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How to Write a Research Paper Introduction (with Examples)
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The research paper introduction section, along with the Title and Abstract, can be considered the face of any research paper. The following article is intended to guide you in organizing and writing the research paper introduction for a quality academic article or dissertation.
The research paper introduction aims to present the topic to the reader. A study will only be accepted for publishing if you can ascertain that the available literature cannot answer your research question. So it is important to ensure that you have read important studies on that particular topic, especially those within the last five to ten years, and that they are properly referenced in this section. 1 What should be included in the research paper introduction is decided by what you want to tell readers about the reason behind the research and how you plan to fill the knowledge gap. The best research paper introduction provides a systemic review of existing work and demonstrates additional work that needs to be done. It needs to be brief, captivating, and well-referenced; a well-drafted research paper introduction will help the researcher win half the battle.
The introduction for a research paper is where you set up your topic and approach for the reader. It has several key goals:
- Present your research topic
- Capture reader interest
- Summarize existing research
- Position your own approach
- Define your specific research problem and problem statement
- Highlight the novelty and contributions of the study
- Give an overview of the paper’s structure
The research paper introduction can vary in size and structure depending on whether your paper presents the results of original empirical research or is a review paper. Some research paper introduction examples are only half a page while others are a few pages long. In many cases, the introduction will be shorter than all of the other sections of your paper; its length depends on the size of your paper as a whole.
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Table of Contents
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The introduction in a research paper is placed at the beginning to guide the reader from a broad subject area to the specific topic that your research addresses. They present the following information to the reader
- Scope: The topic covered in the research paper
- Context: Background of your topic
- Importance: Why your research matters in that particular area of research and the industry problem that can be targeted
The research paper introduction conveys a lot of information and can be considered an essential roadmap for the rest of your paper. A good introduction for a research paper is important for the following reasons:
- It stimulates your reader’s interest: A good introduction section can make your readers want to read your paper by capturing their interest. It informs the reader what they are going to learn and helps determine if the topic is of interest to them.
- It helps the reader understand the research background: Without a clear introduction, your readers may feel confused and even struggle when reading your paper. A good research paper introduction will prepare them for the in-depth research to come. It provides you the opportunity to engage with the readers and demonstrate your knowledge and authority on the specific topic.
- It explains why your research paper is worth reading: Your introduction can convey a lot of information to your readers. It introduces the topic, why the topic is important, and how you plan to proceed with your research.
- It helps guide the reader through the rest of the paper: The research paper introduction gives the reader a sense of the nature of the information that will support your arguments and the general organization of the paragraphs that will follow. It offers an overview of what to expect when reading the main body of your paper.
What are the parts of introduction in the research?
A good research paper introduction section should comprise three main elements: 2
- What is known: This sets the stage for your research. It informs the readers of what is known on the subject.
- What is lacking: This is aimed at justifying the reason for carrying out your research. This could involve investigating a new concept or method or building upon previous research.
- What you aim to do: This part briefly states the objectives of your research and its major contributions. Your detailed hypothesis will also form a part of this section.
How to write a research paper introduction?
The first step in writing the research paper introduction is to inform the reader what your topic is and why it’s interesting or important. This is generally accomplished with a strong opening statement. The second step involves establishing the kinds of research that have been done and ending with limitations or gaps in the research that you intend to address. Finally, the research paper introduction clarifies how your own research fits in and what problem it addresses. If your research involved testing hypotheses, these should be stated along with your research question. The hypothesis should be presented in the past tense since it will have been tested by the time you are writing the research paper introduction.
The following key points, with examples, can guide you when writing the research paper introduction section:
- Highlight the importance of the research field or topic
- Describe the background of the topic
- Present an overview of current research on the topic
Example: The inclusion of experiential and competency-based learning has benefitted electronics engineering education. Industry partnerships provide an excellent alternative for students wanting to engage in solving real-world challenges. Industry-academia participation has grown in recent years due to the need for skilled engineers with practical training and specialized expertise. However, from the educational perspective, many activities are needed to incorporate sustainable development goals into the university curricula and consolidate learning innovation in universities.
- Reveal a gap in existing research or oppose an existing assumption
- Formulate the research question
Example: There have been plausible efforts to integrate educational activities in higher education electronics engineering programs. However, very few studies have considered using educational research methods for performance evaluation of competency-based higher engineering education, with a focus on technical and or transversal skills. To remedy the current need for evaluating competencies in STEM fields and providing sustainable development goals in engineering education, in this study, a comparison was drawn between study groups without and with industry partners.
- State the purpose of your study
- Highlight the key characteristics of your study
- Describe important results
- Highlight the novelty of the study.
- Offer a brief overview of the structure of the paper.
Example: The study evaluates the main competency needed in the applied electronics course, which is a fundamental core subject for many electronics engineering undergraduate programs. We compared two groups, without and with an industrial partner, that offered real-world projects to solve during the semester. This comparison can help determine significant differences in both groups in terms of developing subject competency and achieving sustainable development goals.
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With Paperpal Copilot, create a research paper introduction effortlessly. In this step-by-step guide, we’ll walk you through how Paperpal transforms your initial ideas into a polished and publication-ready introduction.
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How to use Paperpal to write the Introduction section
Step 1: Sign up on Paperpal and click on the Copilot feature, under this choose Outlines > Research Article > Introduction
Step 2: Add your unstructured notes or initial draft, whether in English or another language, to Paperpal, which is to be used as the base for your content.
Step 3: Fill in the specifics, such as your field of study, brief description or details you want to include, which will help the AI generate the outline for your Introduction.
Step 4: Use this outline and sentence suggestions to develop your content, adding citations where needed and modifying it to align with your specific research focus.
Step 5: Turn to Paperpal’s granular language checks to refine your content, tailor it to reflect your personal writing style, and ensure it effectively conveys your message.
You can use the same process to develop each section of your article, and finally your research paper in half the time and without any of the stress.
The purpose of the research paper introduction is to introduce the reader to the problem definition, justify the need for the study, and describe the main theme of the study. The aim is to gain the reader’s attention by providing them with necessary background information and establishing the main purpose and direction of the research.
The length of the research paper introduction can vary across journals and disciplines. While there are no strict word limits for writing the research paper introduction, an ideal length would be one page, with a maximum of 400 words over 1-4 paragraphs. Generally, it is one of the shorter sections of the paper as the reader is assumed to have at least a reasonable knowledge about the topic. 2 For example, for a study evaluating the role of building design in ensuring fire safety, there is no need to discuss definitions and nature of fire in the introduction; you could start by commenting upon the existing practices for fire safety and how your study will add to the existing knowledge and practice.
When deciding what to include in the research paper introduction, the rest of the paper should also be considered. The aim is to introduce the reader smoothly to the topic and facilitate an easy read without much dependency on external sources. 3 Below is a list of elements you can include to prepare a research paper introduction outline and follow it when you are writing the research paper introduction. Topic introduction: This can include key definitions and a brief history of the topic. Research context and background: Offer the readers some general information and then narrow it down to specific aspects. Details of the research you conducted: A brief literature review can be included to support your arguments or line of thought. Rationale for the study: This establishes the relevance of your study and establishes its importance. Importance of your research: The main contributions are highlighted to help establish the novelty of your study Research hypothesis: Introduce your research question and propose an expected outcome. Organization of the paper: Include a short paragraph of 3-4 sentences that highlights your plan for the entire paper
Cite only works that are most relevant to your topic; as a general rule, you can include one to three. Note that readers want to see evidence of original thinking. So it is better to avoid using too many references as it does not leave much room for your personal standpoint to shine through. Citations in your research paper introduction support the key points, and the number of citations depend on the subject matter and the point discussed. If the research paper introduction is too long or overflowing with citations, it is better to cite a few review articles rather than the individual articles summarized in the review. A good point to remember when citing research papers in the introduction section is to include at least one-third of the references in the introduction.
The literature review plays a significant role in the research paper introduction section. A good literature review accomplishes the following: Introduces the topic – Establishes the study’s significance – Provides an overview of the relevant literature – Provides context for the study using literature – Identifies knowledge gaps However, remember to avoid making the following mistakes when writing a research paper introduction: Do not use studies from the literature review to aggressively support your research Avoid direct quoting Do not allow literature review to be the focus of this section. Instead, the literature review should only aid in setting a foundation for the manuscript.
Remember the following key points for writing a good research paper introduction: 4
- Avoid stuffing too much general information: Avoid including what an average reader would know and include only that information related to the problem being addressed in the research paper introduction. For example, when describing a comparative study of non-traditional methods for mechanical design optimization, information related to the traditional methods and differences between traditional and non-traditional methods would not be relevant. In this case, the introduction for the research paper should begin with the state-of-the-art non-traditional methods and methods to evaluate the efficiency of newly developed algorithms.
- Avoid packing too many references: Cite only the required works in your research paper introduction. The other works can be included in the discussion section to strengthen your findings.
- Avoid extensive criticism of previous studies: Avoid being overly critical of earlier studies while setting the rationale for your study. A better place for this would be the Discussion section, where you can highlight the advantages of your method.
- Avoid describing conclusions of the study: When writing a research paper introduction remember not to include the findings of your study. The aim is to let the readers know what question is being answered. The actual answer should only be given in the Results and Discussion section.
To summarize, the research paper introduction section should be brief yet informative. It should convince the reader the need to conduct the study and motivate him to read further. If you’re feeling stuck or unsure, choose trusted AI academic writing assistants like Paperpal to effortlessly craft your research paper introduction and other sections of your research article.
1. Jawaid, S. A., & Jawaid, M. (2019). How to write introduction and discussion. Saudi Journal of Anaesthesia, 13(Suppl 1), S18.
2. Dewan, P., & Gupta, P. (2016). Writing the title, abstract and introduction: Looks matter!. Indian pediatrics, 53, 235-241.
3. Cetin, S., & Hackam, D. J. (2005). An approach to the writing of a scientific Manuscript1. Journal of Surgical Research, 128(2), 165-167.
4. Bavdekar, S. B. (2015). Writing introduction: Laying the foundations of a research paper. Journal of the Association of Physicians of India, 63(7), 44-6.
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Research Blog
How to write a research paper introduction (with examples).
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Welcome to our comprehensive guide on crafting the perfect introduction for your research paper. In this blog, we’ll explore the crucial elements of a strong introduction, highlight common pitfalls to avoid, and provide practical tips to effectively set the stage for your study’s objectives and significance.
Table of Contents
Lack of a clear thesis statement, lack of clear objectives and scope, failure to establish the research significance, insufficient background information, inadequate literature review, ignoring the research gap, overly technical language, poor organization and flow, neglecting the audience, the importance of a good introduction.
A strong introduction sets the tone for the entire paper, guiding the reader through the research journey. It provides context, establishes relevance, and ensures the reader understands the importance of the study.
Starting a research project is exciting, but getting the introduction right is key. It’s like opening the door to your study and inviting readers in. However, there are some common missteps that can trip you up along the way.
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Common mistakes to avoid.
A thesis statement is the central argument or claim that guides the entire research paper. It is a concise summary of the main point or claim of the paper and is typically found at the end of the introduction. A clear thesis statement helps to focus the research, provide direction, and inform the reader of the paper’s purpose. Expert reviewers may even skip the rest of the introduction (as they are well versed in the topic) and focus only on your thesis statement, so it’s vital to make sure it is perfect!
When a research introduction lacks a clear thesis statement, several issues can arise:
- Ambiguity : Without a clear thesis, the reader may be confused about the paper’s purpose and the main argument. Do not talk in vague terms. Whenever possible, use terminology established in recent literature. Narrow down the key aspects of the association that you are investigating (the study sample, the outcome and predictor measures) as much as possible.
- Lack of Focus : The paper can become unfocused and meander through unrelated topics, making it difficult for the reader to follow the argument. Do not try to have more than 1-2 main aims in a paper. Even if you have done supplementary analysis, it is better to say so in the discussion. As a rule of thumb, try to answer one major question only!
- Weak Argumentation : A well-defined thesis provides a strong foundation for building arguments. Without it, the arguments may appear weak and unsupported.
Let's be more practical:
1- In this paper, I will discuss climate change.
- Problem: This statement is too broad and vague. It does not provide a clear direction or specific argument.
2- This paper argues that climate change, measured by global average temperature change, is primarily driven by human activities, such as deforestation and the burning of fossil fuels, and proposes policy measures to mitigate its impact.(1)
- Strengths: – Specificity : It clearly states that the paper will focus on human activities as the main drivers of climate change. – Argument : It presents a specific claim that the paper will argue. – Direction : It hints at the structure of the paper by mentioning policy measures.
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Powerful Tips:
- Be Specific : Clearly define the main argument or claim. Avoid vague or broad statements.
- Be Concise : Keep the thesis statement concise, ideally one to two sentences.
- Provide Direction : Indicate the structure of the paper by hinting at the main points that will be discussed.
- Revise as Needed : Be prepared to revise the thesis statement as your research progresses and your understanding deepens.
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A clear statement of objectives and scope is crucial in a research paper introduction because it outlines what the study aims to achieve and defines the boundaries within which the research will be conducted.
Example of Lacking Clear Objectives and Scope: This paper examines the impacts of climate change on agriculture.
- Problem : This statement is too broad and vague. It does not specify what aspects of climate change or agriculture will be studied, nor does it define the geographical or temporal scope.
Example with Clear Objectives and Scope: This study aims to investigate the effects of rising temperatures and changing precipitation patterns on crop yields in the Midwest United States from 2000 to 2010. The objectives are to (1) assess the impact of temperature changes on corn and soybean yields, (2) analyze how variations in precipitation affect crop growth, and (3) identify adaptive strategies employed by farmers in the region.(2)
Powerful tips:
- Be Specific : Clearly state what the study aims to achieve and avoid vague or broad statements.
- Identify Key Areas : Outline the main areas or aspects that the research will focus on.
- Set Boundaries : Define the geographical, temporal, and conceptual boundaries of the research.
- List Objectives : Clearly articulate specific research objectives or questions that the study will address.
- Stay Realistic : Ensure that the objectives and scope are achievable within the constraints of the research project.
- Make it flow : Make sure you are not repeating the same concepts as the thesis statement, as these two sections are often presented back-to-back in the final paragraph of the introduction! Remember: the thesis statement is your hypothesis or question, and your objectives are ‘how’ you are going to test your thesis.
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This mistake can result in the research appearing trivial or irrelevant, diminishing its potential impact. When the significance of the research is not well-established, readers may struggle to understand the value of the study and why they should care about it.
Example of Failure to Establish Research Significance: This study investigates the effects of social media usage on sleep patterns among teenagers.
- Problem : The significance of studying social media’s impact on sleep patterns is not explained. The reader may wonder why this research is important or what implications it has.
Example with Established Research Significance: This study investigates the effects of social media usage on sleep patterns among teenagers. Understanding this relationship is crucial because insufficient sleep is linked to numerous health issues, including decreased academic performance, heightened stress levels, and increased risk of mental health problems. With the pervasive use of social media among adolescents, identifying how it impacts sleep can inform strategies for promoting healthier habits and improving overall well-being in this vulnerable age group.(3)
- Link to Broader Issues : Connect the research topic to broader issues or trends that highlight its relevance and importance.
- Explain Practical Implications : Discuss the potential practical applications or benefits of the research findings.
- Address Gaps in Knowledge : Identify gaps in the existing literature that the research aims to fill.
- Highlight Potential Impact : Emphasize the potential impact of the research on the field, society, or specific populations.
- Use Concrete Examples : Provide concrete examples or scenarios to illustrate the significance of the research.
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Insufficient background information in the introduction of a research paper refers to failing to provide enough context for the reader to understand the research problem and its significance. Background information sets the stage for the research by offering necessary details about the topic, relevant theories, previous studies, and key terms.
This may lead to:
- Reader Confusion : Without adequate context, readers may struggle to understand the research question, its importance, and how it fits into the broader field of study.
- Weak Justification : Insufficient background can undermine the rationale for the research, making it difficult to justify why the study is necessary or valuable.
- Misinterpretation : Lack of context can lead to misinterpretation of the research objectives, methods, and findings.
Example of Insufficient Background Information: In recent years, many researchers have studied the effects of social media on teenagers. This paper explores the relationship between social media use and anxiety among teenagers.
- Problem : This introduction lacks specific details about the previous research, the theoretical framework, and key terms. It does not provide enough context for the reader to understand why the study is important.
Example of Adequate Background Information: Social media platforms have become an integral part of teenagers’ daily lives, with studies showing that 95% of teens have access to a smartphone and 45% are online almost constantly. Previous research has linked excessive social media use to various mental health issues, including anxiety and depression. However, the mechanisms underlying this relationship remain unclear. This paper explores the impact of social media use on anxiety levels among teenagers, focusing on the roles of social comparison and cyberbullying.(4)
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- Review Relevant Literature : Summarize key studies and theories related to your topic.
- Provide Context : Explain the broader context of your research problem.
- Define Key Terms : Ensure that any specialized terms or concepts are clearly defined.
- Identify the Research Gap : Highlight what is not yet known or understood about your topic.
- Be Concise : Provide enough information to set the stage without overwhelming the reader with details.
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This mistake can occur when the literature review is too brief, lacks depth, omits key studies, or fails to critically analyze previous work. An inadequate literature review can undermine the foundation of the research by failing to provide the necessary context and justification for the study.
Inadequate Literature Review: There has been some research on the relationship between exercise and mental health. This paper will investigate this relationship further.
- Problem : This review is too general and does not provide sufficient detail about the existing research or how it informs the current study.
Example with Adequate Literature Review: Research has consistently shown that regular physical activity has positive effects on mental health. For example, a study by Gujral et al. (2019) demonstrated that aerobic exercise can significantly reduce symptoms of depression and anxiety. Similarly, Smith and Lee (2020) found that strength training also contributes to improved mood and reduced stress levels. However, much of the existing research has focused on adult populations, with relatively few studies examining these effects in adolescents. Additionally, the specific types of exercise that are most beneficial for different mental health outcomes have not been thoroughly investigated. This study aims to explore the effects of various types of exercise on the mental health of high school students, thereby addressing these gaps in the literature.(5-6)
- Be Comprehensive : Review a broad range of studies related to the research topic to provide a thorough context.
- Be Specific : Cite specific studies, including their methodologies, findings, and relevance to the current research.
- Be Critical : Analyze and evaluate the existing research, identifying strengths, weaknesses, and gaps.
- Be Structured : Organize the literature review logically, grouping studies by themes or findings to create a coherent narrative.
- Be Relevant : Focus on the most relevant studies that directly relate to the research question and objectives.
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Ignoring the research gap in a research paper introduction means failing to identify and articulate what specific aspect of the topic has not been explored or adequately addressed in existing literature. The research gap is a critical component because it justifies the necessity and originality of the study. Without highlighting this gap, the research may appear redundant or lacking in significance.
How huge is this mistake?
- Lack of Justification : The study may not appear necessary or relevant, diminishing its perceived value.
- Redundancy : The research may seem to duplicate existing studies, offering no new insights or contributions to the field. Even if you are using methodology similar to previous studies, it is important to note why you are doing so e.g., few studies have used that specific methodology, and you would like to validate it in your sample population!
- Reader Disinterest : Readers may lose interest if they do not see the unique contribution or purpose of the research.
Example of Ignoring the Research Gap: Many studies have examined the effects of exercise on mental health. This paper looks at the relationship between physical activity and depression.
- Problem : This introduction does not specify what aspect of the relationship between physical activity and depression has not been studied, failing to highlight the unique contribution of the research.
Example of Identifying the Research Gap: Numerous studies have demonstrated the general benefits of physical activity on mental health, particularly its role in alleviating symptoms of depression. However, there is limited research on how different types of exercise (e.g., aerobic vs. anaerobic) specifically impact depression levels among various age groups. This study investigates the differential effects of aerobic and anaerobic exercise on depression in young adults, aiming to fill this gap in the literature.(6)
- Conduct a Thorough Literature Review : Understand the current state of research in your field to identify what has been studied and where gaps exist.
- Be Specific : Clearly articulate what specific aspect has not been covered in existing studies.
- Link to Your Study : Explain how your research will address this gap and contribute to the field.
- Use Evidence : Support your identification of the gap with references to previous studies.
- Emphasize Significance : Highlight why filling this gap is important for advancing knowledge or practical applications.
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Overly technical language refers to the excessive use of jargon, complex terms, and highly specialized language that may be difficult for readers, especially those not familiar with the field, to understand. While technical language is sometimes necessary in academic writing, overusing it in the introduction can create several problems:
- Reader Alienation : Readers may find the text intimidating or inaccessible, leading to disengagement.
- Lack of Clarity : The main points and significance of the research can become obscured by complex terminology.
- Reduced Impact : The research may fail to communicate its importance effectively if readers struggle to understand the introduction.
Example of Overly Technical Language: The present study examines the metacognitive strategies employed by individuals in the domain of second language acquisition, specifically focusing on the interaction between declarative and procedural memory systems in the process of syntactic parsing.
- Problem : This sentence is loaded with jargon (“metacognitive strategies,” “second language acquisition,” “declarative and procedural memory systems,” “syntactic parsing”), which can be overwhelming and confusing for readers not familiar with these terms.
Example with Simplified Language: This study looks at the thinking strategies people use when learning a second language. It focuses on how different types of memory, such as the knowledge of facts and the skills for doing things, help in understanding sentence structures.(7)
- Know Your Audience : Tailor the language to the intended audience, ensuring it is accessible to both specialists and non-specialists.
- Define Term s: When technical terms are necessary, provide clear definitions or explanations.
- Use Analogies : Simplify complex concepts using analogies or examples that are easy to understand.
- Avoid Jargon : Limit the use of jargon and specialized terms, especially in the introduction.
- Seek Feedback : Ask peers or non-experts to read the introduction and provide feedback on clarity and accessibility.
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Poor organization and flow in a research paper introduction refer to a lack of logical structure and coherence that makes the introduction difficult to follow. This can occur when ideas are presented in a haphazard manner, transitions between sections are weak or non-existent, and the overall narrative is disjointed. A well-organized introduction should smoothly guide the reader from the general context to the specific objectives of the study.
Example of Poor Organization and Flow: “Climate change affects agriculture in various ways. Many studies have looked at the impact on crop yields. This paper will discuss the economic implications of these changes. Climate models predict increased variability in weather patterns, which will affect water availability. Researchers have found that higher temperatures reduce the growing season for many crops.”
- Problem : The ideas are presented in a scattered manner without clear connections. The mention of economic implications seems out of place, and there are abrupt shifts between topics.
Example with Good Organization and Flow: Climate change poses significant challenges to agriculture by altering weather patterns, impacting crop yields, and affecting water availability. Numerous studies have shown that increased temperatures can shorten the growing season for many crops, leading to reduced yields. Additionally, climate models predict increased variability in weather patterns, which complicates water management for farmers. These changes not only affect food production but also have substantial economic implications for agricultural communities. This paper will examine the economic impacts of climate-induced changes in agriculture, focusing on crop yield variability and water resource management.(1)
- Create an Outline : Before writing, outline the main points you want to cover in the introduction.
- Think in terms of an inverted triangle : Begin broadly to introduce basic concepts related to your topic. As you progress through the introduction, you can introduce more and more specific topics until you have enough information to justify your thesis statement
- Use Transitional Phrases : Employ transitional phrases and sentences to connect ideas and sections smoothly.
- Follow a Logical Sequence : Present information in a logical order, moving from general context to specific objectives.
- Maintain Focus : Stay focused on the main topic and avoid introducing unrelated ideas.
- Revise for Coherence : Review and revise the introduction to ensure that it flows well and that each part contributes to the overall narrative.
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Neglecting the audience refers to failing to consider the background, knowledge level, and interests of the intended readers when writing the introduction of a research paper. This mistake can manifest in several ways, such as using overly technical language for a general audience, providing insufficient background information for readers unfamiliar with the topic, or failing to engage the readers’ interest.
Example of Neglecting the Audience: For experts in genomic sequencing, this study explores the epigenetic modifications resulting from CRISPR-Cas9 interventions, focusing on the methylation patterns and histone modifications observed in gene-edited cells.
- Problem : This introduction assumes a high level of expertise in genomic sequencing and epigenetics, which may alienate readers without this background.
Example with Audience Consideration: CRISPR-Cas9 is a groundbreaking tool in genetic research that allows scientists to edit DNA with precision. However, altering genes can lead to unexpected changes in how genes are expressed, known as epigenetic modifications. This study investigates these changes by looking at specific markers on DNA, such as methylation patterns, and how they affect gene activity in cells that have been edited using CRISPR-Cas9. Our goal is to understand the broader implications of gene editing on cellular functions, which is crucial for advancing medical research and treatments.(8)
- Identify the Audience : Determine who the intended readers are (e.g., experts, students, general public) and tailor the language and content accordingly. Read papers from the journals you are considering for submission. Professional editors curate the language used in these papers and are a great starting point to identify the level of expertise of your audience!
- Simplify Language : Use clear and straightforward language, avoiding jargon and technical terms unless they are necessary and well-explained.
- Provide Background Information : Include sufficient background information to help readers understand the context and significance of the research.
- Engage the Reader : Start with an engaging introduction that highlights the relevance and importance of the research topic.
- Anticipate Questions : Consider what questions or concerns the audience might have and address them in the introduction
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By following these guidelines and avoiding common pitfalls, you can create an introduction that not only grabs the attention of your readers but also sets the stage for a compelling and impactful research paper.
Final Tips:
- Revise and refine your introduction multiple times to ensure clarity and coherence.
- Seek feedback from peers, mentors, or advisors to identify areas for improvement.
- Keep your audience in mind and tailor your language and content to their needs and interests.
- Stay focused on your research objectives and ensure that every part of your introduction contributes to achieving them.
- Be confident in the significance of your research and its potential impact on your field or community.
Let your introduction be more than just words on a page. It’s a doorway to understanding. To help you along, we’ve created a practical course on writing and publishing research projects. It’s 100% risk-free, with a money-back guarantee if you’re not satisfied. Try it out now by clicking here .
Wishing you success on your research journey!
Marina Ramzy Mourid, Hamza Ibad, MBBS
Dr. Ibad graduated from the Aga Khan University Medical College and completed a post-doctoral research fellowship at Johns Hopkins in the Department of Radiology (Musculoskeletal Division). Dr. Ibad’s research and clinical interests include deep-learning applications for automated image interpretation, osteoarthritis, and sarcopenia-related health outcomes.
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1. Abbass K, Qasim MZ, Song H, Murshed M, Mahmood H, Younis I. A review of the global climate change impacts, adaptation, and sustainable mitigation measures. Environ Sci Pollut Res. 2022;29(28):42539-42559. doi:10.1007/s11356-022-19718-6
2. Cai X, Wang D, Laurent R. Impact of climate change on crop yield: a case study of rainfed corn in central illinois. Journal of Applied Meteorology and Climatology. 2009;48(9):1868-1881. doi:10.1175/2009JAMC1880.1
3. Van Den Eijnden RJJM, Geurts SM, Ter Bogt TFM, Van Der Rijst VG, Koning IM. Social media use and adolescents’ sleep: a longitudinal study on the protective role of parental rules regarding internet use before sleep. IJERPH. 2021;18(3):1346. doi:10.3390/ijerph18031346
4. Schmitt, M. (2021). Effects of social media and technology on adolescents: What the evidence is showing and what we can do about it. Journal of Family and Consumer Sciences Education, 38(1), 51-59.
5. Gujral S, Aizenstein H, Reynolds CF, Butters MA, Erickson KI. Exercise effects on depression: Possible neural mechanisms. General Hospital Psychiatry. 2017;49:2-10. doi:10.1016/j.genhosppsych.2017.04.012
6. Smith PJ, Merwin RM. The role of exercise in management of mental health disorders: an integrative review. Annu Rev Med. 2021;72(1):45-62. doi:10.1146/annurev-med-060619-022943
7. Sun Q, Zhang LJ. Understanding learners’ metacognitive experiences in learning to write in English as a foreign language: A structural equation modeling approach. Front Psychol. 2022;13:986301. doi:10.3389/fpsyg.2022.986301
8. Kolanu ND. Crispr–cas9 gene editing: curing genetic diseases by inherited epigenetic modifications. Glob Med Genet. 2024;11(01):113-122. doi:10.1055/s-0044-1785234
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Organizing Your Social Sciences Research Paper
- 4. The Introduction
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The introduction leads the reader from a general subject area to a particular topic of inquiry. It establishes the scope, context, and significance of the research being conducted by summarizing current understanding and background information about the topic, stating the purpose of the work in the form of the research problem supported by a hypothesis or a set of questions, explaining briefly the methodological approach used to examine the research problem, highlighting the potential outcomes your study can reveal, and outlining the remaining structure and organization of the paper.
Key Elements of the Research Proposal. Prepared under the direction of the Superintendent and by the 2010 Curriculum Design and Writing Team. Baltimore County Public Schools.
Importance of a Good Introduction
Think of the introduction as a mental road map that must answer for the reader these four questions:
- What was I studying?
- Why was this topic important to investigate?
- What did we know about this topic before I did this study?
- How will this study advance new knowledge or new ways of understanding?
According to Reyes, there are three overarching goals of a good introduction: 1) ensure that you summarize prior studies about the topic in a manner that lays a foundation for understanding the research problem; 2) explain how your study specifically addresses gaps in the literature, insufficient consideration of the topic, or other deficiency in the literature; and, 3) note the broader theoretical, empirical, and/or policy contributions and implications of your research.
A well-written introduction is important because, quite simply, you never get a second chance to make a good first impression. The opening paragraphs of your paper will provide your readers with their initial impressions about the logic of your argument, your writing style, the overall quality of your research, and, ultimately, the validity of your findings and conclusions. A vague, disorganized, or error-filled introduction will create a negative impression, whereas, a concise, engaging, and well-written introduction will lead your readers to think highly of your analytical skills, your writing style, and your research approach. All introductions should conclude with a brief paragraph that describes the organization of the rest of the paper.
Hirano, Eliana. “Research Article Introductions in English for Specific Purposes: A Comparison between Brazilian, Portuguese, and English.” English for Specific Purposes 28 (October 2009): 240-250; Samraj, B. “Introductions in Research Articles: Variations Across Disciplines.” English for Specific Purposes 21 (2002): 1–17; Introductions. The Writing Center. University of North Carolina; “Writing Introductions.” In Good Essay Writing: A Social Sciences Guide. Peter Redman. 4th edition. (London: Sage, 2011), pp. 63-70; Reyes, Victoria. Demystifying the Journal Article. Inside Higher Education.
Structure and Writing Style
I. Structure and Approach
The introduction is the broad beginning of the paper that answers three important questions for the reader:
- What is this?
- Why should I read it?
- What do you want me to think about / consider doing / react to?
Think of the structure of the introduction as an inverted triangle of information that lays a foundation for understanding the research problem. Organize the information so as to present the more general aspects of the topic early in the introduction, then narrow your analysis to more specific topical information that provides context, finally arriving at your research problem and the rationale for studying it [often written as a series of key questions to be addressed or framed as a hypothesis or set of assumptions to be tested] and, whenever possible, a description of the potential outcomes your study can reveal.
These are general phases associated with writing an introduction: 1. Establish an area to research by:
- Highlighting the importance of the topic, and/or
- Making general statements about the topic, and/or
- Presenting an overview on current research on the subject.
2. Identify a research niche by:
- Opposing an existing assumption, and/or
- Revealing a gap in existing research, and/or
- Formulating a research question or problem, and/or
- Continuing a disciplinary tradition.
3. Place your research within the research niche by:
- Stating the intent of your study,
- Outlining the key characteristics of your study,
- Describing important results, and
- Giving a brief overview of the structure of the paper.
NOTE: It is often useful to review the introduction late in the writing process. This is appropriate because outcomes are unknown until you've completed the study. After you complete writing the body of the paper, go back and review introductory descriptions of the structure of the paper, the method of data gathering, the reporting and analysis of results, and the conclusion. Reviewing and, if necessary, rewriting the introduction ensures that it correctly matches the overall structure of your final paper.
II. Delimitations of the Study
Delimitations refer to those characteristics that limit the scope and define the conceptual boundaries of your research . This is determined by the conscious exclusionary and inclusionary decisions you make about how to investigate the research problem. In other words, not only should you tell the reader what it is you are studying and why, but you must also acknowledge why you rejected alternative approaches that could have been used to examine the topic.
Obviously, the first limiting step was the choice of research problem itself. However, implicit are other, related problems that could have been chosen but were rejected. These should be noted in the conclusion of your introduction. For example, a delimitating statement could read, "Although many factors can be understood to impact the likelihood young people will vote, this study will focus on socioeconomic factors related to the need to work full-time while in school." The point is not to document every possible delimiting factor, but to highlight why previously researched issues related to the topic were not addressed.
Examples of delimitating choices would be:
- The key aims and objectives of your study,
- The research questions that you address,
- The variables of interest [i.e., the various factors and features of the phenomenon being studied],
- The method(s) of investigation,
- The time period your study covers, and
- Any relevant alternative theoretical frameworks that could have been adopted.
Review each of these decisions. Not only do you clearly establish what you intend to accomplish in your research, but you should also include a declaration of what the study does not intend to cover. In the latter case, your exclusionary decisions should be based upon criteria understood as, "not interesting"; "not directly relevant"; “too problematic because..."; "not feasible," and the like. Make this reasoning explicit!
NOTE: Delimitations refer to the initial choices made about the broader, overall design of your study and should not be confused with documenting the limitations of your study discovered after the research has been completed.
ANOTHER NOTE: Do not view delimitating statements as admitting to an inherent failing or shortcoming in your research. They are an accepted element of academic writing intended to keep the reader focused on the research problem by explicitly defining the conceptual boundaries and scope of your study. It addresses any critical questions in the reader's mind of, "Why the hell didn't the author examine this?"
III. The Narrative Flow
Issues to keep in mind that will help the narrative flow in your introduction :
- Your introduction should clearly identify the subject area of interest . A simple strategy to follow is to use key words from your title in the first few sentences of the introduction. This will help focus the introduction on the topic at the appropriate level and ensures that you get to the subject matter quickly without losing focus, or discussing information that is too general.
- Establish context by providing a brief and balanced review of the pertinent published literature that is available on the subject. The key is to summarize for the reader what is known about the specific research problem before you did your analysis. This part of your introduction should not represent a comprehensive literature review--that comes next. It consists of a general review of the important, foundational research literature [with citations] that establishes a foundation for understanding key elements of the research problem. See the drop-down menu under this tab for " Background Information " regarding types of contexts.
- Clearly state the hypothesis that you investigated . When you are first learning to write in this format it is okay, and actually preferable, to use a past statement like, "The purpose of this study was to...." or "We investigated three possible mechanisms to explain the...."
- Why did you choose this kind of research study or design? Provide a clear statement of the rationale for your approach to the problem studied. This will usually follow your statement of purpose in the last paragraph of the introduction.
IV. Engaging the Reader
A research problem in the social sciences can come across as dry and uninteresting to anyone unfamiliar with the topic . Therefore, one of the goals of your introduction is to make readers want to read your paper. Here are several strategies you can use to grab the reader's attention:
- Open with a compelling story . Almost all research problems in the social sciences, no matter how obscure or esoteric , are really about the lives of people. Telling a story that humanizes an issue can help illuminate the significance of the problem and help the reader empathize with those affected by the condition being studied.
- Include a strong quotation or a vivid, perhaps unexpected, anecdote . During your review of the literature, make note of any quotes or anecdotes that grab your attention because they can used in your introduction to highlight the research problem in a captivating way.
- Pose a provocative or thought-provoking question . Your research problem should be framed by a set of questions to be addressed or hypotheses to be tested. However, a provocative question can be presented in the beginning of your introduction that challenges an existing assumption or compels the reader to consider an alternative viewpoint that helps establish the significance of your study.
- Describe a puzzling scenario or incongruity . This involves highlighting an interesting quandary concerning the research problem or describing contradictory findings from prior studies about a topic. Posing what is essentially an unresolved intellectual riddle about the problem can engage the reader's interest in the study.
- Cite a stirring example or case study that illustrates why the research problem is important . Draw upon the findings of others to demonstrate the significance of the problem and to describe how your study builds upon or offers alternatives ways of investigating this prior research.
NOTE: It is important that you choose only one of the suggested strategies for engaging your readers. This avoids giving an impression that your paper is more flash than substance and does not distract from the substance of your study.
Freedman, Leora and Jerry Plotnick. Introductions and Conclusions. University College Writing Centre. University of Toronto; Introduction. The Structure, Format, Content, and Style of a Journal-Style Scientific Paper. Department of Biology. Bates College; Introductions. The Writing Center. University of North Carolina; Introductions. The Writer’s Handbook. Writing Center. University of Wisconsin, Madison; Introductions, Body Paragraphs, and Conclusions for an Argument Paper. The Writing Lab and The OWL. Purdue University; “Writing Introductions.” In Good Essay Writing: A Social Sciences Guide . Peter Redman. 4th edition. (London: Sage, 2011), pp. 63-70; Resources for Writers: Introduction Strategies. Program in Writing and Humanistic Studies. Massachusetts Institute of Technology; Sharpling, Gerald. Writing an Introduction. Centre for Applied Linguistics, University of Warwick; Samraj, B. “Introductions in Research Articles: Variations Across Disciplines.” English for Specific Purposes 21 (2002): 1–17; Swales, John and Christine B. Feak. Academic Writing for Graduate Students: Essential Skills and Tasks . 2nd edition. Ann Arbor, MI: University of Michigan Press, 2004 ; Writing Your Introduction. Department of English Writing Guide. George Mason University.
Writing Tip
Avoid the "Dictionary" Introduction
Giving the dictionary definition of words related to the research problem may appear appropriate because it is important to define specific terminology that readers may be unfamiliar with. However, anyone can look a word up in the dictionary and a general dictionary is not a particularly authoritative source because it doesn't take into account the context of your topic and doesn't offer particularly detailed information. Also, placed in the context of a particular discipline, a term or concept may have a different meaning than what is found in a general dictionary. If you feel that you must seek out an authoritative definition, use a subject specific dictionary or encyclopedia [e.g., if you are a sociology student, search for dictionaries of sociology]. A good database for obtaining definitive definitions of concepts or terms is Credo Reference .
Saba, Robert. The College Research Paper. Florida International University; Introductions. The Writing Center. University of North Carolina.
Another Writing Tip
When Do I Begin?
A common question asked at the start of any paper is, "Where should I begin?" An equally important question to ask yourself is, "When do I begin?" Research problems in the social sciences rarely rest in isolation from history. Therefore, it is important to lay a foundation for understanding the historical context underpinning the research problem. However, this information should be brief and succinct and begin at a point in time that illustrates the study's overall importance. For example, a study that investigates coffee cultivation and export in West Africa as a key stimulus for local economic growth needs to describe the beginning of exporting coffee in the region and establishing why economic growth is important. You do not need to give a long historical explanation about coffee exports in Africa. If a research problem requires a substantial exploration of the historical context, do this in the literature review section. In your introduction, make note of this as part of the "roadmap" [see below] that you use to describe the organization of your paper.
Introductions. The Writing Center. University of North Carolina; “Writing Introductions.” In Good Essay Writing: A Social Sciences Guide . Peter Redman. 4th edition. (London: Sage, 2011), pp. 63-70.
Yet Another Writing Tip
Always End with a Roadmap
The final paragraph or sentences of your introduction should forecast your main arguments and conclusions and provide a brief description of the rest of the paper [the "roadmap"] that let's the reader know where you are going and what to expect. A roadmap is important because it helps the reader place the research problem within the context of their own perspectives about the topic. In addition, concluding your introduction with an explicit roadmap tells the reader that you have a clear understanding of the structural purpose of your paper. In this way, the roadmap acts as a type of promise to yourself and to your readers that you will follow a consistent and coherent approach to addressing the topic of inquiry. Refer to it often to help keep your writing focused and organized.
Cassuto, Leonard. “On the Dissertation: How to Write the Introduction.” The Chronicle of Higher Education , May 28, 2018; Radich, Michael. A Student's Guide to Writing in East Asian Studies . (Cambridge, MA: Harvard University Writing n. d.), pp. 35-37.
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Writing a scientific paper.
- Writing a lab report
What is a "good" introduction?
Citing sources in the introduction, "introduction checklist" from: how to write a good scientific paper. chris a. mack. spie. 2018..
- LITERATURE CITED
- Bibliography of guides to scientific writing and presenting
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This is where you describe briefly and clearly why you are writing the paper. The introduction supplies sufficient background information for the reader to understand and evaluate the experiment you did. It also supplies a rationale for the study.
- Present the problem and the proposed solution
- Presents nature and scope of the problem investigated
- Reviews the pertinent literature to orient the reader
- States the method of the experiment
- State the principle results of the experiment
It is important to cite sources in the introduction section of your paper as evidence of the claims you are making. There are ways of citing sources in the text so that the reader can find the full reference in the literature cited section at the end of the paper, yet the flow of the reading is not badly interrupted. Below are some example of how this can be done: "Smith (1983) found that N-fixing plants could be infected by several different species of Rhizobium." "Walnut trees are known to be allelopathic (Smith 1949, Bond et al. 1955, Jones and Green 1963)." "Although the presence of Rhizobium normally increases the growth of legumes (Nguyen 1987), the opposite effect has been observed (Washington 1999)." Note that articles by one or two authors are always cited in the text using their last names. However, if there are more than two authors, the last name of the 1st author is given followed by the abbreviation et al. which is Latin for "and others".
From: https://writingcenter.gmu.edu/guides/imrad-reports-introductions
- Indicate the field of the work, why this field is important, and what has already been done (with proper citations).
- Indicate a gap, raise a research question, or challenge prior work in this territory.
- Outline the purpose and announce the present research, clearly indicating what is novel and why it is significant.
- Avoid: repeating the abstract; providing unnecessary background information; exaggerating the importance of the work; claiming novelty without a proper literature search.
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Home » Research Paper Introduction – Writing Guide and Examples
Research Paper Introduction – Writing Guide and Examples
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Research Paper Introduction
Research paper introduction is the first section of a research paper that provides an overview of the study, its purpose, and the research question (s) or hypothesis (es) being investigated. It typically includes background information about the topic, a review of previous research in the field, and a statement of the research objectives. The introduction is intended to provide the reader with a clear understanding of the research problem, why it is important, and how the study will contribute to existing knowledge in the field. It also sets the tone for the rest of the paper and helps to establish the author’s credibility and expertise on the subject.
How to Write Research Paper Introduction
Writing an introduction for a research paper can be challenging because it sets the tone for the entire paper. Here are some steps to follow to help you write an effective research paper introduction:
- Start with a hook : Begin your introduction with an attention-grabbing statement, a question, or a surprising fact that will make the reader interested in reading further.
- Provide background information: After the hook, provide background information on the topic. This information should give the reader a general idea of what the topic is about and why it is important.
- State the research problem: Clearly state the research problem or question that the paper addresses. This should be done in a concise and straightforward manner.
- State the research objectives: After stating the research problem, clearly state the research objectives. This will give the reader an idea of what the paper aims to achieve.
- Provide a brief overview of the paper: At the end of the introduction, provide a brief overview of the paper. This should include a summary of the main points that will be discussed in the paper.
- Revise and refine: Finally, revise and refine your introduction to ensure that it is clear, concise, and engaging.
Structure of Research Paper Introduction
The following is a typical structure for a research paper introduction:
- Background Information: This section provides an overview of the topic of the research paper, including relevant background information and any previous research that has been done on the topic. It helps to give the reader a sense of the context for the study.
- Problem Statement: This section identifies the specific problem or issue that the research paper is addressing. It should be clear and concise, and it should articulate the gap in knowledge that the study aims to fill.
- Research Question/Hypothesis : This section states the research question or hypothesis that the study aims to answer. It should be specific and focused, and it should clearly connect to the problem statement.
- Significance of the Study: This section explains why the research is important and what the potential implications of the study are. It should highlight the contribution that the research makes to the field.
- Methodology: This section describes the research methods that were used to conduct the study. It should be detailed enough to allow the reader to understand how the study was conducted and to evaluate the validity of the results.
- Organization of the Paper : This section provides a brief overview of the structure of the research paper. It should give the reader a sense of what to expect in each section of the paper.
Research Paper Introduction Examples
Research Paper Introduction Examples could be:
Example 1: In recent years, the use of artificial intelligence (AI) has become increasingly prevalent in various industries, including healthcare. AI algorithms are being developed to assist with medical diagnoses, treatment recommendations, and patient monitoring. However, as the use of AI in healthcare grows, ethical concerns regarding privacy, bias, and accountability have emerged. This paper aims to explore the ethical implications of AI in healthcare and propose recommendations for addressing these concerns.
Example 2: Climate change is one of the most pressing issues facing our planet today. The increasing concentration of greenhouse gases in the atmosphere has resulted in rising temperatures, changing weather patterns, and other environmental impacts. In this paper, we will review the scientific evidence on climate change, discuss the potential consequences of inaction, and propose solutions for mitigating its effects.
Example 3: The rise of social media has transformed the way we communicate and interact with each other. While social media platforms offer many benefits, including increased connectivity and access to information, they also present numerous challenges. In this paper, we will examine the impact of social media on mental health, privacy, and democracy, and propose solutions for addressing these issues.
Example 4: The use of renewable energy sources has become increasingly important in the face of climate change and environmental degradation. While renewable energy technologies offer many benefits, including reduced greenhouse gas emissions and energy independence, they also present numerous challenges. In this paper, we will assess the current state of renewable energy technology, discuss the economic and political barriers to its adoption, and propose solutions for promoting the widespread use of renewable energy.
Purpose of Research Paper Introduction
The introduction section of a research paper serves several important purposes, including:
- Providing context: The introduction should give readers a general understanding of the topic, including its background, significance, and relevance to the field.
- Presenting the research question or problem: The introduction should clearly state the research question or problem that the paper aims to address. This helps readers understand the purpose of the study and what the author hopes to accomplish.
- Reviewing the literature: The introduction should summarize the current state of knowledge on the topic, highlighting the gaps and limitations in existing research. This shows readers why the study is important and necessary.
- Outlining the scope and objectives of the study: The introduction should describe the scope and objectives of the study, including what aspects of the topic will be covered, what data will be collected, and what methods will be used.
- Previewing the main findings and conclusions : The introduction should provide a brief overview of the main findings and conclusions that the study will present. This helps readers anticipate what they can expect to learn from the paper.
When to Write Research Paper Introduction
The introduction of a research paper is typically written after the research has been conducted and the data has been analyzed. This is because the introduction should provide an overview of the research problem, the purpose of the study, and the research questions or hypotheses that will be investigated.
Once you have a clear understanding of the research problem and the questions that you want to explore, you can begin to write the introduction. It’s important to keep in mind that the introduction should be written in a way that engages the reader and provides a clear rationale for the study. It should also provide context for the research by reviewing relevant literature and explaining how the study fits into the larger field of research.
Advantages of Research Paper Introduction
The introduction of a research paper has several advantages, including:
- Establishing the purpose of the research: The introduction provides an overview of the research problem, question, or hypothesis, and the objectives of the study. This helps to clarify the purpose of the research and provide a roadmap for the reader to follow.
- Providing background information: The introduction also provides background information on the topic, including a review of relevant literature and research. This helps the reader understand the context of the study and how it fits into the broader field of research.
- Demonstrating the significance of the research: The introduction also explains why the research is important and relevant. This helps the reader understand the value of the study and why it is worth reading.
- Setting expectations: The introduction sets the tone for the rest of the paper and prepares the reader for what is to come. This helps the reader understand what to expect and how to approach the paper.
- Grabbing the reader’s attention: A well-written introduction can grab the reader’s attention and make them interested in reading further. This is important because it can help to keep the reader engaged and motivated to read the rest of the paper.
- Creating a strong first impression: The introduction is the first part of the research paper that the reader will see, and it can create a strong first impression. A well-written introduction can make the reader more likely to take the research seriously and view it as credible.
- Establishing the author’s credibility: The introduction can also establish the author’s credibility as a researcher. By providing a clear and thorough overview of the research problem and relevant literature, the author can demonstrate their expertise and knowledge in the field.
- Providing a structure for the paper: The introduction can also provide a structure for the rest of the paper. By outlining the main sections and sub-sections of the paper, the introduction can help the reader navigate the paper and find the information they are looking for.
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How to write an effective introduction for your research paper
Last updated
20 January 2024
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However, the introduction is a vital element of your research paper . It helps the reader decide whether your paper is worth their time. As such, it's worth taking your time to get it right.
In this article, we'll tell you everything you need to know about writing an effective introduction for your research paper.
- The importance of an introduction in research papers
The primary purpose of an introduction is to provide an overview of your paper. This lets readers gauge whether they want to continue reading or not. The introduction should provide a meaningful roadmap of your research to help them make this decision. It should let readers know whether the information they're interested in is likely to be found in the pages that follow.
Aside from providing readers with information about the content of your paper, the introduction also sets the tone. It shows readers the style of language they can expect, which can further help them to decide how far to read.
When you take into account both of these roles that an introduction plays, it becomes clear that crafting an engaging introduction is the best way to get your paper read more widely. First impressions count, and the introduction provides that impression to readers.
- The optimum length for a research paper introduction
While there's no magic formula to determine exactly how long a research paper introduction should be, there are a few guidelines. Some variables that impact the ideal introduction length include:
Field of study
Complexity of the topic
Specific requirements of the course or publication
A commonly recommended length of a research paper introduction is around 10% of the total paper’s length. So, a ten-page paper has a one-page introduction. If the topic is complex, it may require more background to craft a compelling intro. Humanities papers tend to have longer introductions than those of the hard sciences.
The best way to craft an introduction of the right length is to focus on clarity and conciseness. Tell the reader only what is necessary to set up your research. An introduction edited down with this goal in mind should end up at an acceptable length.
- Evaluating successful research paper introductions
A good way to gauge how to create a great introduction is by looking at examples from across your field. The most influential and well-regarded papers should provide some insights into what makes a good introduction.
Dissecting examples: what works and why
We can make some general assumptions by looking at common elements of a good introduction, regardless of the field of research.
A common structure is to start with a broad context, and then narrow that down to specific research questions or hypotheses. This creates a funnel that establishes the scope and relevance.
The most effective introductions are careful about the assumptions they make regarding reader knowledge. By clearly defining key terms and concepts instead of assuming the reader is familiar with them, these introductions set a more solid foundation for understanding.
To pull in the reader and make that all-important good first impression, excellent research paper introductions will often incorporate a compelling narrative or some striking fact that grabs the reader's attention.
Finally, good introductions provide clear citations from past research to back up the claims they're making. In the case of argumentative papers or essays (those that take a stance on a topic or issue), a strong thesis statement compels the reader to continue reading.
Common pitfalls to avoid in research paper introductions
You can also learn what not to do by looking at other research papers. Many authors have made mistakes you can learn from.
We've talked about the need to be clear and concise. Many introductions fail at this; they're verbose, vague, or otherwise fail to convey the research problem or hypothesis efficiently. This often comes in the form of an overemphasis on background information, which obscures the main research focus.
Ensure your introduction provides the proper emphasis and excitement around your research and its significance. Otherwise, fewer people will want to read more about it.
- Crafting a compelling introduction for a research paper
Let’s take a look at the steps required to craft an introduction that pulls readers in and compels them to learn more about your research.
Step 1: Capturing interest and setting the scene
To capture the reader's interest immediately, begin your introduction with a compelling question, a surprising fact, a provocative quote, or some other mechanism that will hook readers and pull them further into the paper.
As they continue reading, the introduction should contextualize your research within the current field, showing readers its relevance and importance. Clarify any essential terms that will help them better understand what you're saying. This keeps the fundamentals of your research accessible to all readers from all backgrounds.
Step 2: Building a solid foundation with background information
Including background information in your introduction serves two major purposes:
It helps to clarify the topic for the reader
It establishes the depth of your research
The approach you take when conveying this information depends on the type of paper.
For argumentative papers, you'll want to develop engaging background narratives. These should provide context for the argument you'll be presenting.
For empirical papers, highlighting past research is the key. Often, there will be some questions that weren't answered in those past papers. If your paper is focused on those areas, those papers make ideal candidates for you to discuss and critique in your introduction.
Step 3: Pinpointing the research challenge
To capture the attention of the reader, you need to explain what research challenges you'll be discussing.
For argumentative papers, this involves articulating why the argument you'll be making is important. What is its relevance to current discussions or problems? What is the potential impact of people accepting or rejecting your argument?
For empirical papers, explain how your research is addressing a gap in existing knowledge. What new insights or contributions will your research bring to your field?
Step 4: Clarifying your research aims and objectives
We mentioned earlier that the introduction to a research paper can serve as a roadmap for what's within. We've also frequently discussed the need for clarity. This step addresses both of these.
When writing an argumentative paper, craft a thesis statement with impact. Clearly articulate what your position is and the main points you intend to present. This will map out for the reader exactly what they'll get from reading the rest.
For empirical papers, focus on formulating precise research questions and hypotheses. Directly link them to the gaps or issues you've identified in existing research to show the reader the precise direction your research paper will take.
Step 5: Sketching the blueprint of your study
Continue building a roadmap for your readers by designing a structured outline for the paper. Guide the reader through your research journey, explaining what the different sections will contain and their relationship to one another.
This outline should flow seamlessly as you move from section to section. Creating this outline early can also help guide the creation of the paper itself, resulting in a final product that's better organized. In doing so, you'll craft a paper where each section flows intuitively from the next.
Step 6: Integrating your research question
To avoid letting your research question get lost in background information or clarifications, craft your introduction in such a way that the research question resonates throughout. The research question should clearly address a gap in existing knowledge or offer a new perspective on an existing problem.
Tell users your research question explicitly but also remember to frequently come back to it. When providing context or clarification, point out how it relates to the research question. This keeps your focus where it needs to be and prevents the topic of the paper from becoming under-emphasized.
Step 7: Establishing the scope and limitations
So far, we've talked mostly about what's in the paper and how to convey that information to readers. The opposite is also important. Information that's outside the scope of your paper should be made clear to the reader in the introduction so their expectations for what is to follow are set appropriately.
Similarly, be honest and upfront about the limitations of the study. Any constraints in methodology, data, or how far your findings can be generalized should be fully communicated in the introduction.
Step 8: Concluding the introduction with a promise
The final few lines of the introduction are your last chance to convince people to continue reading the rest of the paper. Here is where you should make it very clear what benefit they'll get from doing so. What topics will be covered? What questions will be answered? Make it clear what they will get for continuing.
By providing a quick recap of the key points contained in the introduction in its final lines and properly setting the stage for what follows in the rest of the paper, you refocus the reader's attention on the topic of your research and guide them to read more.
- Research paper introduction best practices
Following the steps above will give you a compelling introduction that hits on all the key points an introduction should have. Some more tips and tricks can make an introduction even more polished.
As you follow the steps above, keep the following tips in mind.
Set the right tone and style
Like every piece of writing, a research paper should be written for the audience. That is to say, it should match the tone and style that your academic discipline and target audience expect. This is typically a formal and academic tone, though the degree of formality varies by field.
Kno w the audience
The perfect introduction balances clarity with conciseness. The amount of clarification required for a given topic depends greatly on the target audience. Knowing who will be reading your paper will guide you in determining how much background information is required.
Adopt the CARS (create a research space) model
The CARS model is a helpful tool for structuring introductions. This structure has three parts. The beginning of the introduction establishes the general research area. Next, relevant literature is reviewed and critiqued. The final section outlines the purpose of your study as it relates to the previous parts.
Master the art of funneling
The CARS method is one example of a well-funneled introduction. These start broadly and then slowly narrow down to your specific research problem. It provides a nice narrative flow that provides the right information at the right time. If you stray from the CARS model, try to retain this same type of funneling.
Incorporate narrative element
People read research papers largely to be informed. But to inform the reader, you have to hold their attention. A narrative style, particularly in the introduction, is a great way to do that. This can be a compelling story, an intriguing question, or a description of a real-world problem.
Write the introduction last
By writing the introduction after the rest of the paper, you'll have a better idea of what your research entails and how the paper is structured. This prevents the common problem of writing something in the introduction and then forgetting to include it in the paper. It also means anything particularly exciting in the paper isn’t neglected in the intro.
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How to Write an Introduction For a Research Paper
Learn how to write a strong and efficient research paper introduction by following the suitable structure and avoiding typical errors.
An introduction to any type of paper is sometimes misunderstood as the beginning; yet, an introduction is actually intended to present your chosen subject to the audience in a way that makes it more appealing and leaves your readers thirsty for more information. After the title and abstract , your audience will read the introduction, thus it’s critical to get off to a solid start.
This article includes instructions on how to write an introduction for a research paper that engages the reader in your research. You can produce a strong opening for your research paper if you stick to the format and a few basic principles.
What is An Introduction To a Research Paper?
An introduction is the opening section of a research paper and the section that a reader is likely to read first, in which the objective and goals of the subsequent writing are stated.
The introduction serves numerous purposes. It provides context for your research, explains your topic and objectives, and provides an outline of the work. A solid introduction will establish the tone for the remainder of your paper, enticing readers to continue reading through the methodology , findings, and discussion.
Even though introductions are generally presented at the beginning of a document, we must distinguish an introduction from the beginning of your research. An introduction, as the name implies, is supposed to introduce your subject without extending it. All relevant information and facts should be placed in the body and conclusion, not the introduction.
Structure Of An Introduction
Before explaining how to write an introduction for a research paper , it’s necessary to comprehend a structure that will make your introduction stronger and more straightforward.
A Good Hook
A hook is one of the most effective research introduction openers. A hook’s objective is to stimulate the reader’s interest to read the research paper. There are various approaches you may take to generate a strong hook: startling facts, a question, a brief overview, or even a quotation.
Broad Overview
Following an excellent hook, you should present a wide overview of your major issue and some background information on your research. If you’re unsure about how to begin an essay introduction, the best approach is to offer a basic explanation of your topic before delving into specific issues. Simply said, you should begin with general information and then narrow it down to your relevant topics.
After offering some background information regarding your research’s main topic, go on to give readers a better understanding of what you’ll be covering throughout your research. In this section of your introduction, you should swiftly clarify your important topics in the sequence in which they will be addressed later, gradually introducing your thesis statement. You can use some The following are some critical questions to address in this section of your introduction: Who? What? Where? When? How? And why is that?
Thesis Statement
The thesis statement, which must be stated in the beginning clause of your research since your entire research revolves around it, is the most important component of your research.
A thesis statement presents your audience with a quick overview of the research’s main assertion. In the body section of your work, your key argument is what you will expose or debate about it. An excellent thesis statement is usually very succinct, accurate, explicit, clear, and focused. Typically, your thesis should be at the conclusion of your introductory paragraph/section.
Tips for Writing a Strong Introduction
Aside from the good structure, here are a few tips to make your introduction strong and accurate:
- Keep in mind the aim of your research and make sure your introduction supports it.
- Use an appealing and relevant hook that catches the reader’s attention right away.
- Make it obvious to your readers what your stance is.
- Demonstrate your knowledge of your subject.
- Provide your readers with a road map to help them understand what you will address throughout the research.
- Be succinct – it is advised that your opening introduction consists of around 8-9 percent of the overall amount of words in your article (for example, 160 words for a 2000 words essay).
- Make a strong and unambiguous thesis statement.
- Explain why the article is significant in 1-2 sentences.
- Remember to keep it interesting.
Mistakes to Avoid in Your Introduction
Check out what not to do and what to avoid now that you know the structure and how to write an introduction for a research paper .
- Lacking a feeling of direction or purpose.
- Giving out too much.
- Creating lengthy paragraphs.
- Excessive or insufficient background, literature, and theory.
- Including material that should be placed in the body and conclusion.
- Not writing enough or writing excessively.
- Using too many quotes.
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Microsoft 365 Life Hacks > Writing > How to write an introduction for a research paper
How to write an introduction for a research paper
Beginnings are hard. Beginning a research paper is no exception. Many students—and pros—struggle with how to write an introduction for a research paper.
This short guide will describe the purpose of a research paper introduction and how to create a good one.
![the introduction in a research project a research paper being viewed on a Acer TravelMate B311 2-in-1 on desk with pad of paper.](https://m365contenthub.wpengine.com/en-us/wp-content/uploads/1600x600_how-to-write-an-introduction.jpg)
What is an introduction for a research paper?
Introductions to research papers do a lot of work.
It may seem obvious, but introductions are always placed at the beginning of a paper. They guide your reader from a general subject area to the narrow topic that your paper covers. They also explain your paper’s:
- Scope: The topic you’ll be covering
- Context: The background of your topic
- Importance: Why your research matters in the context of an industry or the world
Your introduction will cover a lot of ground. However, it will only be half of a page to a few pages long. The length depends on the size of your paper as a whole. In many cases, the introduction will be shorter than all of the other sections of your paper.
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Why is an introduction vital to a research paper?
The introduction to your research paper isn’t just important. It’s critical.
Your readers don’t know what your research paper is about from the title. That’s where your introduction comes in. A good introduction will:
- Help your reader understand your topic’s background
- Explain why your research paper is worth reading
- Offer a guide for navigating the rest of the piece
- Pique your reader’s interest
Without a clear introduction, your readers will struggle. They may feel confused when they start reading your paper. They might even give up entirely. Your introduction will ground them and prepare them for the in-depth research to come.
What should you include in an introduction for a research paper?
Research paper introductions are always unique. After all, research is original by definition. However, they often contain six essential items. These are:
- An overview of the topic. Start with a general overview of your topic. Narrow the overview until you address your paper’s specific subject. Then, mention questions or concerns you had about the case. Note that you will address them in the publication.
- Prior research. Your introduction is the place to review other conclusions on your topic. Include both older scholars and modern scholars. This background information shows that you are aware of prior research. It also introduces past findings to those who might not have that expertise.
- A rationale for your paper. Explain why your topic needs to be addressed right now. If applicable, connect it to current issues. Additionally, you can show a problem with former theories or reveal a gap in current research. No matter how you do it, a good rationale will interest your readers and demonstrate why they must read the rest of your paper.
- Describe the methodology you used. Recount your processes to make your paper more credible. Lay out your goal and the questions you will address. Reveal how you conducted research and describe how you measured results. Moreover, explain why you made key choices.
- A thesis statement. Your main introduction should end with a thesis statement. This statement summarizes the ideas that will run through your entire research article. It should be straightforward and clear.
- An outline. Introductions often conclude with an outline. Your layout should quickly review what you intend to cover in the following sections. Think of it as a roadmap, guiding your reader to the end of your paper.
These six items are emphasized more or less, depending on your field. For example, a physics research paper might emphasize methodology. An English journal article might highlight the overview.
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Three tips for writing your introduction
We don’t just want you to learn how to write an introduction for a research paper. We want you to learn how to make it shine.
There are three things you can do that will make it easier to write a great introduction. You can:
- Write your introduction last. An introduction summarizes all of the things you’ve learned from your research. While it can feel good to get your preface done quickly, you should write the rest of your paper first. Then, you’ll find it easy to create a clear overview.
- Include a strong quotation or story upfront. You want your paper to be full of substance. But that doesn’t mean it should feel boring or flat. Add a relevant quotation or surprising anecdote to the beginning of your introduction. This technique will pique the interest of your reader and leave them wanting more.
- Be concise. Research papers cover complex topics. To help your readers, try to write as clearly as possible. Use concise sentences. Check for confusing grammar or syntax . Read your introduction out loud to catch awkward phrases. Before you finish your paper, be sure to proofread, too. Mistakes can seem unprofessional.
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How to Write a Research Introduction
Last Updated: December 6, 2023 Fact Checked
This article was co-authored by Megan Morgan, PhD . Megan Morgan is a Graduate Program Academic Advisor in the School of Public & International Affairs at the University of Georgia. She earned her PhD in English from the University of Georgia in 2015. There are 7 references cited in this article, which can be found at the bottom of the page. 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 2,656,504 times.
The introduction to a research paper can be the most challenging part of the paper to write. The length of the introduction will vary depending on the type of research paper you are writing. An introduction should announce your topic, provide context and a rationale for your work, before stating your research questions and hypothesis. Well-written introductions set the tone for the paper, catch the reader's interest, and communicate the hypothesis or thesis statement.
Introducing the Topic of the Paper
![the introduction in a research project Step 1 Announce your research topic.](https://www.wikihow.com/images/thumb/5/53/Write-a-Research-Introduction-Step-1-Version-2.jpg/v4-460px-Write-a-Research-Introduction-Step-1-Version-2.jpg)
- In scientific papers this is sometimes known as an "inverted triangle", where you start with the broadest material at the start, before zooming in on the specifics. [2] X Research source
- The sentence "Throughout the 20th century, our views of life on other planets have drastically changed" introduces a topic, but does so in broad terms.
- It provides the reader with an indication of the content of the essay and encourages them to read on.
![the introduction in a research project Step 2 Consider referring to key words.](https://www.wikihow.com/images/thumb/1/1b/Write-a-Research-Introduction-Step-2-Version-2.jpg/v4-460px-Write-a-Research-Introduction-Step-2-Version-2.jpg)
- For example, if you were writing a paper about the behaviour of mice when exposed to a particular substance, you would include the word "mice", and the scientific name of the relevant compound in the first sentences.
- If you were writing a history paper about the impact of the First World War on gender relations in Britain, you should mention those key words in your first few lines.
![the introduction in a research project Step 3 Define any key terms or concepts.](https://www.wikihow.com/images/thumb/8/8b/Write-a-Research-Introduction-Step-3-Version-2.jpg/v4-460px-Write-a-Research-Introduction-Step-3-Version-2.jpg)
- This is especially important if you are attempting to develop a new conceptualization that uses language and terminology your readers may be unfamiliar with.
![the introduction in a research project Step 4 Introduce the topic through an anecdote or quotation.](https://www.wikihow.com/images/thumb/d/d1/Write-a-Research-Introduction-Step-4-Version-2.jpg/v4-460px-Write-a-Research-Introduction-Step-4-Version-2.jpg)
- If you use an anecdote ensure that is short and highly relevant for your research. It has to function in the same way as an alternative opening, namely to announce the topic of your research paper to your reader.
- For example, if you were writing a sociology paper about re-offending rates among young offenders, you could include a brief story of one person whose story reflects and introduces your topic.
- This kind of approach is generally not appropriate for the introduction to a natural or physical sciences research paper where the writing conventions are different.
Establishing the Context for Your Paper
![the introduction in a research project Step 1 Include a brief literature review.](https://www.wikihow.com/images/thumb/7/7c/Write-a-Research-Introduction-Step-5-Version-2.jpg/v4-460px-Write-a-Research-Introduction-Step-5-Version-2.jpg)
- It is important to be concise in the introduction, so provide an overview on recent developments in the primary research rather than a lengthy discussion.
- You can follow the "inverted triangle" principle to focus in from the broader themes to those to which you are making a direct contribution with your paper.
- A strong literature review presents important background information to your own research and indicates the importance of the field.
![the introduction in a research project Step 2 Use the literature to focus in on your contribution.](https://www.wikihow.com/images/thumb/5/58/Write-a-Research-Introduction-Step-6.jpg/v4-460px-Write-a-Research-Introduction-Step-6.jpg)
- By making clear reference to existing work you can demonstrate explicitly the specific contribution you are making to move the field forward.
- You can identify a gap in the existing scholarship and explain how you are addressing it and moving understanding forward.
![the introduction in a research project Step 3 Elaborate on the rationale of your paper.](https://www.wikihow.com/images/thumb/9/92/Write-a-Research-Introduction-Step-7.jpg/v4-460px-Write-a-Research-Introduction-Step-7.jpg)
- For example, if you are writing a scientific paper you could stress the merits of the experimental approach or models you have used.
- Stress what is novel in your research and the significance of your new approach, but don't give too much detail in the introduction.
- A stated rationale could be something like: "the study evaluates the previously unknown anti-inflammatory effects of a topical compound in order to evaluate its potential clinical uses".
Specifying Your Research Questions and Hypothesis
![the introduction in a research project Step 1 State your research questions.](https://www.wikihow.com/images/thumb/5/57/Write-a-Research-Introduction-Step-8.jpg/v4-460px-Write-a-Research-Introduction-Step-8.jpg)
- The research question or questions generally come towards the end of the introduction, and should be concise and closely focused.
- The research question might recall some of the key words established in the first few sentences and the title of your paper.
- An example of a research question could be "what were the consequences of the North American Free Trade Agreement on the Mexican export economy?"
- This could be honed further to be specific by referring to a particular element of the Free Trade Agreement and the impact on a particular industry in Mexico, such as clothing manufacture.
- A good research question should shape a problem into a testable hypothesis.
![the introduction in a research project Step 2 Indicate your hypothesis.](https://www.wikihow.com/images/thumb/9/99/Write-a-Research-Introduction-Step-9.jpg/v4-460px-Write-a-Research-Introduction-Step-9.jpg)
- If possible try to avoid using the word "hypothesis" and rather make this implicit in your writing. This can make your writing appear less formulaic.
- In a scientific paper, giving a clear one-sentence overview of your results and their relation to your hypothesis makes the information clear and accessible. [10] X Trustworthy Source PubMed Central Journal archive from the U.S. National Institutes of Health Go to source
- An example of a hypothesis could be "mice deprived of food for the duration of the study were expected to become more lethargic than those fed normally".
![the introduction in a research project Step 3 Outline the structure of your paper.](https://www.wikihow.com/images/thumb/3/3b/Write-a-Research-Introduction-Step-10.jpg/v4-460px-Write-a-Research-Introduction-Step-10.jpg)
- This is not always necessary and you should pay attention to the writing conventions in your discipline.
- In a natural sciences paper, for example, there is a fairly rigid structure which you will be following.
- A humanities or social science paper will most likely present more opportunities to deviate in how you structure your paper.
Research Introduction Help
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- Use your research papers' outline to help you decide what information to include when writing an introduction. Thanks Helpful 0 Not Helpful 1
- Consider drafting your introduction after you have already completed the rest of your research paper. Writing introductions last can help ensure that you don't leave out any major points. Thanks Helpful 0 Not Helpful 0
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- Avoid emotional or sensational introductions; these can create distrust in the reader. Thanks Helpful 51 Not Helpful 12
- Generally avoid using personal pronouns in your introduction, such as "I," "me," "we," "us," "my," "mine," or "our." Thanks Helpful 32 Not Helpful 7
- Don't overwhelm the reader with an over-abundance of information. Keep the introduction as concise as possible by saving specific details for the body of your paper. Thanks Helpful 25 Not Helpful 14
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- ↑ https://library.sacredheart.edu/c.php?g=29803&p=185916
- ↑ https://www.aresearchguide.com/inverted-pyramid-structure-in-writing.html
- ↑ https://libguides.usc.edu/writingguide/introduction
- ↑ https://writing.wisc.edu/Handbook/PlanResearchPaper.html
- ↑ https://dept.writing.wisc.edu/wac/writing-an-introduction-for-a-scientific-paper/
- ↑ https://writing.wisc.edu/handbook/assignments/planresearchpaper/
- ↑ http://www.ncbi.nlm.nih.gov/pmc/articles/PMC3178846/
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To introduce your research paper, use the first 1-2 sentences to describe your general topic, such as “women in World War I.” Include and define keywords, such as “gender relations,” to show your reader where you’re going. Mention previous research into the topic with a phrase like, “Others have studied…”, then transition into what your contribution will be and why it’s necessary. Finally, state the questions that your paper will address and propose your “answer” to them as your thesis statement. For more information from our English Ph.D. co-author about how to craft a strong hypothesis and thesis, keep reading! Did this summary help you? Yes No
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Organizing Academic Research Papers: 4. The Introduction
- Purpose of Guide
- Design Flaws to Avoid
- Glossary of Research Terms
- Narrowing a Topic Idea
- Broadening a Topic Idea
- Extending the Timeliness of a Topic Idea
- Academic Writing Style
- Choosing a Title
- Making an Outline
- Paragraph Development
- Executive Summary
- Background Information
- The Research Problem/Question
- Theoretical Framework
- Citation Tracking
- Content Alert Services
- Evaluating Sources
- Primary Sources
- Secondary Sources
- Tertiary Sources
- What Is Scholarly vs. Popular?
- Qualitative Methods
- Quantitative Methods
- Using Non-Textual Elements
- Limitations of the Study
- Common Grammar Mistakes
- Avoiding Plagiarism
- Footnotes or Endnotes?
- Further Readings
- Annotated Bibliography
- Dealing with Nervousness
- Using Visual Aids
- Grading Someone Else's Paper
- How to Manage Group Projects
- Multiple Book Review Essay
- Reviewing Collected Essays
- About Informed Consent
- Writing Field Notes
- Writing a Policy Memo
- Writing a Research Proposal
- Acknowledgements
The introduction serves the purpose of leading the reader from a general subject area to a particular field of research. It establishes the context of the research being conducted by summarizing current understanding and background information about the topic, stating the purpose of the work in the form of the hypothesis, question, or research problem, briefly explaining your rationale, methodological approach, highlighting the potential outcomes your study can reveal, and describing the remaining structure of the paper.
Key Elements of the Research Proposal. Prepared under the direction of the Superintendent and by the 2010 Curriculum Design and Writing Team. Baltimore County Public Schools.
Importance of a Good Introduction
Think of the introduction as a mental road map that must answer for the reader these four questions:
- What was I studying?
- Why was this topic important to investigate?
- What did we know about this topic before I did this study?
- How will this study advance our knowledge?
A well-written introduction is important because, quite simply, you never get a second chance to make a good first impression. The opening paragraph of your paper will provide your readers with their initial impressions about the logic of your argument, your writing style, the overall quality of your research, and, ultimately, the validity of your findings and conclusions. A vague, disorganized, or error-filled introduction will create a negative impression, whereas, a concise, engaging, and well-written introduction will start your readers off thinking highly of your analytical skills, your writing style, and your research approach.
Introductions . The Writing Center. University of North Carolina.
Structure and Writing Style
I. Structure and Approach
The introduction is the broad beginning of the paper that answers three important questions for the reader:
- What is this?
- Why am I reading it?
- What do you want me to think about / consider doing / react to?
Think of the structure of the introduction as an inverted triangle of information. Organize the information so as to present the more general aspects of the topic early in the introduction, then narrow toward the more specific topical information that provides context, finally arriving at your statement of purpose and rationale and, whenever possible, the potential outcomes your study can reveal.
These are general phases associated with writing an introduction:
- Highlighting the importance of the topic, and/or
- Making general statements about the topic, and/or
- Presenting an overview on current research on the subject.
- Opposing an existing assumption, and/or
- Revealing a gap in existing research, and/or
- Formulating a research question or problem, and/or
- Continuing a disciplinary tradition.
- Stating the intent of your study,
- Outlining the key characteristics of your study,
- Describing important results, and
- Giving a brief overview of the structure of the paper.
NOTE: Even though the introduction is the first main section of a research paper, it is often useful to finish the introduction very late in the writing process because the structure of the paper, the reporting and analysis of results, and the conclusion will have been completed and it ensures that your introduction matches the overall structure of your paper.
II. Delimitations of the Study
Delimitations refer to those characteristics that limit the scope and define the conceptual boundaries of your study . This is determined by the conscious exclusionary and inclusionary decisions you make about how to investigate the research problem. In other words, not only should you tell the reader what it is you are studying and why, but you must also acknowledge why you rejected alternative approaches that could have been used to examine the research problem.
Obviously, the first limiting step was the choice of research problem itself. However, implicit are other, related problems that could have been chosen but were rejected. These should be noted in the conclusion of your introduction.
Examples of delimitating choices would be:
- The key aims and objectives of your study,
- The research questions that you address,
- The variables of interest [i.e., the various factors and features of the phenomenon being studied],
- The method(s) of investigation, and
- Any relevant alternative theoretical frameworks that could have been adopted.
Review each of these decisions. You need to not only clearly establish what you intend to accomplish, but to also include a declaration of what the study does not intend to cover. In the latter case, your exclusionary decisions should be based upon criteria stated as, "not interesting"; "not directly relevant"; “too problematic because..."; "not feasible," and the like. Make this reasoning explicit!
NOTE: Delimitations refer to the initial choices made about the broader, overall design of your study and should not be confused with documenting the limitations of your study discovered after the research has been completed.
III. The Narrative Flow
Issues to keep in mind that will help the narrative flow in your introduction :
- Your introduction should clearly identify the subject area of interest . A simple strategy to follow is to use key words from your title in the first few sentences of the introduction. This will help focus the introduction on the topic at the appropriate level and ensures that you get to the primary subject matter quickly without losing focus, or discussing information that is too general.
- Establish context by providing a brief and balanced review of the pertinent published literature that is available on the subject. The key is to summarize for the reader what is known about the specific research problem before you did your analysis. This part of your introduction should not represent a comprehensive literature review but consists of a general review of the important, foundational research literature (with citations) that lays a foundation for understanding key elements of the research problem. See the drop-down tab for "Background Information" for types of contexts.
- Clearly state the hypothesis that you investigated . When you are first learning to write in this format it is okay, and actually preferable, to use a past statement like, "The purpose of this study was to...." or "We investigated three possible mechanisms to explain the...."
- Why did you choose this kind of research study or design? Provide a clear statement of the rationale for your approach to the problem studied. This will usually follow your statement of purpose in the last paragraph of the introduction.
IV. Engaging the Reader
The overarching goal of your introduction is to make your readers want to read your paper. The introduction should grab your reader's attention. Strategies for doing this can be to:
- Open with a compelling story,
- Include a strong quotation or a vivid, perhaps unexpected anecdote,
- Pose a provocative or thought-provoking question,
- Describe a puzzling scenario or incongruity, or
- Cite a stirring example or case study that illustrates why the research problem is important.
NOTE: Only choose one strategy for engaging your readers; avoid giving an impression that your paper is more flash than substance.
Freedman, Leora and Jerry Plotnick. Introductions and Conclusions . University College Writing Centre. University of Toronto; Introduction . The Structure, Format, Content, and Style of a Journal-Style Scientific Paper. Department of Biology. Bates College; Introductions . The Writing Center. University of North Carolina; Introductions . The Writer’s Handbook. Writing Center. University of Wisconsin, Madison; Introductions, Body Paragraphs, and Conclusions for an Argument Paper. The Writing Lab and The OWL. Purdue University; Resources for Writers: Introduction Strategies . Program in Writing and Humanistic Studies. Massachusetts Institute of Technology; Sharpling, Gerald. Writing an Introduction . Centre for Applied Linguistics, University of Warwick; Writing Your Introduction. Department of English Writing Guide. George Mason University.
Writing Tip
Avoid the "Dictionary" Introduction
Giving the dictionary definition of words related to the research problem may appear appropriate because it is important to define specific words or phrases with which readers may be unfamiliar. However, anyone can look a word up in the dictionary and a general dictionary is not a particularly authoritative source. It doesn't take into account the context of your topic and doesn't offer particularly detailed information. Also, placed in the context of a particular discipline, a term may have a different meaning than what is found in a general dictionary. If you feel that you must seek out an authoritative definition, try to find one that is from subject specific dictionaries or encyclopedias [e.g., if you are a sociology student, search for dictionaries of sociology].
Saba, Robert. The College Research Paper . Florida International University; Introductions . The Writing Center. University of North Carolina.
Another Writing Tip
When Do I Begin?
A common question asked at the start of any paper is, "where should I begin?" An equally important question to ask yourself is, "When do I begin?" Research problems in the social sciences rarely rest in isolation from the history of the issue being investigated. It is, therefore, important to lay a foundation for understanding the historical context underpinning the research problem. However, this information should be brief and succinct and begin at a point in time that best informs the reader of study's overall importance. For example, a study about coffee cultivation and export in West Africa as a key stimulus for local economic growth needs to describe the beginning of exporting coffee in the region and establishing why economic growth is important. You do not need to give a long historical explanation about coffee exportation in Africa. If a research problem demands a substantial exploration of historical context, do this in the literature review section; note in the introduction as part of your "roadmap" [see below] that you covering this in the literature review.
Yet Another Writing Tip
Always End with a Roadmap
The final paragraph or sentences of your introduction should forecast your main arguments and conclusions and provide a description of the rest of the paper [a "roadmap"] that let's the reader know where you are going and what to expect.
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Writing an Introduction
Ask these questions:
What is it?
It has two parts:
1. A general introduction to the topic you will be discussing 2. Your Thesis Statement
When do I do it?
How do I do it?
Some Examples:
Example 1 Teenagers in many American cities have been involved in more gangs in the last five years than ever before. These gangs of teens have been committing a lot of violent crimes. The victims of these crimes are both gang members and people outside of gangs. Many people do not want to travel to areas in our cities because of the danger from this problem. For this terrible situation to stop, it is going to take a combined effort on the part of many people. Excellent, supervised after-school programs, more jobs available for teens, and healthy family relationships will go a long way towards ending this crisis in our society. Example 2 During the Middle Ages in Europe and the Middle East there was much armed conflict between Christians and Muslims. Christians called these conflicts the Crusades because they were fighting under the sign of the cross to save the holy lands of the Bible from being desecrated by non-Christians. However, the true reason for fighting for these lands was less than holy. It was mainly a desire for economic gain that prompted the Christian leaders to send soldiers to fight in the Holy Land.
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How to do a research project for your academic study
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Writing a research report is part of most university degrees, so it is essential you know what one is and how to write one. This guide on how to do a research project for your university degree shows you what to do at each stage, taking you from planning to finishing the project.
What is a research project?
The big question is: what is a research project? A research project for students is an extended essay that presents a question or statement for analysis and evaluation. During a research project, you will present your own ideas and research on a subject alongside analysing existing knowledge.
How to write a research report
The next section covers the research project steps necessary to producing a research paper.
Developing a research question or statement
Research project topics will vary depending on the course you study. The best research project ideas develop from areas you already have an interest in and where you have existing knowledge.
The area of study needs to be specific as it will be much easier to cover fully. If your topic is too broad, you are at risk of not having an in-depth project. You can, however, also make your topic too narrow and there will not be enough research to be done. To make sure you don’t run into either of these problems, it’s a great idea to create sub-topics and questions to ensure you are able to complete suitable research.
A research project example question would be: How will modern technologies change the way of teaching in the future?
Finding and evaluating sources
Secondary research is a large part of your research project as it makes up the literature review section. It is essential to use credible sources as failing to do so may decrease the validity of your research project.
Examples of secondary research include:
- Peer-reviewed journals
- Scholarly articles
- Newspapers
Great places to find your sources are the University library and Google Scholar. Both will give you many opportunities to find the credible sources you need. However, you need to make sure you are evaluating whether they are fit for purpose before including them in your research project as you do not want to include out of date information.
When evaluating sources, you need to ask yourself:
- Is the information provided by an expert?
- How well does the source answer the research question?
- What does the source contribute to its field?
- Is the source valid? e.g. does it contain bias and is the information up-to-date?
It is important to ensure that you have a variety of sources in order to avoid bias. A successful research paper will present more than one point of view and the best way to do this is to not rely too heavily on just one author or publication.
Conducting research
For a research project, you will need to conduct primary research. This is the original research you will gather to further develop your research project. The most common types of primary research are interviews and surveys as these allow for many and varied results.
Examples of primary research include:
- Interviews and surveys
- Focus groups
- Experiments
- Research diaries
If you are looking to study in the UK and have an interest in bettering your research skills, The University of Sheffield is a world top 100 research university which will provide great research opportunities and resources for your project.
Research report format
Now that you understand the basics of how to write a research project, you now need to look at what goes into each section. The research project format is just as important as the research itself. Without a clear structure you will not be able to present your findings concisely.
A research paper is made up of seven sections: introduction, literature review, methodology, findings and results, discussion, conclusion, and references. You need to make sure you are including a list of correctly cited references to avoid accusations of plagiarism.
Introduction
The introduction is where you will present your hypothesis and provide context for why you are doing the project. Here you will include relevant background information, present your research aims and explain why the research is important.
Literature review
The literature review is where you will analyse and evaluate existing research within your subject area. This section is where your secondary research will be presented. A literature review is an integral part of your research project as it brings validity to your research aims.
What to include when writing your literature review:
- A description of the publications
- A summary of the main points
- An evaluation on the contribution to the area of study
- Potential flaws and gaps in the research
Methodology
The research paper methodology outlines the process of your data collection. This is where you will present your primary research. The aim of the methodology section is to answer two questions:
- Why did you select the research methods you used?
- How do these methods contribute towards your research hypothesis?
In this section you will not be writing about your findings, but the ways in which you are going to try and achieve them. You need to state whether your methodology will be qualitative, quantitative, or mixed.
- Qualitative – first hand observations such as interviews, focus groups, case studies and questionnaires. The data collected will generally be non-numerical.
- Quantitative – research that deals in numbers and logic. The data collected will focus on statistics and numerical patterns.
- Mixed – includes both quantitative and qualitative research.
The methodology section should always be written in the past tense, even if you have already started your data collection.
Findings and results
In this section you will present the findings and results of your primary research. Here you will give a concise and factual summary of your findings using tables and graphs where appropriate.
Discussion
The discussion section is where you will talk about your findings in detail. Here you need to relate your results to your hypothesis, explaining what you found out and the significance of the research.
It is a good idea to talk about any areas with disappointing or surprising results and address the limitations within the research project. This will balance your project and steer you away from bias.
Some questions to consider when writing your discussion:
- To what extent was the hypothesis supported?
- Was your research method appropriate?
- Was there unexpected data that affected your results?
- To what extent was your research validated by other sources?
Conclusion
The conclusion is where you will bring your research project to a close. In this section you will not only be restating your research aims and how you achieved them, but also discussing the wider significance of your research project. You will talk about the successes and failures of the project, and how you would approach further study.
It is essential you do not bring any new ideas into your conclusion; this section is used only to summarise what you have already stated in the project.
References
As a research project is your own ideas blended with information and research from existing knowledge, you must include a list of correctly cited references. Creating a list of references will allow the reader to easily evaluate the quality of your secondary research whilst also saving you from potential plagiarism accusations.
The way in which you cite your sources will vary depending on the university standard.
If you are an international student looking to study a degree in the UK , The University of Sheffield International College has a range of pathway programmes to prepare you for university study. Undertaking a Research Project is one of the core modules for the Pre-Masters programme at The University of Sheffield International College.
Frequently Asked Questions
What is the best topic for research .
It’s a good idea to choose a topic you have existing knowledge on, or one that you are interested in. This will make the research process easier; as you have an idea of where and what to look for in your sources, as well as more enjoyable as it’s a topic you want to know more about.
What should a research project include?
There are seven main sections to a research project, these are:
- Introduction – the aims of the project and what you hope to achieve
- Literature review – evaluating and reviewing existing knowledge on the topic
- Methodology – the methods you will use for your primary research
- Findings and results – presenting the data from your primary research
- Discussion – summarising and analysing your research and what you have found out
- Conclusion – how the project went (successes and failures), areas for future study
- List of references – correctly cited sources that have been used throughout the project.
How long is a research project?
The length of a research project will depend on the level study and the nature of the subject. There is no one length for research papers, however the average dissertation style essay can be anywhere from 4,000 to 15,000+ words.
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How to write a research proposal?
Department of Anaesthesiology, Bangalore Medical College and Research Institute, Bengaluru, Karnataka, India
Devika Rani Duggappa
Writing the proposal of a research work in the present era is a challenging task due to the constantly evolving trends in the qualitative research design and the need to incorporate medical advances into the methodology. The proposal is a detailed plan or ‘blueprint’ for the intended study, and once it is completed, the research project should flow smoothly. Even today, many of the proposals at post-graduate evaluation committees and application proposals for funding are substandard. A search was conducted with keywords such as research proposal, writing proposal and qualitative using search engines, namely, PubMed and Google Scholar, and an attempt has been made to provide broad guidelines for writing a scientifically appropriate research proposal.
INTRODUCTION
A clean, well-thought-out proposal forms the backbone for the research itself and hence becomes the most important step in the process of conduct of research.[ 1 ] The objective of preparing a research proposal would be to obtain approvals from various committees including ethics committee [details under ‘Research methodology II’ section [ Table 1 ] in this issue of IJA) and to request for grants. However, there are very few universally accepted guidelines for preparation of a good quality research proposal. A search was performed with keywords such as research proposal, funding, qualitative and writing proposals using search engines, namely, PubMed, Google Scholar and Scopus.
Five ‘C’s while writing a literature review
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BASIC REQUIREMENTS OF A RESEARCH PROPOSAL
A proposal needs to show how your work fits into what is already known about the topic and what new paradigm will it add to the literature, while specifying the question that the research will answer, establishing its significance, and the implications of the answer.[ 2 ] The proposal must be capable of convincing the evaluation committee about the credibility, achievability, practicality and reproducibility (repeatability) of the research design.[ 3 ] Four categories of audience with different expectations may be present in the evaluation committees, namely academic colleagues, policy-makers, practitioners and lay audiences who evaluate the research proposal. Tips for preparation of a good research proposal include; ‘be practical, be persuasive, make broader links, aim for crystal clarity and plan before you write’. A researcher must be balanced, with a realistic understanding of what can be achieved. Being persuasive implies that researcher must be able to convince other researchers, research funding agencies, educational institutions and supervisors that the research is worth getting approval. The aim of the researcher should be clearly stated in simple language that describes the research in a way that non-specialists can comprehend, without use of jargons. The proposal must not only demonstrate that it is based on an intelligent understanding of the existing literature but also show that the writer has thought about the time needed to conduct each stage of the research.[ 4 , 5 ]
CONTENTS OF A RESEARCH PROPOSAL
The contents or formats of a research proposal vary depending on the requirements of evaluation committee and are generally provided by the evaluation committee or the institution.
In general, a cover page should contain the (i) title of the proposal, (ii) name and affiliation of the researcher (principal investigator) and co-investigators, (iii) institutional affiliation (degree of the investigator and the name of institution where the study will be performed), details of contact such as phone numbers, E-mail id's and lines for signatures of investigators.
The main contents of the proposal may be presented under the following headings: (i) introduction, (ii) review of literature, (iii) aims and objectives, (iv) research design and methods, (v) ethical considerations, (vi) budget, (vii) appendices and (viii) citations.[ 4 ]
Introduction
It is also sometimes termed as ‘need for study’ or ‘abstract’. Introduction is an initial pitch of an idea; it sets the scene and puts the research in context.[ 6 ] The introduction should be designed to create interest in the reader about the topic and proposal. It should convey to the reader, what you want to do, what necessitates the study and your passion for the topic.[ 7 ] Some questions that can be used to assess the significance of the study are: (i) Who has an interest in the domain of inquiry? (ii) What do we already know about the topic? (iii) What has not been answered adequately in previous research and practice? (iv) How will this research add to knowledge, practice and policy in this area? Some of the evaluation committees, expect the last two questions, elaborated under a separate heading of ‘background and significance’.[ 8 ] Introduction should also contain the hypothesis behind the research design. If hypothesis cannot be constructed, the line of inquiry to be used in the research must be indicated.
Review of literature
It refers to all sources of scientific evidence pertaining to the topic in interest. In the present era of digitalisation and easy accessibility, there is an enormous amount of relevant data available, making it a challenge for the researcher to include all of it in his/her review.[ 9 ] It is crucial to structure this section intelligently so that the reader can grasp the argument related to your study in relation to that of other researchers, while still demonstrating to your readers that your work is original and innovative. It is preferable to summarise each article in a paragraph, highlighting the details pertinent to the topic of interest. The progression of review can move from the more general to the more focused studies, or a historical progression can be used to develop the story, without making it exhaustive.[ 1 ] Literature should include supporting data, disagreements and controversies. Five ‘C's may be kept in mind while writing a literature review[ 10 ] [ Table 1 ].
Aims and objectives
The research purpose (or goal or aim) gives a broad indication of what the researcher wishes to achieve in the research. The hypothesis to be tested can be the aim of the study. The objectives related to parameters or tools used to achieve the aim are generally categorised as primary and secondary objectives.
Research design and method
The objective here is to convince the reader that the overall research design and methods of analysis will correctly address the research problem and to impress upon the reader that the methodology/sources chosen are appropriate for the specific topic. It should be unmistakably tied to the specific aims of your study.
In this section, the methods and sources used to conduct the research must be discussed, including specific references to sites, databases, key texts or authors that will be indispensable to the project. There should be specific mention about the methodological approaches to be undertaken to gather information, about the techniques to be used to analyse it and about the tests of external validity to which researcher is committed.[ 10 , 11 ]
The components of this section include the following:[ 4 ]
Population and sample
Population refers to all the elements (individuals, objects or substances) that meet certain criteria for inclusion in a given universe,[ 12 ] and sample refers to subset of population which meets the inclusion criteria for enrolment into the study. The inclusion and exclusion criteria should be clearly defined. The details pertaining to sample size are discussed in the article “Sample size calculation: Basic priniciples” published in this issue of IJA.
Data collection
The researcher is expected to give a detailed account of the methodology adopted for collection of data, which include the time frame required for the research. The methodology should be tested for its validity and ensure that, in pursuit of achieving the results, the participant's life is not jeopardised. The author should anticipate and acknowledge any potential barrier and pitfall in carrying out the research design and explain plans to address them, thereby avoiding lacunae due to incomplete data collection. If the researcher is planning to acquire data through interviews or questionnaires, copy of the questions used for the same should be attached as an annexure with the proposal.
Rigor (soundness of the research)
This addresses the strength of the research with respect to its neutrality, consistency and applicability. Rigor must be reflected throughout the proposal.
It refers to the robustness of a research method against bias. The author should convey the measures taken to avoid bias, viz. blinding and randomisation, in an elaborate way, thus ensuring that the result obtained from the adopted method is purely as chance and not influenced by other confounding variables.
Consistency
Consistency considers whether the findings will be consistent if the inquiry was replicated with the same participants and in a similar context. This can be achieved by adopting standard and universally accepted methods and scales.
Applicability
Applicability refers to the degree to which the findings can be applied to different contexts and groups.[ 13 ]
Data analysis
This section deals with the reduction and reconstruction of data and its analysis including sample size calculation. The researcher is expected to explain the steps adopted for coding and sorting the data obtained. Various tests to be used to analyse the data for its robustness, significance should be clearly stated. Author should also mention the names of statistician and suitable software which will be used in due course of data analysis and their contribution to data analysis and sample calculation.[ 9 ]
Ethical considerations
Medical research introduces special moral and ethical problems that are not usually encountered by other researchers during data collection, and hence, the researcher should take special care in ensuring that ethical standards are met. Ethical considerations refer to the protection of the participants' rights (right to self-determination, right to privacy, right to autonomy and confidentiality, right to fair treatment and right to protection from discomfort and harm), obtaining informed consent and the institutional review process (ethical approval). The researcher needs to provide adequate information on each of these aspects.
Informed consent needs to be obtained from the participants (details discussed in further chapters), as well as the research site and the relevant authorities.
When the researcher prepares a research budget, he/she should predict and cost all aspects of the research and then add an additional allowance for unpredictable disasters, delays and rising costs. All items in the budget should be justified.
Appendices are documents that support the proposal and application. The appendices will be specific for each proposal but documents that are usually required include informed consent form, supporting documents, questionnaires, measurement tools and patient information of the study in layman's language.
As with any scholarly research paper, you must cite the sources you used in composing your proposal. Although the words ‘references and bibliography’ are different, they are used interchangeably. It refers to all references cited in the research proposal.
Successful, qualitative research proposals should communicate the researcher's knowledge of the field and method and convey the emergent nature of the qualitative design. The proposal should follow a discernible logic from the introduction to presentation of the appendices.
Financial support and sponsorship
Conflicts of interest.
There are no conflicts of interest.
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How to write a research proposal
Advice and guidance on writing a proposal for a student research project.
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Purpose of a Research Proposal
A research proposal should describe what you will investigate, why it is important to the discipline and how you will conduct your research.
Simply put, it is your plan for the research you intend to conduct. All research proposals are designed to persuade someone about how and why your intended project is worthwhile.
In your proposal you will need to explain and defend your choices. Always think about the exact reasons why you are making specific choices and why they are the best options available to you and your project.
Your research proposal aims should be centred on:
- Relevance - You want to convince the reader how and why your research is relevant and significant to your field and how it is original. This is typically done in parts of the introduction and the literature review.
- Context - You should demonstrate that you are familiar with the field, you understand the current state of research on the topic and your ideas have a strong academic basis (i.e., not simply based on your instincts or personal views). This will be the focus of your introduction and literature review.
- Approach - You need to make a case for your methodology, showing that you have carefully thought about the data, tools and procedures you will need to conduct the research. You need to explicitly defend all of your choices. This will be presented in the research design section.
- Feasibility - You need to demonstrate clearly that your project is both reasonable and feasible within the practical constraints of the course, timescales, institution or funding. You need to make sure you have the time and access to resources to complete the project in a reasonable period.
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Our Research Writing workshop will look at some of the main writing challenges associated with writing a large-scale research project and look at strategies to manage your writing on a day-to-day basis. It will identify ways to plan, organise and map out the structure of your writing to allow you to develop an effective writing schedule and make continuous progress on your dissertation project.
Proposal format
The format of a research proposal varies between fields and levels of study but most proposals should contain at least these elements: introduction, literature review, research design and reference list.
Generally, research proposals can range from 500-1500 words or one to a few pages long. Typically, proposals for larger projects such as a PhD dissertation or funding requests, are longer and much more detailed.
Remember, the goal of your research proposal is to outline clearly and concisely exactly what your research will entail and accomplish, how it will do so and why it is important. If you are writing to a strictly enforced word count, a research proposal can be a great test of your ability to express yourself concisely!
Introduction
The first part of your proposal is the initial pitch for your project, so make sure it succinctly explains what you want to do and why. In other words, this is where you answer the reader’s “so what?” It should typically include: introducing the topic , outlining your problem statement and research question(s) and giving background and context. Some important questions to shape your introduction include:
- Who has an interest in the topic (e.g. scientists, practitioners, policymakers, particular members of society)?
- How much is already known about the problem and why is it important?
- What is missing from current knowledge and why?
- What new insights will your research contribute?
- Why is this research worth doing?
If your proposal is very long, you might include separate sections with more detailed information on the background and context, problem statement, aims and objectives, and importance of the research.
Literature Review
It’s important to show that you’re familiar with the most important research on your topic. A strong literature review convinces the reader that your project has a solid foundation in existing knowledge or theory (i.e. how it relates to established research in the field).
Your literature review will also show that you’re not simply repeating what other people have already done or said. This is also where you explain why your research is necessary. You might want to consider some of the following prompts:
- Comparing and contrasting: what are the main theories, methods, debates and controversies?
- Being critical: what are the strengths and weaknesses of different approaches?
- Showing how your research fits in: how will you build on, challenge or synthesise the work of others?
- Filling a gap in the existing body of research: why is your idea innovative?
Research design and methods
Following the literature review, it is a good idea to restate your main objectives, bringing the focus back to your own project. The research design/ methodology section should describe the overall approach and practical steps you will take to answer your research questions. You also need to demonstrate the feasibility of the project keeping in mind time and other constraints.
You should definitely include:
- Qualitative vs quantitative research? Combination?
- Will you collect original data or work with primary/secondary sources?
- Is your research design descriptive, correlational or experimental? Something completely different?
- If you are undertaking your own study, when and where will you collect the data? How will you select subjects or sources? Ethics review? Exactly what or who will you study?
- What tools and procedures will you use (e.g. systematic reviews, surveys, interviews, observation, experiments, bibliographic data) to collect your data?
- What tools/methods will you use to analyse your data?
- Why are these the best methods to answer your research question(s)? This is where you should justify your choices.
- How much time will you need to collect the data?
- How will you gain access to participants and sources?
- Do you foresee any potential obstacles and if so, how will you address them?
Make sure you are not simply compiling a list of methods. Instead, aim to make an argument for why this is the most appropriate, valid and reliable way to approach answering your question. Remember you should always be defending your choices!
Implications and Contributions to Knowledge
To ensure you finish your proposal on a strong note, it is a good idea to explore and/or emphasise the potential implications of the research. This means: what do you intend to contribute to existing knowledge on the topic?
Although you cannot know the results of your research until you have actually done the work, you should be going into the project with a clear idea of how your work will contribute to your field. This section might even be considered the most critical to your research proposal’s argument because it expresses exactly why your research is necessary.
You should consider covering at least some of the following topics:
- Ways in which your work can challenge existing theories and assumptions in your field.
- How your work will create the foundation for future research and theory.
- The practical value your findings will provide to practitioners, educators and other academics in your field.
- The problems or issues your work can potentially help to resolve.
- Policies that could be impacted by your findings.
- How your findings can be implemented in academia or other settings and how this will improve or otherwise transform these settings.
This part is not about stating the specific results that you expect to obtain but rather, this is the section where you explicitly state how your findings will be valuable.
This section is where you want to wrap it all up in a nice pretty bow. It is just like the concluding paragraph that you would structure and craft for a typical essay, see our essay planning template for guidance. You should briefly summarise your research proposal and reinforce your research purpose.
Reference List or Bibliography
Your research proposal MUST include proper citations for every source you have used and full references. Please consult your departmental referencing styles to ensure you are citing and referencing in an appropriate way.
Common mistakes to avoid
Try and avoid these common pitfalls when you are writing your research proposal:
- Being too wordy: Remember formal does not mean flowery or pretentious. In fact, you should really aim to keep your writing as concise and accessible as possible. The more economically you can express your goals and ideas, the better.
- Failing to cite relevant information/sources: You are adding to the existing body of knowledge on the subject you are covering. Therefore, your research proposal should reference the main research pieces in your field (while referencing them correctly!) and connect your proposal to these works in some way. This does not mean just communicating the relevance of your work, it should explicitly demonstrate your familiarity with the field.
- Focusing too much on minor issues: Your research is most likely important for so many great reasons. However, they do not all need to be listed in your research proposal. Generally, including too many questions and issues in your research proposal can serve as a red flag and detract from your main purpose(s). This will in turn weaken your proposal. Only involve the main/key issues you plan to address.
- Failing to make a strong argument for your research: This is the simplest way to undermine your proposal. Your proposal is a piece of persuasive and critical writing . This means that, although you are presenting your proposal in an academic and hopefully objective manner, the goal is to get the reader to say ‘yes’ to your work.
- Not polishing your writing : If your proposal has spelling or grammatical errors, an inconsistent or inappropriate tone or even just awkward phrasing it can undermine your credibility. Check out some of these resources to help guide you in the right direction: Manchester Academic Phrasebank , Proofreading Guide , Essay Checklist and Grammar Guide . Remember to double and triple check your work.
Links and Resources
You might also need to include a schedule and/or a budget depending on your requirements. Some tools to help include:
- Guidance for candidates
- Manchester University Academic Phrasebank
- Leeds Beckett Assignment Calculator
- Calendarpedia
For guidance regarding specific research proposals (including templates), please check with your specific departments.
Related information
Dissertation planning
Writing a literature review
Research methods
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Chapter 11: Key Elements of the Research Project
Strategies for Conducting Literary Research, 2e Copyright © 2021 by Barry Mauer & John Venecek is licensed under a Creative Commons Attribution-NonCommercial-ShareAlike 4.0 International License , except where otherwise noted.
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Living Nations, Living Words: A Guide for Educators
Introduction.
- Themes and Touchpoints
- Story Map as a Starting Place
- Online Poetry Collection as a Starting Place
- Additional Resources
Teacher Resources : Ask a Librarian
Have a question? Need assistance? Use our online form to ask a librarian for help.
Authors: Kaleena Black, Educational Resources Specialist, Center for Learning, Literacy & Engagement
Anne Holmes, Program Specialist, Literary Initiatives
Created: May 5, 2021
Last Updated: October 27, 2021
Welcome to the educator guide for “Living Nations, Living Words," the signature project of 23rd U.S. Poet Laureate Joy Harjo—the first Native American poet to serve in this position. Harjo’s “Living Nations, Living Words” project gathers and highlights the diverse voices of 47 contemporary Native American poets.
The educator guide presented here is designed to offer you, as teachers, support as you prepare to use “Living Nations, Living Words” with students in grades 7 and above. In the following video, Joy Harjo shares a special message for educators.
The “Living Nations, Living Words” project features two components: a dynamic ArcGIS story map and an online poetry collection. The story map, which includes an introduction and orientation narrative from Joy Harjo, is an interactive online presentation that reflects the poets’ geographical diversity from coast to coast. The online poetry collection presents the poets’ selected works, inviting audiences to read the poems, listen to them as recordings, and hear about them directly from their writers. While the Poet Laureate selected the poets, they decided where to place themselves on the story map, as well as which poems to share and discuss in the collection.
Online Poetry Collection
![the introduction in a research project Screenshot from the Living Nations, Living Words online poetry collection](https://libapps.s3.amazonaws.com/customers/4016/images/living-nations-harjo-collection.png)
This educator guide has taken shape with thoughtful and generous feedback from our advisory committee of teachers recommended by the National Council of Teachers of English (NCTE) External , the National Council for the Social Studies (NCSS) External , and the National Indian Education Association (NIEA) External , other educators, and our colleagues.
This guide aims to support teachers across grade levels and subjects—including language arts and social studies, as well as history, geography, law, science, the arts, and more. The guide includes:
- Selected themes and touchpoints that Joy Harjo identified when developing the project
- Interdisciplinary activities and points of entry to help you and your students approach the "Living Nations, Living Words" project; and
- Selected resources to support broader learning
As the Poet Laureate writes in her introduction to the project, “We understand poetry to be a living language—whether it is in our tribal languages, or in English, or another language … [P]oetry is a tool to uncover the miraculous in the ordinary.” This project represents a celebration of the dynamic, impactful, and meaningful medium of Native poetry.
We hope this educator guide is a helpful tool for exploring the “Living Nations, Living Words” project. We also hope that your students are inspired to contemplate the perspectives and experiences shared in the project, reflect on their own experiences, learn more, make connections, and be creative. Moreover, we hope they nurture an appreciation of the significance, lasting presence, and potential of poetry.
- Next: Themes and Touchpoints >>
- Last Updated: Oct 28, 2021 10:12 AM
- URL: https://guides.loc.gov/living-nations-living-words-educator-guide
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4 EMCC Students Rock U of A Summer Geology Program
![the introduction in a research project Clouds to the Core participants](https://www.estrellamountain.edu/sites/default/files/styles/featured_small_445_312/public/images/news/1174-1.png?itok=v5vZAibQ)
Mountain Lions Generously Compensated During 8-Week Research Opportunity
When Estrella Mountain Community College (EMCC) Geology Professor Zachary Kovach told his students about an eight-week paid geoscience research opportunity at the University of Arizona (U of A) this summer, they wanted in. To be considered for U of A’s Clouds to the Core program, they had to submit a personal statement of interest, their transcripts, and a letter of recommendation. Only 12 students total from community and tribal colleges across the southwest would be accepted. Four Mountain Lions make the cut.
“I don’t think it is common to get four students like we did,” Professor Kovach said. “EMCC represented 33% of the students!”
Clouds to the Core introduces students from two-year colleges to geoscience career opportunities and the opportunity to transfer to the U of A to earn a bachelor’s degree in geosciences after earning their associate degree at EMCC. Although this is the program’s second year, the idea began in 2020 when the U of A’s Drs. Andy Cohen and Kau Thirumalai, reached out to Professor Kovach, wanting to tailor a program to undergraduate/community college-level students.
The program begins with a two-week orientation and project introduction period at the U of A, followed by five weeks of research. Each student is assigned a different research topic and mentors. During the last week of the program, students present their work to their peers, lab mates, mentors, friends, and family. Each student is compensated with free lodging, a $600-per-week stipend, and a $100-per-week food allowance.
“When setting this program up, it was important to discuss who our students are and the fact that most of them are working in some capacity,” Professor Kovach said. “So in order to get these students to go to the U of A for eight weeks or so, they also needed to be compensated. The stipend and room and board are what make this possible for a lot of the students.”
The compensation aspect was especially intriguing to EMCC Environmental Engineering major Justice Gonzales, whose research project involved determining the ocean’s role in the southwest climate.
“I was very excited when I found out I’d been accepted into the program because it meant I would have the security to not have to work other jobs during the summer and be able to learn and further my educational goals,” Justice said. “It was very reassuring to find out that somebody saw enough value in me to compensate me well and let me know my worth going forward.”
Becca Lord agreed.
“I think it's cool that we got paid because I feel like most programs don’t pay their participants,” Becca said. “And it was really nice that we didn’t have to worry about room and board, so we could just focus on our research.”
When Becca found out she’d been accepted into the Clouds to the Core program, she was getting ready to graduate from EMCC with her Associate in General Business. She had very little geoscience background.
“When I found out I’d been accepted, I cried,” Becca said. “I was overwhelmed and in disbelief because I didn’t think a business major with no experience in geoscience would be accepted.”
Becca’s research project, titled “Temporal Constraints on the Cat Mountain Supervolcanic Sequence,” focused on determining if two different types of rocks found within the Tucson Mountain range were equal in age. Becca and her mentors spent a couple of days in the field collecting samples and then running them through various equipment in the lab.
“I was not familiar with any of the lab equipment going into this program, but I was provided with training by my supportive mentors,” Becca said. “I never felt alone in my work, and I knew there was always someone to ask questions of.”
The program gets the students out of their comfort zone, but is very mindful about it, Professor Kovach said.
“They have their faculty mentor as well as undergraduate mentors who went through the program last year,” Professor Kovach said. “So there really is a lot of support, not only research/academically, but also support on campus life, living on their own, having someone to talk to, etc.”
Becca’s research ended up revealing that rocks found in several locations within the Tucson Mountains were of vastly different ages — some 2 million years apart.
“We’re not sure why that is,” Becca said. “It will take more research to determine that. But it tells us that the source of the Cat Mountain Tuff, which is igneous and extrusive — ejected material in an eruption — had to have come from somewhere else, outside of the Tucson Mountains.”
With an Associate in General Business already under her belt, Becca is now working on an Associate in Science with an Emphasis in Geology. Once she completes that degree, she will transfer to the U of A and have the opportunity to continue her research.
“This makes me even more excited since my research left me with so many questions,” Becca said.
Once she transfers to the U of A, she will pursue a bachelor’s in Geoscience and Society, something she is even more confident about now that she has completed the Clouds to the Core program.
“This program provided me with the resources and connections necessary to make the transfer to the U of A, but also to form friendships with people I’ll be transferring with and studying alongside.”
Taiton Grey might be one of them. The dual major — Automated Industrial Technology and Mechanical Engineering — will graduate from EMCC in 2026, transfer to Arizona State University for a bachelor’s in Mechanical Engineering, and then most likely head on down to the U of A for a master’s and PhD in Sustainability and Agriculture. Taiton said the Clouds to the Core program absolutely influenced his choice of major and decision to pursue geoscience.
“For my own personal reasons, I want to get my bachelor’s in engineering because I just like knowing how things work,” Taiton said. “And the jobs I want either want an engineering degree or a geoscience degree so that’s why I am doing my master’s and PhD in the geosciences.”
Taiton, who grew up in Virginia, said his research project, “Sea Level Rise Acceleration After 2010,” hit especially close to home.
“I felt like it was the perfect project for me because my focus was on the acceleration along the Atlantic and Gulf Coasts and most of my family is dispersed along those regions,” he said. “I was even able to use actual photographs from beaches back home in my final presentation.”
Students in the program were assigned roommates and housed in one of the U of A’s dormitories. When they weren’t conducting their own research, they got to know each other, hanging out, sharing meals, and participating in group activities such as hikes and a visit to Biosphere 2. Eden Toliver, an EMCC Anthropology major, said the most rewarding aspect of being in the program was getting to make so many new friends.
“It was great getting to spend time with the other participants,” Eden said. “I hope to stay in touch with most of the other students. I know I'll be staying in touch with Justice since I see Justice a lot around school already.”
Eden’s research project, “Crystal Settling Timescales in Magma,” involved determining how crystals forming and settling in magma affect the properties of the magma, changing how it will erupt. Most of Eden’s time was spent in the lab, filming different-sized acrylic spheres falling into water and oil and analyzing the footage to ascertain their velocity.
“I was definitely busy once I got started on my project,” Eden said. “I still had time to do other things, but I was occupied for most of the day.”
While students grew more comfortable in their research endeavors, they were all a little nervous during their presentations, but Professor Kovach, who drove down to Tucson to support them, said they all did an amazing job.
Dr. Cohen said the program gives students a huge leg up in terms of confidence and readiness to attend a STEM B.S. or B.A. program.
“Our goal specifically is to encourage transfer to the U of A and our Geosciences Department,” Dr. Cohen said. “We provide 6 units of upper-division credit at no cost to the students for those who decide to attend the U of A and major in Geosciences.”
EMCC has transfer partnerships with the University of Arizona, Arizona State University, Northern Arizona University, Grand Canyon University, and more than 40 public, private, and online institutions across the country. Learn more at https://www.estrellamountain.edu/university-transfer .
The application for the 2025 Clouds to the Core summer program will open in the fall. Students can learn more and apply by going to https://c2c.geo.arizona.edu/ and clicking on “Apply Now.”
Frequently asked questions
What should i include in a research paper introduction.
The introduction of a research paper includes several key elements:
- A hook to catch the reader’s interest
- Relevant background on the topic
- Details of your research problem
and your problem statement
- A thesis statement or research question
- Sometimes an overview of the paper
Frequently asked questions: Writing a research paper
A research project is an academic, scientific, or professional undertaking to answer a research question . Research projects can take many forms, such as qualitative or quantitative , descriptive , longitudinal , experimental , or correlational . What kind of research approach you choose will depend on your topic.
The best way to remember the difference between a research plan and a research proposal is that they have fundamentally different audiences. A research plan helps you, the researcher, organize your thoughts. On the other hand, a dissertation proposal or research proposal aims to convince others (e.g., a supervisor, a funding body, or a dissertation committee) that your research topic is relevant and worthy of being conducted.
Formulating a main research question can be a difficult task. Overall, your question should contribute to solving the problem that you have defined in your problem statement .
However, it should also fulfill criteria in three main areas:
- Researchability
- Feasibility and specificity
- Relevance and originality
Research questions anchor your whole project, so it’s important to spend some time refining them.
In general, they should be:
- Focused and researchable
- Answerable using credible sources
- Complex and arguable
- Feasible and specific
- Relevant and original
All research questions should be:
- Focused on a single problem or issue
- Researchable using primary and/or secondary sources
- Feasible to answer within the timeframe and practical constraints
- Specific enough to answer thoroughly
- Complex enough to develop the answer over the space of a paper or thesis
- Relevant to your field of study and/or society more broadly
![the introduction in a research project Writing Strong Research Questions](https://www.scribbr.com/wp-content/uploads/2022/10/Characteristics-of-a-strong-research-question-Scribbr-small-1.webp)
A research aim is a broad statement indicating the general purpose of your research project. It should appear in your introduction at the end of your problem statement , before your research objectives.
Research objectives are more specific than your research aim. They indicate the specific ways you’ll address the overarching aim.
Once you’ve decided on your research objectives , you need to explain them in your paper, at the end of your problem statement .
Keep your research objectives clear and concise, and use appropriate verbs to accurately convey the work that you will carry out for each one.
I will compare …
Your research objectives indicate how you’ll try to address your research problem and should be specific:
Research objectives describe what you intend your research project to accomplish.
They summarize the approach and purpose of the project and help to focus your research.
Your objectives should appear in the introduction of your research paper , at the end of your problem statement .
The main guidelines for formatting a paper in Chicago style are to:
- Use a standard font like 12 pt Times New Roman
- Use 1 inch margins or larger
- Apply double line spacing
- Indent every new paragraph ½ inch
- Include a title page
- Place page numbers in the top right or bottom center
- Cite your sources with author-date citations or Chicago footnotes
- Include a bibliography or reference list
To automatically generate accurate Chicago references, you can use Scribbr’s free Chicago reference generator .
The main guidelines for formatting a paper in MLA style are as follows:
- Use an easily readable font like 12 pt Times New Roman
- Set 1 inch page margins
- Include a four-line MLA heading on the first page
- Center the paper’s title
- Use title case capitalization for headings
- Cite your sources with MLA in-text citations
- List all sources cited on a Works Cited page at the end
To format a paper in APA Style , follow these guidelines:
- Use a standard font like 12 pt Times New Roman or 11 pt Arial
- If submitting for publication, insert a running head on every page
- Apply APA heading styles
- Cite your sources with APA in-text citations
- List all sources cited on a reference page at the end
No, it’s not appropriate to present new arguments or evidence in the conclusion . While you might be tempted to save a striking argument for last, research papers follow a more formal structure than this.
All your findings and arguments should be presented in the body of the text (more specifically in the results and discussion sections if you are following a scientific structure). The conclusion is meant to summarize and reflect on the evidence and arguments you have already presented, not introduce new ones.
The conclusion of a research paper has several key elements you should make sure to include:
- A restatement of the research problem
- A summary of your key arguments and/or findings
- A short discussion of the implications of your research
Don’t feel that you have to write the introduction first. The introduction is often one of the last parts of the research paper you’ll write, along with the conclusion.
This is because it can be easier to introduce your paper once you’ve already written the body ; you may not have the clearest idea of your arguments until you’ve written them, and things can change during the writing process .
The way you present your research problem in your introduction varies depending on the nature of your research paper . A research paper that presents a sustained argument will usually encapsulate this argument in a thesis statement .
A research paper designed to present the results of empirical research tends to present a research question that it seeks to answer. It may also include a hypothesis —a prediction that will be confirmed or disproved by your research.
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Title: a short introduction to neural networks and their application to earth and materials science science.
Abstract: Neural networks are gaining widespread relevance for their versatility, holding the promise to yield a significant methodological shift in different domain of applied research. Here, we provide a simple pedagogical account of the basic functioning of a feedforward neural network. Then we move forward to reviewing two recent applications of machine learning to Earth and Materials Science. We will in particular begin by discussing a neural network based geothermobarometer, which returns reliable predictions of the pressure/temperature conditions of magma storage. Further, we will turn to illustrate how machine learning tools, tested on the list of minerals from the International Mineralogical Association, can help in the search for novel superconducting materials.
Subjects: | Data Analysis, Statistics and Probability (physics.data-an); Disordered Systems and Neural Networks (cond-mat.dis-nn); Materials Science (cond-mat.mtrl-sci); Geophysics (physics.geo-ph) |
Cite as: | [physics.data-an] |
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The Unpredictable Abilities Emerging From Large AI Models
March 16, 2023
Paul Chaikin/Quanta Magazine
Introduction
What movie do these emojis describe?
That prompt was one of 204 tasks chosen last year to test the ability of various large language models (LLMs) — the computational engines behind AI chatbots such as ChatGPT. The simplest LLMs produced surreal responses. “The movie is a movie about a man who is a man who is a man,” one began. Medium-complexity models came closer, guessing The Emoji Movie. But the most complex model nailed it in one guess: Finding Nemo .
“Despite trying to expect surprises, I’m surprised at the things these models can do,” said Ethan Dyer , a computer scientist at Google Research who helped organize the test. It’s surprising because these models supposedly have one directive: to accept a string of text as input and predict what comes next, over and over, based purely on statistics. Computer scientists anticipated that scaling up would boost performance on known tasks, but they didn’t expect the models to suddenly handle so many new, unpredictable ones.
Recent investigations like the one Dyer worked on have revealed that LLMs can produce hundreds of “emergent” abilities — tasks that big models can complete that smaller models can’t, many of which seem to have little to do with analyzing text. They range from multiplication to generating executable computer code to, apparently, decoding movies based on emojis. New analyses suggest that for some tasks and some models, there’s a threshold of complexity beyond which the functionality of the model skyrockets. (They also suggest a dark flip side: As they increase in complexity, some models reveal new biases and inaccuracies in their responses.)
“That language models can do these sort of things was never discussed in any literature that I’m aware of,” said Rishi Bommasani , a computer scientist at Stanford University. Last year, he helped compile a list of dozens of emergent behaviors, including several identified in Dyer’s project. That list continues to grow .
Now, researchers are racing not only to identify additional emergent abilities but also to figure out why and how they occur at all — in essence, to try to predict unpredictability. Understanding emergence could reveal answers to deep questions around AI and machine learning in general, like whether complex models are truly doing something new or just getting really good at statistics. It could also help researchers harness potential benefits and curtail emergent risks.
“We don’t know how to tell in which sort of application is the capability of harm going to arise, either smoothly or unpredictably,” said Deep Ganguli , a computer scientist at the AI startup Anthropic.
The Emergence of Emergence
Biologists, physicists, ecologists and other scientists use the term “emergent” to describe self-organizing, collective behaviors that appear when a large collection of things acts as one. Combinations of lifeless atoms give rise to living cells; water molecules create waves; murmurations of starlings swoop through the sky in changing but identifiable patterns; cells make muscles move and hearts beat. Critically, emergent abilities show up in systems that involve lots of individual parts. But researchers have only recently been able to document these abilities in LLMs as those models have grown to enormous sizes.
Language models have been around for decades. Until about five years ago, the most powerful were based on what’s called a recurrent neural network. These essentially take a string of text and predict what the next word will be. What makes a model “recurrent” is that it learns from its own output: Its predictions feed back into the network to improve future performance.
In 2017, researchers at Google Brain introduced a new kind of architecture called a transformer . While a recurrent network analyzes a sentence word by word, the transformer processes all the words at the same time. This means transformers can process big bodies of text in parallel.
Transformers enabled a rapid scaling up of the complexity of language models by increasing the number of parameters in the model, as well as other factors. The parameters can be thought of as connections between words, and models improve by adjusting these connections as they churn through text during training. The more parameters in a model, the more accurately it can make connections, and the closer it comes to passably mimicking human language. As expected, a 2020 analysis by OpenAI researchers found that models improve in accuracy and ability as they scale up.
But the debut of LLMs also brought something truly unexpected. Lots of somethings. With the advent of models like GPT-3, which has 175 billion parameters — or Google’s PaLM, which can be scaled up to 540 billion — users began describing more and more emergent behaviors. One DeepMind engineer even reported being able to convince ChatGPT that it was a Linux terminal and getting it to run some simple mathematical code to compute the first 10 prime numbers. Remarkably, it could finish the task faster than the same code running on a real Linux machine.
As with the movie emoji task, researchers had no reason to think that a language model built to predict text would convincingly imitate a computer terminal. Many of these emergent behaviors illustrate “zero-shot” or “few-shot” learning, which describes an LLM’s ability to solve problems it has never — or rarely — seen before. This has been a long-time goal in artificial intelligence research, Ganguli said. Showing that GPT-3 could solve problems without any explicit training data in a zero-shot setting, he said, “led me to drop what I was doing and get more involved.”
He wasn’t alone. A raft of researchers, detecting the first hints that LLMs could reach beyond the constraints of their training data, are striving for a better grasp of what emergence looks like and how it happens. The first step was to thoroughly document it.
![the introduction in a research project](https://d2r55xnwy6nx47.cloudfront.net/uploads/2023/03/EthanDyer-byGabrielleLurie.webp)
Ethan Dyer helped probe what kinds of unexpected abilities large language models were capable of, and what could bring them about.
Gabrielle Lurie
Beyond Imitation
In 2020, Dyer and others at Google Research predicted that LLMs would have transformative effects — but what those effects would be remained an open question. So they asked the research community to provide examples of difficult and diverse tasks to chart the outer limits of what an LLM could do. This effort was called the Beyond the Imitation Game Benchmark (BIG-bench) project, riffing on the name of Alan Turing’s “imitation game,” a test for whether a computer could respond to questions in a convincingly human way. (This would later become known as the Turing test.) The group was especially interested in examples where LLMs suddenly attained new abilities that had been completely absent before.
“How we understand these sharp transitions is a great research question,” Dyer said.
As one would expect, on some tasks a model’s performance improved smoothly and predictably as complexity increased. And on other tasks, scaling up the number of parameters did not yield any improvement. But for about 5% of the tasks, the researchers found what they called “breakthroughs” — rapid, dramatic jumps in performance at some threshold scale. That threshold varied based on the task and model.
For example, models with relatively few parameters — only a few million — could not successfully complete three-digit addition or two-digit multiplication problems, but for tens of billions of parameters, accuracy spiked in some models. Similar jumps occurred for other tasks including decoding the International Phonetic Alphabet, unscrambling a word’s letters, identifying offensive content in paragraphs of Hinglish (a combination of Hindi and English), and generating a similar English equivalent of Kiswahili proverbs.
But the researchers quickly realized that a model’s complexity wasn’t the only driving factor. Some unexpected abilities could be coaxed out of smaller models with fewer parameters — or trained on smaller data sets — if the data was of sufficiently high quality. In addition, how a query was worded influenced the accuracy of the model’s response. When Dyer and his colleagues posed the movie emoji task using a multiple-choice format, for example, the accuracy improvement was less of a sudden jump and more of a gradual increase with more complexity. And last year, in a paper presented at NeurIPS , the field’s flagship meeting, researchers at Google Brain showed how a model prompted to explain itself (a capacity called chain-of-thought reasoning) could correctly solve a math word problem, while the same model without that prompt could not.
Yi Tay , a scientist at Google Brain who worked on the systematic investigation of breakthroughs, points to recent work suggesting that chain-of-thought prompting changes the scaling curves and therefore the point where emergence occurs. In their NeurIPS paper, the Google researchers showed that using chain-of-thought prompts could elicit emergent behaviors not identified in the BIG-bench study. Such prompts, which ask the model to explain its reasoning, may help researchers begin to investigate why emergence occurs at all.
Recent findings like these suggest at least two possibilities for why emergence occurs, said Ellie Pavlick , a computer scientist at Brown University who studies computational models of language. One is that, as suggested by comparisons to biological systems, larger models truly do gain new abilities spontaneously. “It may very well be that the model has learned something fundamentally new and different that it didn’t have at a smaller size,” she said. “That’s what we’re all hoping is the case, that there’s some fundamental shift that happens when models are scaled up.”
The other, less sensational possibility, she said, is that what appears to be emergent may instead be the culmination of an internal, statistics-driven process that works through chain-of-thought-type reasoning. Large LLMs may simply be learning heuristics that are out of reach for those with fewer parameters or lower-quality data.
But, she said, finding out which of those explanations is more likely hinges on a better understanding of how LLMs work at all. “Since we don’t know how they work under the hood, we can’t say which of those things is happening.”
Unpredictable Powers and Pitfalls
There is an obvious problem with asking these models to explain themselves: They are notorious liars. “We’re increasingly relying on these models to do basic work,” Ganguli said, “but I do not just trust these. I check their work.” As one of many amusing examples, in February Google introduced its AI chatbot, Bard. The blog post announcing the new tool shows Bard making a factual error .
Emergence leads to unpredictability, and unpredictability — which seems to increase with scaling — makes it difficult for researchers to anticipate the consequences of widespread use.
“It’s hard to know in advance how these models will be used or deployed,” Ganguli said. “And to study emergent phenomena, you have to have a case in mind, and you won’t know until you study the influence of scale what capabilities or limitations might arise.”
In an analysis of LLMs released last June, researchers at Anthropic looked at whether the models would show certain types of racial or social biases, not unlike those previously reported in non-LLM-based algorithms used to predict which former criminals are likely to commit another crime. That study was inspired by an apparent paradox tied directly to emergence: As models improve their performance when scaling up, they may also increase the likelihood of unpredictable phenomena, including those that could potentially lead to bias or harm.
“Certain harmful behaviors kind of come up abruptly in some models,” Ganguli said. He points to a recent analysis of LLMs, known as the BBQ benchmark, which showed that social bias emerges with enormous numbers of parameters. “Larger models abruptly become more biased.” Failure to address that risk, he said, could jeopardize the subjects of these models.
But he offers a counterpoint: When the researchers simply told the model not to rely on stereotypes or social biases — literally by typing in those instructions — the model was less biased in its predictions and responses. This suggests that some emergent properties might also be used to reduce bias. In a paper released in February, the Anthropic team reported on a new “moral self-correction” mode, in which the user prompts the program to be helpful, honest and harmless.
Emergence, Ganguli said, reveals both surprising potential and unpredictable risk. Applications of these large LLMs are already proliferating, so a better understanding of that interplay will help harness the diversity of abilities of language models.
“We’re studying how people are actually using these systems,” Ganguli said. But those users are also tinkering, constantly. “We spend a lot of time just chatting with our models,” he said, “and that is actually where you start to get a good intuition about trust — or the lack thereof.”
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Table of contents. Step 1: Introduce your topic. Step 2: Describe the background. Step 3: Establish your research problem. Step 4: Specify your objective (s) Step 5: Map out your paper. Research paper introduction examples. Frequently asked questions about the research paper introduction.
Define your specific research problem and problem statement. Highlight the novelty and contributions of the study. Give an overview of the paper's structure. The research paper introduction can vary in size and structure depending on whether your paper presents the results of original empirical research or is a review paper.
1- In this paper, I will discuss climate change. Problem: This statement is too broad and vague. It does not provide a clear direction or specific argument. 2- This paper argues that climate change, measured by global average temperature change, is primarily driven by human activities, such as.
Generally speaking, a good research paper introduction includes these parts: 1 Thesis statement. 2 Background context. 3 Niche (research gap) 4 Relevance (how the paper fills that gap) 5 Rationale and motivation. First, a thesis statement is a single sentence that summarizes the main topic of your paper.
The introduction leads the reader from a general subject area to a particular topic of inquiry. It establishes the scope, context, and significance of the research being conducted by summarizing current understanding and background information about the topic, stating the purpose of the work in the form of the research problem supported by a hypothesis or a set of questions, explaining briefly ...
The introduction supplies sufficient background information for the reader to understand and evaluate the experiment you did. It also supplies a rationale for the study. Goals: Present the problem and the proposed solution. Presents nature and scope of the problem investigated. Reviews the pertinent literature to orient the reader.
Research paper introduction is the first section of a research paper that provides an overview of the study, its purpose, and the research question (s) or hypothesis (es) being investigated. It typically includes background information about the topic, a review of previous research in the field, and a statement of the research objectives.
Step 2: Building a solid foundation with background information. Including background information in your introduction serves two major purposes: It helps to clarify the topic for the reader. It establishes the depth of your research. The approach you take when conveying this information depends on the type of paper.
Overview of the structure. To help guide your reader, end your introduction with an outline of the structure of the thesis or dissertation to follow. Share a brief summary of each chapter, clearly showing how each contributes to your central aims. However, be careful to keep this overview concise: 1-2 sentences should be enough.
1. Get your readers' attention. To speak to your readers effectively, you need to know who they are. Consider who is likely to read the paper and the extent of their knowledge on the topic. Then begin your introduction with a sentence or two that will capture their interest.
Be succinct - it is advised that your opening introduction consists of around 8-9 percent of the overall amount of words in your article (for example, 160 words for a 2000 words essay). Make a strong and unambiguous thesis statement. Explain why the article is significant in 1-2 sentences. Remember to keep it interesting.
The second part of an introduction sums up the most important findings regarding the problem of the article. This part presents the current controversies around the studied issue. The literature review has three main purposes. On the one hand, it positions the research project within a certain scientific tradition.
Start with a general overview of your topic. Narrow the overview until you address your paper's specific subject. Then, mention questions or concerns you had about the case. Note that you will address them in the publication. Prior research. Your introduction is the place to review other conclusions on your topic.
Download Article. 1. Announce your research topic. You can start your introduction with a few sentences which announce the topic of your paper and give an indication of the kind of research questions you will be asking. This is a good way to introduce your readers to your topic and pique their interest.
The introduction serves the purpose of leading the reader from a general subject area to a particular field of research. It establishes the context of the research being conducted by summarizing current understanding and background information about the topic, stating the purpose of the work in the form of the hypothesis, question, or research problem, briefly explaining your rationale ...
An introduction is the first paragraph of a written research paper, or the first thing you say in an oral presentation, or the first thing people see, hear, or experience about your project. It has two parts: 1. A general introduction to the topic you will be discussing. 2.
Research proposal examples. Writing a research proposal can be quite challenging, but a good starting point could be to look at some examples. We've included a few for you below. Example research proposal #1: "A Conceptual Framework for Scheduling Constraint Management".
The key thing is. to guide the reader into your topic and situate your ideas. Step 2: Describe the background. This part of the introduction differs depending on what approach your paper is ...
There are seven main sections to a research project, these are: Introduction - the aims of the project and what you hope to achieve. Literature review - evaluating and reviewing existing knowledge on the topic. Methodology - the methods you will use for your primary research.
Here are the steps you can follow to write an effective project introduction: 1. Write the project introduction last. Because a project introduction discusses the main points from your research or proposal, you should write it once your project is complete. This way, the introduction contains accurate, relevant information.
INTRODUCTION. A clean, well-thought-out proposal forms the backbone for the research itself and hence becomes the most important step in the process of conduct of research.[] The objective of preparing a research proposal would be to obtain approvals from various committees including ethics committee [details under 'Research methodology II' section [Table 1] in this issue of IJA) and to ...
Your research proposal aims should be centred on: Relevance - You want to convince the reader how and why your research is relevant and significant to your field and how it is original. This is typically done in parts of the introduction and the literature review. Context - You should demonstrate that you are familiar with the field, you ...
Introduction to Strategies for Conducting Literary Research. Barry Mauer and John Venecek. ... Research Goals, Theory, Methodologies, Methods, and Evidence. Chapter 4 Objectives. ... Key Elements of the Research Project Previous/next navigation. Back to top. License.
The "Living Nations, Living Words" project features two components: a dynamic ArcGIS story map and an online poetry collection. The story map, which includes an introduction and orientation narrative from Joy Harjo, is an interactive online presentation that reflects the poets' geographical diversity from coast to coast.
The program begins with a two-week orientation and project introduction period at the U of A, followed by five weeks of research. Each student is assigned a different research topic and mentors. During the last week of the program, students present their work to their peers, lab mates, mentors, friends, and family.
A research aim is a broad statement indicating the general purpose of your research project. It should appear in your introduction at the end of your problem statement, before your research objectives. Research objectives are more specific than your research aim. They indicate the specific ways you'll address the overarching aim.
Promoting Inclusive and Equitable Research (PIER) Plans. Beginning in FY 2023, all Department of Energy (DOE) Office of Science Funding Opportunity Announcements (FOAs) and DOE National Lab Announcements and other funding solicitations will require applicants to submit a Promoting Inclusive and Equitable Research (PIER) Plan as an appendix to their proposal narrative.
Neural networks are gaining widespread relevance for their versatility, holding the promise to yield a significant methodological shift in different domain of applied research. Here, we provide a simple pedagogical account of the basic functioning of a feedforward neural network. Then we move forward to reviewing two recent applications of machine learning to Earth and Materials Science. We ...
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So they asked the research community to provide examples of difficult and diverse tasks to chart the outer limits of what an LLM could do. This effort was called the Beyond the Imitation Game Benchmark (BIG-bench) project, riffing on the name of Alan Turing's "imitation game," a test for whether a computer could respond to questions in a ...