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How do you Write the Rationale for Research?

• By DiscoverPhDs
• October 21, 2020

What is the Rationale of Research?

The term rationale of research means the reason for performing the research study in question. In writing your rational you should able to convey why there was a need for your study to be carried out. It’s an important part of your research paper that should explain how your research was novel and explain why it was significant; this helps the reader understand why your research question needed to be addressed in your research paper, term paper or other research report.

The rationale for research is also sometimes referred to as the justification for the study. When writing your rational, first begin by introducing and explaining what other researchers have published on within your research field.

Having explained the work of previous literature and prior research, include discussion about where the gaps in knowledge are in your field. Use these to define potential research questions that need answering and explain the importance of addressing these unanswered questions.

The rationale conveys to the reader of your publication exactly why your research topic was needed and why it was significant . Having defined your research rationale, you would then go on to define your hypothesis and your research objectives.

Final Comments

Defining the rationale research, is a key part of the research process and academic writing in any research project. You use this in your research paper to firstly explain the research problem within your dissertation topic. This gives you the research justification you need to define your research question and what the expected outcomes may be.

The title page of your dissertation or thesis conveys all the essential details about your project. This guide helps you format it in the correct way.

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Dr Day gained her PhD Physical Chemistry at the University of Nottingham in 2000. She is now a Science & Fiction writer, an Associate Editor at PseudoPod.org and runs the blog ‘The Chronicle Flask’ about all things chemistry.

Eleni is nearing the end of her PhD at the University of Sheffield on understanding Peroxidase immobilisation on Bioinspired Silicas and application of the biocatalyst for dye removal.

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How to Write the Rationale for a Research Paper

• Research Process
• Peer Review

A research rationale answers the big SO WHAT? that every adviser, peer reviewer, and editor has in mind when they critique your work. A compelling research rationale increases the chances of your paper being published or your grant proposal being funded. In this article, we look at the purpose of a research rationale, its components and key characteristics, and how to create an effective research rationale.

Updated on September 19, 2022

The rationale for your research is the reason why you decided to conduct the study in the first place. The motivation for asking the question. The knowledge gap. This is often the most significant part of your publication. It justifies the study's purpose, novelty, and significance for science or society. It's a critical part of standard research articles as well as funding proposals.

Essentially, the research rationale answers the big SO WHAT? that every (good) adviser, peer reviewer, and editor has in mind when they critique your work.

A compelling research rationale increases the chances of your paper being published or your grant proposal being funded. In this article, we look at:

• the purpose of a research rationale
• its components and key characteristics
• how to create an effective research rationale

What is a research rationale?

Think of a research rationale as a set of reasons that explain why a study is necessary and important based on its background. It's also known as the justification of the study, rationale, or thesis statement.

Essentially, you want to convince your reader that you're not reciting what other people have already said and that your opinion hasn't appeared out of thin air. You've done the background reading and identified a knowledge gap that this rationale now explains.

A research rationale is usually written toward the end of the introduction. You'll see this section clearly in high-impact-factor international journals like Nature and Science. At the end of the introduction there's always a phrase that begins with something like, "here we show..." or "in this paper we show..." This text is part of a logical sequence of information, typically (but not necessarily) provided in this order:

Here's an example from a study by Cataldo et al. (2021) on the impact of social media on teenagers' lives.

Note how the research background, gap, rationale, and objectives logically blend into each other.

The authors chose to put the research aims before the rationale. This is not a problem though. They still achieve a logical sequence. This helps the reader follow their thinking and convinces them about their research's foundation.

Elements of a research rationale

We saw that the research rationale follows logically from the research background and literature review/observation and leads into your study's aims and objectives.

This might sound somewhat abstract. A helpful way to formulate a research rationale is to answer the question, “Why is this study necessary and important?”

Generally, that something has never been done before should not be your only motivation. Use it only If you can give the reader valid evidence why we should learn more about this specific phenomenon.

A well-written introduction covers three key elements:

• What's the background to the research?
• What has been done before (information relevant to this particular study, but NOT a literature review)?
• Research rationale

Now, let's see how you might answer the question.

1. This study complements scientific knowledge and understanding

Discuss the shortcomings of previous studies and explain how'll correct them. Your short review can identify:

• Methodological limitations . The methodology (research design, research approach or sampling) employed in previous works is somewhat flawed.

Example : Here , the authors claim that previous studies have failed to explore the role of apathy “as a predictor of functional decline in healthy older adults” (Burhan et al., 2021). At the same time, we know a lot about other age-related neuropsychiatric disorders, like depression.

Their study is necessary, then, “to increase our understanding of the cognitive, clinical, and neural correlates of apathy and deconstruct its underlying mechanisms.” (Burhan et al., 2021).

• Contextual limitations . External factors have changed and this has minimized or removed the relevance of previous research.

Example : You want to do an empirical study to evaluate the effects of the COVID-19 pandemic on the number of tourists visiting Sicily. Previous studies might have measured tourism determinants in Sicily, but they preceded COVID-19.

• Conceptual limitations . Previous studies are too bound to a specific ideology or a theoretical framework.

Example : The work of English novelist E. M. Forster has been extensively researched for its social, political, and aesthetic dimensions. After the 1990s, younger scholars wanted to read his novels as an example of gay fiction. They justified the need to do so based on previous studies' reliance on homophobic ideology.

This kind of rationale is most common in basic/theoretical research.

2. This study can help solve a specific problem

Here, you base your rationale on a process that has a problem or is not satisfactory.

For example, patients complain about low-quality hospital care on weekends (staff shortages, inadequate attention, etc.). No one has looked into this (there is a lack of data). So, you explore if the reported problems are true and what can be done to address them. This is a knowledge gap.

Or you set out to explore a specific practice. You might want to study the pros and cons of several entry strategies into the Japanese food market.

It's vital to explain the problem in detail and stress the practical benefits of its solution. In the first example, the practical implications are recommendations to improve healthcare provision.

In the second example, the impact of your research is to inform the decision-making of businesses wanting to enter the Japanese food market.

This kind of rationale is more common in applied/practical research.

3. You're the best person to conduct this study

It's a bonus if you can show that you're uniquely positioned to deliver this study, especially if you're writing a funding proposal .

For an anthropologist wanting to explore gender norms in Ethiopia, this could be that they speak Amharic (Ethiopia's official language) and have already lived in the country for a few years (ethnographic experience).

Or if you want to conduct an interdisciplinary research project, consider partnering up with collaborators whose expertise complements your own. Scientists from different fields might bring different skills and a fresh perspective or have access to the latest tech and equipment. Teaming up with reputable collaborators justifies the need for a study by increasing its credibility and likely impact.

When is the research rationale written?

You can write your research rationale before, or after, conducting the study.

In the first case, when you might have a new research idea, and you're applying for funding to implement it.

Or you're preparing a call for papers for a journal special issue or a conference. Here , for instance, the authors seek to collect studies on the impact of apathy on age-related neuropsychiatric disorders.

In the second case, you have completed the study and are writing a research paper for publication. Looking back, you explain why you did the study in question and how it worked out.

Although the research rationale is part of the introduction, it's best to write it at the end. Stand back from your study and look at it in the big picture. At this point, it's easier to convince your reader why your study was both necessary and important.

How long should a research rationale be?

The length of the research rationale is not fixed. Ideally, this will be determined by the guidelines (of your journal, sponsor etc.).

The prestigious journal Nature , for instance, calls for articles to be no more than 6 or 8 pages, depending on the content. The introduction should be around 200 words, and, as mentioned, two to three sentences serve as a brief account of the background and rationale of the study, and come at the end of the introduction.

If you're not provided guidelines, consider these factors:

• Research document : In a thesis or book-length study, the research rationale will be longer than in a journal article. For example, the background and rationale of this book exploring the collective memory of World War I cover more than ten pages.
• Research question : Research into a new sub-field may call for a longer or more detailed justification than a study that plugs a gap in literature.

Which verb tenses to use in the research rationale?

It's best to use the present tense. Though in a research proposal, the research rationale is likely written in the future tense, as you're describing the intended or expected outcomes of the research project (the gaps it will fill, the problems it will solve).

Example of a research rationale

Research question : What are the teachers' perceptions of how a sense of European identity is developed and what underlies such perceptions?

Braun, V., & Clarke, V. (2006). Using thematic analysis in psychology. Qualitative Research in Psychology , 3(2), 77-101.

Burhan, A.M., Yang, J., & Inagawa, T. (2021). Impact of apathy on aging and age-related neuropsychiatric disorders. Research Topic. Frontiers in Psychiatry

Cataldo, I., Lepri, B., Neoh, M. J. Y., & Esposito, G. (2021). Social media usage and development of psychiatric disorders in childhood and adolescence: A review. Frontiers in Psychiatry , 11.

CiCe Jean Monnet Network (2017). Guidelines for citizenship education in school: Identities and European citizenship children's identity and citizenship in Europe.

Cohen, l, Manion, L., & Morrison, K. (2018). Research methods in education . Eighth edition. London: Routledge.

de Prat, R. C. (2013). Euroscepticism, Europhobia and Eurocriticism: The radical parties of the right and left “vis-à-vis” the European Union P.I.E-Peter Lang S.A., Éditions Scientifiques Internationales.

European Commission. (2017). Eurydice Brief: Citizenship education at school in Europe.

Polyakova, A., & Fligstein, N. (2016). Is European integration causing Europe to become more nationalist? Evidence from the 2007–9 financial crisis. Journal of European Public Policy , 23(1), 60-83.

Winter, J. (2014). Sites of Memory, Sites of Mourning: The Great War in European Cultural History . Cambridge: Cambridge University Press.

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How to Write the Rationale of the Study in Research (Examples)

What is the Rationale of the Study?

The rationale of the study is the justification for taking on a given study. It explains the reason the study was conducted or should be conducted. This means the study rationale should explain to the reader or examiner why the study is/was necessary. It is also sometimes called the “purpose” or “justification” of a study. While this is not difficult to grasp in itself, you might wonder how the rationale of the study is different from your research question or from the statement of the problem of your study, and how it fits into the rest of your thesis or research paper. 

The rationale of the study links the background of the study to your specific research question and justifies the need for the latter on the basis of the former. In brief, you first provide and discuss existing data on the topic, and then you tell the reader, based on the background evidence you just presented, where you identified gaps or issues and why you think it is important to address those. The problem statement, lastly, is the formulation of the specific research question you choose to investigate, following logically from your rationale, and the approach you are planning to use to do that.

Table of Contents:

How to write a rationale for a research paper , how do you justify the need for a research study.

• Study Rationale Example: Where Does It Go In Your Paper?

The basis for writing a research rationale is preliminary data or a clear description of an observation. If you are doing basic/theoretical research, then a literature review will help you identify gaps in current knowledge. In applied/practical research, you base your rationale on an existing issue with a certain process (e.g., vaccine proof registration) or practice (e.g., patient treatment) that is well documented and needs to be addressed. By presenting the reader with earlier evidence or observations, you can (and have to) convince them that you are not just repeating what other people have already done or said and that your ideas are not coming out of thin air. 

Once you have explained where you are coming from, you should justify the need for doing additional research–this is essentially the rationale of your study. Finally, when you have convinced the reader of the purpose of your work, you can end your introduction section with the statement of the problem of your research that contains clear aims and objectives and also briefly describes (and justifies) your methodological approach. 

When is the Rationale for Research Written?

The author can present the study rationale both before and after the research is conducted. 

• Before conducting research : The study rationale is a central component of the research proposal . It represents the plan of your work, constructed before the study is actually executed.
• Once research has been conducted : After the study is completed, the rationale is presented in a research article or  PhD dissertation  to explain why you focused on this specific research question. When writing the study rationale for this purpose, the author should link the rationale of the research to the aims and outcomes of the study.

What to Include in the Study Rationale

Although every study rationale is different and discusses different specific elements of a study’s method or approach, there are some elements that should be included to write a good rationale. Make sure to touch on the following:

• A summary of conclusions from your review of the relevant literature
• What is currently unknown (gaps in knowledge)
• Inconclusive or contested results  from previous studies on the same or similar topic
• The necessity to improve or build on previous research, such as to improve methodology or utilize newer techniques and/or technologies

There are different types of limitations that you can use to justify the need for your study. In applied/practical research, the justification for investigating something is always that an existing process/practice has a problem or is not satisfactory. Let’s say, for example, that people in a certain country/city/community commonly complain about hospital care on weekends (not enough staff, not enough attention, no decisions being made), but you looked into it and realized that nobody ever investigated whether these perceived problems are actually based on objective shortages/non-availabilities of care or whether the lower numbers of patients who are treated during weekends are commensurate with the provided services.

In this case, “lack of data” is your justification for digging deeper into the problem. Or, if it is obvious that there is a shortage of staff and provided services on weekends, you could decide to investigate which of the usual procedures are skipped during weekends as a result and what the negative consequences are. 

In basic/theoretical research, lack of knowledge is of course a common and accepted justification for additional research—but make sure that it is not your only motivation. “Nobody has ever done this” is only a convincing reason for a study if you explain to the reader why you think we should know more about this specific phenomenon. If there is earlier research but you think it has limitations, then those can usually be classified into “methodological”, “contextual”, and “conceptual” limitations. To identify such limitations, you can ask specific questions and let those questions guide you when you explain to the reader why your study was necessary:

Methodological limitations

• Did earlier studies try but failed to measure/identify a specific phenomenon?
• Was earlier research based on incorrect conceptualizations of variables?
• Were earlier studies based on questionable operationalizations of key concepts?
• Did earlier studies use questionable or inappropriate research designs?

Contextual limitations

• Have recent changes in the studied problem made previous studies irrelevant?
• Are you studying a new/particular context that previous findings do not apply to?

Conceptual limitations

• Do previous findings only make sense within a specific framework or ideology?

Study Rationale Examples

Let’s look at an example from one of our earlier articles on the statement of the problem to clarify how your rationale fits into your introduction section. This is a very short introduction for a practical research study on the challenges of online learning. Your introduction might be much longer (especially the context/background section), and this example does not contain any sources (which you will have to provide for all claims you make and all earlier studies you cite)—but please pay attention to how the background presentation , rationale, and problem statement blend into each other in a logical way so that the reader can follow and has no reason to question your motivation or the foundation of your research.

Background presentation

Since the beginning of the Covid pandemic, most educational institutions around the world have transitioned to a fully online study model, at least during peak times of infections and social distancing measures. This transition has not been easy and even two years into the pandemic, problems with online teaching and studying persist (reference needed) . 

While the increasing gap between those with access to technology and equipment and those without access has been determined to be one of the main challenges (reference needed) , others claim that online learning offers more opportunities for many students by breaking down barriers of location and distance (reference needed) .  

Rationale of the study

Since teachers and students cannot wait for circumstances to go back to normal, the measures that schools and universities have implemented during the last two years, their advantages and disadvantages, and the impact of those measures on students’ progress, satisfaction, and well-being need to be understood so that improvements can be made and demographics that have been left behind can receive the support they need as soon as possible.

Statement of the problem

To identify what changes in the learning environment were considered the most challenging and how those changes relate to a variety of student outcome measures, we conducted surveys and interviews among teachers and students at ten institutions of higher education in four different major cities, two in the US (New York and Chicago), one in South Korea (Seoul), and one in the UK (London). Responses were analyzed with a focus on different student demographics and how they might have been affected differently by the current situation.

How long is a study rationale?

In a research article bound for journal publication, your rationale should not be longer than a few sentences (no longer than one brief paragraph). A  dissertation or thesis  usually allows for a longer description; depending on the length and nature of your document, this could be up to a couple of paragraphs in length. A completely novel or unconventional approach might warrant a longer and more detailed justification than an approach that slightly deviates from well-established methods and approaches.

Consider Using Professional Academic Editing Services

Now that you know how to write the rationale of the study for a research proposal or paper, you should make use of our free AI grammar checker , Wordvice AI, or receive professional academic proofreading services from Wordvice, including research paper editing services and manuscript editing services to polish your submitted research documents.

You can also find many more articles, for example on writing the other parts of your research paper , on choosing a title , or on making sure you understand and adhere to the author instructions before you submit to a journal, on the Wordvice academic resources pages.

Setting Rationale in Research: Cracking the code for excelling at research

Knowledge and curiosity lays the foundation of scientific progress. The quest for knowledge has always been a timeless endeavor. Scholars seek reasons to explain the phenomena they observe, paving way for development of research. Every investigation should offer clarity and a well-defined rationale in research is a cornerstone upon which the entire study can be built.

Research rationale is the heartbeat of every academic pursuit as it guides the researchers to unlock the untouched areas of their field. Additionally, it illuminates the gaps in the existing knowledge, and identifies the potential contributions that the study aims to make.

Table of Contents

What Is Research Rationale and When Is It Written

Research rationale is the “why” behind every academic research. It not only frames the study but also outlines its objectives , questions, and expected outcomes. Additionally, it helps to identify the potential limitations of the study . It serves as a lighthouse for researchers that guides through data collection and analysis, ensuring their efforts remain focused and purposeful. Typically, a rationale is written at the beginning of the research proposal or research paper . It is an essential component of the introduction section and provides the foundation for the entire study. Furthermore, it provides a clear understanding of the purpose and significance of the research to the readers before delving into the specific details of the study. In some cases, the rationale is written before the methodology, data analysis, and other sections. Also, it serves as the justification for the research, and how it contributes to the field. Defining a research rationale can help a researcher in following ways:

1. Justification of a Research Problem

• Research rationale helps to understand the essence of a research problem.
• It designs the right approach to solve a problem. This aspect is particularly important for applied research, where the outcomes can have real-world relevance and impact.
• Also, it explains why the study is worth conducting and why resources should be allocated to pursue it.
• Additionally, it guides a researcher to highlight the benefits and implications of a strategy.

2. Elimination of Literature Gap

• Research rationale helps to ideate new topics which are less addressed.
• Additionally, it offers fresh perspectives on existing research and discusses the shortcomings in previous studies.
• It shows that your study aims to contribute to filling these gaps and advancing the field’s understanding.

3. Originality and Novelty

• The rationale highlights the unique aspects of your research and how it differs from previous studies.
• Furthermore, it explains why your research adds something new to the field and how it expands upon existing knowledge.
• It highlights how your findings might contribute to a better understanding of a particular issue or problem and potentially lead to positive changes.
• Besides these benefits, it provides a personal motivation to the researchers. In some cases, researchers might have personal experiences or interests that drive their desire to investigate a particular topic.

4. An Increase in Chances of Funding

• It is essential to convince funding agencies , supervisors, or reviewers, that a research is worth pursuing.
• Therefore, a good rationale can get your research approved for funding and increases your chances of getting published in journals; as it addresses the potential knowledge gap in existing research.

Overall, research rationale is essential for providing a clear and convincing argument for the value and importance of your research study, setting the stage for the rest of the research proposal or manuscript. Furthermore, it helps establish the context for your work and enables others to understand the purpose and potential impact of your research.

5 Key Elements of a Research Rationale

Research rationale must include certain components which make it more impactful. Here are the key elements of a research rationale:

By incorporating these elements, you provide a strong and convincing case for the legitimacy of your research, which is essential for gaining support and approval from academic institutions, funding agencies, or other stakeholders.

How to Write a Rationale in Research

Writing a rationale requires careful consideration of the reasons for conducting the study. It is usually written in the present tense.

Here are some steps to guide you through the process of writing a research rationale:

After writing the initial draft, it is essential to review and revise the research rationale to ensure that it effectively communicates the purpose of your research. The research rationale should be persuasive and compelling, convincing readers that your study is worthwhile and deserves their attention.

How Long Should a Research Rationale be?

Although there is no pre-defined length for a rationale in research, its length may vary depending on the specific requirements of the research project. It also depends on the academic institution or organization, and the guidelines set by the research advisor or funding agency. In general, a research rationale is usually a concise and focused document.

Typically, it ranges from a few paragraphs to a few pages, but it is usually recommended to keep it as crisp as possible while ensuring all the essential elements are adequately covered. The length of a research rationale can be roughly as follows:

1. For Research Proposal:

A. Around 1 to 3 pages

B. Ensure clear and comprehensive explanation of the research question, its significance, literature review , and methodological approach.

2. Thesis or Dissertation:

A. Around 3 to 5 pages

B. Ensure an extensive coverage of the literature review, theoretical framework, and research objectives to provide a robust justification for the study.

3. Journal Article:

A. Usually concise. Ranges from few paragraphs to one page

B. The research rationale is typically included as part of the introduction section

However, remember that the quality and content of the research rationale are more important than its length. The reasons for conducting the research should be well-structured, clear, and persuasive when presented. Always adhere to the specific institution or publication guidelines.

Example of a Research Rationale

In conclusion, the research rationale serves as the cornerstone of a well-designed and successful research project. It ensures that research efforts are focused, meaningful, and ethically sound. Additionally, it provides a comprehensive and logical justification for embarking on a specific investigation. Therefore, by identifying research gaps, defining clear objectives, emphasizing significance, explaining the chosen methodology, addressing ethical considerations, and recognizing potential limitations, researchers can lay the groundwork for impactful and valuable contributions to the scientific community.

So, are you ready to delve deeper into the world of research and hone your academic writing skills? Explore Enago Academy ‘s comprehensive resources and courses to elevate your research and make a lasting impact in your field. Also, share your thoughts and experiences in the form of an article or a thought piece on Enago Academy’s Open Platform .

Join us on a journey of scholarly excellence today!

Frequently Asked Questions

A rationale of the study can be written by including the following points: 1. Background of the Research/ Study 2. Identifying the Knowledge Gap 3. An Overview of the Goals and Objectives of the Study 4. Methodology and its Significance 5. Relevance of the Research

Start writing a research rationale by defining the research problem and discussing the literature gap associated with it.

A research rationale can be ended by discussing the expected results and summarizing the need of the study.

A rationale for thesis can be made by covering the following points: 1. Extensive coverage of the existing literature 2. Explaining the knowledge gap 3. Provide the framework and objectives of the study 4. Provide a robust justification for the study/ research 5. Highlight the potential of the research and the expected outcomes

A rationale for dissertation can be made by covering the following points: 1. Highlight the existing reference 2. Bridge the gap and establish the context of your research 3. Describe the problem and the objectives 4. Give an overview of the methodology

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The rationale for one’s research is the justification for undertaking a given study. It states the reason(s) why a researcher chooses to focus on the topic in question, including what the significance is and what gaps the research intends to fill. In short, it is an explanation that rationalises the need for the study. The rationale is typically followed by a hypothesis/ research question (s) and the study objectives.

When is the rationale for research written?

The rationale of a study can be presented both before and after the research is conducted. 

• Before : The rationale is a crucial part of your research proposal , representing the plan of your work as formulated before you execute your study.
• After : Once the study is completed, the rationale is presented in a research paper or dissertation to explain why you focused on the particular question. In this instance, you would link the rationale of your research project to the study aims and outcomes.

Basis for writing the research rationale

The study rationale is predominantly based on preliminary data . A literature review will help you identify gaps in the current knowledge base and also ensure that you avoid duplicating what has already been done. You can then formulate the justification for your study from the existing literature on the subject and the perceived outcomes of the proposed study.

Length of the research rationale

In a research proposal or research article, the rationale would not take up more than a few sentences . A thesis or dissertation would allow for a longer description, which could even run into a couple of paragraphs . The length might even depend on the field of study or nature of the experiment. For instance, a completely novel or unconventional approach might warrant a longer and more detailed justification.

Basic elements of the research rationale

Every research rationale should include some mention or discussion of the following: 

• An overview of your conclusions from your literature review
• Gaps in current knowledge
• Inconclusive or controversial findings from previous studies
• The need to build on previous research (e.g. unanswered questions, the need to update concepts in light of new findings and/or new technical advancements). 

Example of a research rationale

Note: This uses a fictional study.

Abc xyz is a newly identified microalgal species isolated from fish tanks. While Abc xyz algal blooms have been seen as a threat to pisciculture, some studies have hinted at their unusually high carotenoid content and unique carotenoid profile. Carotenoid profiling has been carried out only in a handful of microalgal species from this genus, and the search for microalgae rich in bioactive carotenoids has not yielded promising candidates so far. This in-depth examination of the carotenoid profile of Abc xyz will help identify and quantify novel and potentially useful carotenoids from an untapped aquaculture resource .

In conclusion

It is important to describe the rationale of your research in order to put the significance and novelty of your specific research project into perspective. Once you have successfully articulated the reason(s) for your research, you will have convinced readers of the importance of your work!

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How to Write a Rationale: A Guide for Research and Beyond

Ever found yourself scratching your head, wondering how to justify your choice of a research topic or project? You’re not alone! Writing a rationale, which essentially means explaining the ‘why’ behind your decisions, is crucial to any research process. It’s like the secret sauce that adds flavour to your research recipe. So, the only thing you need to know is how to write a rationale.

What is a Rationale?

A rationale in research is essentially the foundation of your study. It serves as the justification for undertaking a particular research project. At its core, the rationale explains why the research was conducted or needs to be conducted, thus addressing a specific knowledge gap or research question.

Here’s a breakdown of the key elements involved in crafting a rationale:

Linking Background to Research Question: 

The rationale should connect the background of the study to your specific research question. It involves presenting and discussing existing data on your topic, identifying gaps or issues in the current understanding, and explaining why addressing them is important​.

Objectives and Significance: 

Your rationale should clearly outline your research objectives – what you hope to discover or achieve through the study. It should also emphasize the subject’s significance in your field and explain why more or better research is needed​.

Methodological Approach: 

The rationale should briefly describe your proposed research method , whether qualitative (descriptive) or quantitative (experimental), and justify this choice​.

Justifying the Need for Research: 

The rationale isn’t just about what you’re doing and why it’s necessary. It can involve highlighting methodological, contextual, or conceptual limitations in previous studies and explaining how your research aims to overcome these limitations. Essentially, you’re making a case for why your research fills a crucial gap in existing knowledge​​.

Presenting Before and After Research: 

Interestingly, the rationale can be presented before and after the research. Before the research, it forms a central part of the research proposal, setting out the plan for the work. After the research, it’s presented in a research article or dissertation to explain the focus on a specific research question and link it to the study’s aims and outcomes​.

Elements to Include: 

A good rationale should include a summary of conclusions from your literature review, identify what is currently unknown, discuss inconclusive or contested results from previous studies, and emphasize the necessity to improve or build on previous research​.

Creating a rationale is a vital part of the research process, as it not only sets the stage for your study but also convinces readers of the value and necessity of your work.

How to Write a Rationale:

Writing a rationale for your research is crucial in conducting and presenting your study. It involves explaining why your research is necessary and important. Here’s a guide to help you craft a compelling rationale:

Identify the Problem or Knowledge Gap: 

Begin by clearly stating the issue or gap in knowledge that your research aims to address. Explain why this problem is important and merits investigation. It is the foundation of your rationale and sets the stage for the need for your research.​

Review the Literature: 

Conduct a thorough review of existing literature on your topic. It helps you understand what research has already been done and what gaps or open questions exist. Your rationale should build on this background by highlighting these gaps and emphasizing the importance of addressing them​​​​.

Define Your Research Questions/Hypotheses: 

Based on your understanding of the problem and literature review, clearly state the research questions or hypotheses that your study aims to explore. These should logically stem from the identified gaps or issues.

Explain Your Research Approach: 

Describe the methods you will use for your research, including data collection and analysis techniques. Justify why these methods are appropriate for addressing your research questions or hypotheses​​.

Discuss the Potential Impact of Your Research:  Explain the significance of your study. Consider both theoretical contributions and practical implications. For instance, how does your research advance existing knowledge? Does it have real-world applications? Is it relevant to a specific field or community?​

Consider Ethical Considerations: 

If your research involves human or animal subjects, discuss the ethical aspects and how you plan to conduct your study responsibly​.

Contextualise Your Study: 

Justify the relevance of your research by explaining how it fits into the broader context. Connect your study to current trends, societal needs, or academic discussions​​.

Support with Evidence: 

Provide evidence or examples that underscore the need for your research. It could include citing relevant studies, statistics, or scenarios that illustrate the problem or gap your research addresses​.

Methodological, Contextual, and Conceptual Limitations: 

Address any limitations of previous research and how your study aims to overcome them. It can include methodological flaws in previous studies, changes in external factors that make past research less relevant, or the need to study a phenomenon within a new conceptual framework​.

Placement in Your Paper: 

Typically, the rationale is written toward the end of the introduction section of your paper, providing a logical lead-in to your research questions and methodology​​.

By following these steps and considering your audience’s perspective, you can write a strong and compelling rationale that clearly communicates the significance and necessity of your research project.

Frequently Asked Questions:

What makes a good research rationale.

A good rationale clearly identifies a gap in existing knowledge, builds on previous research, and outlines why your study is necessary and significant.

How detailed should my literature review be in the rationale?

Your literature review should be comprehensive enough to highlight the gaps your research aims to fill, but it should not overshadow the rationale itself.

Conclusion: 

A well-crafted rationale is your ticket to making your research stand out. It’s about bridging gaps, challenging norms, and paving the way for new discoveries. So go ahead, make your rationale the cornerstone of your research narrative!

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• Researching

How to write a research rationale

When you are doing a research assessment piece in History, you’ll often be asked to write a rationale. This is particularly true for the source investigation assessment piece.

What is a ‘rationale’?

A rationale is a written explanation about your research task that helps your teacher understand the decisions you made before beginning your source research .

A research rationale is a statement that explains the reasons behind conducting a particular research study.

It outlines the background, context, and significance of the research and why it is important to answer the main inquiry question.

A rationale seeks to answer three questions:

• Why have you chosen this particular topic to research?
• What questions do you specifically want answered as a result of your research?
• How do you plan on finding the best sources during your research?

How to write a rationale

Based upon the three questions mentioned above, your rationale should have three distinct sections that answer each one.

Please note that you can answer all three in a single paragraph, but the examples below will show them as three separate paragraphs.

Part 1: Explain your topic choice

You should explain as clearly as possible why this particular subject interested you.

Don’t just say “it is interesting”: give specific reasons why.

The more precise you are, the better your mark will be. 

Useful sentence starters for explaining topic choice:

• I was curious to discover…
• I wanted to know…
• I was confused by…
• I always wanted to know…
• I have always been fascinated by…
• I am particularly interested in…
• I was surprised to learn that … and I wanted to know more

Example explanation of topic choice:

Imperial Japan’s decision to surrender at the end of World War II seemed like a historical anomaly based upon what we learned in class about the Japanese ideologies behind bushido and the samurai. I wanted to know to what degree the atomic bombs had an influence upon the ultimate decision to surrender. I specifically want to know what the Japanese primary sources said at the time of the events to see their perspective. In particular, want to know if Emperor Hirohito left any documents that explained his decisions.  

Part 2: Explain your research questions

You need to explain the steps that helped you to create your Key Inquiry Question and Sub-Questions .

Remember that these questions should constantly be refined to include specific historical terms and information that you found during your background research .

Explain to your teacher why you have included specific information in your research questions.

Useful sentence starters for explaining research questions:

• The three specific aspects that I wanted to focus upon are…
• I knew that I had to develop my understanding of…
• My background research focused upon…

Example explanation of research questions:

Since I wanted to focus my research on the Japanese primary sources, my Key Inquiry Question is primarily about the role that the atomic bombs had upon the emperor’s decision to surrender at the end of World War II. I guess that there may not be a lot of primary sources written by the emperor himself, so I have formed three separate questions to look at his decisions from different angles. My first question focuses on what Japanese primary sources said at the time, including the emperor. My second question looks at how contemporary Japanese historians interpret this event. Finally, my third question seeks to understand how western historians understand Hirohito’s motivations.

Part 3: Explain how you will find your sources

You need to explain what strategies you have to help you find great sources to answer your research questions.

In this section, you want to specifically name the databases, museums or other research resources you know you will utilise to find the best sources on your topic.

It may also be useful to specifically name important historians or primary sources that you know in advance that you’ll need to read closely to help answer your questions.

Useful sentence starters for explaining source research:

• I have chosen to use…
• One of the best sources I found was…
• The most important sources I have use are…
• To ensure I had a range of perspectives I…
• It was important to include as one of my sources…

Example explanation of source research: 

I knew that finding Japanese primary sources was going to be hard, as I fear that many of them have not been translated into English. As a result, I am going to start my research by looking at what western historians say by gathering some academic articles from the JSTOR database. I hope that these historians will reference some translated Japanese primary sources and that will lead me to some great resources. After that, I know that the Tokyo Museum website has some primary source documents that may be of use to me, so look through their resources. Finally, during my background research, I stumbled across the prominent Japanese historian, Suzuki, who focuses a lot on this period, so I want to find out what his opinion is of these events. I believe that these resources should give me ample information to help answer my research questions.

Word limit advice

Answering all of these sections in a limited word count can be a challenge.

Therefore, don’t waste space on things that don’t matter, such as simply describing a historical event or person, or talking about simplistic decision-making choices (such as “I just really like wars”).

The rationale’s purpose is to explain your decision-making process. Therefore, if what you’re saying is not relevant, don’t waste space talking about it.

Example rationale

After learning about Ned Kelly in class, I was fascinated to discover that historians disagree about his motivations. What I wanted to learn about is the role that racist attitudes towards the Irish in colonial Australia had upon his life. I don’t know much about the social division between the English and Irish in Australian history, so I want to see how people who lived during these events described Ned Kelly, in order to see if racism was an important factor.

As a result, I have written my Key Inquiry Question to focus on the representation of Ned Kelly in the popular media. To help answer this, I have written my sub-questions to focus on different media types: my first question asks about how the newspapers reported on Kelly; my second is about how he is mentioned in religious sermons of the day; and my third question focuses on his representation in public posters, such as the ‘wanted’ signs for his arrest.

Since my questions are focused heavily on the primary sources, I know that I will have to start my source research on the Trove newspaper database website. This will allow me to quickly find newspaper reports about the main events in Kelly’s life. Secondly, I know that I will have trouble finding church sermons and public posters, so I will have to look for museum websites that may have these resources already, such as the Museum of Victoria and the State Library of New South Wales. I know that they often have educational resources for teachers that include primary sources. Finally, I know from my background research that Manning Clark has done a lot of research on Kelly’s life, so I hope he will mention important primary sources that can help me out, including the Jerilderie Letter.

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Rationale for the Study

It is important for you to be able to explain the importance of the research you are conducting by providing valid arguments. Rationale for the study, also referred to as justification for the study, is reason why you have conducted your study in the first place. This part in your paper needs to explain uniqueness and importance of your research. Rationale for the study needs to be specific and ideally, it should relate to the following points:

1. The research needs to contribute to the elimination of a gap in the literature. Elimination of gap in the present literature is one of the compulsory requirements for your study. In other words, you don’t need to ‘re-invent the wheel’ and your research aims and objectives need to focus on new topics. For example, you can choose to conduct an empirical study to assess the implications of COVID-19 pandemic on the numbers of tourists visitors in your city. This might be previously undressed topic, taking into account that COVID-19 pandemic is a relatively recent phenomenon.

Alternatively, if you cannot find a new topic to research, you can attempt to offer fresh perspectives on existing management, business or economic issues. For example, while thousands of studies have been previously conducted to study various aspects of leadership, this topic as far from being exhausted as a research area. Specifically, new studies can be conducted in the area of leadership to analyze the impacts of new communication mediums such as TikTok, and other social networking sites on leadership practices.

You can also discuss the shortcomings of previous works devoted to your research area. Shortcomings in previous studies can be divided into three groups:

a) Methodological limitations . Methodology employed in previous study may be flawed in terms of research design, research approach or sampling.

b) Contextual limitations . Relevance of previous works may be non-existent for the present because external factors have changed.

c) Conceptual limitations . Previous studies may be unjustifiably bound up to a particular model or an ideology.

While discussing the shortcomings of previous studies you should explain how you are going to correct them. This principle is true to almost all areas in business studies i.e. gaps or shortcomings in the literature can be found in relation to almost all areas of business and economics.

2. The research can be conducted to solve a specific problem. It helps if you can explain why you are the right person and in the right position to solve the problem. You have to explain the essence of the problem in a detailed manner and highlight practical benefits associated with the solution of the problem. Suppose, your dissertation topic is “a study into advantages and disadvantages of various entry strategies into Chinese market”. In this case, you can say that practical implications of your research relates to assisting businesses aiming to enter Chinese market to do more informed decision making.

Alternatively, if your research is devoted to the analysis of impacts of CSR programs and initiatives on brand image, practical contributions of your study would relate to contributing to the level of effectiveness of CSR programs of businesses.

Additional examples of studies that can assist to address specific practical problems may include the following:

• A study into the reasons of high employee turnover at Hanson Brick
• A critical analysis of employee motivation problems at Esporta, Finchley Road, London
• A research into effective succession planning at Microsoft
• A study into major differences between private and public primary education in the USA and implications of these differences on the quality of education

However, it is important to note that it is not an obligatory for a dissertation   to be associated with the solution of a specific problem. Dissertations can be purely theory-based as well. Examples of such studies include the following:

• Born or bred: revising The Great Man theory of leadership in the 21 st century
• A critical analysis of the relevance of McClelland’s Achievement theory to the US information technology industry
• Neoliberalism as a major reason behind the emergence of the global financial and economic crisis of 2007-2009
• Analysis of Lewin’s Model of Change and its relevance to pharmaceutical sector of France

3. Your study has to contribute to the level of professional development of the researcher . That is you. You have to explain in a detailed manner in what ways your research contributes to the achievement of your long-term career aspirations.

For example, you have selected a research topic of “ A critical analysis of the relevance of McClelland’s Achievement theory in the US information technology industry ”.  You may state that you associate your career aspirations with becoming an IT executive in the US, and accordingly, in-depth knowledge of employee motivation in this industry is going to contribute your chances of success in your chosen career path.

Therefore, you are in a better position if you have already identified your career objectives, so that during the research process you can get detailed knowledge about various aspects of your chosen industry.

My e-book, The Ultimate Guide to Writing a Dissertation in Business Studies: a step by step assistance offers practical assistance to complete a dissertation with minimum or no stress. The e-book covers all stages of writing a dissertation starting from the selection to the research area to submitting the completed version of the work within the deadline.

John Dudovskiy

How To Make Rationale in Research: A Thorough Overview

Struggling to make the right rationale for your research? Learn how to make rationale in research to create the perfect plan for success.

Any academic or scientific discipline relies heavily on research. However, in order to do research properly, it is necessary to comprehend the rationale behind it. A research rationale is a succinct explanation of why a certain research project is required, describing the justifications for the study as well as the advantages it is expected to provide. 

Writing a persuasive rationale is critical for obtaining approval for your research project and communicating the importance of your research. However, developing a convincing one can be difficult, especially for people new to research or unfamiliar with academic expectations. 

After reading this thorough overview on “how to make rationale in research”, you will be better equipped to justify your research and communicate its significance to your academic community. Whether you are a student or a seasoned researcher, this article will provide valuable insights and strategies for creating a powerful research rationale.

What is a Rationale in Research?

A research rationale provides an organized strategy for the whole research and acts as the cornerstone of the research project. It contributes to the research’s rationale by stating why the study is significant, what its aims are, and what the expected findings are. In essence, it is a compelling argument for why the study should be carried out.

A well-written research rationale should be concise, precise, and persuasive. It should clarify the problem or issue that the study attempts to solve, the knowledge or understanding gap that the study seeks to fill, and the possible advantages that it may provide. Furthermore, the reasoning should demonstrate that the research is possible, ethical, and pertinent to the subject of study.

A research project that lacks a strong rationale may lack direction and may fail to address the stated problem or issue. It can also make obtaining financing or permission from institutional review boards (IRBs) or other governing bodies difficult. As a result, devoting effort to developing a compelling research rationale is critical to the success of any research.

Why is a Research Rationale Important? 

For many reasons, a research rationale is crucial. For starters, it helps to explain the necessity for the research project by demonstrating why the study is required and what gaps in knowledge or understanding it attempts to fill. 

Second, it includes a clear and succinct problem statement that outlines the precise research questions or objectives that the study intends to answer. 

Finally, it aids in demonstrating the research’s potential influence by demonstrating how it may lead to the creation of new knowledge, practices, or policies.

To achieve this, you should focus on communicating the potential benefits of your project, while also acknowledging its limitations. This requires a thorough understanding of the research problem and a critical evaluation of the proposed methods and approaches.

It is also important to include sufficient detail about the methods you plan to use, any ethical considerations to consider, and how you will evaluate your results. This helps to demonstrate that you have a well-developed and thoughtful research plan, which is essential for securing funding or gaining approval from academic institutions.

Consider an example of a research project to demonstrate this. Assume you want to investigate the effectiveness of a new teaching style in enhancing student learning results. A compelling rationale for this study might include:

• Demonstrating the need for the study: You may explain that there is a rising concern in the educational environment about low student performance and that standard teaching approaches may not be helpful for all students. 
• Providing a clear problem statement: For example, you might say that the study will look into whether the new teaching approach is effective at enhancing student learning outcomes and what factors may impact its effectiveness.
• Highlighting the research’s potential impact: You might argue that if the study shows that if the new teaching approach is effective, it will be adopted in other schools, increasing student learning results.

The research rationale in this example gives a clear and compelling explanation for the necessity to perform the study, emphasizing its relevance, problem statement, and possible impact.

A Model: Problem-Solution-Rationale

The Problem-Solution-Rationale model is a helpful framework for developing a strong research rationale, it can assist you in organizing your rationale and ensuring that it clearly conveys all information required for an effective research rationale. This model consists of three major components: identifying the problem, proposing a solution, and explaining the rationale for why the proposed solution is necessary.

Identifying the Problem

The first stage in this model is to identify the problem that the study will attempt to solve. This could entail assessing existing research on the topic, finding gaps in knowledge or understanding, or emphasizing new difficulties or issues that have occurred. A clear problem statement serves as the research’s foundation, outlining the specific research questions or objectives that the study seeks to address.

Proposing a Solution

The model’s second stage is to suggest a solution to the identified problem. This might include creating a new theoretical framework, putting a new hypothesis to the test, or suggesting a new intervention or practice. The proposed solution should be based on a thorough review of the literature and a clear understanding of the research problem.

Providing a Rationale

The model’s final stage is to present a rationale for why the suggested solution is required. This might include emphasizing the possible advantages of the suggested solution, explaining how it builds on past research, or demonstrating how it fills a knowledge or understanding gap.

Language to Signal Rationale

Effective communication is crucial when it comes to justifying the significance of your research. One of the ways you can achieve this is by using specific language that signals the rationale to your intended audience. By doing so, you can clearly convey the reasons for your study and its potential benefits to your audience. Here are a couple of such examples:

• “The goal of this research is to fill a knowledge gap on…”
• “We selected this methodology because it allows us to address the research question more effectively.”
• “Our approach is informed by the need to address the practical challenges of…”
• “This research is significant because it contributes to our understanding of…”

Using statements like these can assist to convey the rationale to your audience and stress the significance of your research.

Language for Further Justification – Showing Importance

Once you’ve indicated the rationale for your research, it’s critical to give further justification that emphasizes the relevance of your study. Here are some sentences that might be used to emphasize the significance of your research:

• “By addressing this gap in knowledge, we can gain a better understanding of…”
• “This study is significant because it contributes to the development of…”
• “The implications of this research are far-reaching, and it can inform…”
• “By examining this issue, we can shed light on the broader implications of…”

How to Make Rationale In Research

Writing a compelling rationale for a research proposal is critical to obtaining funds and support for the research you are conducting. In this section, you will learn how to make rationale in research by implementing the four crucial aspects of a rationale: background on all previous research on the issue, the study’s open questions, identification of gaps in the literature, and the importance of filling these gaps.

Background on All Previous Research:

You must clarify the existing level of knowledge of the topic to offer a clear grasp of your research proposal. This entails analyzing all past research on the subject and determining what has been done previously. It is critical to present a thorough summary of existing research, including major results, hypotheses, and methodology. This can assist in demonstrating that you have a deep awareness of the field’s present state of knowledge and how your planned study might contribute to it.

The Study’s Open Questions

The next stage is to identify the study’s open questions. This entails investigating areas where existing knowledge falls short and comprehension gaps exist. You may highlight the need for more research and explain how your research will address these gaps by identifying unanswered questions.

Literature Gaps

Once you’ve discovered the open questions, describe how your research will solve them. This requires recognizing gaps in the current literature and describing how your research will address these gaps. Make it a point to explain how the proposed research differs from prior studies and how it will add to existing knowledge in the subject.

The Importance of Filling These Gaps:

Finally, it is critical to demonstrate the importance of filling these gaps in the current literature. This includes showing the possible advantages of the research and outlining how it will help the field if it can result in new ideas or new approaches, or the impact it will have on real society implications. 

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• Academic Skills
• Reading, writing and referencing
• Writing effectively

Writing a rationale

How to write a rationale.

What is a rationale?

A rationale is when you are asked to give the reasoning or justification for an action or a choice you make.

There is a focus on the ‘ why ’ in a rationale: why you chose to do something, study or focus on something. It is a set of statements of purpose and significance and often addresses a gap or a need.

A rationale in Australian academic writing is rarely a whole task by itself.  It is often a part of a bigger task. For example, a part of a lesson plan might be to provide a rationale for why you chose to teach particular content or use a certain resource or activity, or you may be asked to provide a rationale as to why you chose a particular theory to apply or a concept to support.

You may be called upon to provide a rationale:

prior to an action or decision; why you plan to do something and how, or

• after you have acted or decided something; reflecting, looking back, why you did something and how it worked or not.

You can use language to signal you are clearly providing a rationale in your writing. You can link your rationale to learning outcomes or aims for a lesson, activity or assessment task.

A model: problem-solution-rationale

A rationale can be provided by offering longer essay-based support for why it is important to do something in a certain way – in that sense, a whole paper can be a rationale.

However, a more specific or focused way of thinking about a rationale is how we can overtly show we are justifying our choices with the language we use.

One way of doing this is to consider the problem or issue requiring attention, the solution and then the rationale or justification for the solution (the ‘why’). This sets the rationale (the reason) within a context.

A diagnostic assessment determined that the students required more attention to addition and subtraction of mixed fractions. This activity intends to address this problem by having the children engage with the task with blocks before it is done with figures. The reason I chose to do this is because students have higher comprehension levels when presented with visual or tangible representations of abstract problems (Benson, 2016). I also did this as I wanted to allow the children to ‘play’ with maths, to see that it can be a fun activity and in doing so, to breakdown some of the ‘anti-mathematics prejudices’ that Gaines (2017, p. 4) talks about.

The important thing here is the language used to signal the rationale , in this case:

The reason I chose to do this is because … and I also did this as …

Another problem / solution / rationale example:

Scaffolding is the support provided by the teacher or a significant other, such as a classmate, which helps students in learning (Gibbons, 2015). Some students were having difficulty with the language at entry while others, particularly those who had completed the pre-tasks, had few problems. Therefore, in order to address this disparity in level and understanding, mixed-ability pairs were created where the more competent student helped the other. On reflection, this was an effective way to run the activity for two reasons : it allowed peer-to-peer teaching which solidified both students’ understanding; and it scaffolded the support in a way that allowed me to roam the room lending advice to pairs as needed.

The language used to signal our rationale in this example:

in order to and for two reasons …

Language to signal rationale

in order to

the reason this was done/chosen …

for the following reason(s) …

for two/three reasons …

Language for further justification - showing importance

This was important / significant because …

This meant that I could…

This enabled me to …

… which enabled / allowed me to…

… which pointed to / highlighted that / showed me that …

The key thing to remember about rationale writing is to stand back from the writing, look at it in a big picture sense and ask yourself, ‘ Have I explained why? ’ If that is clearly articulated, you have provided a rationale.

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How to Write a Successful Research Grant Application pp 137–145 Cite as

Developing a Theoretical Framework and Rationale for a Research Proposal

• Gregory M. Herek 4  
• First Online: 01 January 2010

7290 Accesses

4 Altmetric

It is useful to recall that our work as scientists will be at its best when it simultaneously tackles real-world problems and enriches our understanding of basic biological, psychological, or social processes. A good theory can help us do both. All empirical research is based on assumptions. Even purely “descriptive” or “exploratory” studies necessarily involve choices about the phenomena and variables to observe and the level of detail at which to observe them. Researchers planning an empirical study confront the challenges of making these assumptions explicit, examining them critically, and designing the investigation to yield data that permit those assumptions to be evaluated and modified appropriately. This is the process of theory construction. Unfortunately, although all research is based on theory, many grant proposals lack a well-developed theoretical rationale. The theoretical framework often remains implicit in the proposal without being formally articulated. Consequently, even though the application may be based on a good idea, it is conceptually weak and receives a poor priority/impact score. This chapter will give you a useful strategy for developing a clearly articulated theoretical framework for your research project and using it to write your entire research plan.

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Preparation of this chapter was originally supported in part by a grant to the first author from the National Institute of Mental Health (K02 MH01455). The author gratefully acknowledges the assistance of Dr. William Woods, who gave insightful comments on an earlier draft.

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Herek, G.M. (2010). Developing a Theoretical Framework and Rationale for a Research Proposal. In: Pequegnat, W., Stover, E., Boyce, C. (eds) How to Write a Successful Research Grant Application. Springer, Boston, MA. https://doi.org/10.1007/978-1-4419-1454-5_12

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• Before you start

Rationale and potential impact of your research

Before you start - Rationale and potential impact of your research

Perhaps the most important consideration prior to embarking on a piece of research is of what the overall rationale for – and purpose of – it will be. Given the time, resources and practical considerations involved in planning and carrying out research, the justification for these efforts needs to be made explicit from the outset: as does the anticipated impact or benefits that the research will ultimately bring.  

Key things to think about

Issues that should be addressed in outlining the overall aims and rationale for your research include:

• the problem, need or issue that has given rise to the research idea
• how the existing literature (or lack thereof) has highlighted the need for it
• who wants the research - and why
• what the general purposes and priorities of the research are
• who are the potential beneficiaries of and audiences for the research
• the intended outcomes of the research, its deliverables and what it will 'do'

Further reading

Cohen, L., Manion, L. & Morrison, K. (2018), Chapter 9 – “Choosing a research project” in Cohen, L., Manion, L. & Morrison, K. (eds), Research Methods in Education (Abingdon, Routledge, 8th edn, pp. 153-164

How to write the rationale for research?

How to evaluate bias in meta-analysis within meta-epidemiological studies?

How to handle discrepancies while you collect data for systemic review

The research’s rationale describes why the study was undertaken (in a thesis or article) or why the study should be accompanied (in a proposal). This implies that the research justification should explain why the study is/was necessary to the reader or examiner. It is sometimes known as a study’s “purpose” or “justification.” While this is not difficult to understand in and of itself, you may be questioning how the study’s reasoning differs from your research question or the explanation of the problem of your study and how it turns into the remainder of your thesis or research paper.

Introduction

The rationale of your research is the objective of the study. The reason should explain why the research was started in the first place. It’s an essential part of your work since it demonstrates the significance and uniqueness of your research. As a result, it’s often referred to as the study’s reason. Your analysis would be arranged in an ideal world: observation, justification, hypothesis, objectives, methodology, findings, and conclusions. To begin writing your rationale, offer background information on all the research on your study topic. Then consider, “What is missing?” or “What are the research’s unanswered questions?” Identify the gaps in the literature and explain why they must be filled. Finally, it resolves to serve as the foundation for your investigation.

A study’s reason might be provided before and after the investigation.

• Before : The reason is essential to your research proposal since it represents the work plan you developed before carrying out your investigation.
• After : When the investigation is over, the justification is given in a literature research paper or thesis to explain why you choose to focus on the specific subject. In this case, you would connect your research project’s logic to the study’s goals and outcomes.

The rationale for the study

Consider a research rationale, a set of arguments explaining why a study is required and significant in light of its context. It is also the study’s reason, rationale, or thesis statement. Essentially, you want to persuade your reader that you are not repeating what others have already stated and that your perspective did not emerge from thin air. You’ve researched and found a knowledge gap that this justification now fills.

Basic elements of the research rationale

Typically, a clinical research justification is provided near the conclusion of the introduction. This area is prominent in high-impact-factor international publications such as Nature and Science. There is usually a line after the introduction that begins with “here we show” or “in this paper, we demonstrate.” This paragraph is part of a logical sequence of information, which is often (but not always) presented in the following order:

• Research background : What brings you here? Present (and cite) previous research and data on the subject.
• A gap in the literature : Which gaps haven’t been addressed based on the background evidence presented? Or, what is the problem that needs to be solved/process that needs to be improved?
• Research rationale : Why is it critical to fill these gaps or to solve/improve this problem/process?
• Research objectives and methodology : What will you investigate (your research question/goal)? How are you going to approach it (methods)?

Hope to accomplish

Describe the issue that your research will address: The problem your study will address, also known as your research subject, informs the reader about the scope of your investigation. Your research topic should be as detailed as possible, especially in a professional environment. In addition, specific research topics are more likely to lead to financing opportunities for your project.

Discourse the methodology for your study:  Explain to your audience how you intend to conduct your clinical research and offer a broad timeline for each stage. Include details about how you plan to contact research participants if your study spans several months or years.

Predict the results of your study:  A hypothesis isn’t always necessary, but it might assist in supporting your case. If you can make a more than speculative forecast, include it in your rationale. To represent your research topic, make your hypothesis as detailed as possible.

Clarify what you hope your study will accomplish:  Your clinical research should uncover something fresh that has not before been explored in your sector. Finding something that no one else has discovered isn’t enough. You must also explain that your findings will significantly advance your field or that they will clear up a past misunderstanding.

In a journal-accepted research manuscript, your justification should be no more than a few words long (no longer than one brief paragraph). A longer description is generally allowed in a manuscript or thesis; depending on the length and type of your material, this might be up to several paragraphs lengthy. A wholly new or unique technique may require a more prolonged and extensive justification than one that deviates somewhat from well-established procedures and approaches.

It is critical to discuss the reason for your study to understand the relevance and uniqueness of your research effort. You will have persuaded readers of the significance of your work once you have adequately expressed the reason(s) for your study. Defining the justification research is a critical component of the research process and academic writing in any reasoning research endeavour . This is what you use in your research paper for the first time to explain the research problem inside your dissertation subject. This will give you the research reason you require to define your research topic and potential outcomes.

About Pubrica

Pubrica’s research team generates scientific and medical research articles that practitioners and authors may use as a resource. Pubrica medical writers help you create and modify the introduction by advising the reader of any defects or holes in the chosen research subject. Our experts are familiar with the structure that begins with a broad topic and then continues to a problem and background before going on to a targeted issue to provide the hypothesis.

• Huggett, Kathryn N., and William B. Jeffries. “Overview of active learning research and rationale for active learning.”  How-to Guide for Active Learning . Springer, Cham, 2021. 1-7.
• Bandrowski, Anita, et al. “Sparc data structure: Rationale and design of a fair standard for biomedical research data.”  bioRxiv  (2021).
• Andriotis, Konstantinos. “RATIONALE FOR LAUNCHING A NEW JOURNAL.”  Journal of Qualitative Research  1.1 (2020): 1-6.
• Russell, David R. “Retreading, Non-ing, and a TPC Rationale for Sub-disciplining in Writing Studies.”  College English  82.5 (2020): 472-483.

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Q: Can you give an example of the "rationale of a study"?

Asked on 03 Jul, 2019

The rationale of your research offers the reason for addressing a particular problem with a spscific solution. Your research proposal needs to explain the reasons why you are conducting the study: this forms the rationale for your research, also referred to as the justification of the study. The rationale should explain what you hope to find out, what is the significance of the subject in your field, what are the gaps in existing literature that necessitated further research, and what research method you plan to use.

Let us understand this with the help of an example from a study titled “ Patient perception of pain care in hospitals in the United States . ”

The authors have written the rationale of the study as follows:

" To the best of our knowledge, no analysis of the HCAHPS data has been published regarding hospital performance on pain care. Publicly evaluating data on clinical performance has catalyzed improvements in optimizing patient care in hospitals.7 Evaluating this data specifically focusing on the level of patient satisfaction with pain control will provide valuable insight into how specialists in pain medicine may be able to improve pain assessment and treatment. "

Related reading:

• How to write the rationale for research?
• How to write the rationale of a study?
• How is research justification written?

Answered by Editage Insights on 17 Jul, 2019

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How to Write a Study Rationale

Last Updated: May 19, 2023 Fact Checked

This article was co-authored by Jake Adams and by wikiHow staff writer, Jennifer Mueller, JD . Jake Adams is an academic tutor and the owner of Simplifi EDU, a Santa Monica, California based online tutoring business offering learning resources and online tutors for academic subjects K-College, SAT & ACT prep, and college admissions applications. With over 14 years of professional tutoring experience, Jake is dedicated to providing his clients the very best online tutoring experience and access to a network of excellent undergraduate and graduate-level tutors from top colleges all over the nation. Jake holds a BS in International Business and Marketing from Pepperdine University. This article has been fact-checked, ensuring the accuracy of any cited facts and confirming the authority of its sources. This article has been viewed 54,977 times.

A study rationale explains the reason for a study and the importance of its findings for a particular field. Commonly, you'll need to write a study rationale as part of a university course of study, although you may also need to write one as a professional researcher to apply for funding or other support. As a student, your study rationale also justifies how it fulfills the requirements for your degree program or course of study. Do research before you write your study rationale so that you can discuss the previous work your study builds on and explain its significance to your field. Thorough research is also important in the professional context because your rationale will likely become part of the contract if funding or support is approved. [1] X Research source

Describing What You Hope to Accomplish

• For example, suppose you want to study how working the night shift affects the academic performance of college students who are taking classes during the day. A narrow question would measure a specific impact based on a specific amount of hours worked.

• Justify the methodology you're using. If there's another methodology that might accomplish the same result, describe it and explain why your methodology is superior — perhaps because it's more efficient, takes less time, or uses fewer resources. For example, you might get more information out of personal interviews, but creating an online questionnaire is more cost-effective.
• Particularly if you're seeking funding or support, this section of your rationale will also include details about the cost of your study and the facilities or resources you'll need. [3] X Research source

Tip: A methodology that is more complex, difficult, or expensive requires more justification than one that is straightforward and simple.

• For example, if you're studying the effect of working the night shift on academic performance, you might hypothesize that working 4 or more nights a week lowers students' grade point averages by more than 1 point.

• Use action words, such as "quantify" or "establish," when writing your goals. For example, you might write that one goal of your study is to "quantify the degree to which working at night inhibits the academic performance of college students."
• If you are a professional researcher, your objectives may need to be more specific and concrete. The organization you submit your rationale to will have details about the requirements to apply for funding and other support. [5] X Research source

Explaining Your Study's Significance

• Going into extensive detail usually isn't necessary. Instead, highlight the findings of the most significant work in the field that addressed a similar question.
• Provide references so that your readers can examine the previous studies for themselves and compare them to your proposed study.

• Methodological limitations: Previous studies failed to measure the variables appropriately or used a research design that had problems or biases
• Contextual limitations: Previous studies aren't relevant because circumstances have changed regarding the variables measured
• Conceptual limitations: Previous studies are too tied up in a specific ideology or framework

• For example, if a previous study had been conducted to support a university's policy that full-time students were not permitted to work, you might argue that it was too tied up in that specific ideology and that this biased the results. You could then point out that your study is not intended to advance any particular policy.

Tip: If you have to defend or present your rationale to an advisor or team, try to anticipate the questions they might ask you and include the answers to as many of those questions as possible.

Including Academic Proposal Information

• As a student, you might emphasize your major and specific classes you've taken that give you particular knowledge about the subject of your study. If you've served as a research assistant on a study with a similar methodology or covering a similar research question, you might mention that as well.
• If you're a professional researcher, focus on the experience you have in a particular field as well as the studies you've done in the past. If you have done studies with a similar methodology that were important in your field, you might mention those as well.

Tip: If you don't have any particular credentials or experience that are relevant to your study, tell the readers of your rationale what drew you to this particular topic and how you became interested in it.

• For example, if you are planning to conduct the study as fulfillment of the research requirement for your degree program, you might discuss any specific guidelines for that research requirement and list how your study meets those criteria.

• In most programs, there will be specific wording for you to include in your rationale if you're submitting it for a certain number of credits. Your instructor or advisor can help make sure you've worded this appropriately.

Study Rationale Outline and Example

Expert Q&A

• This article presents an overview of how to write a study rationale. Check with your instructor or advisor for any specific requirements that apply to your particular project. Thanks Helpful 0 Not Helpful 0

You Might Also Like

• ↑ https://research.com/research/how-to-write-research-methodology
• ↑ https://ris.leeds.ac.uk/applying-for-funding/developing-your-proposal/resources-and-tips/key-questions-for-researchers/
• ↑ https://www.cwauthors.com/article/how-to-write-the-rationale-for-your-research
• ↑ http://www.writingcentre.uct.ac.za/sites/default/files/image_tool/images/167/Rationale.pdf
• ↑ https://www.niaid.nih.gov/grants-contracts/write-research-plan
• ↑ https://www.esc.edu/degree-planning-academic-review/degree-program/student-degree-planning-guide/rationale-essay-writing/writing-tips/

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Key facts about Title 42, the pandemic policy that has reshaped immigration enforcement at U.S.-Mexico border

The Biden administration is seeking to end the use of Title 42 , a pandemic-era policy that has led the Border Patrol to turn away hundreds of thousands of migrants attempting to enter the United States at the U.S.-Mexico border over the past two years. The administration’s move to end the Title 42 policy has been cheered in some corners and criticized in others , and opponents of the decision are challenging it in court and in Congress .

As the debate over the use of Title 42 unfolds, here are answers to key questions about the policy, based primarily on information from the Centers for Disease Control and Prevention (CDC) and Customs and Border Protection (CBP), the agency that oversees the Border Patrol.

This Pew Research Center analysis examines the immigration policy known as Title 42, which the Biden administration is seeking to end by May 23, 2022. The analysis is based primarily on information from the Centers for Disease Control and Prevention (CDC) and Customs and Border Protection (CBP), the agency that oversees the Border Patrol.

The Border Patrol provides statistics on migrant “encounters” at the U.S.-Mexico border. Encounters refer to two distinct kinds of events: expulsions under Title 42, in which migrants are immediately expelled to their home country or last country of transit, and apprehensions under Title 8, in which migrants are detained in the United States, at least temporarily.

It is important to note that encounters refer to events, not people, and that some migrants are encountered more than once. In fact, repeat border crossers have accounted for around a quarter of total encounters at U.S. borders in recent years. As a result, the number of encounters overstates the number of distinct individuals involved.

This analysis only includes encounters reported by the U.S. Border Patrol at the U.S.-Mexico border. It excludes encounters reported by the Office of Field Operations and those at the U.S.-Canada border.

What is Title 42?

Title 42 refers to a rarely used section of the U.S. Code that dates to 1944. The law empowers federal health authorities to prohibit migrants from entering the country if it is determined that doing so could prevent the spread of contagious diseases.

The CDC invoked Title 42 at the beginning of the U.S. coronavirus outbreak in March 2020, giving Border Patrol agents the authority to swiftly expel migrants trying to enter the U.S. instead of allowing them to seek asylum within the country, as had long been the policy before the pandemic. Migrants expelled from the U.S. under Title 42 are returned to their home country or most recent transit country.

Part of the rationale for invoking Title 42 was to avoid holding migrants in crowded U.S. immigration facilities as the highly transmissible coronavirus was spreading. But some advocates, elected officials and others have criticized the policy as more of an effort to restrict immigration to the U.S. than a public health strategy.

Why is the Biden administration seeking to end the use of Title 42?

In announcing its decision to end the policy after more than two years, the CDC cited “current public health conditions and an increased availability of tools to fight COVID-19,” including vaccines that can be distributed to migrants who are arriving at the border.

The Biden administration had initially planned for the policy to end on May 23, but a federal judge and members of Congress are considering putting that plan on hold amid concerns that the decision could lead to a surge in migration in the weeks and months ahead.

The CDC already ended the use of Title 42 for one group of migrants – unaccompanied minors – in March. It is currently seeking to end the policy for two other groups of migrants: single adults and people traveling in families.

What is the alternative to Title 42?

Before the CDC invoked Title 42, the Border Patrol handled migrants under a separate section of the U.S. Code known as Title 8, which deals with border enforcement.

Under Title 8, migrants typically can seek asylum in the U.S., citing a credible fear of persecution or other threats in their home country. The Biden administration has said that it would return to Title 8 enforcement practices after the Title 42 policy ends. ( This infographic from the Congressional Research Service shows how immigration enforcement practices work under both Title 8 and Title 42. The Border Patrol has relied on both approaches during the pandemic.)

A return to pre-pandemic enforcement practices does not necessarily mean that migrants would be allowed to enter and remain in the country. Many of them would need to wait in Mexico until their asylum claims can be decided – the result of a Trump administration policy that the Biden administration has kept in place under court order .

Migrants who cannot establish a legal claim to remain in the country would face removal from the U.S. and potentially other penalties. For example, those who are repeatedly caught attempting to enter the U.S. without authorization could be prosecuted criminally, as they frequently have been in the past .

How has immigration enforcement at the U.S.-Mexico border changed in the era of Title 42?

The Border Patrol tracks migration patterns at the southwestern border through a metric known as “encounters.” The term refers to two distinct kinds of events: expulsions, in which migrants are immediately removed from the U.S. under Title 42, and apprehensions, in which migrants are detained in the U.S., at least temporarily, under Title 8.

The Border Patrol has retained some discretion over whether to process migrants under Title 42 or Title 8, but most encounters during COVID-19 have ended in expulsion under Title 42.

Overall, there were nearly 2.9 million encounters with migrants along the U.S.-Mexico border between April 2020, the first full month after Title 42 went into effect, and March 2022, the most recent month with available data. Nearly 1.8 million of those encounters, or 61%, resulted in migrants being expelled under Title 42. The roughly 1.1 million remaining encounters ended in migrants being apprehended under Title 8.

It’s important to note that while the number of migrant encounters has risen sharply during the pandemic , the number of individuals encountered is considerably lower. That’s because around a quarter of migrant encounters at U.S. borders during the pandemic have involved repeat crossers . By contrast, in the fiscal year immediately preceding the pandemic, only 7% of migrant encounters involved repeat crossers. Title 42 may have contributed to the increase in repeat border crossers during COVID-19 since those who are expelled from the U.S. under the policy can try to enter the U.S. again without being subject to certain penalties they might otherwise face under Title 8.

Who has been expelled from the country under Title 42?

Almost nine-in-ten of the nearly 1.8 million expulsions that have taken place under Title 42 since April 2020 have involved single adults, while the remainder have involved people traveling in families (11%) or unaccompanied minors (1%).

Mexico is by far the most common origin nation of those who have been expelled under Title 42. Six-in-ten of those who have been expelled under Title 42 have been from Mexico, while 15% have been from Guatemala, 14% have been from Honduras, 5% have been from El Salvador and 6% have been from other countries.

How did the use of Title 42 change from the Trump administration to the Biden administration?

Both administrations leaned heavily on Title 42 in their immigration enforcement practices at the U.S.-Mexico border during the pandemic. But the Trump administration did so more than the Biden administration, at least when looking at the percentage of all encounters that ended in expulsion from the country under Title 42.

Under the Trump administration, 80% or more of monthly migrant encounters at the U.S.-Mexico border resulted in expulsion from the U.S. under Title 42. That percentage declined under Biden, who had pledged during his campaign for the White House to reverse some of Trump’s immigration policies . Even during the Biden administration, however, Title 42 expulsions have remained common: In March 2022, 51% of all migrant encounters at the southwestern border ended in expulsion under Title 42.

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John Gramlich is an associate director at Pew Research Center

Latinos’ Views on the Migrant Situation at the U.S.-Mexico Border

U.s. christians more likely than ‘nones’ to say situation at the border is a crisis, how americans view the situation at the u.s.-mexico border, its causes and consequences, migrant encounters at the u.s.-mexico border hit a record high at the end of 2023, americans remain critical of government’s handling of situation at u.s.-mexico border, most popular.

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April 24, 2024

Dear Colleagues:

This Dear Colleague Letter (DCL) invites submission of proposals to the U.S. National Science Foundation's (NSF) Industry-University Cooperative Research Center (IUCRC) program to provide use-inspired research analysis and thought leadership on issues affecting the insurance sector's modeling and underwriting of terrorism and catastrophic cyber risks. The goal of this DCL is to stimulate research in areas that support the effective provision of insurance against terrorism and catastrophic cyber risks. Such research will, in turn, develop best practices and tools; assess policy reforms or solutions that could provide insurers, governments, and other stakeholders with new data; and develop improved modeling and underwriting tools, methodologies, and practices. The DCL is jointly sponsored by the U.S. Department of Treasury Federal Insurance Office (FIO) and the NSF's Directorates for Technology, Innovation and Partnerships (TIP), Computer and Information Science and Engineering (CISE), and Social, Behavioral and Economic Sciences (SBE).

In this partnership, NSF and FIO support their respective missions. NSF has a mission to promote the progress of science; advance the national health, prosperity, and welfare; and secure the national defense. FIO has the authority to monitor all aspects of the insurance sector and administers the Terrorism Risk Insurance Program which provides a system of shared public and private compensation for insured losses resulting from acts of terrorism and ensures continued widespread availability and affordability of terrorism risk insurance. Further, as directed by the 2023 National Cybersecurity Strategy Implementation Plan and at the recommendation of the Government Accountability Office, FIO assesses the need for and possible structures of a federal insurance response to catastrophic cyber incidents. In support of these missions, this NSF/FIO partnership fosters collaboration between industry, academic teams, and the United States government to better predict and insure against the impacts of terrorism and catastrophic cyber risks. Achieving success will depend on cutting-edge scientific research, innovations in financial resilience, and the development of related tools, analytics, and other technologies.

Both terrorism events and catastrophic cyber incidents (whether terrorism related or not) present serious risks that share many common modeling and underwriting challenges. Challenges include the paucity of data for such events due to their historically low frequency of occurrence. The lack of historic event data limits the ability of insurers to predict future risk based upon past loss experience. In addition, both terrorism and catastrophic cyber risk present the potential for high losses because such events are commonly intentional and designed to maximize damage, resulting in significant potential insurer liability with impacts that can spread far beyond the initial target including cascading losses across broad geographic areas and business sectors.

These challenges hinder insurers' capabilities to adequately estimate financial exposure to terrorism and catastrophic cyber risk. The lack of accurate estimates, in turn, impedes insurers from fully underwriting these risks on a commercial basis (i.e., without a government backstop or other support).

NSF and FIO have an interest in supporting an IUCRC project that will focus on developing and refining terrorism and catastrophic cyber insurance modeling and underwriting with a view to strengthening the resilience of the United States' financial system. The objectives of the new IUCRC include: (1) helping insurers to estimate risk with greater certainty, thereby improving insurance pricing, coverage, and policyholder uptake; (2) contributing to the potential expansion of reinsurance and capital markets to help support these risks; and (3) informing the treatment of terrorism and catastrophic cyber risks in government programs.

PROJECT INFORMATION

IUCRC proposals in response to this DCL should be designed to bring together the insurance sector, academic teams, government, and other stakeholders to innovate and advance current terrorism and catastrophic cyber risk modeling and underwriting in support of the goals stated above. Teams responding to this call should conduct research on practice and policy reforms and/or solutions that provide insurers and other insurance industry stakeholders with improved or additional tools, data, and methodologies to increase their assumption of terrorism and cyber risk. Proposals should include plans to bolster the insurance sector's understanding of terrorism and catastrophic cyber risks by evaluating current modeling and underwriting practices and identifying data and issues that affect terrorism and catastrophic cyber risk perception and risk exposure within the United States.

IUCRC PROGRAM OVERVIEW

IUCRCs are powerful vehicles, developed by NSF, through which university faculty and students work with an industry consortium to carry out cutting-edge, use-inspired research focused on the collective needs of a sector of the U.S. economy. Information on IUCRCs, how they work, and other relevant information about them can be found on the IUCRC website: https://iucrc.nsf.gov/about/ and the IUCRC program solicitation: https://iucrc.nsf.gov/universities/solicitation/ .

To initiate an IUCRC, interested faculty teams at one or more universities should interview members of a targeted sector to: (1) identify the most important and high priority challenges facing the sector; (2) converge on a theme of high sector and university faculty interest; and (3) identify companies and other entities willing to participate in a center on the proposed topic.

The first formal step to forming an IUCRC is submitting an IUCRC Planning Grant proposal that demonstrates the interest of the private sector and other stakeholders in the proposed center. Planning Grant proposals or waivers of the planning grant process require submission of a preliminary proposal. If awarded, the proposal team receives funding to carry out industry sector discovery to refine their center research agenda and identifies potential center members willing to pay membership fees and join an industry advisory board for the center.

Investigators responding to this DCL with a Planning Grant proposal should use the following title format: "IUCRC: NSF/FIO: (title)."

A successful planning phase is followed by submission of a proposal for a Phase I IUCRC that has the potential to run for five years. After successful completion of Phase I, the center can compete for another 5 years (Phase II). During this time, center leadership and faculty continue to recruit dues paying members for their advisory board with the goal that, by the end of Phase II, the center is self-supporting without further federal investment.

SUBMISSION and AWARD INFORMATION

Planning Grant proposals or waivers of the planning grant process require submission of a preliminary proposal. Target dates for Planning Grant preliminary proposals are the second Wednesdays in September and March. Full proposal target dates are the second Wednesdays of December and June. See the NSF IUCRC solicitation for more details.

The review of submitted proposals to this DCL and any subsequent awards will be managed by NSF. NSF may share the identities of the Principal Investigator(s) (PI and Co-PI(s)) and the universities and industrial partners as well as the Project Summary of the proposed project and the unattributed reviews with FIO in order for the agencies to discuss and coordinate award funding. No other proposal documentation will be shared. As a funding partner of the IUCRC, FIO may also request access to data, software artifacts, and information provided by the PI if their proposal is awarded. Providing such access is at the sole discretion of the PI and is not a condition of an award.

FIO will be invited to post award meetings and discussions with recipients, as appropriate. FIO understands and acknowledges that the information about PIs, their proposal, and reviewers of such proposals is protected by the Privacy Act of 1974, and is to be treated as confidential.

POINTS OF CONTACT

Jeffrey Stanton - NSF/Directorate for Technology, Innovation and Partnerships (TIP), ( [email protected] )

Mohan Kumar - NSF/Directorate for Computer and Information Science and Engineering ( [email protected] )

Andy DeSoto - NSF/Directorate for Social, Behavioral, and Economic Sciences ( [email protected] )

Dr. Erwin Gianchandani Assistant Director for Technology, Innovation and Partnerships (TIP) NSF

Dr. Dilma Da Silva Acting Assistant Director for Computer Information Science and Engineering (CISE) NSF

Dr. Kaye Husbands Fealing Assistant Director for Social, Behavioral and Economic Sciences (SBE) NSF

Steven Seitz Director FIO