEO: P-population being studied, E-exposure to preexisting conditions, and O-outcome of interest. 1 Research questions are also considered good if these meet the “FINERMAPS” framework: Feasible, Interesting, Novel, Ethical, Relevant, Manageable, Appropriate, Potential value/publishable, and Systematic. 14

As we indicated earlier, research questions and hypotheses that are not carefully formulated result in unethical studies or poor outcomes. To illustrate this, we provide some examples of ambiguous research question and hypotheses that result in unclear and weak research objectives in quantitative research ( Table 6 ) 16 and qualitative research ( Table 7 ) 17 , and how to transform these ambiguous research question(s) and hypothesis(es) into clear and good statements.

a These statements were composed for comparison and illustrative purposes only.

b These statements are direct quotes from Higashihara and Horiuchi. 16

a This statement is a direct quote from Shimoda et al. 17

The other statements were composed for comparison and illustrative purposes only.

CONSTRUCTING RESEARCH QUESTIONS AND HYPOTHESES

To construct effective research questions and hypotheses, it is very important to 1) clarify the background and 2) identify the research problem at the outset of the research, within a specific timeframe. 9 Then, 3) review or conduct preliminary research to collect all available knowledge about the possible research questions by studying theories and previous studies. 18 Afterwards, 4) construct research questions to investigate the research problem. Identify variables to be accessed from the research questions 4 and make operational definitions of constructs from the research problem and questions. Thereafter, 5) construct specific deductive or inductive predictions in the form of hypotheses. 4 Finally, 6) state the study aims . This general flow for constructing effective research questions and hypotheses prior to conducting research is shown in Fig. 1 .

Research questions are used more frequently in qualitative research than objectives or hypotheses. 3 These questions seek to discover, understand, explore or describe experiences by asking “What” or “How.” The questions are open-ended to elicit a description rather than to relate variables or compare groups. The questions are continually reviewed, reformulated, and changed during the qualitative study. 3 Research questions are also used more frequently in survey projects than hypotheses in experiments in quantitative research to compare variables and their relationships.

Hypotheses are constructed based on the variables identified and as an if-then statement, following the template, ‘If a specific action is taken, then a certain outcome is expected.’ At this stage, some ideas regarding expectations from the research to be conducted must be drawn. 18 Then, the variables to be manipulated (independent) and influenced (dependent) are defined. 4 Thereafter, the hypothesis is stated and refined, and reproducible data tailored to the hypothesis are identified, collected, and analyzed. 4 The hypotheses must be testable and specific, 18 and should describe the variables and their relationships, the specific group being studied, and the predicted research outcome. 18 Hypotheses construction involves a testable proposition to be deduced from theory, and independent and dependent variables to be separated and measured separately. 3 Therefore, good hypotheses must be based on good research questions constructed at the start of a study or trial. 12

In summary, research questions are constructed after establishing the background of the study. Hypotheses are then developed based on the research questions. Thus, it is crucial to have excellent research questions to generate superior hypotheses. In turn, these would determine the research objectives and the design of the study, and ultimately, the outcome of the research. 12 Algorithms for building research questions and hypotheses are shown in Fig. 2 for quantitative research and in Fig. 3 for qualitative research.

EXAMPLES OF RESEARCH QUESTIONS FROM PUBLISHED ARTICLES

• EXAMPLE 1. Descriptive research question (quantitative research)
• - Presents research variables to be assessed (distinct phenotypes and subphenotypes)
• “BACKGROUND: Since COVID-19 was identified, its clinical and biological heterogeneity has been recognized. Identifying COVID-19 phenotypes might help guide basic, clinical, and translational research efforts.
• RESEARCH QUESTION: Does the clinical spectrum of patients with COVID-19 contain distinct phenotypes and subphenotypes? ” 19
• EXAMPLE 2. Relationship research question (quantitative research)
• - Shows interactions between dependent variable (static postural control) and independent variable (peripheral visual field loss)
• “Background: Integration of visual, vestibular, and proprioceptive sensations contributes to postural control. People with peripheral visual field loss have serious postural instability. However, the directional specificity of postural stability and sensory reweighting caused by gradual peripheral visual field loss remain unclear.
• Research question: What are the effects of peripheral visual field loss on static postural control ?” 20
• EXAMPLE 3. Comparative research question (quantitative research)
• - Clarifies the difference among groups with an outcome variable (patients enrolled in COMPERA with moderate PH or severe PH in COPD) and another group without the outcome variable (patients with idiopathic pulmonary arterial hypertension (IPAH))
• “BACKGROUND: Pulmonary hypertension (PH) in COPD is a poorly investigated clinical condition.
• RESEARCH QUESTION: Which factors determine the outcome of PH in COPD?
• STUDY DESIGN AND METHODS: We analyzed the characteristics and outcome of patients enrolled in the Comparative, Prospective Registry of Newly Initiated Therapies for Pulmonary Hypertension (COMPERA) with moderate or severe PH in COPD as defined during the 6th PH World Symposium who received medical therapy for PH and compared them with patients with idiopathic pulmonary arterial hypertension (IPAH) .” 21
• EXAMPLE 4. Exploratory research question (qualitative research)
• - Explores areas that have not been fully investigated (perspectives of families and children who receive care in clinic-based child obesity treatment) to have a deeper understanding of the research problem
• “Problem: Interventions for children with obesity lead to only modest improvements in BMI and long-term outcomes, and data are limited on the perspectives of families of children with obesity in clinic-based treatment. This scoping review seeks to answer the question: What is known about the perspectives of families and children who receive care in clinic-based child obesity treatment? This review aims to explore the scope of perspectives reported by families of children with obesity who have received individualized outpatient clinic-based obesity treatment.” 22
• EXAMPLE 5. Relationship research question (quantitative research)
• - Defines interactions between dependent variable (use of ankle strategies) and independent variable (changes in muscle tone)
• “Background: To maintain an upright standing posture against external disturbances, the human body mainly employs two types of postural control strategies: “ankle strategy” and “hip strategy.” While it has been reported that the magnitude of the disturbance alters the use of postural control strategies, it has not been elucidated how the level of muscle tone, one of the crucial parameters of bodily function, determines the use of each strategy. We have previously confirmed using forward dynamics simulations of human musculoskeletal models that an increased muscle tone promotes the use of ankle strategies. The objective of the present study was to experimentally evaluate a hypothesis: an increased muscle tone promotes the use of ankle strategies. Research question: Do changes in the muscle tone affect the use of ankle strategies ?” 23

EXAMPLES OF HYPOTHESES IN PUBLISHED ARTICLES

• EXAMPLE 1. Working hypothesis (quantitative research)
• - A hypothesis that is initially accepted for further research to produce a feasible theory
• “As fever may have benefit in shortening the duration of viral illness, it is plausible to hypothesize that the antipyretic efficacy of ibuprofen may be hindering the benefits of a fever response when taken during the early stages of COVID-19 illness .” 24
• “In conclusion, it is plausible to hypothesize that the antipyretic efficacy of ibuprofen may be hindering the benefits of a fever response . The difference in perceived safety of these agents in COVID-19 illness could be related to the more potent efficacy to reduce fever with ibuprofen compared to acetaminophen. Compelling data on the benefit of fever warrant further research and review to determine when to treat or withhold ibuprofen for early stage fever for COVID-19 and other related viral illnesses .” 24
• EXAMPLE 2. Exploratory hypothesis (qualitative research)
• - Explores particular areas deeper to clarify subjective experience and develop a formal hypothesis potentially testable in a future quantitative approach
• “We hypothesized that when thinking about a past experience of help-seeking, a self distancing prompt would cause increased help-seeking intentions and more favorable help-seeking outcome expectations .” 25
• “Conclusion
• Although a priori hypotheses were not supported, further research is warranted as results indicate the potential for using self-distancing approaches to increasing help-seeking among some people with depressive symptomatology.” 25
• EXAMPLE 3. Hypothesis-generating research to establish a framework for hypothesis testing (qualitative research)
• “We hypothesize that compassionate care is beneficial for patients (better outcomes), healthcare systems and payers (lower costs), and healthcare providers (lower burnout). ” 26
• Compassionomics is the branch of knowledge and scientific study of the effects of compassionate healthcare. Our main hypotheses are that compassionate healthcare is beneficial for (1) patients, by improving clinical outcomes, (2) healthcare systems and payers, by supporting financial sustainability, and (3) HCPs, by lowering burnout and promoting resilience and well-being. The purpose of this paper is to establish a scientific framework for testing the hypotheses above . If these hypotheses are confirmed through rigorous research, compassionomics will belong in the science of evidence-based medicine, with major implications for all healthcare domains.” 26
• EXAMPLE 4. Statistical hypothesis (quantitative research)
• - An assumption is made about the relationship among several population characteristics ( gender differences in sociodemographic and clinical characteristics of adults with ADHD ). Validity is tested by statistical experiment or analysis ( chi-square test, Students t-test, and logistic regression analysis)
• “Our research investigated gender differences in sociodemographic and clinical characteristics of adults with ADHD in a Japanese clinical sample. Due to unique Japanese cultural ideals and expectations of women's behavior that are in opposition to ADHD symptoms, we hypothesized that women with ADHD experience more difficulties and present more dysfunctions than men . We tested the following hypotheses: first, women with ADHD have more comorbidities than men with ADHD; second, women with ADHD experience more social hardships than men, such as having less full-time employment and being more likely to be divorced.” 27
• “Statistical Analysis
• ( text omitted ) Between-gender comparisons were made using the chi-squared test for categorical variables and Students t-test for continuous variables…( text omitted ). A logistic regression analysis was performed for employment status, marital status, and comorbidity to evaluate the independent effects of gender on these dependent variables.” 27

EXAMPLES OF HYPOTHESIS AS WRITTEN IN PUBLISHED ARTICLES IN RELATION TO OTHER PARTS

• EXAMPLE 1. Background, hypotheses, and aims are provided
• “Pregnant women need skilled care during pregnancy and childbirth, but that skilled care is often delayed in some countries …( text omitted ). The focused antenatal care (FANC) model of WHO recommends that nurses provide information or counseling to all pregnant women …( text omitted ). Job aids are visual support materials that provide the right kind of information using graphics and words in a simple and yet effective manner. When nurses are not highly trained or have many work details to attend to, these job aids can serve as a content reminder for the nurses and can be used for educating their patients (Jennings, Yebadokpo, Affo, & Agbogbe, 2010) ( text omitted ). Importantly, additional evidence is needed to confirm how job aids can further improve the quality of ANC counseling by health workers in maternal care …( text omitted )” 28
• “ This has led us to hypothesize that the quality of ANC counseling would be better if supported by job aids. Consequently, a better quality of ANC counseling is expected to produce higher levels of awareness concerning the danger signs of pregnancy and a more favorable impression of the caring behavior of nurses .” 28
• “This study aimed to examine the differences in the responses of pregnant women to a job aid-supported intervention during ANC visit in terms of 1) their understanding of the danger signs of pregnancy and 2) their impression of the caring behaviors of nurses to pregnant women in rural Tanzania.” 28
• EXAMPLE 2. Background, hypotheses, and aims are provided
• “We conducted a two-arm randomized controlled trial (RCT) to evaluate and compare changes in salivary cortisol and oxytocin levels of first-time pregnant women between experimental and control groups. The women in the experimental group touched and held an infant for 30 min (experimental intervention protocol), whereas those in the control group watched a DVD movie of an infant (control intervention protocol). The primary outcome was salivary cortisol level and the secondary outcome was salivary oxytocin level.” 29
• “ We hypothesize that at 30 min after touching and holding an infant, the salivary cortisol level will significantly decrease and the salivary oxytocin level will increase in the experimental group compared with the control group .” 29
• EXAMPLE 3. Background, aim, and hypothesis are provided
• “In countries where the maternal mortality ratio remains high, antenatal education to increase Birth Preparedness and Complication Readiness (BPCR) is considered one of the top priorities [1]. BPCR includes birth plans during the antenatal period, such as the birthplace, birth attendant, transportation, health facility for complications, expenses, and birth materials, as well as family coordination to achieve such birth plans. In Tanzania, although increasing, only about half of all pregnant women attend an antenatal clinic more than four times [4]. Moreover, the information provided during antenatal care (ANC) is insufficient. In the resource-poor settings, antenatal group education is a potential approach because of the limited time for individual counseling at antenatal clinics.” 30
• “This study aimed to evaluate an antenatal group education program among pregnant women and their families with respect to birth-preparedness and maternal and infant outcomes in rural villages of Tanzania.” 30
• “ The study hypothesis was if Tanzanian pregnant women and their families received a family-oriented antenatal group education, they would (1) have a higher level of BPCR, (2) attend antenatal clinic four or more times, (3) give birth in a health facility, (4) have less complications of women at birth, and (5) have less complications and deaths of infants than those who did not receive the education .” 30

Research questions and hypotheses are crucial components to any type of research, whether quantitative or qualitative. These questions should be developed at the very beginning of the study. Excellent research questions lead to superior hypotheses, which, like a compass, set the direction of research, and can often determine the successful conduct of the study. Many research studies have floundered because the development of research questions and subsequent hypotheses was not given the thought and meticulous attention needed. The development of research questions and hypotheses is an iterative process based on extensive knowledge of the literature and insightful grasp of the knowledge gap. Focused, concise, and specific research questions provide a strong foundation for constructing hypotheses which serve as formal predictions about the research outcomes. Research questions and hypotheses are crucial elements of research that should not be overlooked. They should be carefully thought of and constructed when planning research. This avoids unethical studies and poor outcomes by defining well-founded objectives that determine the design, course, and outcome of the study.

Disclosure: The authors have no potential conflicts of interest to disclose.

Author Contributions:

• Conceptualization: Barroga E, Matanguihan GJ.
• Methodology: Barroga E, Matanguihan GJ.
• Writing - original draft: Barroga E, Matanguihan GJ.
• Writing - review & editing: Barroga E, Matanguihan GJ.

Topic Guide - Developing Your Research Study

• Purpose of Guide
• Flaws to Avoid
• Independent and Dependent Variables
• Glossary of Research Terms
• Reading Research Effectively
• Narrowing a Topic Idea
• Broadening a Topic Idea
• Extending the Timeliness of a Topic Idea
• Academic Writing Style
• Choosing a Title
• Making an Outline
• Paragraph Development
• APA 7th Edition
• Executive Summary
• The C.A.R.S. Model
• Background Information
• The Research Problem/Question
• Theoretical Framework

Importance of Theory

Strategies for developing the theoretical framework, structure and writing style, writing tip, another writing tip, yet another writing tip, still yet another writing tip.

• Citation Tracking
• Content Alert Services
• Evaluating Sources
• Primary Sources
• Secondary Sources
• Tiertiary Sources
• What Is Scholarly vs. Popular?
• Qualitative Methods
• Quantitative Methods
• Using Non-Textual Elements
• Limitations of the Study
• 10. Proofreading Your Paper
• Writing Concisely
• Common Grammar Mistakes
• Avoiding Plagiarism
• Footnotes or Endnotes?
• Further Readings
• Annotated Bibliography
• Types of Structured Group Activities
• Group Project Survival Skills
• Multiple Book Review Essay
• Reviewing Collected Works
• Writing a Case Study
• Writing a Research Proposal
• Bibliography

Theories are formulated to explain, predict, and understand phenomena and, in many cases, to challenge and extend existing knowledge within the limits of critical bounding assumptions. The theoretical framework is the structure that can hold or support a theory of a research study. The theoretical framework introduces and describes the theory that explains why the research problem under study exists.

Abend, Gabriel. "The Meaning of Theory." Sociological Theory 26 (June 2008): 173–199; Swanson, Richard A. Theory Building in Applied Disciplines . San Francisco, CA: Berrett-Koehler Publishers 2013.

A theoretical framework consists of concepts and, together with their definitions and reference to relevant scholarly literature, existing theory that is used for your particular study. The theoretical framework must demonstrate an understanding of theories and concepts that are relevant to the topic of your research paper and that relate to the broader areas of knowledge being considered.

The theoretical framework is most often not something readily found within the literature . You must review course readings and pertinent research studies for theories and analytic models that are relevant to the research problem you are investigating. The selection of a theory should depend on its appropriateness, ease of application, and explanatory power.

The theoretical framework strengthens the study in the following ways :

• An explicit statement of  theoretical assumptions permits the reader to evaluate them critically.
• The theoretical framework connects the researcher to existing knowledge. Guided by a relevant theory, you are given a basis for your hypotheses and choice of research methods.
• Articulating the theoretical assumptions of a research study forces you to address questions of why and how. It permits you to intellectually transition from simply describing a phenomenon you have observed to generalizing about various aspects of that phenomenon.
• Having a theory helps you identify the limits to those generalizations. A theoretical framework specifies which key variables influence a phenomenon of interest and highlights the need to examine how those key variables might differ and under what circumstances.

By virtue of its applicative nature, good theory in the social sciences is of value precisely because it fulfills one primary purpose: to explain the meaning, nature, and challenges associated with a phenomenon, often experienced but unexplained in the world in which we live, so that we may use that knowledge and understanding to act in more informed and effective ways.

The Conceptual Framework . College of Education. Alabama State University; Corvellec, Hervé, ed. What is Theory?: Answers from the Social and Cultural Sciences . Stockholm: Copenhagen Business School Press, 2013; Asher, Herbert B. Theory-Building and Data Analysis in the Social Sciences . Knoxville, TN: University of Tennessee Press, 1984; Drafting an Argument . Writing@CSU. Colorado State University; Ravitch, Sharon M. and Matthew Riggan. Reason and Rigor: How Conceptual Frameworks Guide Research . Second edition. Los Angeles, CA: SAGE, 2017; Trochim, William M.K. Philosophy of Research . Research Methods Knowledge Base. 2006; Jarvis, Peter. The Practitioner-Researcher. Developing Theory from Practice . San Francisco, CA: Jossey-Bass, 1999.

I.  Developing the Framework

Here are some strategies to develop of an effective theoretical framework:

• Examine your thesis title and research problem . The research problem anchors your entire study and forms the basis from which you construct your theoretical framework.
• Brainstorm about what you consider to be the key variables in your research . Answer the question, "What factors contribute to the presumed effect?"
• Review related literature to find how scholars have addressed your research problem. Identify the assumptions from which the author(s) addressed the problem.
• List  the constructs and variables that might be relevant to your study. Group these variables into independent and dependent categories.
• Review key social science theories that are introduced to you in your course readings and choose the theory that can best explain the relationships between the key variables in your study [note the Writing Tip on this page].
• Discuss the assumptions or propositions of this theory and point out their relevance to your research.

A theoretical framework is used to limit the scope of the relevant data by focusing on specific variables and defining the specific viewpoint [framework] that the researcher will take in analyzing and interpreting the data to be gathered. It also facilitates the understanding of concepts and variables according to given definitions and builds new knowledge by validating or challenging theoretical assumptions.

II.  Purpose

Think of theories as the conceptual basis for understanding, analyzing, and designing ways to investigate relationships within social systems. To that end, the following roles served by a theory can help guide the development of your framework.

• Means by which new research data can be interpreted and coded for future use,
• Response to new problems that have no previously identified solutions strategy,
• Means for identifying and defining research problems,
• Means for prescribing or evaluating solutions to research problems,
• Ways of discerning certain facts among the accumulated knowledge that are important and which facts are not,
• Means of giving old data new interpretations and new meaning,
• Means by which to identify important new issues and prescribe the most critical research questions that need to be answered to maximize understanding of the issue,
• Means of providing members of a professional discipline with a common language and a frame of reference for defining the boundaries of their profession, and
• Means to guide and inform research so that it can, in turn, guide research efforts and improve professional practice.

Adapted from: Torraco, R. J. “Theory-Building Research Methods.” In Swanson R. A. and E. F. Holton III , editors. Human Resource Development Handbook: Linking Research and Practice . (San Francisco, CA: Berrett-Koehler, 1997): pp. 114-137; Jacard, James and Jacob Jacoby. Theory Construction and Model-Building Skills: A Practical Guide for Social Scientists . New York: Guilford, 2010; Ravitch, Sharon M. and Matthew Riggan. Reason and Rigor: How Conceptual Frameworks Guide Research . Second edition. Los Angeles, CA: SAGE, 2017; Sutton, Robert I. and Barry M. Staw. “What Theory is Not.” Administrative Science Quarterly 40 (September 1995): 371-384.

The theoretical framework may be rooted in a specific theory , in which case, your work is expected to test the validity of that existing theory in relation to specific events, issues, or phenomena. Many social science research papers fit into this rubric. For example, Peripheral Realism Theory, which categorizes perceived differences among nation-states as those that give orders, those that obey, and those that rebel, could be used as a means for understanding conflicted relationships among countries in Africa. A test of this theory could be the following: Does Peripheral Realism Theory help explain intra-state actions, such as, the disputed split between southern and northern Sudan that led to the creation of two nations?

However, you may not always be asked by your professor to test a specific theory in your paper, but to develop your own framework from which your analysis of the research problem is derived . Based upon the above example, it is perhaps easiest to understand the nature and function of a theoretical framework if it is viewed as an answer to two basic questions:

• What is the research problem/question? [e.g., "How should the individual and the state relate during periods of conflict?"]
• Why is your approach a feasible solution? [i.e., justify the application of your choice of a particular theory and explain why alternative constructs were rejected. I could choose instead to test Instrumentalist or Circumstantialists models developed among ethnic conflict theorists that rely upon socio-economic-political factors to explain individual-state relations and to apply this theoretical model to periods of war between nations].

The answers to these questions come from a thorough review of the literature and your course readings [summarized and analyzed in the next section of your paper] and the gaps in the research that emerge from the review process. With this in mind, a complete theoretical framework will likely not emerge until after you have completed a thorough review of the literature .

Just as a research problem in your paper requires contextualization and background information, a theory requires a framework for understanding its application to the topic being investigated. When writing and revising this part of your research paper, keep in mind the following:

• Clearly describe the framework, concepts, models, or specific theories that underpin your study . This includes noting who the key theorists are in the field who have conducted research on the problem you are investigating and, when necessary, the historical context that supports the formulation of that theory. This latter element is particularly important if the theory is relatively unknown or it is borrowed from another discipline.
• Position your theoretical framework within a broader context of related frameworks , concepts, models, or theories . As noted in the example above, there will likely be several concepts, theories, or models that can be used to help develop a framework for understanding the research problem. Therefore, note why the theory you've chosen is the appropriate one.
• The present tense is used when writing about theory. Although the past tense can be used to describe the history of a theory or the role of key theorists, the construction of your theoretical framework is happening now.
• You should make your theoretical assumptions as explicit as possible . Later, your discussion of methodology should be linked back to this theoretical framework.
• Don’t just take what the theory says as a given! Reality is never accurately represented in such a simplistic way; if you imply that it can be, you fundamentally distort a reader's ability to understand the findings that emerge. Given this, always note the limitations of the theoretical framework you've chosen [i.e., what parts of the research problem require further investigation because the theory inadequately explains a certain phenomena].

The Conceptual Framework . College of Education. Alabama State University; Conceptual Framework: What Do You Think is Going On? College of Engineering. University of Michigan; Drafting an Argument . Writing@CSU. Colorado State University; Lynham, Susan A. “The General Method of Theory-Building Research in Applied Disciplines.” Advances in Developing Human Resources 4 (August 2002): 221-241; Tavallaei, Mehdi and Mansor Abu Talib. "A General Perspective on the Role of Theory in Qualitative Research." Journal of International Social Research 3 (Spring 2010); Ravitch, Sharon M. and Matthew Riggan. Reason and Rigor: How Conceptual Frameworks Guide Research . Second edition. Los Angeles, CA: SAGE, 2017; Reyes, Victoria. Demystifying the Journal Article . Inside Higher Education; Trochim, William M.K. Philosophy of Research . Research Methods Knowledge Base. 2006; Weick, Karl E. “The Work of Theorizing.” In Theorizing in Social Science: The Context of Discovery . Richard Swedberg, editor. (Stanford, CA: Stanford University Press, 2014), pp. 177-194.

Borrowing Theoretical Constructs from Elsewhere

An increasingly important trend in the social and behavioral sciences is to think about and attempt to understand research problems from an interdisciplinary perspective. One way to do this is to not rely exclusively on the theories developed within your particular discipline, but to think about how an issue might be informed by theories developed in other disciplines. For example, if you are a political science student studying the rhetorical strategies used by female incumbents in state legislature campaigns, theories about the use of language could be derived, not only from political science, but linguistics, communication studies, philosophy, psychology, and, in this particular case, feminist studies. Building theoretical frameworks based on the postulates and hypotheses developed in other disciplinary contexts can be both enlightening and an effective way to be more engaged in the research topic.

CohenMiller, A. S. and P. Elizabeth Pate. "A Model for Developing Interdisciplinary Research Theoretical Frameworks." The Qualitative Researcher 24 (2019): 1211-1226; Frodeman, Robert. The Oxford Handbook of Interdisciplinarity . New York: Oxford University Press, 2010.

Don't Undertheorize!

Do not leave the theory hanging out there in the introduction never to be mentioned again. Undertheorizing weakens your paper. The theoretical framework you describe should guide your study throughout the paper. Be sure to always connect theory to the review of pertinent literature and to explain in the discussion part of your paper how the theoretical framework you chose supports analysis of the research problem or, if appropriate, how the theoretical framework was found to be inadequate in explaining the phenomenon you were investigating. In that case, don't be afraid to propose your own theory based on your findings.

What's a Theory? What's a Hypothesis?

The terms theory and hypothesis are often used interchangeably in newspapers and popular magazines and in non-academic settings. However, the difference between theory and hypothesis in scholarly research is important, particularly when using an experimental design. A theory is a well-established principle that has been developed to explain some aspect of the natural world. Theories arise from repeated observation and testing and incorporates facts, laws, predictions, and tested assumptions that are widely accepted [e.g., rational choice theory; grounded theory; critical race theory].

A hypothesis is a specific, testable prediction about what you expect to happen in your study. For example, an experiment designed to look at the relationship between study habits and test anxiety might have a hypothesis that states, "We predict that students with better study habits will suffer less test anxiety." Unless your study is exploratory in nature, your hypothesis should always explain what you expect to happen during the course of your research.

The key distinctions are:

• A theory predicts events in a broad, general context;  a hypothesis makes a specific prediction about a specified set of circumstances.
• A theory has been extensively tested and is generally accepted among scholars; a hypothesis is a speculative guess that has yet to be tested.

Cherry, Kendra. Introduction to Research Methods: Theory and Hypothesis . About.com Psychology; Gezae, Michael et al. Welcome Presentation on Hypothesis . Slideshare presentation.

Be Prepared to Challenge the Validity of an Existing Theory

Theories are meant to be tested and their underlying assumptions challenged; they are not rigid or intransigent, but are meant to set forth general principles for explaining phenomena or predicting outcomes. Given this, testing theoretical assumptions is an important way that knowledge in any discipline develops and grows. If you're asked to apply an existing theory to a research problem, the analysis may include the expectation by your professor that you should offer modifications to the theory based on your research findings. Indications that theoretical assumptions may need to be modified can include the following:

• Your findings suggest that the theory does not explain or account for current conditions or circumstances,
• The study reveals a finding that is significantly incongruent with what the theory attempts to explain or predict, or
• Your analysis reveals that the theory overly generalizes behaviors or actions without taking into consideration specific factors [e.g., factors related to culture, nationality, history, gender, ethnicity, age, geographic location, legal norms or customs , religion, social class, socioeconomic status, etc.].

Philipsen, Kristian. "Theory Building: Using Abductive Search Strategies." In Collaborative Research Design: Working with Business for Meaningful Findings . Per Vagn Freytag and Louise Young, editors. (Singapore: Springer Nature, 2018), pp. 45-71; Shepherd, Dean A. and Roy Suddaby. "Theory Building: A Review and Integration." Journal of Management 43 (2017): 59-86.

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• Last Updated: Mar 22, 2022 8:49 AM
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March 15, 2024

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New research suggests that our universe has no dark matter

by Bernard Rizk, University of Ottawa

The current theoretical model for the composition of the universe is that it's made of normal matter, dark energy and dark matter. A new University of Ottawa study challenges this.

A study, published today in The Astrophysical Journal , challenges the current model of the universe by showing that, in fact, it has no room for dark matter.

In cosmology , the term "dark matter" describes all that appears not to interact with light or the electromagnetic field , or that can only be explained through gravitational force . We can't see it, nor do we know what it's made of, but it helps us understand how galaxies, planets and stars behave.

Rajendra Gupta, a physics professor at the Faculty of Science, used a combination of the covarying coupling constants (CCC) and "tired light" (TL) theories (the CCC+TL model) to reach this conclusion.

This model combines two ideas—about how the forces of nature decrease over cosmic time and about light losing energy when it travels a long distance. It's been tested and has been shown to match up with several observations, such as about how galaxies are spread out and how light from the early universe has evolved.

This discovery challenges the prevailing understanding of the universe, which suggests that roughly 27% of it is composed of dark matter and less than 5% of ordinary matter , remaining being the dark energy.

Challenging the need for dark matter in the universe

"The study's findings confirm that our previous work ("JWST early universe observations and ΛCDM cosmology") about the age of the universe being 26.7 billion years has allowed us to discover that the universe does not require dark matter to exist," explains Gupta.

"In standard cosmology, the accelerated expansion of the universe is said to be caused by dark energy but is in fact due to the weakening forces of nature as it expands, not due to dark energy ."

"Redshifts" refer to when light is shifted toward the red part of the spectrum. The researcher analyzed data from recent papers on the distribution of galaxies at low redshifts and the angular size of the sound horizon in the literature at high redshift.

"There are several papers that question the existence of dark matter, but mine is the first one, to my knowledge, that eliminates its cosmological existence while being consistent with key cosmological observations that we have had time to confirm," says Gupta.

By challenging the need for dark matter in the universe and providing evidence for a new cosmological model, this study opens up new avenues for exploring the fundamental properties of the universe.

Journal information: Astrophysical Journal

Provided by University of Ottawa

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Research: How Different Fields Are Using GenAI to Redefine Roles

• Maryam Alavi

Examples from customer support, management consulting, professional writing, legal analysis, and software and technology.

The interactive, conversational, analytical, and generative features of GenAI offer support for creativity, problem-solving, and processing and digestion of large bodies of information. Therefore, these features can act as cognitive resources for knowledge workers. Moreover, the capabilities of GenAI can mitigate various hindrances to effective performance that knowledge workers may encounter in their jobs, including time pressure, gaps in knowledge and skills, and negative feelings (such as boredom stemming from repetitive tasks or frustration arising from interactions with dissatisfied customers). Empirical research and field observations have already begun to reveal the value of GenAI capabilities and their potential for job crafting.

There is an expectation that implementing new and emerging Generative AI (GenAI) tools enhances the effectiveness and competitiveness of organizations. This belief is evidenced by current and planned investments in GenAI tools, especially by firms in knowledge-intensive industries such as finance, healthcare, and entertainment, among others. According to forecasts, enterprise spending on GenAI will increase by two-fold in 2024 and grow to $151.1 billion by 2027 .

• Maryam Alavi is the Elizabeth D. & Thomas M. Holder Chair & Professor of IT Management, Scheller College of Business, Georgia Institute of Technology .

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Could AI play a role in locating damage to the brain after stroke?

by American Academy of Neurology

In a new study, AI processed text from health histories and neurologic examinations to locate lesions in the brain. The study, which looked specifically at the large language model called generative pre-trained transformer 4 (GPT-4), is published in the online issue of Neurology Clinical Practice .

A stroke can cause long-term disability or even death. Knowing where a stroke has occurred in the brain helps predict long-term effects such as problems with speech and language or a person's ability to move part of their body. It can also help determine the best treatment and a person's overall prognosis.

Damage to the brain tissue from a stroke is called a lesion. A neurologic exam can help locate lesions , when paired with a review of a person's health history. The exam involves symptom evaluation and thinking and memory tests. People with stroke often have brain scans to locate lesions.

"Not everyone with stroke has access to brain scans or neurologists, so we wanted to determine whether GPT-4 could accurately locate brain lesions after stroke based on a person's health history and a neurologic exam," said study author Jung-Hyun Lee, MD, of State University of New York (SUNY) Downstate Health Sciences University in Brooklyn and a member of the American Academy of Neurology.

The study used 46 published cases of people who had stroke. Researchers gathered text from participants' health histories and neurologic exams. The raw text was fed into GPT-4.

Researchers asked it to answer three questions: whether a participant had one or more lesions; on which side of the brain lesions were located; and in which region of the brain the lesions were found. They repeated these questions for each participant three times. Results from GPT-4 were then compared to brain scans for each participant.

Researchers found that GPT-4 processed the text from the health histories and neurologic exams to locate lesions in many participants' brains, identifying which side of the brain the lesion was on, as well as the specific brain region, with the exception of lesions in the cerebellum and spinal cord.

For the majority of people, GPT-4 was able to identify on which side of the brain lesions were found with a sensitivity of 74% and a specificity of 87%. Sensitivity is the percentage of actual positives that are correctly identified as positive. Specificity is the percentage of negatives that are correctly identified. It also identified the brain region with a sensitivity of 85% and a specificity of 94%.

When looking at how often the three tests had the same result for each participant, GPT-4 was consistent for 76% of participants regarding the number of brain lesions. It was consistent for 83% of participants for the side of the brain, and for 87% of participants regarding the brain regions.

However, when combining its responses to all three questions across all three times, GPT-4 provided accurate answers for 41% of participants.

"While not yet ready for use in the clinic, large language models such as generative pre-trained transformers have the potential not only to assist in locating lesions after stroke, they may also reduce health care disparities because they can function across different languages ," said Lee.

"The potential for use is encouraging, especially due to the great need for improved health care in underserved areas across multiple countries where access to neurologic care is limited."

A limitation of the study is that the accuracy of GPT-4 depends on the quality of the information it is provided. While researchers had detailed health histories and neurologic exam information for each participant, such information is not always available for everyone who has a stroke.

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In paleontology, correct names are keys to accurate study

Researcher resolves historical inconsistencies in name of popular fossil.

When the skeletal remains of a giant ground sloth were first unearthed in 1796, the discovery marked one of the earliest paleontological finds in American history.

The animal, named Megalonyx by Thomas Jefferson in 1799, was the first genus of fossil named from the United States. Thought to have roamed North America during one of the last ice ages, the extinct giant ground sloth was an herbivorous mammal resembling a large bear -- at full size, it likely reached nearly 10 feet tall (3 meters) and weighed about as much as a small elephant.

The report made by Jefferson, an avid fossil collector who was known to keep bones at the White House, was among the earliest papers in the scientific field that would eventually become paleontology, and may have played a role in the development of certain zoological naming conventions.

Though Jefferson named only the genus Megalonyx, public misinterpretation of the spelling of the scientific name began with the second published paper on this giant ground sloth. Later on, confusion about the true author and timing of the report caused paleontologists to debate over what the specimen's true name should be.

In an effort to settle the dispute, Loren Babcock, a professor of earth sciences at The Ohio State University, reviewed the nomenclatural history of the animal and argues that misinterpretation or spelling errors of the original harm the scientific process and disregard the importance of early paleontological work.

In an article published recently in the journal ZooKeys , Babcock asserts that since Jefferson fulfilled all the necessary requirements for establishing the formal zoological name of the giant ground sloth, he should be recognized as the true author of the genus. And because Jefferson's original moniker was spelled as Megalonyx, any other subsequent spellings of the name, like some that utilize the -onix suffix, are incorrect. Additionally, the report notes that the original spelling of the animal's species-group name, Megalonyx jeffersonii, is only correct when written with an - ii ending.

"At the time, there were no standards for publication of new names in zoology," said Babcock. "There was a binomial system of nomenclature, a genus and species name that would be attached to things, but there were no rules other than that."

Today, when a new species is discovered, scientists give it a name with two parts: The first name describes the animal's genus, or group, and the second is its species name. Until the mid-1800s, it was common practice to label animals with only a genus name, which is how Jefferson's original paper described Megalonyx. Although his observations were published more than a quarter century before paleontology was considered a formal science, it does meet modern naming requirements -- meaning his authorship of it is valid, said Babcock.

"We have rules in science just like we do in other aspects of our culture," said Babcock. "They ensure that the correct procedures are followed and we can give credit where it is due."

Resolving some of these long-standing issues is important, Babcock said, and it's worth setting the record straight. "I want to set the original usage in stone because Jefferson had done it correctly from the start," said Babcock. "It's pretty black and white. There's not much room for ambiguity when you go back and read the original manuscripts."

In the long run, having strict naming conventions also helps scientists accurately document the history of life on Earth, because what paleontologists choose to call a specimen can have profound implications for how it's studied and how those findings are communicated.

Megalonyx jeffersonii , for instance, was initially mistaken as a carnivore when its "giant claw" was compared to that of a large African lion. Jefferson soon corrected this, but his initial observations of the giant ground sloth's remains contributed to the way that Megalonyx would later be reconstructed and influenced some of the earliest developments of the discipline, and earned him the title of father of American paleontology, said Babcock.

Decades later, the first relatively complete skeleton of Megalonyx jeffersonii was found in 1890 in Holmes County, Ohio. "This skeleton has had a major impact on the history of science," Babcock said. "It's really influenced so much of the perception of paleontology and paleontological art over time."

Asone of the earliest free-standing prehistoric specimens to be mounted and displayed in an American museum, it's been used as a unique learning tool for past and future paleontologists alike. It was also a model that was later applied for dinosaur skeleton reconstructions, said Babcock. This popularity has led many other versions of Megalonyx jeffersonii to appear across digital media and pop culture throughout the past century, most notably in the "Ice Age" films as Sid the ground sloth.

Today, the reconstructed skeleton of Megalonyx jeffersonii resides in Ohio State's Orton Geological Museum, where it has been on display since April 13, 1896. And for decades, it's been known by many as simply "Jeff" for short.

Although few truly know all the details of its backstory, Babcock, who is the current director of the Orton Museum, remains confident that the legacy of Thomas Jefferson's Megalonyx jeffersonii will stand tall for centuries to come.

"Understanding the history of paleontology casts light not just on the evolution of organisms, but on the evolution of science and how we interpret that evolutionary history," he said. "So names are something that I think historians will always pay attention to."

• New Species
• Wild Animals
• Paleontology
• Early Climate
• Ancient DNA
• Archaeopteryx
• Recent single-origin hypothesis
• Skeletal muscle
• Homo ergaster
• Giant Panda

Story Source:

Materials provided by Ohio State University . Original written by Tatyana Woodall. Note: Content may be edited for style and length.

Journal Reference :

• Loren E. Babcock. Nomenclatural history of Megalonyx Jefferson, 1799 (Mammalia, Xenarthra, Pilosa, Megalonychidae) . ZooKeys , 2024; 1195: 297 DOI: 10.3897/zookeys.1195.117999

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Academic Publishing pp 23–48 Cite as

Theoretical Underpinning, Methodology, Research Questions—For Chapters 4 and 5

• David Coniam 3 &
• Peter Falvey 4  
• First Online: 03 October 2022

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Part of the book series: SpringerBriefs in Education ((BRIEFSEDUCAT))

This chapter Theoretical Underpinning , Methodology , Research Questions describes the context of the academic background of the monograph. It presents a literature review primarily focused on the qualitative methodologies employed in Chaps. 4 and 5 . It first sets the scene for the ontological and epistemological paradigms that underpin the research and then focuses on two main methodological approaches: grounded theory and narrative inquiry .

• Epistemology
• Research paradigms
• Quantitative and qualitative research methods
• Grounded theory
• Narrative inquiry

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Amin, S. (1991). The ancient world-systems versus the modern capitalist world-system. Review (Fernand Braudel Center), 349–385.

Google Scholar  

Artiles, A. (2009). Re-framing disproportionality research: Outline of a cultural-historical paradigm. Multiple Voices for Ethnically Diverse Exceptional Learners, 11 (2), 24–37.

Bamberg, M. (2012). Narrative analysis. In H. Cooper, P. M. Camic, D. L. Long, A. T. Panter, D. Rindskopf, & K. Sher (Eds.), APA handbook of research methods in psychology (Vol. 2, pp. 85–102). American Psychological Association.

Bamberg, M. (2012). Why narrative?. Narrative Inquiry , 22 (1), 202-210.

Bergman, M. M. (2008). Strawmen of the qualitative-quantitative divide. In M. M. Bergman (Ed.), Advances in mixed methods research: Theories and applications. Sage Publications.

Berry, L. E. (2016). The research relationship in narrative enquiry. Nurse Researcher, 24 (1).

Bischoping, K., & Gao, Z. (2017). Story sequencing and stereotyping. Narrative Inquiry, 27 (1), 85–108.

Article   Google Scholar  

Blair, E. (2015). A reflexive exploration of two qualitative data coding techniques. Journal of Methods and Measurement in the Social Sciences, 6 (1), 14–29.

Brohman, J. (1995). Universalism, eurocentrism, and ideological bias in development studies: From modernisation to neoliberalism. Third World Quarterly, 16 (1), 121–140.

Brown, A. (1995). Organisational culture . Pitman Publishing.

Bryman, A. (2008). Why do researchers integrate/combine/mesh/blend/mix/merge/fuse quantitative and qualitative research?. In M. M. Bergman (Ed.), Advances in mixed methods research: Theories and applications (pp. 87–99). Sage Publications.

Bryman, A. (2012). Social research methods (4th ed.). Oxford University Press.

Bryman, A., & Bell, E. (2015). Business research methods (4th ed.). Oxford University Press.

Charmaz, K. (2006). Measuring pursuits, marking self: Meaning construction in chronic illness. International Journal of Qualitative Studies on Health and Well-Being, 1 (1), 27–37.

Charmaz, K., & Belgrave, L.L. (2012). Qualitative interviewing and grounded theory analysis. In: J. F. Gubrium, J. A. Holstein, A. B. Marvasti, & K. D. McKinney (Eds.), The SAGE handbook of interview research: The complexity of the craft .

Clandinin, D. J., & Connelly, F. M. (2000). Narrative inquiry: Experience and story in qualitative research . Jossey-Bass.

Cole, A. L. (2000). Academic freedom and the publish or perish paradox in schools of education. Teacher Education Quarterly, 27 (2), 33–48.

Collins. (1979). Collins English dictionary 1979 . HarperCollins.

Connelly, F. M., & Clandinin, D. J. (1990). Stories of experience and narrative inquiry. Educational Researcher, 19 (5), 2–14.

Cresswell, J. W. (2003). Research design: Qualitative, quantitative and mixed methods approaches (2nd ed.). Sage.

Crotty, M. (1998). The foundations of social research: Meaning and perspective in the research process . Sage.

Ebel, R. L. (1962). Content standard test scores. Educational Psychological Measurement, XXII (1).

Falvey, P. (1993). Towards a taxonomy of corporate revision. Unpublished Ph.D. University of Birmingham.

Falvey, P. (2008). English language examinations. In S. Raban (Ed.), Examining the world. Cambridge University Press.

Falvey, R. (2021). Personal communication. The 5 pillars of the NHS UK Personalised Care Agenda.

Ferris, D. R., & Hedgcock, J. S. (2005). Teaching ESL composition: Purpose, process and practice (2nd ed.). Lawrence Erlbaum Associates.

Fincher, S. (2012). Using narrative methodology . University of Kent at Canterbury.

Fleiss, J. (1981). Statistical methods for rates and proportions . Wiley.

Gable, G. G. (1994). Integrating case study and survey research methods: An example in information systems. European Journal of Information Systems, 3 (2), 112–126.

Geertz, C. (1973). The interpretation of cultures: Selected essays . Basic Books.

Gergen, K. J. (1985). Social constructionist inquiry: Context and implications. In The social construction of the person (pp. 3–18). Springer.

Gergen, K. J. (2009). Relational being: Beyond self and community . Oxford University Press.

Gergen, K. J., Josselson, R., & Freeman, M. (2015). The promises of qualitative inquiry. American Psychologist, 70 (1), 1.

Gibbs, C. V. (1994). Beyond testing . The Falmer Press.

Gill, P., Stewart, K., Treasure, E., & Chadwick, B. (2008). Methods of data collection in qualitative research: Interviews and focus groups. British Dental Journal, 204 , 291–295.

Given, L. M. (2008a). Diaries and journals. In The SAGE encyclopedia of qualitative research methods .

Given, L. M. (2008b). Film and video in qualitative research. In The SAGE encyclopedia of qualitative research methods .

Glaser, B. G., & Strauss, A. L. (1967). The discovery of grounded theory: Strategies for qualitative research . Aldine de Gruyter.

Guarino, N., Oberle, D., & Staab, S. (2009). What is an ontology? In S. Staab & R. Studer (Eds.), Handbook on ontologies . Springer.

Guba, E. G., & Lincoln, Y. S. (1994). Competing paradigms in qualitative research. In N. K. Denzin, & Y. S. Lincoln (Eds.), Handbook of qualitative research (pp.105–117). Sage.

Hartley, J. (2004). Case study research. In C. Cassell & G. Symon (Eds.), Essential guide to qualitative methods in organizational research (pp. 323–333). Sage Publications Ltd.

Chapter   Google Scholar  

Hattie, J., & Marsh, H. W. (2004). One journey to unravel the relationship between research and teaching. Chapter presented at research and teaching: Closing the divide? An International Colloquium . https://cdn.auckland.ac.nz/assets/education/hattie/docs/relationship-between-research-and-teaching-(2004).pdf

Hay, C. (2007). Does ontology trump epistemology? Notes on the directional dependence of ontology and epistemology in political analysis. Politics, 27 (2), 115–118.

Healy, H. (2017). The political ecology of transdisciplinary sustainability research: From cooptation to unintended consequences . Unpublished Ph.D. thesis. Department of Geography, Kings College, The University of London.

Herbst, F., & Coldwell, D. (2004). Business research . Juta & Co Ltd.

Holloway, I. (1997). Basic concepts for qualitative research . Blackwell Science.

Hunt, K. (1965). Grammatical structures written at three grade levels . NCTE Research Report, No 3. The National Council of Teachers.

Hunt, K. (1970). Syntactic maturity in schoolchildren and adults. Monographs of the Society for Research in Child Development, 35 (134), 1067.

Johnston, M. P. (2014). Secondary data analysis: A method of which the time has come. Qualitative and Quantitative Methods in Libraries, 3 , 619–626.

Jones, O. (2020). Market economics has driven universities into crisis—And we’re all paying the price. Retrieved February 12, 2020, from https://www.theguardian.com/commentisfree/2020/feb/14/market-universities-crisis-staff-strike?CMP=share_btn_fb&fbclid=IwAR1U8grrz_p52vlg-VtPqng9fI0keTOO7W1u2ZXb_ehlEmTLV8Oud_1-RVg

Kawulich, B. B. (2005). Participant observation as a data collection method. Forum: Qualitative Social Research, 6 (2), 43.

Kenny, M., & Fourie, R. (2014). Tracing the history of grounded theory methodology: From formation to fragmentation. The Qualitative Report, 19 (52), 1–9. https://doi.org/10.46743/2160-3715/2014.1416.

Kincheloe, J. L., & Tobin, K. (2009). The much exaggerated death of positivism. Cultural Studies of Science Education, 4 (3), 513–528.

Kurtz, C. (2014). Working with stories in your community or organization: Participatory narrative inquiry (3rd ed.). Kurtz-Fernhout Publishing.

Kvale, S. (2006). Dominance through interviews and dialogues. Qualitative Inquiry, 12 (3), 480–500.

Lal, S., Suto, M., & Ungar, M. (2012). Examining the potential of combining the methods of grounded theory and narrative inquiry: A comparative analysis. Qualitative Report, 17 , 41.

Leinster-Mackay, D. P. (1978). The idea of a university: A historical perspective on some precepts and practices. Vestes, 20 (4), 28–33.

Linden, B. (2008). Basic blue skies research in the UK: Are we losing out? Journal of Biomedical Discovery and Collaboration, 3 , 3.

Marsh, D., & Furlong, P. (2002). A skin not a sweater: Ontology and epistemology in political science. Theory and Methods in Political Science, 2 , 17–41.

McNiff, J. (2007). My story is my living educational theory. In D. J. Clandinin (Ed.), Handbook of narrative inquiry: Mapping a methodology (pp. 308–329). Sage Publications Inc.

Mills, J., Bonner, A., & Francis, K. (2006). The development of constructivist grounded theory. International Journal of Qualitative Methods, 5 (1), 1–10.

Moore, J. W. (2017). The Capitalocene, Part I: On the nature and origins of our ecological crisis. The Journal of Peasant Studies .

Neubauer, B. E., Witkop, C. T., & Varpio, L. (2019). How phenomenology can help us learn from the experiences of others. Perspectives on Medical Education, 8 , 90–97.

Norgaard, R. B. (2008). The implications of interdisciplinary scientific assessments for environmental governance. In J. Ranganathan, M. Munasinghe, & F. Irwin (Eds.), Policies for sustainable governance of global ecosystem services . World Resources Institute, Edward Elgar Publishing.

O’Connor, M. P. (1999). Dialogue and debate in a post-normal practice of science: A reflexion. Futures, 31 (7), 671–687.

Patel, S. (2015). The research paradigm—Methodology, epistemology and ontology—Explained in simple language . Retrieved December 2019, from http://salmapatel.co.uk/academia/the-research-paradigm-methodology-epistemology-and-ontology-explained-in-simple-language/

Ponterotto, J. G. (2006). Brief note on the origins, evolution, and meaning of the qualitative research concept thick description. The Qualitative Report, 11 (3), 538–549.

Prasad, A., & Prasad, P. (2002). The coming of age of interpretive organizational research. Organizational Research Methods, 5 (1), 4–11.

Richards, L. (1999). Using NVivo in qualitative research . Sage Publications.

Robson, C. (2002). Real world research: A resource for social scientists and practitioner-researchers (2nd ed.). Blackwell Publishing.

Ryle, G. (1949, 2009). The concept of mind . Routledge.

Said, E. W. (1978). Orientalism . Pantheon Books.

Scotland, J. (2012). Exploring the philosophical underpinnings of research: Relating ontology and epistemology to the methodology and methods of the scientific, interpretive, and critical research paradigms. English Language Teaching, 5 , 9–16.

Simmons, N. (2017). Axial coding. In M. Allen (Ed.), The SAGE encyclopedia of communication research methods . Sage Publications.

Strauss, A., & Corbin, J. (1998). Basics of qualitative research: Techniques and procedures for developing grounded theory (2nd ed.). Sage.

Taghipour, A. (2014). Adopting constructivist versus objectivist grounded theory in health care research: A review of the evidence. Journal of Midwifery and Reproductive Health, 2 (2), 100–104.

Timonen, V., Foley, G., & Conion, C. (2018). Challenges when using grounded theory: A pragmatic introduction to doing GT research. International Journal of Qualitative Methods, 17 (1), 1–10.

Toynbee, A. (1987). A study of history . Oxford University Press.

Valdes-Viera, O. (2017). The borrowed science of neoclassical economics. Retrieved December 2019, from https://economicquestions.org/neoclassical-economics-borrowed-physics/

Wells, K. (2011). Narrative inquiry . Oxford University Press.

Book   Google Scholar  

Whitehead, T. L. (2005). Basic classical ethnographic research methods. Cultural Ecology of Health and Change, 1 , 1–29.

Wolski, U. (2018). The history of the development and propagation of QDA software. The Qualitative Report, 23 (13), 6–20. https://doi.org/10.46743/2160-3715/2018.2984

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Coniam, D., Falvey, P. (2022). Theoretical Underpinning, Methodology, Research Questions—For Chapters 4 and 5. In: Academic Publishing. SpringerBriefs in Education. Springer, Singapore. https://doi.org/10.1007/978-981-19-3065-2_3

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