what is importance of a research

2.1 Why Is Research Important?

Learning objectives.

By the end of this section, you will be able to:

• Explain how scientific research addresses questions about behavior
• Discuss how scientific research guides public policy
• Appreciate how scientific research can be important in making personal decisions

Scientific research is a critical tool for successfully navigating our complex world. Without it, we would be forced to rely solely on intuition, other people’s authority, and blind luck. While many of us feel confident in our abilities to decipher and interact with the world around us, history is filled with examples of how very wrong we can be when we fail to recognize the need for evidence in supporting claims. At various times in history, we would have been certain that the sun revolved around a flat earth, that the earth’s continents did not move, and that mental illness was caused by possession ( Figure 2.2 ). It is through systematic scientific research that we divest ourselves of our preconceived notions and superstitions and gain an objective understanding of ourselves and our world.

The goal of all scientists is to better understand the world around them. Psychologists focus their attention on understanding behavior, as well as the cognitive (mental) and physiological (body) processes that underlie behavior. In contrast to other methods that people use to understand the behavior of others, such as intuition and personal experience, the hallmark of scientific research is that there is evidence to support a claim. Scientific knowledge is empirical : It is grounded in objective, tangible evidence that can be observed time and time again, regardless of who is observing.

While behavior is observable, the mind is not. If someone is crying, we can see behavior. However, the reason for the behavior is more difficult to determine. Is the person crying due to being sad, in pain, or happy? Sometimes we can learn the reason for someone’s behavior by simply asking a question, like “Why are you crying?” However, there are situations in which an individual is either uncomfortable or unwilling to answer the question honestly, or is incapable of answering. For example, infants would not be able to explain why they are crying. In such circumstances, the psychologist must be creative in finding ways to better understand behavior. This chapter explores how scientific knowledge is generated, and how important that knowledge is in forming decisions in our personal lives and in the public domain.

Use of Research Information

Trying to determine which theories are and are not accepted by the scientific community can be difficult, especially in an area of research as broad as psychology. More than ever before, we have an incredible amount of information at our fingertips, and a simple internet search on any given research topic might result in a number of contradictory studies. In these cases, we are witnessing the scientific community going through the process of reaching a consensus, and it could be quite some time before a consensus emerges. For example, the explosion in our use of technology has led researchers to question whether this ultimately helps or hinders us. The use and implementation of technology in educational settings has become widespread over the last few decades. Researchers are coming to different conclusions regarding the use of technology. To illustrate this point, a study investigating a smartphone app targeting surgery residents (graduate students in surgery training) found that the use of this app can increase student engagement and raise test scores (Shaw & Tan, 2015). Conversely, another study found that the use of technology in undergraduate student populations had negative impacts on sleep, communication, and time management skills (Massimini & Peterson, 2009). Until sufficient amounts of research have been conducted, there will be no clear consensus on the effects that technology has on a student's acquisition of knowledge, study skills, and mental health.

In the meantime, we should strive to think critically about the information we encounter by exercising a degree of healthy skepticism. When someone makes a claim, we should examine the claim from a number of different perspectives: what is the expertise of the person making the claim, what might they gain if the claim is valid, does the claim seem justified given the evidence, and what do other researchers think of the claim? This is especially important when we consider how much information in advertising campaigns and on the internet claims to be based on “scientific evidence” when in actuality it is a belief or perspective of just a few individuals trying to sell a product or draw attention to their perspectives.

We should be informed consumers of the information made available to us because decisions based on this information have significant consequences. One such consequence can be seen in politics and public policy. Imagine that you have been elected as the governor of your state. One of your responsibilities is to manage the state budget and determine how to best spend your constituents’ tax dollars. As the new governor, you need to decide whether to continue funding early intervention programs. These programs are designed to help children who come from low-income backgrounds, have special needs, or face other disadvantages. These programs may involve providing a wide variety of services to maximize the children's development and position them for optimal levels of success in school and later in life (Blann, 2005). While such programs sound appealing, you would want to be sure that they also proved effective before investing additional money in these programs. Fortunately, psychologists and other scientists have conducted vast amounts of research on such programs and, in general, the programs are found to be effective (Neil & Christensen, 2009; Peters-Scheffer, Didden, Korzilius, & Sturmey, 2011). While not all programs are equally effective, and the short-term effects of many such programs are more pronounced, there is reason to believe that many of these programs produce long-term benefits for participants (Barnett, 2011). If you are committed to being a good steward of taxpayer money, you would want to look at research. Which programs are most effective? What characteristics of these programs make them effective? Which programs promote the best outcomes? After examining the research, you would be best equipped to make decisions about which programs to fund.

Link to Learning

Watch this video about early childhood program effectiveness to learn how scientists evaluate effectiveness and how best to invest money into programs that are most effective.

Ultimately, it is not just politicians who can benefit from using research in guiding their decisions. We all might look to research from time to time when making decisions in our lives. Imagine that your sister, Maria, expresses concern about her two-year-old child, Umberto. Umberto does not speak as much or as clearly as the other children in his daycare or others in the family. Umberto's pediatrician undertakes some screening and recommends an evaluation by a speech pathologist, but does not refer Maria to any other specialists. Maria is concerned that Umberto's speech delays are signs of a developmental disorder, but Umberto's pediatrician does not; she sees indications of differences in Umberto's jaw and facial muscles. Hearing this, you do some internet searches, but you are overwhelmed by the breadth of information and the wide array of sources. You see blog posts, top-ten lists, advertisements from healthcare providers, and recommendations from several advocacy organizations. Why are there so many sites? Which are based in research, and which are not?

In the end, research is what makes the difference between facts and opinions. Facts are observable realities, and opinions are personal judgments, conclusions, or attitudes that may or may not be accurate. In the scientific community, facts can be established only using evidence collected through empirical research.

NOTABLE RESEARCHERS

Psychological research has a long history involving important figures from diverse backgrounds. While the introductory chapter discussed several researchers who made significant contributions to the discipline, there are many more individuals who deserve attention in considering how psychology has advanced as a science through their work ( Figure 2.3 ). For instance, Margaret Floy Washburn (1871–1939) was the first woman to earn a PhD in psychology. Her research focused on animal behavior and cognition (Margaret Floy Washburn, PhD, n.d.). Mary Whiton Calkins (1863–1930) was a preeminent first-generation American psychologist who opposed the behaviorist movement, conducted significant research into memory, and established one of the earliest experimental psychology labs in the United States (Mary Whiton Calkins, n.d.).

Francis Sumner (1895–1954) was the first African American to receive a PhD in psychology in 1920. His dissertation focused on issues related to psychoanalysis. Sumner also had research interests in racial bias and educational justice. Sumner was one of the founders of Howard University’s department of psychology, and because of his accomplishments, he is sometimes referred to as the “Father of Black Psychology.” Thirteen years later, Inez Beverly Prosser (1895–1934) became the first African American woman to receive a PhD in psychology. Prosser’s research highlighted issues related to education in segregated versus integrated schools, and ultimately, her work was very influential in the hallmark Brown v. Board of Education Supreme Court ruling that segregation of public schools was unconstitutional (Ethnicity and Health in America Series: Featured Psychologists, n.d.).

Although the establishment of psychology’s scientific roots occurred first in Europe and the United States, it did not take much time until researchers from around the world began to establish their own laboratories and research programs. For example, some of the first experimental psychology laboratories in South America were founded by Horatio Piñero (1869–1919) at two institutions in Buenos Aires, Argentina (Godoy & Brussino, 2010). In India, Gunamudian David Boaz (1908–1965) and Narendra Nath Sen Gupta (1889–1944) established the first independent departments of psychology at the University of Madras and the University of Calcutta, respectively. These developments provided an opportunity for Indian researchers to make important contributions to the field (Gunamudian David Boaz, n.d.; Narendra Nath Sen Gupta, n.d.).

When the American Psychological Association (APA) was first founded in 1892, all of the members were White males (Women and Minorities in Psychology, n.d.). However, by 1905, Mary Whiton Calkins was elected as the first female president of the APA, and by 1946, nearly one-quarter of American psychologists were female. Psychology became a popular degree option for students enrolled in the nation’s historically Black higher education institutions, increasing the number of Black Americans who went on to become psychologists. Given demographic shifts occurring in the United States and increased access to higher educational opportunities among historically underrepresented populations, there is reason to hope that the diversity of the field will increasingly match the larger population, and that the research contributions made by the psychologists of the future will better serve people of all backgrounds (Women and Minorities in Psychology, n.d.).

The Process of Scientific Research

Scientific knowledge is advanced through a process known as the scientific method . Basically, ideas (in the form of theories and hypotheses) are tested against the real world (in the form of empirical observations), and those empirical observations lead to more ideas that are tested against the real world, and so on. In this sense, the scientific process is circular. The types of reasoning within the circle are called deductive and inductive. In deductive reasoning , ideas are tested in the real world; in inductive reasoning , real-world observations lead to new ideas ( Figure 2.4 ). These processes are inseparable, like inhaling and exhaling, but different research approaches place different emphasis on the deductive and inductive aspects.

In the scientific context, deductive reasoning begins with a generalization—one hypothesis—that is then used to reach logical conclusions about the real world. If the hypothesis is correct, then the logical conclusions reached through deductive reasoning should also be correct. A deductive reasoning argument might go something like this: All living things require energy to survive (this would be your hypothesis). Ducks are living things. Therefore, ducks require energy to survive (logical conclusion). In this example, the hypothesis is correct; therefore, the conclusion is correct as well. Sometimes, however, an incorrect hypothesis may lead to a logical but incorrect conclusion. Consider this argument: all ducks are born with the ability to see. Quackers is a duck. Therefore, Quackers was born with the ability to see. Scientists use deductive reasoning to empirically test their hypotheses. Returning to the example of the ducks, researchers might design a study to test the hypothesis that if all living things require energy to survive, then ducks will be found to require energy to survive.

Deductive reasoning starts with a generalization that is tested against real-world observations; however, inductive reasoning moves in the opposite direction. Inductive reasoning uses empirical observations to construct broad generalizations. Unlike deductive reasoning, conclusions drawn from inductive reasoning may or may not be correct, regardless of the observations on which they are based. For instance, you may notice that your favorite fruits—apples, bananas, and oranges—all grow on trees; therefore, you assume that all fruit must grow on trees. This would be an example of inductive reasoning, and, clearly, the existence of strawberries, blueberries, and kiwi demonstrate that this generalization is not correct despite it being based on a number of direct observations. Scientists use inductive reasoning to formulate theories, which in turn generate hypotheses that are tested with deductive reasoning. In the end, science involves both deductive and inductive processes.

For example, case studies, which you will read about in the next section, are heavily weighted on the side of empirical observations. Thus, case studies are closely associated with inductive processes as researchers gather massive amounts of observations and seek interesting patterns (new ideas) in the data. Experimental research, on the other hand, puts great emphasis on deductive reasoning.

We’ve stated that theories and hypotheses are ideas, but what sort of ideas are they, exactly? A theory is a well-developed set of ideas that propose an explanation for observed phenomena. Theories are repeatedly checked against the world, but they tend to be too complex to be tested all at once; instead, researchers create hypotheses to test specific aspects of a theory.

A hypothesis is a testable prediction about how the world will behave if our idea is correct, and it is often worded as an if-then statement (e.g., if I study all night, I will get a passing grade on the test). The hypothesis is extremely important because it bridges the gap between the realm of ideas and the real world. As specific hypotheses are tested, theories are modified and refined to reflect and incorporate the result of these tests Figure 2.5 .

To see how this process works, let’s consider a specific theory and a hypothesis that might be generated from that theory. As you’ll learn in a later chapter, the James-Lange theory of emotion asserts that emotional experience relies on the physiological arousal associated with the emotional state. If you walked out of your home and discovered a very aggressive snake waiting on your doorstep, your heart would begin to race and your stomach churn. According to the James-Lange theory, these physiological changes would result in your feeling of fear. A hypothesis that could be derived from this theory might be that a person who is unaware of the physiological arousal that the sight of the snake elicits will not feel fear.

A scientific hypothesis is also falsifiable , or capable of being shown to be incorrect. Recall from the introductory chapter that Sigmund Freud had lots of interesting ideas to explain various human behaviors ( Figure 2.6 ). However, a major criticism of Freud’s theories is that many of his ideas are not falsifiable; for example, it is impossible to imagine empirical observations that would disprove the existence of the id, the ego, and the superego—the three elements of personality described in Freud’s theories. Despite this, Freud’s theories are widely taught in introductory psychology texts because of their historical significance for personality psychology and psychotherapy, and these remain the root of all modern forms of therapy.

In contrast, the James-Lange theory does generate falsifiable hypotheses, such as the one described above. Some individuals who suffer significant injuries to their spinal columns are unable to feel the bodily changes that often accompany emotional experiences. Therefore, we could test the hypothesis by determining how emotional experiences differ between individuals who have the ability to detect these changes in their physiological arousal and those who do not. In fact, this research has been conducted and while the emotional experiences of people deprived of an awareness of their physiological arousal may be less intense, they still experience emotion (Chwalisz, Diener, & Gallagher, 1988).

Scientific research’s dependence on falsifiability allows for great confidence in the information that it produces. Typically, by the time information is accepted by the scientific community, it has been tested repeatedly.

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2.1 Why is Research Important

Learning objectives.

By the end of this section, you will be able to:

• Explain how scientific research addresses questions about behavior
• Discuss how scientific research guides public policy
• Appreciate how scientific research can be important in making personal decisions

   Scientific research is a critical tool for successfully navigating our complex world. Without it, we would be forced to rely solely on intuition, other people’s authority, and blind luck. While many of us feel confident in our abilities to decipher and interact with the world around us, history is filled with examples of how very wrong we can be when we fail to recognize the need for evidence in supporting claims. At various times in history, we would have been certain that the sun revolved around a flat earth, that the earth’s continents did not move, and that mental illness was caused by possession (figure below). It is through systematic scientific research that we divest ourselves of our preconceived notions and superstitions and gain an objective understanding of ourselves and our world.

Some of our ancestors, across the work and over the centuries, believed that trephination – the practice of making a hole in the skull, as shown here – allowed evil spirits to leave the body, thus curing mental illness and other diseases (credit” “taiproject/Flickr)

   The goal of all scientists is to better understand the world around them. Psychologists focus their attention on understanding behavior, as well as the cognitive (mental) and physiological (body) processes that underlie behavior. In contrast to other methods that people use to understand the behavior of others, such as intuition and personal experience, the hallmark of scientific research is that there is evidence to support a claim. Scientific knowledge is empirical : It is grounded in objective, tangible evidence that can be observed time and time again, regardless of who is observing.

We can easily observe the behavior of others around us. For example, if someone is crying, we can observe that behavior. However, the reason for the behavior is more difficult to determine. Is the person crying due to being sad, in pain, or happy? Sometimes, asking about the underlying cognitions is as easy as asking the subject directly: “Why are you crying?” However, there are situations in which an individual is either uncomfortable or unwilling to answer the question honestly, or is incapable of answering. For example, infants would not be able to explain why they are crying. In other situations, it may be hard to identify exactly why you feel the way you do. Think about times when you suddenly feel annoyed after a long day. There may be a specific trigger for your annoyance (a loud noise), or you may be tired, hungry, stressed, or all of the above. Human behavior is often a complicated mix of a variety of factors. In such circumstances, the psychologist must be creative in finding ways to better understand behavior. This chapter explores how scientific knowledge is generated, and how important that knowledge is in forming decisions in our personal lives and in the public domain.

USE OF RESEARCH INFORMATION

   Trying to determine which theories are and are not accepted by the scientific community can be difficult, especially in an area of research as broad as psychology. More than ever before, we have an incredible amount of information at our fingertips, and a simple internet search on any given research topic might result in a number of contradictory studies. In these cases, we are witnessing the scientific community going through the process of coming to an agreement, and it could be quite some time before a consensus emerges. In other cases, rapidly developing technology is improving our ability to measure things, and changing our earlier understanding of how the mind works.

In the meantime, we should strive to think critically about the information we encounter by exercising a degree of healthy skepticism. When someone makes a claim, we should examine the claim from a number of different perspectives: what is the expertise of the person making the claim, what might they gain if the claim is valid, does the claim seem justified given the evidence, and what do other researchers think of the claim? Science is always changing and new evidence is alwaus coming to light, thus this dash of skepticism should be applied to all research you interact with from now on. Yes, that includes the research presented in this textbook.

Evaluation of research findings can have widespread impact. Imagine that you have been elected as the governor of your state. One of your responsibilities is to manage the state budget and determine how to best spend your constituents’ tax dollars. As the new governor, you need to decide whether to continue funding the D.A.R.E. (Drug Abuse Resistance Education) program in public schools (figure below). This program typically involves police officers coming into the classroom to educate students about the dangers of becoming involved with alcohol and other drugs. According to the D.A.R.E. website (www.dare.org), this program has been very popular since its inception in 1983, and it is currently operating in 75% of school districts in the United States and in more than 40 countries worldwide. Sounds like an easy decision, right? However, on closer review, you discover that the vast majority of research into this program consistently suggests that participation has little, if any, effect on whether or not someone uses alcohol or other drugs (Clayton, Cattarello, & Johnstone, 1996; Ennett, Tobler, Ringwalt, & Flewelling, 1994; Lynam et al., 1999; Ringwalt, Ennett, & Holt, 1991). If you are committed to being a good steward of taxpayer money, will you fund this particular program, or will you try to find other programs that research has consistently demonstrated to be effective?

The D.A.R.E. program continues to be popular in schools around the world despite research suggesting that it is ineffective.

It is not just politicians who can benefit from using research in guiding their decisions. We all might look to research from time to time when making decisions in our lives. Imagine you just found out that a close friend has breast cancer or that one of your young relatives has recently been diagnosed with autism. In either case, you want to know which treatment options are most successful with the fewest side effects. How would you find that out? You would probably talk with a doctor or psychologist and personally review the research that has been done on various treatment options—always with a critical eye to ensure that you are as informed as possible.

In the end, research is what makes the difference between facts and opinions. Facts are observable realities, and opinions are personal judgments, conclusions, or attitudes that may or may not be accurate. In the scientific community, facts can be established only using evidence collected through empirical research.

THE PROCESS OF SCIENTIFIC RESEARCH

   Scientific knowledge is advanced through a process known as the scientific method . Basically, ideas (in the form of theories and hypotheses) are tested against the real world (in the form of empirical observations), and those observations lead to more ideas that are tested against the real world, and so on. In this sense, the scientific process is circular. We continually test and revise theories based on new evidence.

Two types of reasoning are used to make decisions within this model: Deductive and inductive. In deductive reasoning, ideas are tested against the empirical world. Think about a detective looking for clues and evidence to test their “hunch” about whodunit. In contrast, in inductive reasoning, empirical observations lead to new ideas. In other words, inductive reasoning involves gathering facts to create or refine a theory, rather than testing the theory by gathering facts (figure below). These processes are inseparable, like inhaling and exhaling, but different research approaches place different emphasis on the deductive and inductive aspects.

Psychological research relies on both inductive and deductive reasoning.

   In the scientific context, deductive reasoning begins with a generalization—one hypothesis—that is then used to reach logical conclusions about the real world. If the hypothesis is correct, then the logical conclusions reached through deductive reasoning should also be correct. A deductive reasoning argument might go something like this: All living things require energy to survive (this would be your hypothesis). Ducks are living things. Therefore, ducks require energy to survive (logical conclusion). In this example, the hypothesis is correct; therefore, the conclusion is correct as well. Sometimes, however, an incorrect hypothesis may lead to a logical but incorrect conclusion. Consider the famous example from Greek philosophy. A philosopher decided that human beings were “featherless bipeds”. Using deductive reasoning, all two-legged creatures without feathers must be human, right? Diogenes the Cynic (named because he was, well, a cynic) burst into the room with a freshly plucked chicken from the market and held it up exclaiming “Behold! I have brought you a man!”

Deductive reasoning starts with a generalization that is tested against real-world observations; however, inductive reasoning moves in the opposite direction. Inductive reasoning uses empirical observations to construct broad generalizations. Unlike deductive reasoning, conclusions drawn from inductive reasoning may or may not be correct, regardless of the observations on which they are based. For example, you might be a biologist attempting to classify animals into groups. You notice that quite a large portion of animals are furry and produce milk for their young (cats, dogs, squirrels, horses, hippos, etc). Therefore, you might conclude that all mammals (the name you have chosen for this grouping) have hair and produce milk. This seems like a pretty great hypothesis that you could test with deductive reasoning. You go out an look at a whole bunch of things and stumble on an exception: The coconut. Coconuts have hair and produce milk, but they don’t “fit” your idea of what a mammal is. So, using inductive reasoning given the new evidence, you adjust your theory again for an other round of data collection. Inductive and deductive reasoning work in tandem to help build and improve scientific theories over time.

We’ve stated that theories and hypotheses are ideas, but what sort of ideas are they, exactly? A theory is a well-developed set of ideas that propose an explanation for observed phenomena. Theories are repeatedly checked against the world, but they tend to be too complex to be tested all at once. Instead, researchers create hypotheses to test specific aspects of a theory.

A hypothesis is a testable prediction about how the world will behave if our theory is correct, and it is often worded as an if-then statement (e.g., if I study all night, I will get a passing grade on the test). The hypothesis is extremely important because it bridges the gap between the realm of ideas and the real world. As specific hypotheses are tested, theories are modified and refined to reflect and incorporate the result of these tests (figure below).

The scientific method of research includes proposing hypotheses, conducting research, and creating or modifying theories based on results.

   To see how this process works, let’s consider a specific theory and a hypothesis that might be generated from that theory. As you’ll learn in a later chapter, the James-Lange theory of emotion asserts that emotional experience relies on the physiological arousal associated with the emotional state. If you walked out of your home and discovered a very aggressive snake waiting on your doorstep, your heart would begin to race and your stomach churn. According to the James-Lange theory, these physiological changes would result in your feeling of fear. A hypothesis that could be derived from this theory might be that a person who is unaware of the physiological arousal that the sight of the snake elicits will not feel fear.

A scientific hypothesis is also falsifiable, or capable of being shown to be incorrect. Recall from the introductory chapter that Sigmund Freud had lots of interesting ideas to explain various human behaviors (figure below). However, a major criticism of Freud’s theories is that many of his ideas are not falsifiable. The essential characteristic of Freud’s building blocks of personality, the id, ego, and superego, is that they are unconscious, and therefore people can’t observe them. Because they cannot be observed or tested in any way, it is impossible to say that they don’t exist, so they cannot be considered scientific theories. Despite this, Freud’s theories are widely taught in introductory psychology texts because of their historical significance for personality psychology and psychotherapy, and these remain the root of all modern forms of therapy.

Many of the specifics of (a) Freud’s theories, such ad (b) his division on the mind into the id, ego, and superego, have fallen out of favor in recent decades because they are not falsifiable (i.e., cannot be verified through scientific investigation).  In broader strokes, his views set the stage for much psychological thinking today, such as the idea that some psychological process occur at the level of the unconscious.

In contrast, the James-Lange theory does generate falsifiable hypotheses, such as the one described above. Some individuals who suffer significant injuries to their spinal columns are unable to feel the bodily changes that often accompany emotional experiences. Therefore, we could test the hypothesis by determining how emotional experiences differ between individuals who have the ability to detect these changes in their physiological arousal and those who do not. In fact, this research has been conducted and while the emotional experiences of people deprived of an awareness of their physiological arousal may be less intense, they still experience emotion (Chwalisz, Diener, & Gallagher, 1988).

Scientific research’s dependence on falsifiability allows for great confidence in the information that it produces. Typically, by the time information is accepted by the scientific community, it has been tested repeatedly.

Scientists are engaged in explaining and understanding how the world around them works, and they are able to do so by coming up with theories that generate hypotheses that are testable and falsifiable. Theories that stand up to their tests are retained and refined, while those that do not are discarded or modified. IHaving good information generated from research aids in making wise decisions both in public policy and in our personal lives.

Review Questions:

1. Scientific hypotheses are ________ and falsifiable.

a. observable

b. original

c. provable

d. testable

2. ________ are defined as observable realities.

a. behaviors

c. opinions

d. theories

3. Scientific knowledge is ________.

a. intuitive

b. empirical

c. permanent

d. subjective

4. A major criticism of Freud’s early theories involves the fact that his theories ________.

a. were too limited in scope

b. were too outrageous

c. were too broad

d. were not testable

Critical Thinking Questions:

1. In this section, the D.A.R.E. program was described as an incredibly popular program in schools across the United States despite the fact that research consistently suggests that this program is largely ineffective. How might one explain this discrepancy?

2. The scientific method is often described as self-correcting and cyclical. Briefly describe your understanding of the scientific method with regard to these concepts.

Personal Application Questions:

1. Healthcare professionals cite an enormous number of health problems related to obesity, and many people have an understandable desire to attain a healthy weight. There are many diet programs, services, and products on the market to aid those who wish to lose weight. If a close friend was considering purchasing or participating in one of these products, programs, or services, how would you make sure your friend was fully aware of the potential consequences of this decision? What sort of information would you want to review before making such an investment or lifestyle change yourself?

deductive reasoning

falsifiable

hypothesis:  (plural

inductive reasoning

Answers to Exercises

Review Questions: 

1. There is probably tremendous political pressure to appear to be hard on drugs. Therefore, even though D.A.R.E. might be ineffective, it is a well-known program with which voters are familiar.

2. This cyclical, self-correcting process is primarily a function of the empirical nature of science. Theories are generated as explanations of real-world phenomena. From theories, specific hypotheses are developed and tested. As a function of this testing, theories will be revisited and modified or refined to generate new hypotheses that are again tested. This cyclical process ultimately allows for more and more precise (and presumably accurate) information to be collected.

deductive reasoning:  results are predicted based on a general premise

empirical:  grounded in objective, tangible evidence that can be observed time and time again, regardless of who is observing

fact:  objective and verifiable observation, established using evidence collected through empirical research

falsifiable:  able to be disproven by experimental results

hypothesis:  (plural: hypotheses) tentative and testable statement about the relationship between two or more variables

inductive reasoning:  conclusions are drawn from observations

opinion:  personal judgments, conclusions, or attitudes that may or may not be accurate

theory:  well-developed set of ideas that propose an explanation for observed phenomena

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Six Reasons Why Research is Important

Everyone conducts research in some form or another from a young age, whether news, books, or browsing the Internet. Internet users come across thoughts, ideas, or perspectives - the curiosity that drives the desire to explore. However, when research is essential to make practical decisions, the nature of the study alters - it all depends on its application and purpose. For instance, skilled research offered as a  research paper service  has a definite objective, and it is focused and organized. Professional research helps derive inferences and conclusions from solving problems. visit the HB tool services for the amazing research tools that will help to solve your problems regarding the research on any project.

What is the Importance of Research?

The primary goal of the research is to guide action, gather evidence for theories, and contribute to the growth of knowledge in data analysis. This article discusses the importance of research and the multiple reasons why it is beneficial to everyone, not just students and scientists.

On the other hand, research is important in business decision-making because it can assist in making better decisions when combined with their experience and intuition.

Reasons for the Importance of Research

• Acquire Knowledge Effectively
• Research helps in problem-solving
• Provides the latest information
• Builds credibility
• Helps in business success
• Discover and Seize opportunities

1-  Acquire Knowledge Efficiently through Research

The most apparent reason to conduct research is to understand more. Even if you think you know everything there is to know about a subject, there is always more to learn. Research helps you expand on any prior knowledge you have of the subject. The research process creates new opportunities for learning and progress.

2- Research Helps in Problem-solving

Problem-solving can be divided into several components, which require knowledge and analysis, for example,  identification of issues, cause identification,  identifying potential solutions, decision to take action, monitoring and evaluation of activity and outcomes.

You may just require additional knowledge to formulate an informed strategy and make an informed decision. When you know you've gathered reliable data, you'll be a lot more confident in your answer.

3- Research Provides the Latest Information

Research enables you to seek out the most up-to-date facts. There is always new knowledge and discoveries in various sectors, particularly scientific ones. Staying updated keeps you from falling behind and providing inaccurate or incomplete information. You'll be better prepared to discuss a topic and build on ideas if you have the most up-to-date information. With the help of tools and certifications such as CIRS , you may learn internet research skills quickly and easily. Internet research can provide instant, global access to information.

4- Research Builds Credibility

Research provides a solid basis for formulating thoughts and views. You can speak confidently about something you know to be true. It's much more difficult for someone to find flaws in your arguments after you've finished your tasks. In your study, you should prioritize the most reputable sources. Your research should focus on the most reliable sources. You won't be credible if your "research" comprises non-experts' opinions. People are more inclined to pay attention if your research is excellent.

5-  Research Helps in Business Success

R&D might also help you gain a competitive advantage. Finding ways to make things run more smoothly and differentiate a company's products from those of its competitors can help to increase a company's market worth.

6-  Research Discover and Seize Opportunities

People can maximize their potential and achieve their goals through various opportunities provided by research. These include getting jobs, scholarships, educational subsidies, projects, commercial collaboration, and budgeted travel. Research is essential for anyone looking for work or a change of environment. Unemployed people will have a better chance of finding potential employers through job advertisements or agencies. 

How to Improve Your Research Skills

Start with the big picture and work your way down.

It might be hard to figure out where to start when you start researching. There's nothing wrong with a simple internet search to get you started. Online resources like Google and Wikipedia are a great way to get a general idea of a subject, even though they aren't always correct. They usually give a basic overview with a short history and any important points.

Identify Reliable Source

Not every source is reliable, so it's critical that you can tell the difference between the good ones and the bad ones. To find a reliable source, use your analytical and critical thinking skills and ask yourself the following questions: Is this source consistent with other sources I've discovered? Is the author a subject matter expert? Is there a conflict of interest in the author's point of view on this topic?

Validate Information from Various Sources

Take in new information.

The purpose of research is to find answers to your questions, not back up what you already assume. Only looking for confirmation is a minimal way to research because it forces you to pick and choose what information you get and stops you from getting the most accurate picture of the subject. When you do research, keep an open mind to learn as much as possible.

Facilitates Learning Process

Learning new things and implementing them in daily life can be frustrating. Finding relevant and credible information requires specialized training and web search skills due to the sheer enormity of the Internet and the rapid growth of indexed web pages. On the other hand, short courses and Certifications like CIRS make the research process more accessible. CIRS Certification offers complete knowledge from beginner to expert level. You can become a Certified Professional Researcher and get a high-paying job, but you'll also be much more efficient and skilled at filtering out reliable data. You can learn more about becoming a Certified Professional Researcher.

Stay Organized

You'll see a lot of different material during the process of gathering data, from web pages to PDFs to videos. You must keep all of this information organized in some way so that you don't lose anything or forget to mention something properly. There are many ways to keep your research project organized, but here are a few of the most common:  Learning Management Software , Bookmarks in your browser, index cards, and a bibliography that you can add to as you go are all excellent tools for writing.

Make Use of the library's Resources

If you still have questions about researching, don't worry—even if you're not a student performing academic or course-related research, there are many resources available to assist you. Many high school and university libraries, in reality, provide resources not only for staff and students but also for the general public. Look for research guidelines or access to specific databases on the library's website. Association of Internet Research Specialists enjoys sharing informational content such as research-related articles , research papers , specialized search engines list compiled from various sources, and contributions from our members and in-house experts.

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Home » Purpose of Research – Objectives and Applications

Purpose of Research – Objectives and Applications

Table of Contents

Purpose of Research

Definition:

The purpose of research is to systematically investigate and gather information on a particular topic or issue, with the aim of answering questions, solving problems, or advancing knowledge.

The purpose of research can vary depending on the field of study, the research question, and the intended audience. In general, research can be used to:

• Generate new knowledge and theories
• Test existing theories or hypotheses
• Identify trends or patterns
• Gather information for decision-making
• Evaluate the effectiveness of programs, policies, or interventions
• Develop new technologies or products
• Identify new opportunities or areas for further study.

Objectives of Research

The objectives of research may vary depending on the field of study and the specific research question being investigated. However, some common objectives of research include:

• To explore and describe a phenomenon: Research can be conducted to describe and understand a phenomenon or situation in greater detail.
• To test a hypothesis or theory : Research can be used to test a specific hypothesis or theory by collecting and analyzing data.
• To identify patterns or trends: Research can be conducted to identify patterns or trends in data, which can provide insights into the behavior of a system or population.
• To evaluate a program or intervention: Research can be used to evaluate the effectiveness of a program or intervention, such as a new drug or educational intervention.
• To develop new knowledge or technology : Research can be conducted to develop new knowledge or technologies that can be applied to solve practical problems.
• To inform policy decisions: Research can provide evidence to inform policy decisions and improve public policy.
• To improve existing knowledge: Research can be conducted to improve existing knowledge and fill gaps in the current understanding of a topic.

Applications of Research

Research has a wide range of applications across various fields and industries. Here are some examples:

• Medicine : Research is critical in developing new treatments and drugs for diseases. Researchers conduct clinical trials to test the safety and efficacy of new medications and therapies. They also study the underlying causes of diseases to find new ways to prevent or treat them.
• Technology : Research is crucial in developing new technologies and improving existing ones. Researchers work to develop new software, hardware, and other technological innovations that can be used in various industries such as healthcare, manufacturing, and telecommunications.
• Education : Research is essential in the field of education to develop new teaching methods and strategies. Researchers conduct studies to determine the effectiveness of various educational approaches and to identify factors that influence student learning.
• Business : Research is critical in helping businesses make informed decisions. Market research can help businesses understand their target audience and identify trends in the market. Research can also help businesses improve their products and services.
• Environmental Science : Research is crucial in the field of environmental science to understand the impact of human activities on the environment. Researchers conduct studies to identify ways to reduce pollution, protect natural resources, and mitigate the effects of climate change.

Goal of Research

The ultimate goal of research is to advance our understanding of the world and to contribute to the development of new theories, ideas, and technologies that can be used to improve our lives. Some more common Goals are follows:

• Explore and discover new knowledge : Research can help uncover new information and insights that were previously unknown.
• Test hypotheses and theories : Research can be used to test and validate theories and hypotheses, allowing researchers to refine and develop their ideas.
• Solve practical problems: Research can be used to identify solutions to real-world problems and to inform policy and decision-making.
• Improve understanding : Research can help improve our understanding of complex phenomena and systems, such as the human body, the natural world, and social systems.
• Develop new technologies and innovations : Research can lead to the development of new technologies, products, and innovations that can improve our lives and society.
• Contribute to the development of academic fields : Research can help advance academic fields by expanding our knowledge and understanding of important topics and areas of inquiry.

Importance of Research

The importance of research lies in its ability to generate new knowledge and insights, to test existing theories and ideas, and to solve practical problems.

Some of the key reasons why research is important are:

• Advancing knowledge: Research is essential for advancing knowledge and understanding in various fields. It enables us to explore and discover new concepts, ideas, and phenomena that can contribute to scientific and technological progress.
• Solving problems : Research can help identify and solve practical problems and challenges in various domains, such as health care, agriculture, engineering, and social policy.
• Innovation : Research is a critical driver of innovation, as it enables the development of new products, services, and technologies that can improve people’s lives and contribute to economic growth.
• Evidence-based decision-making : Research provides evidence and data that can inform decision-making in various fields, such as policy-making, business strategy, and healthcare.
• Personal and professional development : Engaging in research can also contribute to personal and professional development, as it requires critical thinking, problem-solving, and communication skills.

When to use Research

Research should be used in situations where there is a need to gather new information, test existing theories, or solve problems. Some common scenarios where research is often used include:

• Scientific inquiry : Research is essential for advancing scientific knowledge and understanding, and for exploring new concepts, theories, and phenomena.
• Business and market analysis: Research is critical for businesses to gather data and insights about the market, customer preferences, and competition, to inform decision-making and strategy development.
• Social policy and public administration: Research is often used in social policy and public administration to evaluate the effectiveness of programs and policies, and to identify areas where improvements are needed.
• Healthcare: Research is essential in healthcare to develop new treatments, improve existing ones, and to understand the causes and mechanisms of diseases.
• Education : Research is critical in education to evaluate the effectiveness of teaching methods and programs, and to develop new approaches to learning.

About the author

Muhammad Hassan

Researcher, Academic Writer, Web developer

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What Is the Importance of Research? 5 Reasons Why Research is Critical

by Logan Bessant | Nov 16, 2021 | Science

Most of us appreciate that research is a crucial part of medical advancement. But what exactly is the importance of research? In short, it is critical in the development of new medicines as well as ensuring that existing treatments are used to their full potential. 

Research can bridge knowledge gaps and change the way healthcare practitioners work by providing solutions to previously unknown questions.

In this post, we’ll discuss the importance of research and its impact on medical breakthroughs.  

The Importance Of Health Research

The purpose of studying is to gather information and evidence, inform actions, and contribute to the overall knowledge of a certain field. None of this is possible without research. 

Understanding how to conduct research and the importance of it may seem like a very simple idea to some, but in reality, it’s more than conducting a quick browser search and reading a few chapters in a textbook. 

No matter what career field you are in, there is always more to learn. Even for people who hold a Doctor of Philosophy (PhD) in their field of study, there is always some sort of unknown that can be researched. Delving into this unlocks the unknowns, letting you explore the world from different perspectives and fueling a deeper understanding of how the universe works.

To make things a little more specific, this concept can be clearly applied in any healthcare scenario. Health research has an incredibly high value to society as it provides important information about disease trends and risk factors, outcomes of treatments, patterns of care, and health care costs and use. All of these factors as well as many more are usually researched through a clinical trial. 

What Is The Importance Of Clinical Research?

Clinical trials are a type of research that provides information about a new test or treatment. They are usually carried out to find out what, or if, there are any effects of these procedures or drugs on the human body. 

All legitimate clinical trials are carefully designed, reviewed and completed, and need to be approved by professionals before they can begin. They also play a vital part in the advancement of medical research including:

• Providing new and good information on which types of drugs are more effective.  
• Bringing new treatments such as medicines, vaccines and devices into the field. 
• Testing the safety and efficacy of a new drug before it is brought to market and used in clinical practice.
• Giving the opportunity for more effective treatments to benefit millions of lives both now and in the future. 
• Enhancing health, lengthening life, and reducing the burdens of illness and disability. 

This all plays back to clinical research as it opens doors to advancing prevention, as well as providing treatments and cures for diseases and disabilities. Clinical trial volunteer participants are essential to this progress which further supports the need for the importance of research to be well-known amongst healthcare professionals, students and the general public. 

Five Reasons Why Research is Critical

Research is vital for almost everyone irrespective of their career field. From doctors to lawyers to students to scientists, research is the key to better work. 

• Increases quality of life

 Research is the backbone of any major scientific or medical breakthrough. None of the advanced treatments or life-saving discoveries used to treat patients today would be available if it wasn’t for the detailed and intricate work carried out by scientists, doctors and healthcare professionals over the past decade. 

This improves quality of life because it can help us find out important facts connected to the researched subject. For example, universities across the globe are now studying a wide variety of things from how technology can help breed healthier livestock, to how dance can provide long-term benefits to people living with Parkinson’s. 

For both of these studies, quality of life is improved. Farmers can use technology to breed healthier livestock which in turn provides them with a better turnover, and people who suffer from Parkinson’s disease can find a way to reduce their symptoms and ease their stress. 

Research is a catalyst for solving the world’s most pressing issues. Even though the complexity of these issues evolves over time, they always provide a glimmer of hope to improving lives and making processes simpler. 

• Builds up credibility 

People are willing to listen and trust someone with new information on one condition – it’s backed up. And that’s exactly where research comes in. Conducting studies on new and unfamiliar subjects, and achieving the desired or expected outcome, can help people accept the unknown.

However, this goes without saying that your research should be focused on the best sources. It is easy for people to poke holes in your findings if your studies have not been carried out correctly, or there is no reliable data to back them up. 

This way once you have done completed your research, you can speak with confidence about your findings within your field of study. 

• Drives progress forward 

It is with thanks to scientific research that many diseases once thought incurable, now have treatments. For example, before the 1930s, anyone who contracted a bacterial infection had a high probability of death. There simply was no treatment for even the mildest of infections as, at the time, it was thought that nothing could kill bacteria in the gut.

When antibiotics were discovered and researched in 1928, it was considered one of the biggest breakthroughs in the medical field. This goes to show how much research drives progress forward, and how it is also responsible for the evolution of technology . 

Today vaccines, diagnoses and treatments can all be simplified with the progression of medical research, making us question just what research can achieve in the future. 

• Engages curiosity 

The acts of searching for information and thinking critically serve as food for the brain, allowing our inherent creativity and logic to remain active. Aside from the fact that this curiosity plays such a huge part within research, it is also proven that exercising our minds can reduce anxiety and our chances of developing mental illnesses in the future. 

Without our natural thirst and our constant need to ask ‘why?’ and ‘how?’ many important theories would not have been put forward and life-changing discoveries would not have been made. The best part is that the research process itself rewards this curiosity. 

Research opens you up to different opinions and new ideas which can take a proposed question and turn into a real-life concept. It also builds discerning and analytical skills which are always beneficial in many career fields – not just scientific ones. 

• Increases awareness 

The main goal of any research study is to increase awareness, whether it’s contemplating new concepts with peers from work or attracting the attention of the general public surrounding a certain issue. 

Around the globe, research is used to help raise awareness of issues like climate change, racial discrimination, and gender inequality. Without consistent and reliable studies to back up these issues, it would be hard to convenience people that there is a problem that needs to be solved in the first place. 

The problem is that social media has become a place where fake news spreads like a wildfire, and with so many incorrect facts out there it can be hard to know who to trust. Assessing the integrity of the news source and checking for similar news on legitimate media outlets can help prove right from wrong. 

This can pinpoint fake research articles and raises awareness of just how important fact-checking can be. 

The Importance Of Research To Students

It is not a hidden fact that research can be mentally draining, which is why most students avoid it like the plague. But the matter of fact is that no matter which career path you choose to go down, research will inevitably be a part of it. 

But why is research so important to students ? The truth is without research, any intellectual growth is pretty much impossible. It acts as a knowledge-building tool that can guide you up to the different levels of learning. Even if you are an expert in your field, there is always more to uncover, or if you are studying an entirely new topic, research can help you build a unique perspective about it.

For example, if you are looking into a topic for the first time, it might be confusing knowing where to begin. Most of the time you have an overwhelming amount of information to sort through whether that be reading through scientific journals online or getting through a pile of textbooks. Research helps to narrow down to the most important points you need so you are able to find what you need to succeed quickly and easily. 

It can also open up great doors in the working world. Employers, especially those in the scientific and medical fields, are always looking for skilled people to hire. Undertaking research and completing studies within your academic phase can show just how multi-skilled you are and give you the resources to tackle any tasks given to you in the workplace. 

The Importance Of Research Methodology

There are many different types of research that can be done, each one with its unique methodology and features that have been designed to use in specific settings. 

When showing your research to others, they will want to be guaranteed that your proposed inquiry needs asking, and that your methodology is equipt to answer your inquiry and will convey the results you’re looking for.

That’s why it’s so important to choose the right methodology for your study. Knowing what the different types of research are and what each of them focuses on can allow you to plan your project to better utilise the most appropriate methodologies and techniques available. Here are some of the most common types:

• Theoretical Research: This attempts to answer a question based on the unknown. This could include studying phenomena or ideas whose conclusions may not have any immediate real-world application. Commonly used in physics and astronomy applications.
• Applied Research: Mainly for development purposes, this seeks to solve a practical problem that draws on theory to generate practical scientific knowledge. Commonly used in STEM and medical fields. 
• Exploratory Research: Used to investigate a problem that is not clearly defined, this type of research can be used to establish cause-and-effect relationships. It can be applied in a wide range of fields from business to literature. 
• Correlational Research: This identifies the relationship between two or more variables to see if and how they interact with each other. Very commonly used in psychological and statistical applications. 

The Importance Of Qualitative Research

This type of research is most commonly used in scientific and social applications. It collects, compares and interprets information to specifically address the “how” and “why” research questions. 

Qualitative research allows you to ask questions that cannot be easily put into numbers to understand human experience because you’re not limited by survey instruments with a fixed set of possible responses.

Information can be gathered in numerous ways including interviews, focus groups and ethnographic research which is then all reported in the language of the informant instead of statistical analyses. 

This type of research is important because they do not usually require a hypothesis to be carried out. Instead, it is an open-ended research approach that can be adapted and changed while the study is ongoing. This enhances the quality of the data and insights generated and creates a much more unique set of data to analyse. 

The Process Of Scientific Research

No matter the type of research completed, it will be shared and read by others. Whether this is with colleagues at work, peers at university, or whilst it’s being reviewed and repeated during secondary analysis.

A reliable procedure is necessary in order to obtain the best information which is why it’s important to have a plan. Here are the six basic steps that apply in any research process. 

• Observation and asking questions: Seeing a phenomenon and asking yourself ‘How, What, When, Who, Which, Why, or Where?’. It is best that these questions are measurable and answerable through experimentation. 
• Gathering information: Doing some background research to learn what is already known about the topic, and what you need to find out. 
• Forming a hypothesis: Constructing a tentative statement to study.
• Testing the hypothesis: Conducting an experiment to test the accuracy of your statement. This is a way to gather data about your predictions and should be easy to repeat. 
• Making conclusions: Analysing the data from the experiment(s) and drawing conclusions about whether they support or contradict your hypothesis. 
• Reporting: Presenting your findings in a clear way to communicate with others. This could include making a video, writing a report or giving a presentation to illustrate your findings. 

Although most scientists and researchers use this method, it may be tweaked between one study and another. Skipping or repeating steps is common within, however the core principles of the research process still apply.

By clearly explaining the steps and procedures used throughout the study, other researchers can then replicate the results. This is especially beneficial for peer reviews that try to replicate the results to ensure that the study is sound. 

What Is The Importance Of Research In Everyday Life?

Conducting a research study and comparing it to how important it is in everyday life are two very different things.

Carrying out research allows you to gain a deeper understanding of science and medicine by developing research questions and letting your curiosity blossom. You can experience what it is like to work in a lab and learn about the whole reasoning behind the scientific process. But how does that impact everyday life? 

Simply put, it allows us to disprove lies and support truths. This can help society to develop a confident attitude and not believe everything as easily, especially with the rise of fake news.

Research is the best and reliable way to understand and act on the complexities of various issues that we as humans are facing. From technology to healthcare to defence to climate change, carrying out studies is the only safe and reliable way to face our future.

Not only does research sharpen our brains, but also helps us to understand various issues of life in a much larger manner, always leaving us questioning everything and fuelling our need for answers. 

Logan Bessant is a dedicated science educator and the founder of Science Resource Online, launched in 2020. With a background in science education and a passion for accessible learning, Logan has built a platform that offers free, high-quality educational resources to learners of all ages and backgrounds.

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What is Research? – Purpose of Research

• By DiscoverPhDs
• September 10, 2020

The purpose of research is to enhance society by advancing knowledge through the development of scientific theories, concepts and ideas. A research purpose is met through forming hypotheses, collecting data, analysing results, forming conclusions, implementing findings into real-life applications and forming new research questions.

What is Research

Simply put, research is the process of discovering new knowledge. This knowledge can be either the development of new concepts or the advancement of existing knowledge and theories, leading to a new understanding that was not previously known.

As a more formal definition of research, the following has been extracted from the Code of Federal Regulations :

While research can be carried out by anyone and in any field, most research is usually done to broaden knowledge in the physical, biological, and social worlds. This can range from learning why certain materials behave the way they do, to asking why certain people are more resilient than others when faced with the same challenges.

The use of ‘systematic investigation’ in the formal definition represents how research is normally conducted – a hypothesis is formed, appropriate research methods are designed, data is collected and analysed, and research results are summarised into one or more ‘research conclusions’. These research conclusions are then shared with the rest of the scientific community to add to the existing knowledge and serve as evidence to form additional questions that can be investigated. It is this cyclical process that enables scientific research to make continuous progress over the years; the true purpose of research.

What is the Purpose of Research

From weather forecasts to the discovery of antibiotics, researchers are constantly trying to find new ways to understand the world and how things work – with the ultimate goal of improving our lives.

The purpose of research is therefore to find out what is known, what is not and what we can develop further. In this way, scientists can develop new theories, ideas and products that shape our society and our everyday lives.

Although research can take many forms, there are three main purposes of research:

• Exploratory: Exploratory research is the first research to be conducted around a problem that has not yet been clearly defined. Exploration research therefore aims to gain a better understanding of the exact nature of the problem and not to provide a conclusive answer to the problem itself. This enables us to conduct more in-depth research later on.
• Descriptive: Descriptive research expands knowledge of a research problem or phenomenon by describing it according to its characteristics and population. Descriptive research focuses on the ‘how’ and ‘what’, but not on the ‘why’.
• Explanatory: Explanatory research, also referred to as casual research, is conducted to determine how variables interact, i.e. to identify cause-and-effect relationships. Explanatory research deals with the ‘why’ of research questions and is therefore often based on experiments.

Characteristics of Research

There are 8 core characteristics that all research projects should have. These are:

• Empirical  – based on proven scientific methods derived from real-life observations and experiments.
• Logical  – follows sequential procedures based on valid principles.
• Cyclic  – research begins with a question and ends with a question, i.e. research should lead to a new line of questioning.
• Controlled  – vigorous measures put into place to keep all variables constant, except those under investigation.
• Hypothesis-based  – the research design generates data that sufficiently meets the research objectives and can prove or disprove the hypothesis. It makes the research study repeatable and gives credibility to the results.
• Analytical  – data is generated, recorded and analysed using proven techniques to ensure high accuracy and repeatability while minimising potential errors and anomalies.
• Objective  – sound judgement is used by the researcher to ensure that the research findings are valid.
• Statistical treatment  – statistical treatment is used to transform the available data into something more meaningful from which knowledge can be gained.

Finding a PhD has never been this easy – search for a PhD by keyword, location or academic area of interest.

Types of Research

Research can be divided into two main types: basic research (also known as pure research) and applied research.

Basic Research

Basic research, also known as pure research, is an original investigation into the reasons behind a process, phenomenon or particular event. It focuses on generating knowledge around existing basic principles.

Basic research is generally considered ‘non-commercial research’ because it does not focus on solving practical problems, and has no immediate benefit or ways it can be applied.

While basic research may not have direct applications, it usually provides new insights that can later be used in applied research.

Applied Research

Applied research investigates well-known theories and principles in order to enhance knowledge around a practical aim. Because of this, applied research focuses on solving real-life problems by deriving knowledge which has an immediate application.

Methods of Research

Research methods for data collection fall into one of two categories: inductive methods or deductive methods.

Inductive research methods focus on the analysis of an observation and are usually associated with qualitative research. Deductive research methods focus on the verification of an observation and are typically associated with quantitative research.

Qualitative Research

Qualitative research is a method that enables non-numerical data collection through open-ended methods such as interviews, case studies and focus groups .

It enables researchers to collect data on personal experiences, feelings or behaviours, as well as the reasons behind them. Because of this, qualitative research is often used in fields such as social science, psychology and philosophy and other areas where it is useful to know the connection between what has occurred and why it has occurred.

Quantitative Research

Quantitative research is a method that collects and analyses numerical data through statistical analysis.

It allows us to quantify variables, uncover relationships, and make generalisations across a larger population. As a result, quantitative research is often used in the natural and physical sciences such as engineering, biology, chemistry, physics, computer science, finance, and medical research, etc.

What does Research Involve?

Research often follows a systematic approach known as a Scientific Method, which is carried out using an hourglass model.

A research project first starts with a problem statement, or rather, the research purpose for engaging in the study. This can take the form of the ‘ scope of the study ’ or ‘ aims and objectives ’ of your research topic.

Subsequently, a literature review is carried out and a hypothesis is formed. The researcher then creates a research methodology and collects the data.

The data is then analysed using various statistical methods and the null hypothesis is either accepted or rejected.

In both cases, the study and its conclusion are officially written up as a report or research paper, and the researcher may also recommend lines of further questioning. The report or research paper is then shared with the wider research community, and the cycle begins all over again.

Although these steps outline the overall research process, keep in mind that research projects are highly dynamic and are therefore considered an iterative process with continued refinements and not a series of fixed stages.

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What Is Research and Why We Do It

• First Online: 23 June 2020

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• Carlo Ghezzi 2  

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The notions of science and scientific research are discussed and the motivations for doing research are analyzed. Research can span a broad range of approaches, from purely theoretical to practice-oriented; different approaches often coexist and fertilize each other. Research ignites human progress and societal change. In turn, society drives and supports research. The specific role of research in Informatics is discussed. Informatics is driving the current transition towards the new digital society in which we will live in the future.

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In [ 34 ], P.E. Medawar discusses what he calls the “snobismus” of pure versus applied science. In his words, this is one of the most damaging forms of snobbism, which draws a class distinction between pure and applied science.

Originality, rigor, and significance have been defined and used as the key criteria to evaluate research outputs by the UK Research Excellence Framework (REF) [ 46 ]. A research evaluation exercise has been performed periodically since 1986 on UK higher education institutions and their research outputs have been rated according to their originality, rigor, and significance.

The importance of realizing that “we don’t know” was apparently first stated by Socrates, according to Plato’s account of his thought. This is condensed in the famous paradox “I know that I don’t know.”

This view applies mainly to natural and physical sciences.

Roy Amara was President of the Institute for Future, a USA-based think tank, from 1971 until 1990.

The Turing Award is generally recognized as the Nobel prize of Informatics.

See http://uis.unesco.org/apps/visualisations/research-and-development-spending/ .

Israel is a very good example. Investments in research resulted in a proliferation of new, cutting-edge enterprises. The term start-up nation has been coined by Dan Senor and Saul Singer in their successful book [ 51 ] to characterize this phenomenon.

https://ec.europa.eu/programmes/horizon2020/en/h2020-section/societal-challenges .

https://ec.europa.eu/programmes/horizon2020/en/h2020-section/cross-cutting-activities-focus-areas .

This figure has been adapted from a presentation by A. Fuggetta, which describes the mission of Cefriel, an Italian institution with a similar role of Fraunhofer, on a smaller scale.

The ERC takes an ecumenical approach and calls the research sector “Computer Science and Informatics.”

I discuss here the effect of “big data” on research, although most sectors of society—industry, finance, health, …—are also deeply affected.

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Why is Research Important in Healthcare?

• January 9, 2023

Table of Contents

Research is critical to improving patient outcomes and the quality of healthcare. It helps us to understand what works, what doesn’t work, and why. In addition, research is essential for developing new treatments and therapies. Without research, we would not have many of the lifesaving vaccines and medications that we take for granted today.

What Is Healthcare Research?

Research in healthcare is scientific and academic innovation aimed at answering medical and social questions. It typically involves observing, comparing, and sometimes testing people with different conditions; analyzing samples of blood or other tissues; examining patient records; surveying data from health and lifestyle surveys; and exploring the benefits, costs, acceptability, and wider impact of treatments.

Research in healthcare can also focus on improving the lives of people who receive care from our social care sector by introducing new devices or technologies, such as lifting equipment for residents or changing policies for better practice.

1. Research helps determine the best treatments and practices for various conditions.

Research helps to identify new and better ways to prevent, diagnose, and treat diseases and conditions. It provides insights into the causes of illnesses as well as potential treatments that can be applied in clinical practice.

By studying various factors such as lifestyle choices, diet patterns, social networks, and family support systems, researchers can provide information about what works best for different conditions. This helps doctors make informed decisions about their patients’ healthcare plans and provides them with the knowledge they need to provide effective treatments.

2. Research can identify risk factors for certain diseases and conditions

Research can help identify risk factors associated with specific diseases and conditions. These include physical , social , genetic , environmental , and lifestyle factors.

By studying groups of people and their patterns of disease occurrence, researchers can identify potential risk factors for a given condition and explore ways to reduce them or prevent them from occurring in the first place. This includes exploring potential preventive measures such as vaccines or lifestyle changes that may help reduce the risk of developing a given condition.

3. Research can identify early warning signs of certain diseases and conditions

Research can help identify early warning signs of certain diseases and conditions by examining new detection methods, conducting clinical trials, and performing studies on patients. This enables researchers to gain a better understanding of the causes, symptoms, and progression of diseases so they can develop more accurate diagnostic tools and effective treatments.

Research also provides insights into how certain conditions may affect individuals differently depending on their age or genetic background. Ultimately this leads to better outcomes for people with diagnosed illnesses by allowing them to take proactive steps to manage their condition or live a healthier lifestyle.

4. Research can identify the most effective treatments for certain conditions

Research can help to identify new and better ways to prevent, diagnose, and treat diseases and conditions. This enables researchers to study the effectiveness of different treatments for specific ailments in order to provide patients with information about what works best for them.

5. Research can help identify the best ways to care for patients

Research can help to identify the best ways to care for patients by providing new and improved treatments, information about what works and what does not, and an overall better understanding of diseases. This knowledge can be used to prevent, diagnose, treat, and prevent disease; provide better quality care; and improve patient outcomes.

Additionally, research helps medical professionals stay up-to-date on the latest advances in medical science so they can provide their patients with the best care possible, including health digitalization .

6. Research can help find ways to prevent certain conditions from developing

Research can help identify risk factors and explore potential methods of prevention for certain conditions. This may include vaccines, lifestyle changes, or medicines.

By understanding the causes of certain conditions and exploring ways to prevent them, researchers can help prevent people from developing those conditions in the first place. This can have a positive impact on communities by improving care and helping more people around the world.

7. Research can help find ways to prevent complications from developing in certain conditions

Research can help to identify risk factors and explore potential methods of prevention for conditions such as diseases and illnesses. By understanding the causes of a condition and its associated risks, researchers can develop strategies to reduce the likelihood of complications occurring. This will help improve patient care by allowing doctors to provide more effective treatments while also reducing the number of adverse side effects associated with them.

8. Research can help find better ways to communicate information about specific conditions and treatments to the public

Research can help improve public communication about certain conditions and treatments by providing evidence-based information. By disseminating this research-based knowledge to the public through various channels such as websites and publications, people can make more informed decisions about their healthcare. They will also have access to up-to-date information about current research trends in their area of interest or concern.

9. Research can help identify the best ways to engage with healthcare stakeholders

Research can help to identify the key stakeholders involved in healthcare, such as patients, healthcare providers, payers, and insurers, and analyze existing theories, models, and frameworks that govern these relationships to better understand how they work together to influence health outcomes and research effectiveness.

It can also identify ways to improve communication between stakeholders through research in order to ensure that everyone has access to the best possible care while reducing costs associated with treatments or hospital stays.

10. Research can help find ways to improve the quality and effectiveness of healthcare by generating new evidence .

Research can help improve the quality and effectiveness of healthcare by generating new evidence that can be applied to make healthcare affordable, safe, effective, equitable, accessible, and patient-centered .

By applying this evidence in practice, healthcare systems can be improved to ensure that patients receive the best possible care. This may include making decisions that are better informed by research findings or organizing care processes to improve safety and efficacy. It may also provide an opportunity to design healthcare benefits or inform policy changes that benefit patients across the board.

Research is essential in healthcare in order to improve the quality and effectiveness of care while also making it more affordable and accessible. By applying evidence-based practices and real-world evidence , healthcare systems can be improved to better serve patients and digitalize the field.

Health Analytics bridges the gap between sound scientific data and market access. Phone: (410) 997-3314 Email: [email protected]

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8 Reasons Why Research is Important and Steps to Conduct Research

Research is a vital component of today’s society and significantly impacts our lives. It is impossible to exaggerate the importance of research since it gives us important knowledge and insights into various facets of life. 

Research greatly influences our daily lives, from understanding diseases and discovering treatments to creating new technologies and inventions. However, this article will discuss eight factors that make research important and how it affects society. 

So, why is research important? Let’s get into the article to discover the answer to your question.

Table of Contents

Importance of Research

There are several reasons why research is important. In every aspect of our lives, research plays a vital role. These aspects may include:

• Making informed decisions, 
• Advancing technology and innovation, 
• Resolving real-world issues, 
• Enhancing education and learning, 
• Promoting economic growth, and 
• Ensuring that facts support laws and policies. 

Moreover, researchers can find new knowledge that advances our understanding of a particular topic by performing in-depth examinations and experiments. We may use this information to address problems in the real world and apply it to various sectors, including social sciences and medicine. 

We can make wiser decisions regarding our health, finances, and other matters because of the accurate and dependable knowledge we receive through research.

Why Research Matters: Uncovering the Top 8 Reasons

This section will cover the top reasons for the importance of research. Let’s get in to explore!

1. Acquire Knowledge Effectively

Research is a good method of learning about a certain subject. Researchers conduct lengthy studies and experiments to get insightful findings and collect and analyze data. By providing us deeper understanding and knowledge about the topic, this process helps us make better judgments. 

Whether you are a professional, a student, or just someone interested, research is a great way to learn new things and expand your knowledge.

2. Helps in Problem-Solving

Real-world problem-solving heavily relies on research. Researchers perform studies and experiments to determine the underlying causes of a certain problem and create methods to solve it. 

For example, social science research has assisted in addressing challenges like poverty, injustice, and prejudice, while medical research has contributed to discovering vaccinations and life-saving therapies. 

Research aids us in addressing some of the most difficult issues our society is now experiencing by offering answers supported by evidence.

3. Provides the Latest Information

Research gives us the most recent and accurate information about a given subject. Researchers revise their studies to account for changes when new revelations and data are discovered. 

This guarantees that we consistently use the most up-to-date and trustworthy information, enabling us to make better and more informed decisions. In order to succeed, you need to have access to the most recent knowledge, regardless of your line of work, whether it is business, school, or anything else.

4. Builds Credibility

Building credibility in your profession via research is beneficial. You show your knowledge and competence on a subject when you undertake research and publish your results. 

This might offer new professional growth and development prospects by establishing you as an authority in your sector. Furthermore, you demonstrate your dedication to accuracy and dependability by relying on evidence-based information, further boosting your credibility .

5. Helps in Business Success 

Businesses must conduct research if they want to succeed. Companies may find new possibilities, comprehend customer preferences, and create development plans by performing market research . 

Research also aids in spotting emerging trends and technology that might provide companies with a competitive edge. Research enables businesses to remain ahead of the curve and achieve long-term success by investing.

6. Discover and Seize Opportunities

Want to get benefits from new opportunities? Say yes to research. 

Finding and taking advantage of new opportunities is made easier by research. Research may assist you in spotting new trends and potential development areas, whether you are an entrepreneur, a student, or a professional. 

Keeping up with the most recent research will enable you to spot fresh chances for professional and personal growth, which will help you realize your objectives.

7. Introduces You to New Ideas

Another reason for the importance of research is it introduces you to various new ideas. You learn new concepts and methods of thinking through research. 

You can discover multiple theories, thoughts, and problem-solving methods by reading research papers and publications. This can deepen your comprehension of a topic and present fresh professional and personal development opportunities.

Let’s say you are an Instagram influencer and want new content ideas. By thoroughly researching new trends and problems people face nowadays, you will get multiple ideas for your content. 

8. Helps You to Reach People

Research makes reaching people and understanding their thoughts, attitudes, and behaviors possible. Researchers can gather data and use it to analyze it to acquire insights into the beliefs and attitudes of various groups of people by researching a certain issue. 

This information helps in understanding how and why individuals make decisions. Additionally, research can be used to identify consumer needs and preferences, allowing businesses to create targeted marketing campaigns.

Overall, research is a wonderful tool for interacting with people since it allows us to understand them better and make decisions based on their thoughts and feedback.

How to Improve Your Research Skills

As research is vital in every field, it is also an important task to improve your research skills. In this section, we will discover all the tips and tricks for mastering and making the most out of your research skills . 

1. Start with a Big Picture and Make Work Your Way Down

A clear idea of the larger picture is one of the most critical parts of conducting research. This entails having a wide awareness of the issue under consideration and the context in which it exists. 

Beginning with the large picture and working your way down might assist you in identifying the essential concepts and ideas most important to your research issue. Consider the situation where you are researching the impact of social media on mental health. In such a scenario, you may begin by studying the origins and development of social media, as well as its various uses and negative effects. 

You may then focus on certain platforms and their impact on mental health. However, you can find the most relevant sources of information and ensure your research is thorough and well-informed by having a clear awareness of the broader picture.

2. Identify Reliable Sources

Finding trustworthy sources of information is the next step after having a firm grasp of the larger picture. Peer-reviewed publications published by respected publishers and founded on reliable research methodologies are considered reliable. 

There are several methods for locating reliable sources of information. One of the most effective approaches is utilizing academic databases like JSTOR, Google Scholar, and PubMed.

These databases enable you to look for publications that have undergone peer review and have been issued by respectable publishers. To find trustworthy information sources, you may also speak with subject-respective experts, librarians, and other experts in your industry.

3. Validate Information from Multiple Sources

The next step is to validate the data you acquired from multiple sources after identifying your information sources. To make sure the data you’ve obtained from various sources is reliable and consistent, you should compare and contrast it.

Searching for confirming evidence from several sources is one technique to verify the information. Similar findings from several sources increase the likelihood that the data is accurate. 

To confirm that the writers of the sources you are utilizing are competent to write on the subject, you may also verify their qualifications and experience.

4. Take in New Information

Constantly absorbing fresh information is another important component of strengthening your research abilities. This entails staying up-to-date with the most recent findings and advancements inside and outside your profession. 

Reading blogs, signing up for academic journals and newsletters, attending conferences, and taking seminars are all fantastic methods to keep up with the most recent developments and trends in your profession.

5. Stay Organized  

Keeping organized is one of the most important aspects of conducting research. This entails recording the sources you have used, making notes, and putting your thoughts and ideas in a simple structure to find and comprehend.

By making it simple to save and manage sources, create citations and bibliographies, and make notes on the sources you have used, using a citation manager like Mendeley, EndNote, or Zotero may help you keep organized. 

You can also organize your thoughts and ideas to access and comprehend them by generating an outline or mind map. This helps you in staying on course and ensuring that your research is thorough and organized.

Steps to Conduct Research for Beginners

For new researchers, doing research may be a difficult task. However, it can be a rewarding and enjoyable experience with the right approach and mindset. 

Here are some steps that new researchers can take to conduct effective research:

1. Define Your Research Question

Defining your research question is the initial stage in every research project. It must be precise, understandable, and comprehensible. You may stay focused and be guided through the research process using a solid research question.

2. Conduct a Literature Review

It’s very important to perform a literature review before beginning your research. To do this, you must locate and read the relevant literature on the subject of your study. It can support your study and help you find gaps in existing knowledge and possible research avenues.

3. Choose Your Research Methodology

There are various research methodologies you can use in your research. These may include: 

• Interviews, 
• Experiments, and 
• Case studies. 

Selecting the technique that best suits your research topic is important to guarantee that you gather the data you need to answer your research question.

4. Collect and Analyze Data

Data collection may begin once your research topic has been established, a literature review has been completed, and your methodology has been decided upon. This includes gathering and recording data from various sources, including surveys, interviews, and experiments.

After gathering data, you must analyze it to conclude your research topic. Depending on the data you have gathered, you may need to employ statistical analysis, coding, or other procedures.

5. Interpret Your Results

Following data analysis, it’s critical to interpret your findings. This entails interpreting the information and coming to conclusions that address your research issue. When interpreting your results, it’s crucial to be unbiased and objective.

6. Communicate Your Findings

Sharing your results is the last stage. This entails succinctly and clearly articulating your study topic, technique, data gathering, analysis, and interpretation. To display your findings, you can utilize a variety of forms, including reports, presentations, and articles.

Although it requires patience, focus, and critical thinking, conducting research can be rewarding and interesting.

Why is Marketing Research Important?

Any company that wants to succeed in today’s competitive business environment must invest in marketing research. It entails compiling and evaluating data on customers, rivals, and the market at large. 

This information is utilized to create efficient marketing plans, enhance goods and services, and make wise business decisions.

1. Better Business-Client Understanding  

The ability to better understand clients is one of the main benefits of marketing research for firms. Businesses can discover patterns and trends that might guide their marketing strategy by gathering data on customer behavior, preferences, and attitudes. 

For instance, if a company discovers that a substantial portion of its clients favors eco-friendly items, it may utilize this knowledge to create and promote goods that satisfy this need.

2. It Helps in Staying Competitive

By monitoring the tactics and products of rival companies, marketing research also helps organizations stay competitive. Businesses can find ways to set themselves apart and obtain a competitive edge by examining the strengths and shortcomings of their rivals.

3. It Helps in Identifying Potential Risks

Additionally, marketing research can assist companies in identifying and reducing potential risks. Businesses may foresee prospective market shifts and modify their plans appropriately by gathering data on market trends and customer behavior. 

This can help them avoid expensive errors and adjust rapidly to evolving situations.

In conclusion, research is important in many facets of life, whether for personal or professional reasons. It is impossible to neglect the importance of research since it gives us the knowledge and information we need to solve issues, innovate, and make wise decisions. 

By strengthening our research abilities, we can efficiently acquire and analyze data, maintain organization, and utilize priceless resources like libraries and specialists. 

Moreover, research is useful in marketing because it helps companies understand their customers, assess the success of their marketing campaigns, and spot possible dangers. Research is an effective instrument that we may use to further our objectives and improve the world.

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The role of research at universities: why it matters.

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Teaching and learning, research and discovery, synthesis and creativity, understanding and engagement, service and outreach. There are many “core elements” to the mission of a great university. Teaching would seem the most obvious, but for those outside of the university, “research” (taken to include scientific research, scholarship more broadly, as well as creative activity) may be the least well understood. This creates misunderstanding of how universities invest resources, especially those deriving from undergraduate tuition and state (or other public) support, and the misperception that those resources are being diverted away from what is believed should be the core (and sole) focus, teaching. This has led to a loss of trust, confidence, and willingness to continue to invest or otherwise support (especially our public) universities.

Why are universities engaged in the conduct of research? Who pays? Who benefits? And why does it all matter? Good questions. Let’s get to some straightforward answers. Because the academic research enterprise really is not that difficult to explain, and its impacts are profound.

So let’s demystify university-based research. And in doing so, hopefully we can begin building both better understanding and a better relationship between the public and higher education, both of which are essential to the future of US higher education.   

Why are universities engaged in the conduct of research?

Universities engage in research as part of their missions around learning and discovery. This, in turn, contributes directly and indirectly to their primary mission of teaching. Universities and many colleges (the exception being those dedicated exclusively to undergraduate teaching) have as part of their mission the pursuit of scholarship. This can come in the form of fundamental or applied research (both are most common in the STEM fields, broadly defined), research-based scholarship or what often is called “scholarly activity” (most common in the social sciences and humanities), or creative activity (most common in the arts). Increasingly, these simple categorizations are being blurred, for all good reasons and to the good of the discovery of new knowledge and greater understanding of complex (transdisciplinary) challenges and the creation of increasingly interrelated fields needed to address them.

It goes without saying that the advancement of knowledge (discovery, innovation, creation) is essential to any civilization. Our nation’s research universities represent some of the most concentrated communities of scholars, facilities, and collective expertise engaged in these activities. But more importantly, this is where higher education is delivered, where students develop breadth and depth of knowledge in foundational and advanced subjects, where the skills for knowledge acquisition and understanding (including contextualization, interpretation, and inference) are honed, and where students are educated, trained, and otherwise prepared for successful careers. Part of that training and preparation derives from exposure to faculty who are engaged at the leading-edge of their fields, through their research and scholarly work. The best faculty, the teacher-scholars, seamlessly weave their teaching and research efforts together, to their mutual benefit, and in a way that excites and engages their students. In this way, the next generation of scholars (academic or otherwise) is trained, research and discovery continue to advance inter-generationally, and the cycle is perpetuated.

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University research can be expensive, particularly in laboratory-intensive fields. But the responsibility for much (indeed most) of the cost of conducting research falls to the faculty member. Faculty who are engaged in research write grants for funding (e.g., from federal and state agencies, foundations, and private companies) to support their work and the work of their students and staff. In some cases, the universities do need to invest heavily in equipment, facilities, and personnel to support select research activities. But they do so judiciously, with an eye toward both their mission, their strategic priorities, and their available resources.

Medical research, and medical education more broadly, is expensive and often requires substantial institutional investment beyond what can be covered by clinical operations or externally funded research. But universities with medical schools/medical centers have determined that the value to their educational and training missions as well as to their communities justifies the investment. And most would agree that university-based medical centers are of significant value to their communities, often providing best-in-class treatment and care in midsize and smaller communities at a level more often seen in larger metropolitan areas.

Research in the STEM fields (broadly defined) can also be expensive. Scientific (including medical) and engineering research often involves specialized facilities or pieces of equipment, advanced computing capabilities, materials requiring controlled handling and storage, and so forth. But much of this work is funded, in large part, by federal agencies such as the National Science Foundation, National Institutes of Health, US Department of Energy, US Department of Agriculture, and many others.

Research in the social sciences is often (not always) less expensive, requiring smaller amount of grant funding. As mentioned previously, however, it is now becoming common to have physical, natural, and social scientist teams pursuing large grant funding. This is an exciting and very promising trend for many reasons, not the least of which is the nature of the complex problems being studied.

Research in the arts and humanities typically requires the least amount of funding as it rarely requires the expensive items listed previously. Funding from such organizations as the National Endowment for the Arts, National Endowment for the Humanities, and private foundations may be able to support significant scholarship and creation of new knowledge or works through much more modest grants than would be required in the natural or physical sciences, for example.

Philanthropy may also be directed toward the support of research and scholarly activity at universities. Support from individual donors, family foundations, private or corporate foundations may be directed to support students, faculty, labs or other facilities, research programs, galleries, centers, and institutes.

Who benefits?

Students, both undergraduate and graduate, benefit from studying in an environment rich with research and discovery. Besides what the faculty can bring back to the classroom, there are opportunities to engage with faculty as part of their research teams and even conduct independent research under their supervision, often for credit. There are opportunities to learn about and learn on state-of-the-art equipment, in state-of-the-art laboratories, and from those working on the leading edge in a discipline. There are opportunities to co-author, present at conferences, make important connections, and explore post-graduate pathways.

The broader university benefits from active research programs. Research on timely and important topics attracts attention, which in turn leads to greater institutional visibility and reputation. As a university becomes known for its research in certain fields, they become magnets for students, faculty, grants, media coverage, and even philanthropy. Strength in research helps to define a university’s “brand” in the national and international marketplace, impacting everything from student recruitment, to faculty retention, to attracting new investments.

The community, region, and state benefits from the research activity of the university. This is especially true for public research universities. Research also contributes directly to economic development, clinical, commercial, and business opportunities. Resources brought into the university through grants and contracts support faculty, staff, and student salaries, often adding additional jobs, contributing directly to the tax base. Research universities, through their expertise, reputation, and facilities, can attract new businesses into their communities or states. They can also launch and incubate startup companies, or license and sell their technologies to other companies. Research universities often host meeting and conferences which creates revenue for local hotels, restaurants, event centers, and more. And as mentioned previously, university medical centers provide high-quality medical care, often in midsize communities that wouldn’t otherwise have such outstanding services and state-of-the-art facilities.

(Photo by Justin Sullivan/Getty Images)

And finally, why does this all matter?

Research is essential to advancing society, strengthening the economy, driving innovation, and addressing the vexing and challenging problems we face as a people, place, and planet. It’s through research, scholarship, and discovery that we learn about our history and ourselves, understand the present context in which we live, and plan for and secure our future.

Research universities are vibrant, exciting, and inspiring places to learn and to work. They offer opportunities for students that few other institutions can match – whether small liberal arts colleges, mid-size teaching universities, or community colleges – and while not right for every learner or every educator, they are right for many, if not most. The advantages simply cannot be ignored. Neither can the importance or the need for these institutions. They need not be for everyone, and everyone need not find their way to study or work at our research universities, and we stipulate that there are many outstanding options to meet and support different learning styles and provide different environments for teaching and learning. But it’s critically important that we continue to support, protect, and respect research universities for all they do for their students, their communities and states, our standing in the global scientific community, our economy, and our nation.

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Home / Why the research question is so important

Why the research question is so important

04/05/2018 at 5:42 am

A research question is a sentence that defines what you will examine, within which population, and what the outcome of interest will be. Defining a clear research question is the first and most important part of the project. Though it sounds simple, writing a research question is tricky even for experienced researchers. This video will build your understanding of where to start looking for research questions, how to write them, and why it is important to work with a solid research question from the beginning of the project.

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Links to useful research papers.

Farrugia P, Petrisor BA, Farrokhyar F, Bhandari M. Research questions, hypotheses and objectives. Canadian Journal of Surgery. 2010;53(4):278-281. http://www.ncbi.nlm.nih.gov/pmc/articles/PMC2912019/

Aslam, S., & Emmanuel, P. (2010). Formulating a researchable question: A critical step for facilitating good clinical research. Indian J Sex Transm Dis, 31(1), 47-50. https://www.ncbi.nlm.nih.gov/pubmed/21808439

Beitz, J. M. (2006). Writing the researchable question. J Wound Ostomy Continence Nurs, 33(2), 122-124. https://www.ncbi.nlm.nih.gov/pubmed/16572009

Links to useful websites

Centre for Clinical Effectivenbess

http://www.monashhealth.org/page/Resources

Centre for Evidence Based Medicine

https://www.cebm.net/category/ebm-resources/tools/

Libraries in SWSLHD

https://www.swslhd.health.nsw.gov.au/liverpool/library/default.html

https://www.swslhd.health.nsw.gov.au/ccq/library/

https://www.swslhd.health.nsw.gov.au/Fairfield/library/

https://www.swslhd.health.nsw.gov.au/bankstown/library/

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How to Write a Research Proposal: (with Examples & Templates)

Table of Contents

Before conducting a study, a research proposal should be created that outlines researchers’ plans and methodology and is submitted to the concerned evaluating organization or person. Creating a research proposal is an important step to ensure that researchers are on track and are moving forward as intended. A research proposal can be defined as a detailed plan or blueprint for the proposed research that you intend to undertake. It provides readers with a snapshot of your project by describing what you will investigate, why it is needed, and how you will conduct the research.  

Your research proposal should aim to explain to the readers why your research is relevant and original, that you understand the context and current scenario in the field, have the appropriate resources to conduct the research, and that the research is feasible given the usual constraints.  

This article will describe in detail the purpose and typical structure of a research proposal , along with examples and templates to help you ace this step in your research journey.  

What is a Research Proposal ?  

A research proposal¹ ,²  can be defined as a formal report that describes your proposed research, its objectives, methodology, implications, and other important details. Research proposals are the framework of your research and are used to obtain approvals or grants to conduct the study from various committees or organizations. Consequently, research proposals should convince readers of your study’s credibility, accuracy, achievability, practicality, and reproducibility.   

With research proposals , researchers usually aim to persuade the readers, funding agencies, educational institutions, and supervisors to approve the proposal. To achieve this, the report should be well structured with the objectives written in clear, understandable language devoid of jargon. A well-organized research proposal conveys to the readers or evaluators that the writer has thought out the research plan meticulously and has the resources to ensure timely completion.  

Purpose of Research Proposals  

A research proposal is a sales pitch and therefore should be detailed enough to convince your readers, who could be supervisors, ethics committees, universities, etc., that what you’re proposing has merit and is feasible . Research proposals can help students discuss their dissertation with their faculty or fulfill course requirements and also help researchers obtain funding. A well-structured proposal instills confidence among readers about your ability to conduct and complete the study as proposed.  

Research proposals can be written for several reasons:³  

• To describe the importance of research in the specific topic  
• Address any potential challenges you may encounter  
• Showcase knowledge in the field and your ability to conduct a study  
• Apply for a role at a research institute  
• Convince a research supervisor or university that your research can satisfy the requirements of a degree program  
• Highlight the importance of your research to organizations that may sponsor your project  
• Identify implications of your project and how it can benefit the audience  

What Goes in a Research Proposal?    

Research proposals should aim to answer the three basic questions—what, why, and how.  

The What question should be answered by describing the specific subject being researched. It should typically include the objectives, the cohort details, and the location or setting.  

The Why question should be answered by describing the existing scenario of the subject, listing unanswered questions, identifying gaps in the existing research, and describing how your study can address these gaps, along with the implications and significance.  

The How question should be answered by describing the proposed research methodology, data analysis tools expected to be used, and other details to describe your proposed methodology.   

Research Proposal Example  

Here is a research proposal sample template (with examples) from the University of Rochester Medical Center. 4 The sections in all research proposals are essentially the same although different terminology and other specific sections may be used depending on the subject.  

Structure of a Research Proposal  

If you want to know how to make a research proposal impactful, include the following components:¹  

1. Introduction  

This section provides a background of the study, including the research topic, what is already known about it and the gaps, and the significance of the proposed research.  

2. Literature review  

This section contains descriptions of all the previous relevant studies pertaining to the research topic. Every study cited should be described in a few sentences, starting with the general studies to the more specific ones. This section builds on the understanding gained by readers in the Introduction section and supports it by citing relevant prior literature, indicating to readers that you have thoroughly researched your subject.  

3. Objectives  

Once the background and gaps in the research topic have been established, authors must now state the aims of the research clearly. Hypotheses should be mentioned here. This section further helps readers understand what your study’s specific goals are.  

4. Research design and methodology  

Here, authors should clearly describe the methods they intend to use to achieve their proposed objectives. Important components of this section include the population and sample size, data collection and analysis methods and duration, statistical analysis software, measures to avoid bias (randomization, blinding), etc.  

5. Ethical considerations  

This refers to the protection of participants’ rights, such as the right to privacy, right to confidentiality, etc. Researchers need to obtain informed consent and institutional review approval by the required authorities and mention this clearly for transparency.  

6. Budget/funding  

Researchers should prepare their budget and include all expected expenditures. An additional allowance for contingencies such as delays should also be factored in.  

7. Appendices  

This section typically includes information that supports the research proposal and may include informed consent forms, questionnaires, participant information, measurement tools, etc.  

8. Citations  

Important Tips for Writing a Research Proposal  

Writing a research proposal begins much before the actual task of writing. Planning the research proposal structure and content is an important stage, which if done efficiently, can help you seamlessly transition into the writing stage. 3,5  

The Planning Stage  

• Manage your time efficiently. Plan to have the draft version ready at least two weeks before your deadline and the final version at least two to three days before the deadline.
• What is the primary objective of your research?  
• Will your research address any existing gap?  
• What is the impact of your proposed research?  
• Do people outside your field find your research applicable in other areas?  
• If your research is unsuccessful, would there still be other useful research outcomes?  

  The Writing Stage  

• Create an outline with main section headings that are typically used.  
• Focus only on writing and getting your points across without worrying about the format of the research proposal , grammar, punctuation, etc. These can be fixed during the subsequent passes. Add details to each section heading you created in the beginning.   
• Ensure your sentences are concise and use plain language. A research proposal usually contains about 2,000 to 4,000 words or four to seven pages.  
• Don’t use too many technical terms and abbreviations assuming that the readers would know them. Define the abbreviations and technical terms.  
• Ensure that the entire content is readable. Avoid using long paragraphs because they affect the continuity in reading. Break them into shorter paragraphs and introduce some white space for readability.  
• Focus on only the major research issues and cite sources accordingly. Don’t include generic information or their sources in the literature review.  
• Proofread your final document to ensure there are no grammatical errors so readers can enjoy a seamless, uninterrupted read.  
• Use academic, scholarly language because it brings formality into a document.  
• Ensure that your title is created using the keywords in the document and is neither too long and specific nor too short and general.  
• Cite all sources appropriately to avoid plagiarism.  
• Make sure that you follow guidelines, if provided. This includes rules as simple as using a specific font or a hyphen or en dash between numerical ranges.  
• Ensure that you’ve answered all questions requested by the evaluating authority.  

Key Takeaways   

Here’s a summary of the main points about research proposals discussed in the previous sections:  

• A research proposal is a document that outlines the details of a proposed study and is created by researchers to submit to evaluators who could be research institutions, universities, faculty, etc.  
• Research proposals are usually about 2,000-4,000 words long, but this depends on the evaluating authority’s guidelines.  
• A good research proposal ensures that you’ve done your background research and assessed the feasibility of the research.  
• Research proposals have the following main sections—introduction, literature review, objectives, methodology, ethical considerations, and budget.  

Frequently Asked Questions  

Q1. How is a research proposal evaluated?  

A1. In general, most evaluators, including universities, broadly use the following criteria to evaluate research proposals . 6  

• Significance —Does the research address any important subject or issue, which may or may not be specific to the evaluator or university?  
• Content and design —Is the proposed methodology appropriate to answer the research question? Are the objectives clear and well aligned with the proposed methodology?  
• Sample size and selection —Is the target population or cohort size clearly mentioned? Is the sampling process used to select participants randomized, appropriate, and free of bias?  
• Timing —Are the proposed data collection dates mentioned clearly? Is the project feasible given the specified resources and timeline?  
• Data management and dissemination —Who will have access to the data? What is the plan for data analysis?  

Q2. What is the difference between the Introduction and Literature Review sections in a research proposal ?  

A2. The Introduction or Background section in a research proposal sets the context of the study by describing the current scenario of the subject and identifying the gaps and need for the research. A Literature Review, on the other hand, provides references to all prior relevant literature to help corroborate the gaps identified and the research need.  

Q3. How long should a research proposal be?  

A3. Research proposal lengths vary with the evaluating authority like universities or committees and also the subject. Here’s a table that lists the typical research proposal lengths for a few universities.  

Q4. What are the common mistakes to avoid in a research proposal ?  

A4. Here are a few common mistakes that you must avoid while writing a research proposal . 7  

• No clear objectives: Objectives should be clear, specific, and measurable for the easy understanding among readers.  
• Incomplete or unconvincing background research: Background research usually includes a review of the current scenario of the particular industry and also a review of the previous literature on the subject. This helps readers understand your reasons for undertaking this research because you identified gaps in the existing research.  
• Overlooking project feasibility: The project scope and estimates should be realistic considering the resources and time available.   
• Neglecting the impact and significance of the study: In a research proposal , readers and evaluators look for the implications or significance of your research and how it contributes to the existing research. This information should always be included.  
• Unstructured format of a research proposal : A well-structured document gives confidence to evaluators that you have read the guidelines carefully and are well organized in your approach, consequently affirming that you will be able to undertake the research as mentioned in your proposal.  
• Ineffective writing style: The language used should be formal and grammatically correct. If required, editors could be consulted, including AI-based tools such as Paperpal , to refine the research proposal structure and language.  

Thus, a research proposal is an essential document that can help you promote your research and secure funds and grants for conducting your research. Consequently, it should be well written in clear language and include all essential details to convince the evaluators of your ability to conduct the research as proposed.  

This article has described all the important components of a research proposal and has also provided tips to improve your writing style. We hope all these tips will help you write a well-structured research proposal to ensure receipt of grants or any other purpose.  

References  

• Sudheesh K, Duggappa DR, Nethra SS. How to write a research proposal? Indian J Anaesth. 2016;60(9):631-634. Accessed July 15, 2024. https://www.ncbi.nlm.nih.gov/pmc/articles/PMC5037942/  
• Writing research proposals. Harvard College Office of Undergraduate Research and Fellowships. Harvard University. Accessed July 14, 2024. https://uraf.harvard.edu/apply-opportunities/app-components/essays/research-proposals  
• What is a research proposal? Plus how to write one. Indeed website. Accessed July 17, 2024. https://www.indeed.com/career-advice/career-development/research-proposal  
• Research proposal template. University of Rochester Medical Center. Accessed July 16, 2024. https://www.urmc.rochester.edu/MediaLibraries/URMCMedia/pediatrics/research/documents/Research-proposal-Template.pdf  
• Tips for successful proposal writing. Johns Hopkins University. Accessed July 17, 2024. https://research.jhu.edu/wp-content/uploads/2018/09/Tips-for-Successful-Proposal-Writing.pdf  
• Formal review of research proposals. Cornell University. Accessed July 18, 2024. https://irp.dpb.cornell.edu/surveys/survey-assessment-review-group/research-proposals  
• 7 Mistakes you must avoid in your research proposal. Aveksana (via LinkedIn). Accessed July 17, 2024. https://www.linkedin.com/pulse/7-mistakes-you-must-avoid-your-research-proposal-aveksana-cmtwf/  

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Multiple Vaccines at Once

Many vaccines are recommended early in life to protect young children from dangerous infectious diseases. Different childhood vaccines can be given at the same time.

Why it's important

Vaccines are the best defense against infections that may have serious complications such as pneumonia, meningitis, cancer, and even death. CDC recommends vaccinations before the age of two years to protect children against 14 infectious diseases: measles, mumps, rubella (German measles), varicella (chickenpox), hepatitis A, hepatitis B, diphtheria, tetanus, pertussis (whooping cough), Haemophilus influenzae Type b (Hib), polio, influenza (flu), rotavirus, and pneumococcal disease.

Newborn babies are immune to some diseases because they have antibodies they get from their mothers, usually before they are born. However, this immunity lasts a few months. Most babies do not get protective antibodies against diphtheria, whooping cough, polio, tetanus, hepatitis B, or Hib from their mothers. This is why it's important to vaccinate a child before she or he is exposed to a disease.

Vaccines contain weakened or killed versions of the germs that cause a disease. These elements of vaccines, and other molecules and micro-organisms that stimulate the immune system, are called "antigens." Babies are exposed to thousands of germs and other antigens in the environment from the time they are born. When a baby is born, his or her immune system is ready to respond to the many antigens in the environment and the selected antigens in vaccines.

Did you know?‎

Examples of combination vaccines are: DTap (diphtheria, tetanus, pertussis), trivalent IPV (three strains of inactivated polio vaccine), MMR (measles, mumps, rubella), DTap-Hib, and Hib-Hep B.

Often, more than one shot will be given during the same doctor’s visit, usually in separate limbs (e.g. one in each arm). For example, a baby might get DTaP in one arm or leg and IPV in another arm or leg during the same visit.

• Children should be given their vaccines as quickly as possible to give them protection during the vulnerable early months of their lives.
• Giving several shots at the same time means fewer office visits. This saves parents time and money, and can be less traumatic for the child.

What the research shows

Scientific data show that getting several vaccines at the same time does not cause any chronic health problems. A number of studies have been done to look at the effects of giving various combinations of vaccines, and when every new vaccine is licensed, it has been tested along with the vaccines already recommended for a particular aged child. The recommended vaccines have been shown to be as effective in combination as they are individually. Sometimes, certain combinations of vaccines given together can cause fever, and occasionally febrile seizures; these are temporary and do not cause any lasting damage. Based on this information, both the Advisory Committee on Immunization Practices and the American Academy of Pediatrics recommend getting all routine childhood vaccines on time.

From the moment babies are born, they are exposed to numerous bacteria and viruses on a daily basis. Eating food introduces new bacteria into the body; numerous bacteria live in the mouth and nose; and an infant places his or her hands or other objects in his or her mouth hundreds of times every hour, exposing the immune system to still more germs. When a child has a cold, he or she is exposed to up to 10 antigens, and exposure to "strep throat" is about 25 to 50 antigens. Each vaccine in the childhood vaccination schedule has between 1-69 antigens. A child who receives all the recommended vaccines in the 2018 childhood immunization schedule may be exposed to up to 320 antigens through vaccination by the age of 2.

In fact, a 1994 report from the Institute of Medicine, Adverse Events Associated with Childhood Vaccines , states: "In the face of these normal events, it seems unlikely that the number of separate antigens contained in childhood vaccines ...would represent an appreciable added burden on the immune system that would be immunosuppressive."

What CDC is doing

CDC and the Food and Drug Administration (FDA) are committed to ensuring that vaccines provided to the public are safe and effective. Once vaccines are licensed or authorized for emergency use in the United States, CDC and FDA continuously monitor them through several safety systems .

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What is Scientific Research and How Can it be Done?

Scientific researches are studies that should be systematically planned before performing them. In this review, classification and description of scientific studies, planning stage randomisation and bias are explained.

Research conducted for the purpose of contributing towards science by the systematic collection, interpretation and evaluation of data and that, too, in a planned manner is called scientific research: a researcher is the one who conducts this research. The results obtained from a small group through scientific studies are socialised, and new information is revealed with respect to diagnosis, treatment and reliability of applications. The purpose of this review is to provide information about the definition, classification and methodology of scientific research.

Before beginning the scientific research, the researcher should determine the subject, do planning and specify the methodology. In the Declaration of Helsinki, it is stated that ‘the primary purpose of medical researches on volunteers is to understand the reasons, development and effects of diseases and develop protective, diagnostic and therapeutic interventions (method, operation and therapies). Even the best proven interventions should be evaluated continuously by investigations with regard to reliability, effectiveness, efficiency, accessibility and quality’ ( 1 ).

The questions, methods of response to questions and difficulties in scientific research may vary, but the design and structure are generally the same ( 2 ).

Classification of Scientific Research

Scientific research can be classified in several ways. Classification can be made according to the data collection techniques based on causality, relationship with time and the medium through which they are applied.

• Observational
• Experimental
• Descriptive
• Retrospective
• Prospective
• Cross-sectional
• Social descriptive research ( 3 )

Another method is to classify the research according to its descriptive or analytical features. This review is written according to this classification method.

I. Descriptive research

• Case series
• Surveillance studies

II. Analytical research

• Observational studies: cohort, case control and cross- sectional research
• Interventional research: quasi-experimental and clinical research
• Case Report: it is the most common type of descriptive study. It is the examination of a single case having a different quality in the society, e.g. conducting general anaesthesia in a pregnant patient with mucopolysaccharidosis.
• Case Series: it is the description of repetitive cases having common features. For instance; case series involving interscapular pain related to neuraxial labour analgesia. Interestingly, malignant hyperthermia cases are not accepted as case series since they are rarely seen during historical development.
• Surveillance Studies: these are the results obtained from the databases that follow and record a health problem for a certain time, e.g. the surveillance of cross-infections during anaesthesia in the intensive care unit.

Moreover, some studies may be experimental. After the researcher intervenes, the researcher waits for the result, observes and obtains data. Experimental studies are, more often, in the form of clinical trials or laboratory animal trials ( 2 ).

Analytical observational research can be classified as cohort, case-control and cross-sectional studies.

Firstly, the participants are controlled with regard to the disease under investigation. Patients are excluded from the study. Healthy participants are evaluated with regard to the exposure to the effect. Then, the group (cohort) is followed-up for a sufficient period of time with respect to the occurrence of disease, and the progress of disease is studied. The risk of the healthy participants getting sick is considered an incident. In cohort studies, the risk of disease between the groups exposed and not exposed to the effect is calculated and rated. This rate is called relative risk. Relative risk indicates the strength of exposure to the effect on the disease.

Cohort research may be observational and experimental. The follow-up of patients prospectively is called a prospective cohort study . The results are obtained after the research starts. The researcher’s following-up of cohort subjects from a certain point towards the past is called a retrospective cohort study . Prospective cohort studies are more valuable than retrospective cohort studies: this is because in the former, the researcher observes and records the data. The researcher plans the study before the research and determines what data will be used. On the other hand, in retrospective studies, the research is made on recorded data: no new data can be added.

In fact, retrospective and prospective studies are not observational. They determine the relationship between the date on which the researcher has begun the study and the disease development period. The most critical disadvantage of this type of research is that if the follow-up period is long, participants may leave the study at their own behest or due to physical conditions. Cohort studies that begin after exposure and before disease development are called ambidirectional studies . Public healthcare studies generally fall within this group, e.g. lung cancer development in smokers.

• Case-Control Studies: these studies are retrospective cohort studies. They examine the cause and effect relationship from the effect to the cause. The detection or determination of data depends on the information recorded in the past. The researcher has no control over the data ( 2 ).

Cross-sectional studies are advantageous since they can be concluded relatively quickly. It may be difficult to obtain a reliable result from such studies for rare diseases ( 2 ).

Cross-sectional studies are characterised by timing. In such studies, the exposure and result are simultaneously evaluated. While cross-sectional studies are restrictedly used in studies involving anaesthesia (since the process of exposure is limited), they can be used in studies conducted in intensive care units.

• Quasi-Experimental Research: they are conducted in cases in which a quick result is requested and the participants or research areas cannot be randomised, e.g. giving hand-wash training and comparing the frequency of nosocomial infections before and after hand wash.
• Clinical Research: they are prospective studies carried out with a control group for the purpose of comparing the effect and value of an intervention in a clinical case. Clinical study and research have the same meaning. Drugs, invasive interventions, medical devices and operations, diets, physical therapy and diagnostic tools are relevant in this context ( 6 ).

Clinical studies are conducted by a responsible researcher, generally a physician. In the research team, there may be other healthcare staff besides physicians. Clinical studies may be financed by healthcare institutes, drug companies, academic medical centres, volunteer groups, physicians, healthcare service providers and other individuals. They may be conducted in several places including hospitals, universities, physicians’ offices and community clinics based on the researcher’s requirements. The participants are made aware of the duration of the study before their inclusion. Clinical studies should include the evaluation of recommendations (drug, device and surgical) for the treatment of a disease, syndrome or a comparison of one or more applications; finding different ways for recognition of a disease or case and prevention of their recurrence ( 7 ).

Clinical Research

In this review, clinical research is explained in more detail since it is the most valuable study in scientific research.

Clinical research starts with forming a hypothesis. A hypothesis can be defined as a claim put forward about the value of a population parameter based on sampling. There are two types of hypotheses in statistics.

• H 0 hypothesis is called a control or null hypothesis. It is the hypothesis put forward in research, which implies that there is no difference between the groups under consideration. If this hypothesis is rejected at the end of the study, it indicates that a difference exists between the two treatments under consideration.
• H 1 hypothesis is called an alternative hypothesis. It is hypothesised against a null hypothesis, which implies that a difference exists between the groups under consideration. For example, consider the following hypothesis: drug A has an analgesic effect. Control or null hypothesis (H 0 ): there is no difference between drug A and placebo with regard to the analgesic effect. The alternative hypothesis (H 1 ) is applicable if a difference exists between drug A and placebo with regard to the analgesic effect.

The planning phase comes after the determination of a hypothesis. A clinical research plan is called a protocol . In a protocol, the reasons for research, number and qualities of participants, tests to be applied, study duration and what information to be gathered from the participants should be found and conformity criteria should be developed.

The selection of participant groups to be included in the study is important. Inclusion and exclusion criteria of the study for the participants should be determined. Inclusion criteria should be defined in the form of demographic characteristics (age, gender, etc.) of the participant group and the exclusion criteria as the diseases that may influence the study, age ranges, cases involving pregnancy and lactation, continuously used drugs and participants’ cooperation.

The next stage is methodology. Methodology can be grouped under subheadings, namely, the calculation of number of subjects, blinding (masking), randomisation, selection of operation to be applied, use of placebo and criteria for stopping and changing the treatment.

I. Calculation of the Number of Subjects

The entire source from which the data are obtained is called a universe or population . A small group selected from a certain universe based on certain rules and which is accepted to highly represent the universe from which it is selected is called a sample and the characteristics of the population from which the data are collected are called variables. If data is collected from the entire population, such an instance is called a parameter . Conducting a study on the sample rather than the entire population is easier and less costly. Many factors influence the determination of the sample size. Firstly, the type of variable should be determined. Variables are classified as categorical (qualitative, non-numerical) or numerical (quantitative). Individuals in categorical variables are classified according to their characteristics. Categorical variables are indicated as nominal and ordinal (ordered). In nominal variables, the application of a category depends on the researcher’s preference. For instance, a female participant can be considered first and then the male participant, or vice versa. An ordinal (ordered) variable is ordered from small to large or vice versa (e.g. ordering obese patients based on their weights-from the lightest to the heaviest or vice versa). A categorical variable may have more than one characteristic: such variables are called binary or dichotomous (e.g. a participant may be both female and obese).

If the variable has numerical (quantitative) characteristics and these characteristics cannot be categorised, then it is called a numerical variable. Numerical variables are either discrete or continuous. For example, the number of operations with spinal anaesthesia represents a discrete variable. The haemoglobin value or height represents a continuous variable.

Statistical analyses that need to be employed depend on the type of variable. The determination of variables is necessary for selecting the statistical method as well as software in SPSS. While categorical variables are presented as numbers and percentages, numerical variables are represented using measures such as mean and standard deviation. It may be necessary to use mean in categorising some cases such as the following: even though the variable is categorical (qualitative, non-numerical) when Visual Analogue Scale (VAS) is used (since a numerical value is obtained), it is classified as a numerical variable: such variables are averaged.

Clinical research is carried out on the sample and generalised to the population. Accordingly, the number of samples should be correctly determined. Different sample size formulas are used on the basis of the statistical method to be used. When the sample size increases, error probability decreases. The sample size is calculated based on the primary hypothesis. The determination of a sample size before beginning the research specifies the power of the study. Power analysis enables the acquisition of realistic results in the research, and it is used for comparing two or more clinical research methods.

Because of the difference in the formulas used in calculating power analysis and number of samples for clinical research, it facilitates the use of computer programs for making calculations.

It is necessary to know certain parameters in order to calculate the number of samples by power analysis.

• Type-I (α) and type-II (β) error levels
• Difference between groups (d-difference) and effect size (ES)
• Distribution ratio of groups
• Direction of research hypothesis (H1)

a. Type-I (α) and Type-II (β) Error (β) Levels

Two types of errors can be made while accepting or rejecting H 0 hypothesis in a hypothesis test. Type-I error (α) level is the probability of finding a difference at the end of the research when there is no difference between the two applications. In other words, it is the rejection of the hypothesis when H 0 is actually correct and it is known as α error or p value. For instance, when the size is determined, type-I error level is accepted as 0.05 or 0.01.

Another error that can be made during a hypothesis test is a type-II error. It is the acceptance of a wrongly hypothesised H 0 hypothesis. In fact, it is the probability of failing to find a difference when there is a difference between the two applications. The power of a test is the ability of that test to find a difference that actually exists. Therefore, it is related to the type-II error level.

Since the type-II error risk is expressed as β, the power of the test is defined as 1–β. When a type-II error is 0.20, the power of the test is 0.80. Type-I (α) and type-II (β) errors can be intentional. The reason to intentionally make such an error is the necessity to look at the events from the opposite perspective.

b. Difference between Groups and ES

ES is defined as the state in which statistical difference also has clinically significance: ES≥0.5 is desirable. The difference between groups is the absolute difference between the groups compared in clinical research.

c. Allocation Ratio of Groups

The allocation ratio of groups is effective in determining the number of samples. If the number of samples is desired to be determined at the lowest level, the rate should be kept as 1/1.

d. Direction of Hypothesis (H1)

The direction of hypothesis in clinical research may be one-sided or two-sided. While one-sided hypotheses hypothesis test differences in the direction of size, two-sided hypotheses hypothesis test differences without direction. The power of the test in two-sided hypotheses is lower than one-sided hypotheses.

After these four variables are determined, they are entered in the appropriate computer program and the number of samples is calculated. Statistical packaged software programs such as Statistica, NCSS and G-Power may be used for power analysis and calculating the number of samples. When the samples size is calculated, if there is a decrease in α, difference between groups, ES and number of samples, then the standard deviation increases and power decreases. The power in two-sided hypothesis is lower. It is ethically appropriate to consider the determination of sample size, particularly in animal experiments, at the beginning of the study. The phase of the study is also important in the determination of number of subjects to be included in drug studies. Usually, phase-I studies are used to determine the safety profile of a drug or product, and they are generally conducted on a few healthy volunteers. If no unacceptable toxicity is detected during phase-I studies, phase-II studies may be carried out. Phase-II studies are proof-of-concept studies conducted on a larger number (100–500) of volunteer patients. When the effectiveness of the drug or product is evident in phase-II studies, phase-III studies can be initiated. These are randomised, double-blinded, placebo or standard treatment-controlled studies. Volunteer patients are periodically followed-up with respect to the effectiveness and side effects of the drug. It can generally last 1–4 years and is valuable during licensing and releasing the drug to the general market. Then, phase-IV studies begin in which long-term safety is investigated (indication, dose, mode of application, safety, effectiveness, etc.) on thousands of volunteer patients.

II. Blinding (Masking) and Randomisation Methods

When the methodology of clinical research is prepared, precautions should be taken to prevent taking sides. For this reason, techniques such as randomisation and blinding (masking) are used. Comparative studies are the most ideal ones in clinical research.

Blinding Method

A case in which the treatments applied to participants of clinical research should be kept unknown is called the blinding method . If the participant does not know what it receives, it is called a single-blind study; if even the researcher does not know, it is called a double-blind study. When there is a probability of knowing which drug is given in the order of application, when uninformed staff administers the drug, it is called in-house blinding. In case the study drug is known in its pharmaceutical form, a double-dummy blinding test is conducted. Intravenous drug is given to one group and a placebo tablet is given to the comparison group; then, the placebo tablet is given to the group that received the intravenous drug and intravenous drug in addition to placebo tablet is given to the comparison group. In this manner, each group receives both the intravenous and tablet forms of the drug. In case a third party interested in the study is involved and it also does not know about the drug (along with the statistician), it is called third-party blinding.

Randomisation Method

The selection of patients for the study groups should be random. Randomisation methods are used for such selection, which prevent conscious or unconscious manipulations in the selection of patients ( 8 ).

No factor pertaining to the patient should provide preference of one treatment to the other during randomisation. This characteristic is the most important difference separating randomised clinical studies from prospective and synchronous studies with experimental groups. Randomisation strengthens the study design and enables the determination of reliable scientific knowledge ( 2 ).

The easiest method is simple randomisation, e.g. determination of the type of anaesthesia to be administered to a patient by tossing a coin. In this method, when the number of samples is kept high, a balanced distribution is created. When the number of samples is low, there will be an imbalance between the groups. In this case, stratification and blocking have to be added to randomisation. Stratification is the classification of patients one or more times according to prognostic features determined by the researcher and blocking is the selection of a certain number of patients for each stratification process. The number of stratification processes should be determined at the beginning of the study.

As the number of stratification processes increases, performing the study and balancing the groups become difficult. For this reason, stratification characteristics and limitations should be effectively determined at the beginning of the study. It is not mandatory for the stratifications to have equal intervals. Despite all the precautions, an imbalance might occur between the groups before beginning the research. In such circumstances, post-stratification or restandardisation may be conducted according to the prognostic factors.

The main characteristic of applying blinding (masking) and randomisation is the prevention of bias. Therefore, it is worthwhile to comprehensively examine bias at this stage.

Bias and Chicanery

While conducting clinical research, errors can be introduced voluntarily or involuntarily at a number of stages, such as design, population selection, calculating the number of samples, non-compliance with study protocol, data entry and selection of statistical method. Bias is taking sides of individuals in line with their own decisions, views and ideological preferences ( 9 ). In order for an error to lead to bias, it has to be a systematic error. Systematic errors in controlled studies generally cause the results of one group to move in a different direction as compared to the other. It has to be understood that scientific research is generally prone to errors. However, random errors (or, in other words, ‘the luck factor’-in which bias is unintended-do not lead to bias ( 10 ).

Another issue, which is different from bias, is chicanery. It is defined as voluntarily changing the interventions, results and data of patients in an unethical manner or copying data from other studies. Comparatively, bias may not be done consciously.

In case unexpected results or outliers are found while the study is analysed, if possible, such data should be re-included into the study since the complete exclusion of data from a study endangers its reliability. In such a case, evaluation needs to be made with and without outliers. It is insignificant if no difference is found. However, if there is a difference, the results with outliers are re-evaluated. If there is no error, then the outlier is included in the study (as the outlier may be a result). It should be noted that re-evaluation of data in anaesthesiology is not possible.

Statistical evaluation methods should be determined at the design stage so as not to encounter unexpected results in clinical research. The data should be evaluated before the end of the study and without entering into details in research that are time-consuming and involve several samples. This is called an interim analysis . The date of interim analysis should be determined at the beginning of the study. The purpose of making interim analysis is to prevent unnecessary cost and effort since it may be necessary to conclude the research after the interim analysis, e.g. studies in which there is no possibility to validate the hypothesis at the end or the occurrence of different side effects of the drug to be used. The accuracy of the hypothesis and number of samples are compared. Statistical significance levels in interim analysis are very important. If the data level is significant, the hypothesis is validated even if the result turns out to be insignificant after the date of the analysis.

Another important point to be considered is the necessity to conclude the participants’ treatment within the period specified in the study protocol. When the result of the study is achieved earlier and unexpected situations develop, the treatment is concluded earlier. Moreover, the participant may quit the study at its own behest, may die or unpredictable situations (e.g. pregnancy) may develop. The participant can also quit the study whenever it wants, even if the study has not ended ( 7 ).

In case the results of a study are contrary to already known or expected results, the expected quality level of the study suggesting the contradiction may be higher than the studies supporting what is known in that subject. This type of bias is called confirmation bias. The presence of well-known mechanisms and logical inference from them may create problems in the evaluation of data. This is called plausibility bias.

Another type of bias is expectation bias. If a result different from the known results has been achieved and it is against the editor’s will, it can be challenged. Bias may be introduced during the publication of studies, such as publishing only positive results, selection of study results in a way to support a view or prevention of their publication. Some editors may only publish research that extols only the positive results or results that they desire.

Bias may be introduced for advertisement or economic reasons. Economic pressure may be applied on the editor, particularly in the cases of studies involving drugs and new medical devices. This is called commercial bias.

In recent years, before beginning a study, it has been recommended to record it on the Web site www.clinicaltrials.gov for the purpose of facilitating systematic interpretation and analysis in scientific research, informing other researchers, preventing bias, provision of writing in a standard format, enhancing contribution of research results to the general literature and enabling early intervention of an institution for support. This Web site is a service of the US National Institutes of Health.

The last stage in the methodology of clinical studies is the selection of intervention to be conducted. Placebo use assumes an important place in interventions. In Latin, placebo means ‘I will be fine’. In medical literature, it refers to substances that are not curative, do not have active ingredients and have various pharmaceutical forms. Although placebos do not have active drug characteristic, they have shown effective analgesic characteristics, particularly in algology applications; further, its use prevents bias in comparative studies. If a placebo has a positive impact on a participant, it is called the placebo effect ; on the contrary, if it has a negative impact, it is called the nocebo effect . Another type of therapy that can be used in clinical research is sham application. Although a researcher does not cure the patient, the researcher may compare those who receive therapy and undergo sham. It has been seen that sham therapies also exhibit a placebo effect. In particular, sham therapies are used in acupuncture applications ( 11 ). While placebo is a substance, sham is a type of clinical application.

Ethically, the patient has to receive appropriate therapy. For this reason, if its use prevents effective treatment, it causes great problem with regard to patient health and legalities.

Before medical research is conducted with human subjects, predictable risks, drawbacks and benefits must be evaluated for individuals or groups participating in the study. Precautions must be taken for reducing the risk to a minimum level. The risks during the study should be followed, evaluated and recorded by the researcher ( 1 ).

After the methodology for a clinical study is determined, dealing with the ‘Ethics Committee’ forms the next stage. The purpose of the ethics committee is to protect the rights, safety and well-being of volunteers taking part in the clinical research, considering the scientific method and concerns of society. The ethics committee examines the studies presented in time, comprehensively and independently, with regard to ethics and science; in line with the Declaration of Helsinki and following national and international standards concerning ‘Good Clinical Practice’. The method to be followed in the formation of the ethics committee should be developed without any kind of prejudice and to examine the applications with regard to ethics and science within the framework of the ethics committee, Regulation on Clinical Trials and Good Clinical Practice ( www.iku.com ). The necessary documents to be presented to the ethics committee are research protocol, volunteer consent form, budget contract, Declaration of Helsinki, curriculum vitae of researchers, similar or explanatory literature samples, supporting institution approval certificate and patient follow-up form.

Only one sister/brother, mother, father, son/daughter and wife/husband can take charge in the same ethics committee. A rector, vice rector, dean, deputy dean, provincial healthcare director and chief physician cannot be members of the ethics committee.

Members of the ethics committee can work as researchers or coordinators in clinical research. However, during research meetings in which members of the ethics committee are researchers or coordinators, they must leave the session and they cannot sign-off on decisions. If the number of members in the ethics committee for a particular research is so high that it is impossible to take a decision, the clinical research is presented to another ethics committee in the same province. If there is no ethics committee in the same province, an ethics committee in the closest settlement is found.

Thereafter, researchers need to inform the participants using an informed consent form. This form should explain the content of clinical study, potential benefits of the study, alternatives and risks (if any). It should be easy, comprehensible, conforming to spelling rules and written in plain language understandable by the participant.

This form assists the participants in taking a decision regarding participation in the study. It should aim to protect the participants. The participant should be included in the study only after it signs the informed consent form; the participant can quit the study whenever required, even when the study has not ended ( 7 ).

Peer-review: Externally peer-reviewed.

Author Contributions: Concept - C.Ö.Ç., A.D.; Design - C.Ö.Ç.; Supervision - A.D.; Resource - C.Ö.Ç., A.D.; Materials - C.Ö.Ç., A.D.; Analysis and/or Interpretation - C.Ö.Ç., A.D.; Literature Search - C.Ö.Ç.; Writing Manuscript - C.Ö.Ç.; Critical Review - A.D.; Other - C.Ö.Ç., A.D.

Conflict of Interest: No conflict of interest was declared by the authors.

Financial Disclosure: The authors declared that this study has received no financial support.

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Why Dropping the E in DEI Is a Mistake

• Enrica N. Ruggs
• Oscar Holmes IV

The Society for Human Resource Management’s decision to remove “equity” from its DEI framework sets a dangerous precedent that flies in the face of decades of research.

The Society for Human Resource Management (SHRM) has decided to remove “equity” from its inclusion, equity, and diversity (IE&D) framework, now promoting “inclusion and diversity” (I&D) instead. This decision sets a dangerous precedent that flies in the face of decades of research about DEI in the workplace. It undermines efforts to create equitable workplaces and ignores the vital role of equity in fostering fairness and addressing systemic barriers faced by marginalized groups. Instead of scaling back their focus on equity, companies should: 1) Commit to achievable equity goals; 2) Implement and track evidence-based DEI policies and practices; and 3) Establish accountability and transparency.

Recently, the Society for Human Resource Management (SHRM), a leading voice of HR professionals, announced that it was abandoning the acronym “IE&D” — inclusion, equity, and diversity — in favor of “I&D.”

• Enrica N. Ruggs , PhD is an associate professor of management in the C. T. Bauer College of Business at the University of Houston. She is a workplace diversity scholar who conducts research on reducing discrimination and bias in organizations and improving workplace experiences for individuals with marginalized identities.
• Oscar Holmes IV , PhD, SHRM-SCP is an associate professor of management at Rutgers University-Camden and the creator and host of the podcast Diversity Matters . In his research he examines how leaders can maximize productivity and well-being by fostering more inclusive workplaces.

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SAP Is a Leader in the 2024 Gartner® Magic Quadrant™ for Recurring Billing Applications

I’m thrilled to share that Gartner has named SAP a Leader in its inaugural 2024 Magic Quadrant for Recurring Billing Applications .

We believe this recognition underscores our commitment to providing an agile cloud solution for recurring revenue management that meets the needs of fast-growing companies with SAP S/4HANA Cloud and SAP Subscription Billing . Gartner evaluated 17 vendors and named SAP a Leader.

Read the full report here .

The Growing Importance of Billing Software  

Recent publications emphasize a growing consensus among analysts that advanced billing software is becoming increasingly essential for fast-growing companies across various industries. To navigate the complexities of invoicing and revenue collection with recurring revenue business models, companies require a reliable and sophisticated solution that can handle high transaction volumes with both flexibility and accuracy.

Accelerate Growth with Modular Cloud ERP for Recurring Revenues  

Leveraging a modular cloud approach, SAP seamlessly integrates SAP S/4HANA Cloud, SAP Subscription Billing, and, in the case of usage-based pricing, SAP Convergent Mediation by DigitalRoute. This powerful combination enables organizations to efficiently manage subscriptions, usage plans, and bundles, driving growth and operational excellence in today’s dynamic business environment.  

SAP S/4HANA Cloud, together with SAP Subscription Billing, has quickly become a cornerstone for fast-growing companies seeking a SaaS approach to manage their recurring revenue business. Whether B2B or B2C scenarios, our solution supports a diverse array of industries, including professional services, high tech, industrial manufacturing, automotive, life sciences, and healthcare.  

Customer Success Stories  

Discover how SaaS CRM company LeadSquared simplifies complex subscriptions and enhances customer transparency with automated order-to-cash processes in this short video .

Explore how biotech leader F. Hoffmann-La Roche is revolutionizing the industry by automating order-to-cash processes for its digital offerings in this customer story .

For additional insights from SAP customers and to learn more about our quote-to-cash solutions, visit the comprehensive overview page on sap.com . 

Martin Barkman is senior vice president and global head of Product Marketing for Finance, Supply Chain, and Cloud ERP AI at SAP.

Gartner, Magic Quadrant for Recurring Billing Applications, Mark Lewis, Robert Anderson, 6 August 2024 

GARTNER is a registered trademark and service mark of Gartner, Inc. and/or its affiliates in the U.S. and internationally, and MAGIC QUADRANT is a registered trademark of Gartner, Inc. and/or its affiliates and are used herein with permission. All rights reserved. 

Gartner does not endorse any vendor, product or service depicted in its research publications, and does not advise technology users to select only those vendors with the highest ratings or other designation. Gartner research publications consist of the opinions of Gartner’s research organization and should not be construed as statements of fact. Gartner disclaims all warranties, expressed or implied, with respect to this research, including any warranties of merchantability or fitness for a particular purpose.  This graphic was published by Gartner, Inc. as part of a larger research document and should be evaluated in the context of the entire document. The Gartner document is available upon request from SAP.

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Majority of US adults say democracy is on the ballot but they differ on the threat: AP-NORC poll

FILE - Democratic presidential nominee Vice President Kamala Harris and her running mate Minnesota Gov. Tim Walz arrive at a campaign rally in Philadelphia, Aug. 6, 2024. (AP Photo/Matt Rourke)

FILE - Republican presidential nominee former President Donald Trump and Republican vice presidential nominee Sen. JD Vance, R-Ohio, arrive a campaign rally, July 20, 2024, in Grand Rapids, Mich. (AP Photo/Evan Vucci)

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NEW YORK (AP) — Roughly 3 in 4 American adults believe the upcoming presidential election is vital to the future of U.S. democracy, although which candidate they think poses the greater threat depends on their political leanings, according to a poll.

The survey from The Associated Press-NORC Center for Public Affairs Research finds that most Democrats, Republicans and independents see the election as “very important” or “extremely important” to democracy, while Democrats have a higher level of intensity about the issue. More than half of Democrats say the November election is “extremely important” to the future of U.S. democracy, compared to about 4 in 10 independents and Republicans.

Democrat Pamela Hanson, 67, of Amery, Wisconsin, said she has grave concerns for the future of democracy in the country if Republican presidential nominee Donald Trump gets elected .

“His statements tend towards him being a king or a dictator, a person in charge by himself,” Hanson said. “I mean, the man is unhinged in my opinion.”

But Republican Ernie Wagner from Liberty, New York, said it’s President Joe Biden’s administration — of which Vice President Kamala Harris, the Democratic nominee, is a part — that has abused the power of the executive branch.

“Biden has tried to erase the student loans, and he’s been told by the courts that it’s unconstitutional to do that,” said Wagner, 85. “He’s weaponized the FBI to get at his political opponents.”

The poll findings suggest that many Democrats continue to view Trump as a threat to democracy after he tried to overturn the results of the 2020 election , embraced the rioters who attacked the U.S. Capitol on Jan. 6, 2021, and threatened to seek retribution against his opponents if he wins reelection.

But they also indicate that many of Trump’s supporters agree with him that Biden is the real threat to democracy. Trump and his allies have accused Biden of weaponizing the Justice Department as it has pursued charges against the former president over his effort to halt certification of the 2020 election and keeping classified documents, though there is no evidence Biden has had any involvement or influence in the cases .

Trump has framed himself as a defender of American values and portrayed Biden as a “destroyer” of democracy. He said multiple times after he survived an assassination attempt last month that he “took a bullet for democracy.”

The poll, conducted in the days after Biden dropped out of the race and Harris announced her campaign, is an early glimpse of Americans’ views of a reshaped contest.

Majorities of both Democrats and Republicans say democracy could be at risk in this election depending on who wins the presidency, responses generally in line with the findings when the question was last asked in an AP-NORC poll in December 2023 .

Hanson, the Wisconsin Democrat, said she worries Trump in a second term would use the conservative-dominated U.S. Supreme Court to overrule important freedoms. She also is concerned that he would fill his Cabinet with loyalists who don’t care about the well-being of everyone in the country and defund agencies that regulate key functions of society.

But Wagner, the New York Republican, brushed off those concerns and pointed to Trump’s time in office.

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“When he was in the White House, we had peace, we had prosperity, we had energy independence,” he said. “What’s undemocratic about that?”

He said he didn’t think Trump’s intentions leading up to and on Jan. 6 were criminal.

“I just think he was misguided,” Wagner said.

Some independents also are carefully considering the stakes of the upcoming election on the country’s democratic future.

“I believe that this is the most important election of my lifetime,” said 53-year-old Patricia Seliga-Williams of LaVale, Maryland, an independent who is leaning toward voting for Harris.

Seliga-Williams said she’s barely scraping by on $15 an hour as a hotel breakfast attendant and remembers Trump handling the economy and immigration well. But she didn’t like it when he recently quipped that he plans to be a “dictator” on day one in office.

“We all know Donald Trump could run the country,” she said. “But he’s just too aggressive anymore, and I don’t think I can trust that as a voter.”

Not everyone agrees that this year’s presidential election will be an inflection point for the country’s democracy, offering starkly different reasons, according to the AP-NORC poll. About 2 in 10 Americans say democracy in the U.S. is strong enough to withstand the outcome of the election no matter who wins, while another 2 in 10 believe democracy is already so seriously broken that the outcome doesn’t matter.

The poll also shows the stakes of democracy in the election are felt more by older adults rather than younger ones. About half of adults 45 and older say the outcome of the election is extremely important for the future of democracy, compared to about 4 in 10 adults under 45.

“Making the claim that the other candidate is trying to destroy democracy, it doesn’t really land for me,” said Daniel Oliver, 26, an independent from suburban Detroit. “I think that we have things in place that should safeguard against when you kind of play at destroying democracy. We have other branches of government. We have people that believe in voting. So, it would be hard for a candidate to take over and become some kind of dictator.”

He said he’ll be looking for candidates to talk about issues he’s more interested in, such as reducing inflation and investing in clean energy sources.

Biden and Trump spent months sparring over whose second term would be worse for democracy. The president nodded to the consequences when he ended his campaign last month, saying in his Oval Office address that “the defense of democracy is more important than any title.”

Harris has focused more on the concept of “freedom” in the early days of her campaign. She has said Trump’s reelection could result in Americans losing the freedom to vote , the freedom to be safe from gun violence and the freedom for women to make decisions about their own bodies. Her debut campaign ad last month was set to Beyoncé’s 2016 track “Freedom,” and it has become a campaign anthem for her at rallies ever since.

Harris didn’t mention democracy in her first two presidential campaign rallies, but she returned to the topic in remarks to Sigma Gamma Rho sorority members in Houston last week, saying “our fundamental freedoms are on the ballot, and so is our democracy.”

The poll of 1,143 adults was conducted July 25-29, 2024, using a sample drawn from NORC’s probability-based AmeriSpeak Panel, which is designed to be representative of the U.S. population. The margin of sampling error for all respondents is plus or minus 4.1 percentage points.

The Associated Press receives support from several private foundations to enhance its explanatory coverage of elections and democracy. See more about AP’s democracy initiative here . The AP is solely responsible for all content.

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August 13, 2024

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Hand washing is important—but is your handbasin clean?

by Flinders University

Handbasins are hotspots for dangerous microbes that can cause illnesses including pneumonia, Legionnaires' disease and wound infections, a new study from Flinders University warns.

The Flinders University environmental health study found handbasin biofilms contained a diverse range of pathogens including microbes typically found in water, and other pathogens not found in water.

"This research shows that handbasins may be playing a significant and underestimated role in health care–associated infections," says Associate Professor Harriet Whiley, from the College of Science and Engineering and ARC Training Center for Biofilm Research and Innovation.

"The study also found that residential handbasins have a more diverse bacterial community present on handbasin biofilms compared with hospitals.

"There was also a higher number of Legionella bacteria present in the residential samples compared with those taken from hospitals."

Legionnaires' disease is caused by the Legionella bacteria, found in natural bodies of water, spas, warm water systems, potting mix and air-conditioning. A system that used water for cooling was linked to a large outbreak in Melbourne recently which affected almost 90 people and caused two deaths.

Biofilms, a slimy substance found on drains and around the faucet of handbasins, contain a community of microbes including disease-causing pathogens that can pose a threat to human health.

These pathogens are likely transferred to the biofilm from patients or staff during handwashing, from incoming water supply or biological waste, according to the study published in Science of the Total Environment .

The new study compared biofilms in hospital and residential handbasins to assess infection risk levels and possible routes of contamination.

Lead researcher Claire Hayward says, "The difference in the diversity of the microbial communities could be due to more regular cleaning, usage and the design of basins in hospitals through the implementation of health care infection control practices.

"This poses a risk to patients receiving health care in the home, which has been emerging as an alternative to extensive inpatient hospital stays to reduce the burden on the health care system.

"Patients receiving health care in the home need to be informed of infection control practices such as cleaning handbasin outlets and drains using effective disinfectants," she says.

"Biofilms formed in the faucet and drains of handbasins can potentially harbor pathogenic microbes and increase the rise of antimicrobial resistance," says Ph.D. candidate Hayward.

"In both settings we found a high abundance of pathogenic and corrosive germs, including some not typically carried in water .

"These complex and diverse microbial communities also differed depending on building type and indicate hospitals also need more control guidelines to manage these under-recognized areas of potential infection."

The Australian Guidelines for the Prevention and Control of Infection in Health care recommends cleaning handwashing basins up to twice a day with detergent, along with other high-touch surfaces such as light switches, doorknobs and bedrails with the same frequency.

Researchers recommend further research into cleaning protocols and hand basin design to reduce risks.

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