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Thesis Format – Templates and Samples

Table of contents.

Thesis Format

Thesis format refers to the structure and layout of a research thesis or dissertation. It typically includes several chapters, each of which focuses on a particular aspect of the research topic .

The exact format of a thesis can vary depending on the academic discipline and the institution, but some common elements include:

Introduction

Literature review, methodology.

The title page is the first page of a thesis that provides essential information about the document, such as the title, author’s name, degree program, university, and the date of submission. It is considered as an important component of a thesis as it gives the reader an initial impression of the document’s content and quality.

The typical contents of a title page in a thesis include:

• The title of the thesis: It should be concise, informative, and accurately represent the main topic of the research.
• Author’s name: This should be written in full and should be the same as it appears on official university records.
• Degree program and department: This should specify the type of degree (e.g., Bachelor’s, Master’s, or Doctoral) and the field of study (e.g., Computer Science, Psychology, etc.).
• University: The name of the university where the thesis is being submitted.
• Date of submission : The month and year of submission of the thesis.
• Other details that can be included on the title page include the name of the advisor, the name of the committee members, and any acknowledgments.

In terms of formatting, the title page should be centered horizontally and vertically on the page, with a consistent font size and style. The page margin for the title page should be at least 1 inch (2.54 cm) on all sides. Additionally, it is common practice to include the university logo or crest on the title page, and this should be placed appropriately.

Title of the Thesis in Title Case by Author’s Full Name in Title Case

A thesis submitted in partial fulfillment of the requirements for the degree of Master of Science in Department Name at the University Name

Month Year of Submission

An abstract is a brief summary of a thesis or research paper that provides an overview of the main points, methodology, and findings of the study. It is typically placed at the beginning of the document, after the title page and before the introduction.

The purpose of an abstract is to provide readers with a quick and concise overview of the research paper or thesis. It should be written in a clear and concise language, and should not contain any jargon or technical terms that are not easily understood by the general public.

Here’s an example of an abstract for a thesis:

Title: The Impact of Social Media on Mental Health among Adolescents

This study examines the impact of social media on mental health among adolescents. The research utilized a survey methodology and collected data from a sample of 500 adolescents aged between 13 and 18 years. The findings reveal that social media has a significant impact on mental health among adolescents, with frequent use of social media associated with higher levels of anxiety, depression, and low self-esteem. The study concludes that there is a need for increased awareness and education on the risks associated with excessive use of social media, and recommends strategies for promoting healthy social media habits among adolescents.

In this example, the abstract provides a concise summary of the thesis by highlighting the main points, methodology, and findings of the study. It also provides a clear indication of the significance of the study and its implications for future research and practice.

A table of contents is an essential part of a thesis as it provides the reader with an overview of the entire document’s structure and organization.

Here’s an example of how a table of contents might look in a thesis:

TABLE OF CONTENTS

I. INTRODUCTION ……………………………………………………..1

A. Background of the Study………………………………………..1

B. Statement of the Problem……………………………………….2

C. Objectives of the Study………………………………………..3

D. Research Questions…………………………………………….4

E. Significance of the Study………………………………………5

F. Scope and Limitations………………………………………….6

G. Definition of Terms……………………………………………7

II. LITERATURE REVIEW. ………………………………………………8

A. Overview of the Literature……………………………………..8

B. Key Themes and Concepts………………………………………..9

C. Gaps in the Literature………………………………………..10

D. Theoretical Framework………………………………………….11

III. METHODOLOGY ……………………………………………………12

A. Research Design………………………………………………12

B. Participants and Sampling……………………………………..13

C. Data Collection Procedures…………………………………….14

D. Data Analysis Procedures………………………………………15

IV. RESULTS …………………………………………………………16

A. Descriptive Statistics…………………………………………16

B. Inferential Statistics…………………………………………17

V. DISCUSSION ………………………………………………………18

A. Interpretation of Results………………………………………18

B. Discussion of Finding s …………………………………………19

C. Implications of the Study………………………………………20

VI. CONCLUSION ………………………………………………………21

A. Summary of the Study…………………………………………..21

B. Limitations of the Study……………………………………….22

C. Recommendations for Future Research……………………………..23

REFERENCES …………………………………………………………….24

APPENDICES …………………………………………………………….26

As you can see, the table of contents is organized by chapters and sections. Each chapter and section is listed with its corresponding page number, making it easy for the reader to navigate the thesis.

The introduction is a critical part of a thesis as it provides an overview of the research problem, sets the context for the study, and outlines the research objectives and questions. The introduction is typically the first chapter of a thesis and serves as a roadmap for the reader.

Here’s an example of how an introduction in a thesis might look:

Introduction:

The prevalence of obesity has increased rapidly in recent decades, with more than one-third of adults in the United States being classified as obese. Obesity is associated with numerous adverse health outcomes, including cardiovascular disease, diabetes, and certain cancers. Despite significant efforts to address this issue, the rates of obesity continue to rise. The purpose of this study is to investigate the relationship between lifestyle behaviors and obesity in young adults.

The study will be conducted using a mixed-methods approach, with both qualitative and quantitative data collection methods. The research objectives are to:

• Examine the relationship between lifestyle behaviors and obesity in young adults.
• Identify the key lifestyle factors that contribute to obesity in young adults.
• Evaluate the effectiveness of current interventions aimed at preventing and reducing obesity in young adults.

The research questions that will guide this study are:

• What is the relationship between lifestyle behaviors and obesity in young adults?
• Which lifestyle factors are most strongly associated with obesity in young adults?
• How effective are current interventions aimed at preventing and reducing obesity in young adults?

By addressing these research questions, this study aims to contribute to the understanding of the factors that contribute to obesity in young adults and to inform the development of effective interventions to prevent and reduce obesity in this population.

A literature review is a critical analysis and evaluation of existing literature on a specific topic or research question. It is an essential part of any thesis, as it provides a comprehensive overview of the existing research on the topic and helps to establish the theoretical framework for the study. The literature review allows the researcher to identify gaps in the current research, highlight areas that need further exploration, and demonstrate the importance of their research question.

April 9, 2023:

A search on Google Scholar for “Effectiveness of Online Learning during the COVID-19 Pandemic” yielded 1,540 results. Upon reviewing the first few pages of results, it is evident that there is a significant amount of literature on the topic. A majority of the studies focus on the experiences and perspectives of students and educators during the transition to online learning due to the pandemic.

One recent study published in the Journal of Educational Technology & Society (Liu et al., 2023) found that students who were already familiar with online learning tools and platforms had an easier time adapting to online learning than those who were not. However, the study also found that students who were not familiar with online learning tools were able to adapt with proper support from their teachers and institutions.

Another study published in Computers & Education (Tang et al., 2023) compared the academic performance of students in online and traditional classroom settings during the pandemic. The study found that while there were no significant differences in the grades of students in the two settings, students in online classes reported higher levels of stress and lower levels of satisfaction with their learning experience.

Methodology in a thesis refers to the overall approach and systematic process that a researcher follows to collect and analyze data in order to answer their research question(s) or achieve their research objectives. It includes the research design, data collection methods, sampling techniques, data analysis procedures, and any other relevant procedures that the researcher uses to conduct their research.

For example, let’s consider a thesis on the impact of social media on mental health among teenagers. The methodology for this thesis might involve the following steps:

Research Design:

The researcher may choose to conduct a quantitative study using a survey questionnaire to collect data on social media usage and mental health among teenagers. Alternatively, they may conduct a qualitative study using focus group discussions or interviews to gain a deeper understanding of the experiences and perspectives of teenagers regarding social media and mental health.

Sampling Techniques:

The researcher may use random sampling to select a representative sample of teenagers from a specific geographic location or demographic group, or they may use purposive sampling to select participants who meet specific criteria such as age, gender, or mental health status.

Data Collection Methods:

The researcher may use an online survey tool to collect data on social media usage and mental health, or they may conduct face-to-face interviews or focus group discussions to gather qualitative data. They may also use existing data sources such as medical records or social media posts.

Data Analysis Procedures:

The researcher may use statistical analysis techniques such as regression analysis to examine the relationship between social media usage and mental health, or they may use thematic analysis to identify key themes and patterns in the qualitative data.

Ethical Considerations: The researcher must ensure that their research is conducted in an ethical manner, which may involve obtaining informed consent from participants, protecting their confidentiality, and ensuring that their rights and welfare are respected.

In a thesis, the “Results” section typically presents the findings of the research conducted by the author. This section typically includes both quantitative and qualitative data, such as statistical analyses, tables, figures, and other relevant data.

Here are some examples of how the “Results” section of a thesis might look:

Example 1: A quantitative study on the effects of exercise on cardiovascular health

In this study, the author conducts a randomized controlled trial to investigate the effects of exercise on cardiovascular health in a group of sedentary adults. The “Results” section might include tables showing the changes in blood pressure, cholesterol levels, and other relevant indicators in the exercise and control groups over the course of the study. The section might also include statistical analyses, such as t-tests or ANOVA, to demonstrate the significance of the results.

Example 2: A qualitative study on the experiences of immigrant families in a new country

In this study, the author conducts in-depth interviews with immigrant families to explore their experiences of adapting to a new country. The “Results” section might include quotes from the interviews that illustrate the participants’ experiences, as well as a thematic analysis that identifies common themes and patterns in the data. The section might also include a discussion of the implications of the findings for policy and practice.

A thesis discussion section is an opportunity for the author to present their interpretation and analysis of the research results. In this section, the author can provide their opinion on the findings, compare them with other literature, and suggest future research directions.

For example, let’s say the thesis topic is about the impact of social media on mental health. The author has conducted a survey among 500 individuals and has found that there is a significant correlation between excessive social media use and poor mental health.

In the discussion section, the author can start by summarizing the main findings and stating their interpretation of the results. For instance, the author may argue that excessive social media use is likely to cause mental health problems due to the pressure of constantly comparing oneself to others, fear of missing out, and cyberbullying.

Next, the author can compare their results with other studies and point out similarities and differences. They can also identify any limitations in their research design and suggest future directions for research.

For example, the author may point out that their study only measured social media use and mental health at one point in time, and it is unclear whether one caused the other or whether there are other confounding factors. Therefore, they may suggest longitudinal studies that follow individuals over time to better understand the causal relationship.

Writing a conclusion for a thesis is an essential part of the overall writing process. The conclusion should summarize the main points of the thesis and provide a sense of closure to the reader. It is also an opportunity to reflect on the research process and offer suggestions for further study.

Here is an example of a conclusion for a thesis:

After an extensive analysis of the data collected, it is evident that the implementation of a new curriculum has had a significant impact on student achievement. The findings suggest that the new curriculum has improved student performance in all subject areas, and this improvement is particularly notable in math and science. The results of this study provide empirical evidence to support the notion that curriculum reform can positively impact student learning outcomes.

In addition to the positive results, this study has also identified areas for future research. One limitation of the current study is that it only examines the short-term effects of the new curriculum. Future studies should explore the long-term effects of the new curriculum on student performance, as well as investigate the impact of the curriculum on students with different learning styles and abilities.

Overall, the findings of this study have important implications for educators and policymakers who are interested in improving student outcomes. The results of this study suggest that the implementation of a new curriculum can have a positive impact on student achievement, and it is recommended that schools and districts consider curriculum reform as a means of improving student learning outcomes.

References in a thesis typically follow a specific format depending on the citation style required by your academic institution or publisher.

Below are some examples of different citation styles and how to reference different types of sources in your thesis:

In-text citation format: (Author, Year)

Reference list format for a book: Author, A. A. (Year of publication). Title of work: Capital letter also for subtitle. Publisher.

Example: In-text citation: (Smith, 2010) Reference list entry: Smith, J. D. (2010). The art of writing a thesis. Cambridge University Press.

Reference list format for a journal article: Author, A. A., Author, B. B., & Author, C. C. (Year of publication). Title of article. Title of Journal, volume number(issue number), page range.

Example: In-text citation: (Brown, 2015) Reference list entry: Brown, E., Smith, J., & Johnson, L. (2015). The impact of social media on academic performance. Journal of Educational Psychology, 108(3), 393-407.

In-text citation format: (Author page number)

Works Cited list format for a book: Author. Title of Book. Publisher, Year of publication.

Example: In-text citation: (Smith 75) Works Cited entry: Smith, John D. The Art of Writing a Thesis. Cambridge University Press, 2010.

Works Cited list format for a journal article: Author(s). “Title of Article.” Title of Journal, volume number, issue number, date, pages.

Example: In-text citation: (Brown 394) Works Cited entry: Brown, Elizabeth, et al. “The Impact of Social Media on Academic Performance.” Journal of Educational Psychology, vol. 108, no. 3, 2015, pp. 393-407.

Chicago Style

In-text citation format: (Author year, page number)

Bibliography list format for a book: Author. Title of Book. Place of publication: Publisher, Year of publication.

Example: In-text citation: (Smith 2010, 75) Bibliography entry: Smith, John D. The Art of Writing a Thesis. Cambridge: Cambridge University Press, 2010.

Bibliography list format for a journal article: Author. “Title of Article.” Title of Journal volume number, no. issue number (date): page numbers.

Example: In-text citation: (Brown 2015, 394) Bibliography entry: Brown, Elizabeth, John Smith, and Laura Johnson. “The Impact of Social Media on Academic Performance.” Journal of Educational Psychology 108, no. 3 (2015): 393-407.

Reference list format for a book: [1] A. A. Author, Title of Book. City of Publisher, Abbrev. of State: Publisher, year.

Example: In-text citation: [1] Reference list entry: A. J. Smith, The Art of Writing a Thesis. New York, NY: Academic Press, 2010.

Reference list format for a journal article: [1] A. A. Author, “Title of Article,” Title of Journal, vol. x, no. x, pp. xxx-xxx, Month year.

Example: In-text citation: [1] Reference list entry: E. Brown, J. D. Smith, and L. Johnson, “The Impact of Social Media on Academic Performance,” Journal of Educational Psychology, vol. 108, no. 3, pp. 393-407, Mar. 2015.

An appendix in a thesis is a section that contains additional information that is not included in the main body of the document but is still relevant to the topic being discussed. It can include figures, tables, graphs, data sets, sample questionnaires, or any other supplementary material that supports your thesis.

Here is an example of how you can format appendices in your thesis:

• Title page: The appendix should have a separate title page that lists the title, author’s name, the date, and the document type (i.e., thesis or dissertation). The title page should be numbered as the first page of the appendix section.
• Table of contents: If you have more than one appendix, you should include a separate table of contents that lists each appendix and its page number. The table of contents should come after the title page.
• Appendix sections: Each appendix should have its own section with a clear and concise title that describes the contents of the appendix. Each section should be numbered with Arabic numerals (e.g., Appendix 1, Appendix 2, etc.). The sections should be listed in the table of contents.
• Formatting: The formatting of the appendices should be consistent with the rest of the thesis. This includes font size, font style, line spacing, and margins.
• Example: Here is an example of what an appendix might look like in a thesis on the topic of climate change:

Appendix 1: Data Sources

This appendix includes a list of the primary data sources used in this thesis, including their URLs and a brief description of the data they provide.

Appendix 2: Survey Questionnaire

This appendix includes the survey questionnaire used to collect data from participants in the study.

Appendix 3: Additional Figures

This appendix includes additional figures that were not included in the main body of the thesis due to space limitations. These figures provide additional support for the findings presented in the thesis.

About the author

Muhammad Hassan

Researcher, Academic Writer, Web developer

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What is a thesis | A Complete Guide with Examples

Table of Contents

A thesis is a comprehensive academic paper based on your original research that presents new findings, arguments, and ideas of your study. It’s typically submitted at the end of your master’s degree or as a capstone of your bachelor’s degree.

However, writing a thesis can be laborious, especially for beginners. From the initial challenge of pinpointing a compelling research topic to organizing and presenting findings, the process is filled with potential pitfalls.

Therefore, to help you, this guide talks about what is a thesis. Additionally, it offers revelations and methodologies to transform it from an overwhelming task to a manageable and rewarding academic milestone.

What is a thesis?

A thesis is an in-depth research study that identifies a particular topic of inquiry and presents a clear argument or perspective about that topic using evidence and logic.

Writing a thesis showcases your ability of critical thinking, gathering evidence, and making a compelling argument. Integral to these competencies is thorough research, which not only fortifies your propositions but also confers credibility to your entire study.

Furthermore, there's another phenomenon you might often confuse with the thesis: the ' working thesis .' However, they aren't similar and shouldn't be used interchangeably.

A working thesis, often referred to as a preliminary or tentative thesis, is an initial version of your thesis statement. It serves as a draft or a starting point that guides your research in its early stages.

As you research more and gather more evidence, your initial thesis (aka working thesis) might change. It's like a starting point that can be adjusted as you learn more. It's normal for your main topic to change a few times before you finalize it.

While a thesis identifies and provides an overarching argument, the key to clearly communicating the central point of that argument lies in writing a strong thesis statement.

What is a thesis statement?

A strong thesis statement (aka thesis sentence) is a concise summary of the main argument or claim of the paper. It serves as a critical anchor in any academic work, succinctly encapsulating the primary argument or main idea of the entire paper.

Typically found within the introductory section, a strong thesis statement acts as a roadmap of your thesis, directing readers through your arguments and findings. By delineating the core focus of your investigation, it offers readers an immediate understanding of the context and the gravity of your study.

Furthermore, an effectively crafted thesis statement can set forth the boundaries of your research, helping readers anticipate the specific areas of inquiry you are addressing.

Different types of thesis statements

A good thesis statement is clear, specific, and arguable. Therefore, it is necessary for you to choose the right type of thesis statement for your academic papers.

Thesis statements can be classified based on their purpose and structure. Here are the primary types of thesis statements:

Argumentative (or Persuasive) thesis statement

Purpose : To convince the reader of a particular stance or point of view by presenting evidence and formulating a compelling argument.

Example : Reducing plastic use in daily life is essential for environmental health.

Analytical thesis statement

Purpose : To break down an idea or issue into its components and evaluate it.

Example : By examining the long-term effects, social implications, and economic impact of climate change, it becomes evident that immediate global action is necessary.

Expository (or Descriptive) thesis statement

Purpose : To explain a topic or subject to the reader.

Example : The Great Depression, spanning the 1930s, was a severe worldwide economic downturn triggered by a stock market crash, bank failures, and reduced consumer spending.

Cause and effect thesis statement

Purpose : To demonstrate a cause and its resulting effect.

Example : Overuse of smartphones can lead to impaired sleep patterns, reduced face-to-face social interactions, and increased levels of anxiety.

Compare and contrast thesis statement

Purpose : To highlight similarities and differences between two subjects.

Example : "While both novels '1984' and 'Brave New World' delve into dystopian futures, they differ in their portrayal of individual freedom, societal control, and the role of technology."

When you write a thesis statement , it's important to ensure clarity and precision, so the reader immediately understands the central focus of your work.

What is the difference between a thesis and a thesis statement?

While both terms are frequently used interchangeably, they have distinct meanings.

A thesis refers to the entire research document, encompassing all its chapters and sections. In contrast, a thesis statement is a brief assertion that encapsulates the central argument of the research.

Here’s an in-depth differentiation table of a thesis and a thesis statement.

Now, to craft a compelling thesis, it's crucial to adhere to a specific structure. Let’s break down these essential components that make up a thesis structure

15 components of a thesis structure

Navigating a thesis can be daunting. However, understanding its structure can make the process more manageable.

Here are the key components or different sections of a thesis structure:

Your thesis begins with the title page. It's not just a formality but the gateway to your research.

Here, you'll prominently display the necessary information about you (the author) and your institutional details.

• Title of your thesis
• Your full name
• Your department
• Your institution and degree program
• Your submission date
• Your Supervisor's name (in some cases)
• Your Department or faculty (in some cases)
• Your University's logo (in some cases)
• Your Student ID (in some cases)

In a concise manner, you'll have to summarize the critical aspects of your research in typically no more than 200-300 words.

This includes the problem statement, methodology, key findings, and conclusions. For many, the abstract will determine if they delve deeper into your work, so ensure it's clear and compelling.

Acknowledgments

Research is rarely a solitary endeavor. In the acknowledgments section, you have the chance to express gratitude to those who've supported your journey.

This might include advisors, peers, institutions, or even personal sources of inspiration and support. It's a personal touch, reflecting the humanity behind the academic rigor.

Table of contents

A roadmap for your readers, the table of contents lists the chapters, sections, and subsections of your thesis.

By providing page numbers, you allow readers to navigate your work easily, jumping to sections that pique their interest.

List of figures and tables

Research often involves data, and presenting this data visually can enhance understanding. This section provides an organized listing of all figures and tables in your thesis.

It's a visual index, ensuring that readers can quickly locate and reference your graphical data.

Introduction

Here's where you introduce your research topic, articulate the research question or objective, and outline the significance of your study.

• Present the research topic : Clearly articulate the central theme or subject of your research.
• Background information : Ground your research topic, providing any necessary context or background information your readers might need to understand the significance of your study.
• Define the scope : Clearly delineate the boundaries of your research, indicating what will and won't be covered.
• Literature review : Introduce any relevant existing research on your topic, situating your work within the broader academic conversation and highlighting where your research fits in.
• State the research Question(s) or objective(s) : Clearly articulate the primary questions or objectives your research aims to address.
• Outline the study's structure : Give a brief overview of how the subsequent sections of your work will unfold, guiding your readers through the journey ahead.

The introduction should captivate your readers, making them eager to delve deeper into your research journey.

Literature review section

Your study correlates with existing research. Therefore, in the literature review section, you'll engage in a dialogue with existing knowledge, highlighting relevant studies, theories, and findings.

It's here that you identify gaps in the current knowledge, positioning your research as a bridge to new insights.

To streamline this process, consider leveraging AI tools. For example, the SciSpace literature review tool enables you to efficiently explore and delve into research papers, simplifying your literature review journey.

Methodology

In the research methodology section, you’ll detail the tools, techniques, and processes you employed to gather and analyze data. This section will inform the readers about how you approached your research questions and ensures the reproducibility of your study.

Here's a breakdown of what it should encompass:

• Research Design : Describe the overall structure and approach of your research. Are you conducting a qualitative study with in-depth interviews? Or is it a quantitative study using statistical analysis? Perhaps it's a mixed-methods approach?
• Data Collection : Detail the methods you used to gather data. This could include surveys, experiments, observations, interviews, archival research, etc. Mention where you sourced your data, the duration of data collection, and any tools or instruments used.
• Sampling : If applicable, explain how you selected participants or data sources for your study. Discuss the size of your sample and the rationale behind choosing it.
• Data Analysis : Describe the techniques and tools you used to process and analyze the data. This could range from statistical tests in quantitative research to thematic analysis in qualitative research.
• Validity and Reliability : Address the steps you took to ensure the validity and reliability of your findings to ensure that your results are both accurate and consistent.
• Ethical Considerations : Highlight any ethical issues related to your research and the measures you took to address them, including — informed consent, confidentiality, and data storage and protection measures.

Moreover, different research questions necessitate different types of methodologies. For instance:

• Experimental methodology : Often used in sciences, this involves a controlled experiment to discern causality.
• Qualitative methodology : Employed when exploring patterns or phenomena without numerical data. Methods can include interviews, focus groups, or content analysis.
• Quantitative methodology : Concerned with measurable data and often involves statistical analysis. Surveys and structured observations are common tools here.
• Mixed methods : As the name implies, this combines both qualitative and quantitative methodologies.

The Methodology section isn’t just about detailing the methods but also justifying why they were chosen. The appropriateness of the methods in addressing your research question can significantly impact the credibility of your findings.

Results (or Findings)

This section presents the outcomes of your research. It's crucial to note that the nature of your results may vary; they could be quantitative, qualitative, or a mix of both.

Quantitative results often present statistical data, showcasing measurable outcomes, and they benefit from tables, graphs, and figures to depict these data points.

Qualitative results , on the other hand, might delve into patterns, themes, or narratives derived from non-numerical data, such as interviews or observations.

Regardless of the nature of your results, clarity is essential. This section is purely about presenting the data without offering interpretations — that comes later in the discussion.

In the discussion section, the raw data transforms into valuable insights.

Start by revisiting your research question and contrast it with the findings. How do your results expand, constrict, or challenge current academic conversations?

Dive into the intricacies of the data, guiding the reader through its implications. Detail potential limitations transparently, signaling your awareness of the research's boundaries. This is where your academic voice should be resonant and confident.

Practical implications (Recommendation) section

Based on the insights derived from your research, this section provides actionable suggestions or proposed solutions.

Whether aimed at industry professionals or the general public, recommendations translate your academic findings into potential real-world actions. They help readers understand the practical implications of your work and how it can be applied to effect change or improvement in a given field.

When crafting recommendations, it's essential to ensure they're feasible and rooted in the evidence provided by your research. They shouldn't merely be aspirational but should offer a clear path forward, grounded in your findings.

The conclusion provides closure to your research narrative.

It's not merely a recap but a synthesis of your main findings and their broader implications. Reconnect with the research questions or hypotheses posited at the beginning, offering clear answers based on your findings.

Reflect on the broader contributions of your study, considering its impact on the academic community and potential real-world applications.

Lastly, the conclusion should leave your readers with a clear understanding of the value and impact of your study.

References (or Bibliography)

Every theory you've expounded upon, every data point you've cited, and every methodological precedent you've followed finds its acknowledgment here.

In references, it's crucial to ensure meticulous consistency in formatting, mirroring the specific guidelines of the chosen citation style .

Proper referencing helps to avoid plagiarism , gives credit to original ideas, and allows readers to explore topics of interest. Moreover, it situates your work within the continuum of academic knowledge.

To properly cite the sources used in the study, you can rely on online citation generator tools  to generate accurate citations!

Here’s more on how you can cite your sources.

Often, the depth of research produces a wealth of material that, while crucial, can make the core content of the thesis cumbersome. The appendix is where you mention extra information that supports your research but isn't central to the main text.

Whether it's raw datasets, detailed procedural methodologies, extended case studies, or any other ancillary material, the appendices ensure that these elements are archived for reference without breaking the main narrative's flow.

For thorough researchers and readers keen on meticulous details, the appendices provide a treasure trove of insights.

Glossary (optional)

In academics, specialized terminologies, and jargon are inevitable. However, not every reader is versed in every term.

The glossary, while optional, is a critical tool for accessibility. It's a bridge ensuring that even readers from outside the discipline can access, understand, and appreciate your work.

By defining complex terms and providing context, you're inviting a wider audience to engage with your research, enhancing its reach and impact.

Remember, while these components provide a structured framework, the essence of your thesis lies in the originality of your ideas, the rigor of your research, and the clarity of your presentation.

As you craft each section, keep your readers in mind, ensuring that your passion and dedication shine through every page.

Thesis examples

To further elucidate the concept of a thesis, here are illustrative examples from various fields:

Example 1 (History): Abolition, Africans, and Abstraction: the Influence of the ‘Noble Savage’ on British and French Antislavery Thought, 1787-1807 by Suchait Kahlon.

Example 2 (Climate Dynamics): Influence of external forcings on abrupt millennial-scale climate changes: a statistical modelling study by Takahito Mitsui · Michel Crucifix

Checklist for your thesis evaluation

Evaluating your thesis ensures that your research meets the standards of academia. Here's an elaborate checklist to guide you through this critical process.

Content and structure

• Is the thesis statement clear, concise, and debatable?
• Does the introduction provide sufficient background and context?
• Is the literature review comprehensive, relevant, and well-organized?
• Does the methodology section clearly describe and justify the research methods?
• Are the results/findings presented clearly and logically?
• Does the discussion interpret the results in light of the research question and existing literature?
• Is the conclusion summarizing the research and suggesting future directions or implications?

Clarity and coherence

• Is the writing clear and free of jargon?
• Are ideas and sections logically connected and flowing?
• Is there a clear narrative or argument throughout the thesis?

Research quality

• Is the research question significant and relevant?
• Are the research methods appropriate for the question?
• Is the sample size (if applicable) adequate?
• Are the data analysis techniques appropriate and correctly applied?
• Are potential biases or limitations addressed?

Originality and significance

• Does the thesis contribute new knowledge or insights to the field?
• Is the research grounded in existing literature while offering fresh perspectives?

Formatting and presentation

• Is the thesis formatted according to institutional guidelines?
• Are figures, tables, and charts clear, labeled, and referenced in the text?
• Is the bibliography or reference list complete and consistently formatted?
• Are appendices relevant and appropriately referenced in the main text?

Grammar and language

• Is the thesis free of grammatical and spelling errors?
• Is the language professional, consistent, and appropriate for an academic audience?
• Are quotations and paraphrased material correctly cited?

Feedback and revision

• Have you sought feedback from peers, advisors, or experts in the field?
• Have you addressed the feedback and made the necessary revisions?

Overall assessment

• Does the thesis as a whole feel cohesive and comprehensive?
• Would the thesis be understandable and valuable to someone in your field?

Ensure to use this checklist to leave no ground for doubt or missed information in your thesis.

After writing your thesis, the next step is to discuss and defend your findings verbally in front of a knowledgeable panel. You’ve to be well prepared as your professors may grade your presentation abilities.

Preparing your thesis defense

A thesis defense, also known as "defending the thesis," is the culmination of a scholar's research journey. It's the final frontier, where you’ll present their findings and face scrutiny from a panel of experts.

Typically, the defense involves a public presentation where you’ll have to outline your study, followed by a question-and-answer session with a committee of experts. This committee assesses the validity, originality, and significance of the research.

The defense serves as a rite of passage for scholars. It's an opportunity to showcase expertise, address criticisms, and refine arguments. A successful defense not only validates the research but also establishes your authority as a researcher in your field.

Here’s how you can effectively prepare for your thesis defense .

Now, having touched upon the process of defending a thesis, it's worth noting that scholarly work can take various forms, depending on academic and regional practices.

One such form, often paralleled with the thesis, is the 'dissertation.' But what differentiates the two?

Dissertation vs. Thesis

Often used interchangeably in casual discourse, they refer to distinct research projects undertaken at different levels of higher education.

To the uninitiated, understanding their meaning might be elusive. So, let's demystify these terms and delve into their core differences.

Here's a table differentiating between the two.

Wrapping up

From understanding the foundational concept of a thesis to navigating its various components, differentiating it from a dissertation, and recognizing the importance of proper citation — this guide covers it all.

As scholars and readers, understanding these nuances not only aids in academic pursuits but also fosters a deeper appreciation for the relentless quest for knowledge that drives academia.

It’s important to remember that every thesis is a testament to curiosity, dedication, and the indomitable spirit of discovery.

Good luck with your thesis writing!

Frequently Asked Questions

A thesis typically ranges between 40-80 pages, but its length can vary based on the research topic, institution guidelines, and level of study.

A PhD thesis usually spans 200-300 pages, though this can vary based on the discipline, complexity of the research, and institutional requirements.

To identify a thesis topic, consider current trends in your field, gaps in existing literature, personal interests, and discussions with advisors or mentors. Additionally, reviewing related journals and conference proceedings can provide insights into potential areas of exploration.

The conceptual framework is often situated in the literature review or theoretical framework section of a thesis. It helps set the stage by providing the context, defining key concepts, and explaining the relationships between variables.

A thesis statement should be concise, clear, and specific. It should state the main argument or point of your research. Start by pinpointing the central question or issue your research addresses, then condense that into a single statement, ensuring it reflects the essence of your paper.

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Thesis and Dissertation Guide

• « Thesis & Dissertation Resources
• The Graduate School Home

• Introduction
• Copyright Page
• Dedication, Acknowledgements, Preface (optional)
• Table of Contents
• List of Tables, Figures, and Illustrations
• List of Abbreviations
• List of Symbols

Non-Traditional Formats

Font type and size, spacing and indentation, tables, figures, and illustrations, formatting previously published work.

• Internet Distribution
• Open Access
• Registering Copyright
• Using Copyrighted Materials
• Use of Your Own Previously Published Materials
• Submission Steps
• Submission Checklist
• Sample Pages

II. Formatting Guidelines

All copies of a thesis or dissertation must have the following uniform margins throughout the entire document:

• Left: 1″ (or 1 1/4" to ensure sufficient room for binding the work if desired)
• Right: 1″
• Bottom: 1″ (with allowances for page numbers; see section on Pagination )
• Top: 1″

Exceptions : The first page of each chapter (including the introduction, if any) begins 2″ from the top of the page. Also, the headings on the title page, abstract, first page of the dedication/ acknowledgements/preface (if any), and first page of the table of contents begin 2″ from the top of the page.

Non-traditional theses or dissertations such as whole works comprised of digital, artistic, video, or performance materials (i.e., no written text, chapters, or articles) are acceptable if approved by your committee and graduate program. A PDF document with a title page, copyright page, and abstract at minimum are required to be submitted along with any relevant supplemental files.

Fonts must be 10, 11, or 12 points in size. Superscripts and subscripts (e.g., formulas, or footnote or endnote numbers) should be no more than 2 points smaller than the font size used for the body of the text.

Space and indent your thesis or dissertation following these guidelines:

• The text must appear in a single column on each page and be double-spaced throughout the document. Do not arrange chapter text in multiple columns.
• New paragraphs must be indicated by a consistent tab indentation throughout the entire document.
• The document text must be left-justified, not centered or right-justified.
• For blocked quotations, indent the entire text of the quotation consistently from the left margin.
• Ensure headings are not left hanging alone on the bottom of a prior page. The text following should be moved up or the heading should be moved down. This is something to check near the end of formatting, as other adjustments to text and spacing may change where headings appear on the page.

Exceptions : Blocked quotations, notes, captions, legends, and long headings must be single-spaced throughout the document and double-spaced between items.

Paginate your thesis or dissertation following these guidelines:

• Use lower case Roman numerals (ii, iii, iv, etc.) on all pages preceding the first page of chapter one. The title page counts as page i, but the number does not appear. Therefore, the first page showing a number will be the copyright page with ii at the bottom.
• Arabic numerals (beginning with 1, 2, 3, 4, etc.) start at chapter one or the introduction, if applicable. Arabic numbers must be included on all pages of the text, illustrations, notes, and any other materials that follow. Thus, the first page of chapter one will show an Arabic numeral 1, and numbering of all subsequent pages will follow in order.
• Do not use page numbers accompanied by letters, hyphens, periods, or parentheses (e.g., 1., 1-2, -1-, (1), or 1a).
• Center all page numbers at the bottom of the page, 1/2″ from the bottom edge.
• Pages must not contain running headers or footers, aside from page numbers.
• If your document contains landscape pages (pages in which the top of the page is the long side of a sheet of paper), make sure that your page numbers still appear in the same position and direction as they do on pages with standard portrait orientation for consistency. This likely means the page number will be centered on the short side of the paper and the number will be sideways relative to the landscape page text. See these additional instructions for assistance with pagination on landscape pages in Microsoft Word .

Format footnotes for your thesis or dissertation following these guidelines:

• Footnotes must be placed at the bottom of the page separated from the text by a solid line one to two inches long.
• Begin at the left page margin, directly below the solid line.
• Single-space footnotes that are more than one line long.
• Include one double-spaced line between each note.
• Most software packages automatically space footnotes at the bottom of the page depending on their length. It is acceptable if the note breaks within a sentence and carries the remainder into the footnote area of the next page. Do not indicate the continuation of a footnote.
• Number all footnotes with Arabic numerals. You may number notes consecutively within each chapter starting over with number 1 for the first note in each chapter, or you may number notes consecutively throughout the entire document.
• Footnote numbers must precede the note and be placed slightly above the line (superscripted). Leave no space between the number and the note.
• While footnotes should be located at the bottom of the page, do not place footnotes in a running page footer, as they must remain within the page margins.

Endnotes are an acceptable alternative to footnotes. Format endnotes for your thesis or dissertation following these guidelines:

• Always begin endnotes on a separate page either immediately following the end of each chapter, or at the end of your entire document. If you place all endnotes at the end of the entire document, they must appear after the appendices and before the references.
• Include the heading “ENDNOTES” in all capital letters, and center it 1″ below the top of the first page of your endnotes section(s).
• Single-space endnotes that are more than one line long.
• Number all endnotes with Arabic numerals. You may number notes consecutively within each chapter starting over with number 1 for the first note in each chapter, or you may number notes consecutively throughout the entire document.
• Endnote numbers must precede the note and be placed slightly above the line (superscripted). Leave no space between the number and the note.

Tables, figures, and illustrations vary widely by discipline. Therefore, formatting of these components is largely at the discretion of the author.

For example, headings and captions may appear above or below each of these components.

These components may each be placed within the main text of the document or grouped together in a separate section.

Space permitting, headings and captions for the associated table, figure, or illustration must be on the same page.

The use of color is permitted as long as it is consistently applied as part of the finished component (e.g., a color-coded pie chart) and not extraneous or unprofessional (e.g., highlighting intended solely to draw a reader's attention to a key phrase). The use of color should be reserved primarily for tables, figures, illustrations, and active website or document links throughout your thesis or dissertation.

The format you choose for these components must be consistent throughout the thesis or dissertation.

Ensure each component complies with margin and pagination requirements.

Refer to the List of Tables, Figures, and Illustrations section for additional information.

If your thesis or dissertation has appendices, they must be prepared following these guidelines:

• Appendices must appear at the end of the document (before references) and not the chapter to which they pertain.
• When there is more than one appendix, assign each appendix a number or a letter heading (e.g., “APPENDIX 1” or “APPENDIX A”) and a descriptive title. You may number consecutively throughout the entire work (e.g., 1, 2 or A, B), or you may assign a two-part Arabic numeral with the first number designating the chapter in which it appears, separated by a period, followed by a second number or letter to indicate its consecutive placement (e.g., “APPENDIX 3.2” is the second appendix referred to in Chapter Three).
• Include the chosen headings in all capital letters, and center them 1″ below the top of the page.
• All appendix headings and titles must be included in the table of contents.
• Page numbering must continue throughout your appendix or appendices. Ensure each appendix complies with margin and pagination requirements.

You are required to list all the references you consulted. For specific details on formatting your references, consult and follow a style manual or professional journal that is used for formatting publications and citations in your discipline.

Your reference pages must be prepared following these guidelines:

• If you place references after each chapter, the references for the last chapter must be placed immediately following the chapter and before the appendices.
• If you place all references at the end of the thesis or dissertation, they must appear after the appendices as the final component in the document.
• Select an appropriate heading for this section based on the style manual you are using (e.g., “REFERENCES”, “BIBLIOGRAPHY”, or “WORKS CITED”).
• Include the chosen heading in all capital letters, and center it 1″ below the top of the page.
• References must be single-spaced within each entry.
• Include one double-spaced line between each reference.
• Page numbering must continue throughout your references section. Ensure references comply with margin and pagination requirements.

In some cases, students gain approval from their academic program to include in their thesis or dissertation previously published (or submitted, in press, or under review) journal articles or similar materials that they have authored. For more information about including previously published works in your thesis or dissertation, see the section on Use of Your Own Previously Published Materials and the section on Copyrighting.

If your academic program has approved inclusion of such materials, please note that these materials must match the formatting guidelines set forth in this Guide regardless of how the material was formatted for publication.

Some specific formatting guidelines to consider include:

• Fonts, margins, chapter headings, citations, and references must all match the formatting and placement used within the rest of the thesis or dissertation.
• If appropriate, published articles can be included as separate individual chapters within the thesis or dissertation.
• A separate abstract to each chapter should not be included.
• The citation for previously published work must be included as the first footnote (or endnote) on the first page of the chapter.
• Do not include typesetting notations often used when submitting manuscripts to a publisher (i.e., insert table x here).
• The date on the title page should be the year in which your committee approves the thesis or dissertation, regardless of the date of completion or publication of individual chapters.
• If you would like to include additional details about the previously published work, this information can be included in the preface for the thesis or dissertation.

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Thesis Writing

Thesis Format

Thesis Format Essentials: Structure, Tips, and Templates

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Are you feeling overwhelmed by the thought of formatting your thesis or dissertation? It's a common challenge that many graduate students and researchers face. 

The requirements and guidelines for thesis writing can be complex and demanding, leaving you in a state of confusion.

You may find yourself struggling with questions like:  

How do I structure my thesis properly? 

What are the formatting rules I need to follow? 

Don't worry! 

In this comprehensive blog, we will explain the thesis format step by step. 

Whether you're a graduate student or a postdoctoral researcher, our thesis format guide will assist you in academic writing.

Let's get started!

Tough Essay Due? Hire Tough Writers!

• 1. What is a Thesis and a Dissertation? 
• 2. How to Structure a Thesis - The Formatting Basics 
• 3. Thesis Format Guidelines 
• 4. Thesis Format Sample
• 5. Thesis Paper Formatting Tips

What is a Thesis and a Dissertation? 

At some point in your academic journey, you've likely come across the terms "thesis" and "dissertation," but what exactly are they, and how do they differ? 

A thesis and a dissertation both represent substantial pieces of academic work, sharing some similarities, but they also have distinct characteristics.

A thesis is typically associated with undergraduate or master's degree programs. It represents a student's independent research and findings on a specific topic. The objective is to demonstrate a deep understanding of the subject matter and the ability to conduct research.

On the other hand,

A dissertation is commonly linked with doctoral programs. It's a more extensive and comprehensive research project that delves into a specific area of study in great detail. Doctoral candidates are expected to make an original contribution to their field of knowledge through their dissertation.

Give a read to our thesis vs dissertation blog to learn the difference!

How to Structure a Thesis - The Formatting Basics 

Structuring your thesis is a crucial aspect of academic writing. The thesis format font size and spacing follows a specific framework.

A well-organized thesis not only enhances readability but also reflects your dedication to the research process.

The structure can be divided into three main sections: Front Matter, Body, and End Matter.

Front Matter 

• Title Page: The title page is the very first of preliminary pages of your thesis. It typically includes the thesis title, your name, the name of your institution, and the date of submission.
• Abstract: The abstract is a concise summary of your thesis, providing readers with a brief overview of your research problem, methodology, key findings, and conclusions.
• Table of Contents: A well-organized table of contents lists all the main sections, subsections, and corresponding page numbers within your thesis.
• List of Figures and Tables: If your thesis contains figures and tables, create a separate list with captions and page numbers for easy reference.
• List of Abbreviations or Acronyms: If you've used abbreviations or acronyms in your thesis, include a list to explain their meanings.
• List of Symbols: If your research involves symbols or special characters, provide a list of these elements and their definitions.
• Acknowledgments: In this section, you can acknowledge individuals or institutions that have supported your research and thesis writing process.
• Dedication (Optional): Some students choose to include a dedication page to honor someone or express personal sentiments.
• Preface (Optional): In the preface, you can explain the background and context of your research, providing additional context for the reader.
• Introduction: The introduction sets the stage for your thesis. It introduces the research problem, its significance, research objectives, and research questions.
• Literature Review: The literature review section provides a comprehensive review of existing literature and research related to your topic. It helps establish the context for your research.
• Methodology: Describe the research methods and techniques you employed in your study. Explain how you collected and analyzed data.
• Results: Present your research findings in a clear and organized manner. Use tables, figures, and charts to illustrate key points.
• Discussion: Interpret the results and discuss their implications. Address any limitations and suggest areas for future research.
• Conclusion: Summarize the main findings and their importance. Restate the research questions and provide a final perspective on the topic.

End Matter 

• References: List all the sources you cited in your thesis, following a specific citation style (e.g., APA, MLA, Chicago).
• Appendices: Include any supplementary materials, such as raw data, surveys, questionnaires, or additional information that supports your research.
• Vita (Optional): Some academic institutions require or allow a vita, which is essentially a brief academic resume or biography.

By following this structured framework for your thesis, you'll ensure that your research is presented in a clear and organized manner, meeting the formatting basics and academic standards.

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Thesis Format Guidelines 

Formatting your thesis makes your research work not just look good but also helps others understand it easily. 

These guidelines show you how to structure and organize your thesis neatly, from the title page to the reference section. 

• Page Layout:
• Use standard 8.5 x 11-inch paper.
• Set 1-inch margins on all sides.
• Use a readable and professional font such as Times New Roman, Arial, or Calibri.
• Font size for the main text should typically be 12 points.
• Line Spacing:
• Use double-spacing throughout the document.
• Exceptions include footnotes, long quotations, and the bibliography , which may be single-spaced.
• Heading Structure:
• Use a clear and hierarchical heading structure to organize your content.
• Differentiate between main headings and subheadings with bold, italics, or size variations.
• Page Numbering:
• Page numbers are typically placed in the header or footer.
• Number the pages consecutively throughout the document.
• Arabic numerals or roman numerals are used for the body of the thesis.
• Title Page:
• The title page should include the thesis title, your name, institutional affiliation, and the date of thesis submission.
• Follow your institution's specific guidelines for title page formatting.
• Table of Contents:
• Create a well-organized table of contents listing all sections and subsections with corresponding page numbers.
• Use a clear and consistent format for this section.
• List of Figures and Tables:
• If applicable, provide separate lists for figures and tables, including captions and page numbers.
• Ensure consistent formatting for these lists.
• Present a concise summary of the thesis, highlighting the research problem, methodology , key findings, and conclusions.
• Typically, the abstract is on a separate page immediately following the title page.
• Citations and References:
• Follow a specific citation style consistently throughout your thesis (e.g., APA, MLA, Chicago).
• Ensure that in-text citations and references are accurate and properly formatted.
• Page Breaks:
• Use page breaks to separate sections properly. This ensures that your chapters and other major divisions begin on new pages.
• Maintain the required margins (usually 1 inch) on all sides, including the top, bottom, left, and right.
• Appendices:
• If you include appendices, ensure they follow the same formatting rules as the main body of the thesis.

You can also refer to the below-given document to understand the format template of a thesis paper.

Thesis Format Template

Thesis Format Sample

Here are some thesis format examples to get a better understanding.

APA Thesis Format

MLA Thesis Format

Baby Thesis Format

Undergraduate Thesis Format

Master Thesis Format

PhD Thesis Format

Thesis Format for Computer Science

Research Thesis Format

Thesis Paper Formatting Tips

Formatting your thesis paper correctly is not only about making it look neat and professional but also about meeting the stringent requirements set by your academic institution.

Whether you're in the early stages of writing your thesis or preparing for submission, these tips will help you in formatting.

• Adhere to Institutional Guidelines: Follow your institution's specific formatting requirements, including thesis format margins, font styles, and citation styles.
• Consistency in Formatting: Maintain uniform font, font size, and spacing throughout the thesis for a professional appearance.
• Proper Page Numbering: Place page numbers correctly in the header or footer, starting with the first chapter after the front matter.
• Title Page Accuracy: Ensure the title page contains the accurate title, your name, institutional affiliation, and submission date.
• Organized Table of Contents: Create a well-structured table of contents listing all sections and subsections with page numbers.
• List of Figures and Tables: Provide separate, well-labeled lists for figures and tables, including captions and page numbers.

In conclusion, this blog has provided valuable insights into the essential aspects of formatting a thesis paper.

By following these tips, students can ensure that their research is not only well-structured and polished but also meets the rigorous standards set by their academic institutions.

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Thesis / dissertation formatting manual (2024).

• Filing Fees and Student Status
• Submission Process Overview
• Electronic Thesis Submission
• Paper Thesis Submission
• Formatting Overview
• Fonts/Typeface
• Pagination, Margins, Spacing
• Paper Thesis Formatting
• Preliminary Pages Overview
• Copyright Page
• Dedication Page
• Table of Contents
• List of Figures (etc.)
• Acknowledgements
• Text and References Overview
• Figures and Illustrations
• Using Your Own Previously Published Materials
• Using Copyrighted Materials by Another Author
• Open Access and Embargoes
• Copyright and Creative Commons
• Ordering Print (Bound) Copies
• Tutorials and Assistance
• FAQ This link opens in a new window

UCI Libraries maintains the following  templates to assist in formatting your graduate manuscript. If you are formatting your manuscript in Microsoft Word, feel free to download and use the template. If you would like to see what your manuscript should look like, PDFs have been provided. If you are formatting your manuscript using LaTex, UCI maintains a template on OverLeaf.

• Annotated Template (Dissertation) 2024 PDF of a template with annotations of what to look out for
• Word: Thesis Template 2024 Editable template of the Master's thesis formatting.
• PDF Thesis Template 2024
• Word: Dissertation Template 2024 Editable template of the PhD Dissertation formatting.
• PDF: Dissertation Template 2024
• Overleaf (LaTex) Template
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• Next: FAQ >>
• Last Updated: May 31, 2024 9:34 AM
• URL: https://guides.lib.uci.edu/gradmanual

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What’s Included: The Dissertation Template

If you’re preparing to write your dissertation, thesis or research project, our free dissertation template is the perfect starting point. In the template, we cover every section step by step, with clear, straightforward explanations and examples .

The template’s structure is based on the tried and trusted best-practice format for formal academic research projects such as dissertations and theses. The template structure reflects the overall research process, ensuring your dissertation or thesis will have a smooth, logical flow from chapter to chapter.

The dissertation template covers the following core sections:

• The title page/cover page
• Abstract (sometimes also called the executive summary)
• Table of contents
• List of figures /list of tables
• Chapter 1: Introduction  (also available: in-depth introduction template )
• Chapter 2: Literature review  (also available: in-depth LR template )
• Chapter 3: Methodology (also available: in-depth methodology template )
• Chapter 4: Research findings /results (also available: results template )
• Chapter 5: Discussion /analysis of findings (also available: discussion template )
• Chapter 6: Conclusion (also available: in-depth conclusion template )
• Reference list

Each section is explained in plain, straightforward language , followed by an overview of the key elements that you need to cover within each section. We’ve also included practical examples to help you understand exactly what’s required in each section.

The cleanly-formatted Google Doc can be downloaded as a fully editable MS Word Document (DOCX format), so you can use it as-is or convert it to LaTeX.

FAQs: Dissertation Template

What format is the template (doc, pdf, ppt, etc.).

The dissertation template is provided as a Google Doc. You can download it in MS Word format or make a copy to your Google Drive. You’re also welcome to convert it to whatever format works best for you, such as LaTeX or PDF.

What types of dissertations/theses can this template be used for?

The template follows the standard best-practice structure for formal academic research projects such as dissertations or theses, so it is suitable for the vast majority of degrees, particularly those within the sciences.

Some universities may have some additional requirements, but these are typically minor, with the core structure remaining the same. Therefore, it’s always a good idea to double-check your university’s requirements before you finalise your structure.

Will this work for a research paper?

A research paper follows a similar format, but there are a few differences. You can find our research paper template here .

Is this template for an undergrad, Masters or PhD-level thesis?

This template can be used for a dissertation, thesis or research project at any level of study. It may be slight overkill for an undergraduate-level study, but it certainly won’t be missing anything.

How long should my dissertation/thesis be?

This depends entirely on your university’s specific requirements, so it’s best to check with them. As a general ballpark, Masters-level projects are usually 15,000 – 20,000 words in length, while Doctoral-level projects are often in excess of 60,000 words.

What about the research proposal?

If you’re still working on your research proposal, we’ve got a template for that here .

We’ve also got loads of proposal-related guides and videos over on the Grad Coach blog .

How do I write a literature review?

We have a wealth of free resources on the Grad Coach Blog that unpack how to write a literature review from scratch. You can check out the literature review section of the blog here.

How do I create a research methodology?

We have a wealth of free resources on the Grad Coach Blog that unpack research methodology, both qualitative and quantitative. You can check out the methodology section of the blog here.

Can I share this dissertation template with my friends/colleagues?

Yes, you’re welcome to share this template. If you want to post about it on your blog or social media, all we ask is that you reference this page as your source.

Can Grad Coach help me with my dissertation/thesis?

Within the template, you’ll find plain-language explanations of each section, which should give you a fair amount of guidance. However, you’re also welcome to consider our dissertation and thesis coaching services .

APA Style 7th Edition: Citing Your Sources

• Basics of APA Formatting
• In Text Quick View
• Block Quotes
• Books & eBooks
• Thesis/Dissertation

Standard Format

Formatting rules, various examples.

• Audiovisual
• Conference Presentations
• Social Media
• Legal References
• Reports and Gray Literature
• Academic Integrity and Plagiarism
• Additional Resources
• Reference Page

Adapted from American Psychological Association. (2020). Publication manual of the American Psychological Association (7th ed).  https://doi.org/10.1037/0000165-000

Formatting:

• Italicize the title
• Identify whether source is doctoral dissertation or master’s thesis in parentheses after the title

See Ch. 10 pp. 313-352 of APA Manual for more examples and formatting rules

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• Last Updated: Jun 5, 2024 4:00 PM
• URL: https://libguides.usc.edu/APA7th

Research Paper: A step-by-step guide: 3. Thesis Statement & Outline

• 1. Getting Started
• 2. Topic Ideas
• 3. Thesis Statement & Outline
• 4. Appropriate Sources
• 5. Search Techniques
• 6. Taking Notes & Documenting Sources
• 7. Evaluating Sources
• 8. Citations & Plagiarism
• 9. Writing Your Research Paper

About Thesis Statements

Qualities of a thesis statement.

Thesis statements:

• state the subject matter and main ideas of a paper.
• appear in the first paragraph and announces what you will discuss in your paper.
• define the scope and focus of your essay, and tells your reader what to expect.  
• are not a simple factual statement.  It is an assertion that states your claims and that you can prove with evidence.
• should be the product of research and your own critical thinking.
• can be very helpful in constructing an outline for your essay; for each point you make, ask yourself whether it is relevant to the thesis.

Steps you can use to create a thesis statement

1. Start out with the main topic and focus of your essay.

youth gangs + prevention and intervention programs

2. Make a claim or argument in one sentence.  It can be helpful to start with a question which you then turn into an argument

Can prevention and intervention programs stop youth gang activities?  How?  ►►►  "Prevention and intervention programs can stop youth gang activities by giving teens something else to do."

3. Revise the sentence by using specific terms.

"Early prevention programs in schools are the most effective way to prevent youth gang involvement by giving teens good activities that offer a path to success."

4. Further revise the sentence to cover the scope of your essay and make a strong statement.

"Among various prevention and intervention efforts that have been made to deal with the rapid growth of youth gangs, early school-based prevention programs are the most effective way to prevent youth gang involvement, which they do by giving teens meaningful activities that offer pathways to achievement and success."

5. Keep your thesis statement flexible and revise it as needed. In the process of researching and writing, you may find new information or refine your understanding of the topic.

You can view this short video for more tips on how to write a clear thesis statement.

An outline is the skeleton of your essay, in which you list the arguments and subtopics in a logical order. A good outline is an important element in writing a good paper. An outline helps to target your research areas, keep you within the scope without going off-track, and it can also help to keep your argument in good order when writing the essay.  Once your outline is in good shape, it is much easier to write your paper; you've already done most of the thinking, so you just need to fill in the outline with a paragraph for each point.

To write an outline: The most common way to write an outline is the list format.  List all the major topics and subtopics with the key points that support them. Put similar topics and points together and arrange them in a logical order.    Include an introduction, a body, and a conclusion. 

A list outline should arrange the main points or arguments in a hierarchical structure indicated by Roman numerals for main ideas (I, II, III...), capital letters for subtopics (A, B, C...), Arabic numerals for details (1,2,3...), and lower-case letters for fine details if needed (a,b,c...). This helps keep things organized.  

Here is a shortened example of an outline:

Introduction: background and thesis statement

I. First topic

1. Supporting evidence 2. Supporting evidence

II. Second Topic

III. Third Topic

I. Summarize the main points of your paper II. Restate your thesis in different words III. Make a strong final statement

You can see examples of a few different kinds of outlines and get more help at the Purdue OWL .

• << Previous: 2. Topic Ideas
• Next: 4. Appropriate Sources >>
• Last Updated: Apr 18, 2023 12:12 PM
• URL: https://butte.libguides.com/ResearchPaper

Reference management. Clean and simple.

How to structure a thesis

A typical thesis structure

1. abstract, 2. introduction, 3. literature review, 6. discussion, 7. conclusion, 8. reference list, frequently asked questions about structuring a thesis, related articles.

Starting a thesis can be daunting. There are so many questions in the beginning:

• How do you actually start your thesis?
• How do you structure it?
• What information should the individual chapters contain?

Each educational program has different demands on your thesis structure, which is why asking directly for the requirements of your program should be a first step. However, there is not much flexibility when it comes to structuring your thesis.

Abstract : a brief overview of your entire thesis.

Literature review : an evaluation of previous research on your topic that includes a discussion of gaps in the research and how your work may fill them.

Methods : outlines the methodology that you are using in your research.

Thesis : a large paper, or multi-chapter work, based on a topic relating to your field of study.

The abstract is the overview of your thesis and generally very short. This section should highlight the main contents of your thesis “at a glance” so that someone who is curious about your work can get the gist quickly. Take a look at our guide on how to write an abstract for more info.

Tip: Consider writing your abstract last, after you’ve written everything else.

The introduction to your thesis gives an overview of its basics or main points. It should answer the following questions:

• Why is the topic being studied?
• How is the topic being studied?
• What is being studied?

In answering the first question, you should know what your personal interest in this topic is and why it is relevant. Why does it matter?

To answer the "how", you should briefly explain how you are going to reach your research goal. Some prefer to answer that question in the methods chapter, but you can give a quick overview here.

And finally, you should explain "what" you are studying. You can also give background information here.

You should rewrite the introduction one last time when the writing is done to make sure it connects with your conclusion. Learn more about how to write a good thesis introduction in our thesis introduction guide .

A literature review is often part of the introduction, but it can be a separate section. It is an evaluation of previous research on the topic showing that there are gaps that your research will attempt to fill. A few tips for your literature review:

• Use a wide array of sources
• Show both sides of the coin
• Make sure to cover the classics in your field
• Present everything in a clear and structured manner

For more insights on lit reviews, take a look at our guide on how to write a literature review .

The methodology chapter outlines which methods you choose to gather data, how the data is analyzed and justifies why you chose that methodology . It shows how your choice of design and research methods is suited to answering your research question.

Make sure to also explain what the pitfalls of your approach are and how you have tried to mitigate them. Discussing where your study might come up short can give you more credibility, since it shows the reader that you are aware of its limitations.

Tip: Use graphs and tables, where appropriate, to visualize your results.

The results chapter outlines what you found out in relation to your research questions or hypotheses. It generally contains the facts of your research and does not include a lot of analysis, because that happens mostly in the discussion chapter.

Clearly visualize your results, using tables and graphs, especially when summarizing, and be consistent in your way of reporting. This means sticking to one format to help the reader evaluate and compare the data.

The discussion chapter includes your own analysis and interpretation of the data you gathered , comments on your results and explains what they mean. This is your opportunity to show that you have understood your findings and their significance.

Point out the limitations of your study, provide explanations for unexpected results, and note any questions that remain unanswered.

This is probably your most important chapter. This is where you highlight that your research objectives have been achieved. You can also reiterate any limitations to your study and make suggestions for future research.

Remember to check if you have really answered all your research questions and hypotheses in this chapter. Your thesis should be tied up nicely in the conclusion and show clearly what you did, what results you got, and what you learned. Discover how to write a good conclusion in our thesis conclusion guide .

At the end of your thesis, you’ll have to compile a list of references for everything you’ve cited above. Ideally, you should keep track of everything from the beginning. Otherwise, this could be a mammoth and pretty laborious task to do.

Consider using a reference manager like Paperpile to format and organize your citations. Paperpile allows you to organize and save your citations for later use and cite them in thousands of citation styles directly in Google Docs, Microsoft Word, or LaTeX:

🔲 Introduction

🔲 Literature review

🔲 Discussion

🔲 Conclusion

🔲 Reference list

The basic elements of a thesis are: Abstract, Introduction, Literature Review, Methods, Results, Discussion, Conclusion, and Reference List.

It's recommended to start a thesis by writing the literature review first. This way you learn more about the sources, before jumping to the discussion or any other element.

It's recommended to write the abstract of a thesis last, once everything else is done. This way you will be able to provide a complete overview of your work.

Usually, the discussion is the longest part of a thesis. In this part you are supposed to point out the limitations of your study, provide explanations for unexpected results, and note any questions that remain unanswered.

The order of the basic elements of a thesis are: 1. Abstract, 2. Introduction, 3. Literature Review, 4. Methods, 5. Results, 6. Discussion, 7. Conclusion, and 8. Reference List.

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Thesis Format

• Updated on  
• Apr 21, 2023

Drafting a thesis or dissertation can be difficult at times. It is just too much work and takes a lot of time to complete but your thesis work can become a lot easier if you know how to structure it. However, thesis structure may slightly vary for different courses but a thesis format is generally the same for most of the courses. This blog includes everything you need to know about a Thesis Format.

This Blog Includes:

What is a thesis and a dissertation, front matter, dissertation format: how to write a dissertation, how to choose topics and titles for thesis or dissertation, tips to write a thesis or dissertation, thesis sample format, dissertation sample, numbering pages, thesis format templates, faqs about thesis format.

A thesis is an academic piece that is meant to include a viewpoint of your findings on the topic you’ve chosen. It is about 100-150 pages and is supposed to be submitted during the completion of your graduate program to mark an end to your study. While a dissertation is an independent work of research that requires you to demonstrate your research and come to a conclusion. It has no specific length but depending on the course you may be required to not exceed the 60,000 – 80,000 world limit. A dissertation is supposed to be written during your doctoral program. Your dissertation is a contribution to the respective field of your study.

Thesis Writing Format: How to Structure a Thesis?

The format of a Thesis is one of the key similarities that a thesis and a dissertation have. Mentioned below are the structures:

• Title – The candidate’s department usually gives a standard title page form which everyone is requied to follow. Usually, the title should be informative, consists important keywords, and adequately exhibit the topic of the thesis.
• Abstract – The adequate section briefly describes the research problem, alongwith the right methodology that will be used, and what are the key results at the end of the project.
• Tabel of Contents – Here the stduent is required to list all the key subject headings and subheadings that are being use din the thesis along witht he accurate page numbers.
• List of Figures – This is a list of all the figure numbers, figure titles, and page numbers mentioned in the thesis.
• List of Tables – The table list contains all the mentioned table numbers, table titles, and page numbers that is included in the thesis.
• Nomenclature – Usually we end of using a lot of unfamiliar symbols and numbers that may not be understandable to everyone, hence, a nomenclature is included where we list all the unfamiliar terms, symbols, acronyms, and their meanings.
• Statement of Purpose/Aim/Research Questions
• Theory – Usually the student is required to add a theory section if they have developed a theoretical basis for the research topic that includes any governing equations.
• Methodology – In this section of the thesis the writer list and describes the key materials and apparatus that were used in the thesis. After mentioning them, the procedure is described briefly with enough details so that it can be utilized by other readers for future research projects.
• Results – The results are presented after the above topics with the accurate information accompanied by the tables and graphs for further understanding.
• Significance/Implications (Results of the Discussion) – After presenting the results, the significance of it is emphasized for further discussions and what are the topics that has emerged from the following research for further exploration.
• Overview of Chapter (Conclusion) – This section reviews the results and states clearly what their significance is in the field of the particular subject. The writer also utilizes this section to comparatively analyse the result in the theoretical expectation what are their opinions after the end of the research.
• Acknowledgements – This section mentions all the advisors, sponsors, funding agencies, colleagues, technicians who assisted the researchers to carry out the entire project.
• Appendixes – Appendixes are list of information that provides detailed calculations, procedures, data for the entire project.
• Bibliography – This section consists of all the referred works in your project. Usually the structure of the bibliography is given by the department and the writer must follow the exact style recommended byt them.

The format of a Dissertation is quite similar to a Thesis format. A dissertation must include the following sections:

• Section I: Introduction
• Section II: Review of Literature
• Section III: Research Methodology
• Section IV: Result Presentation
• Section V: Summary, Implications and Conclusions

Also Read: How to write a Dissertation?

• Select a relevant and interesting topic for your thesis or  dissertation.
• The topic must be capable of providing you with content to support your arguments.
• Do not include shallow questions in your dissertation that are supposed to be answered with a Yes or No. Include questions that provide you with long but worthy answers.
• Ask for feedback and advice from your supervisors or teachers more often. Their suggestions can be a great help.
• While choosing a title for your thesis or dissertation, select an appropriate title that does justice to your research. The title should be capable enough to demonstrate the purpose of your dissertation or thesis through the title itself.

Also Read: MBA Dissertation Topics to Consider

Apart from using the correct format for your Thesis or Dissertation, there a couple of other tips you can use to make it better.

• Set specific goals and deadlines so that you complete the thesis and dissertation on time. 
• Give at least 2 hours a day to write a dissertation or thesis. 2 or 3 hours are enough for you to start with. You can increase the hours if you feel that you can work under pressure.
• Start with a rough draft. Remember that it is not the final draft, you can always make changes if needed in the final dissertation.
• While writing a thesis ensure that you include evidence of your personal experience throughout the duration of writing a thesis. 
• A thesis statement should be extremely precise. It should only include your objective with particular evidence to support the statement.
• Proofread your thesis and dissertation and make changes if required.
• While choosing a topic for dissertation, you should try to find a topic that you are genuinely concerned about. If you choose a topic that you love, you’ll be able to put your thoughts clearly. 
• Conduct effective research and choose a variety of methods. Do not use just one method. Try to use different methods so that you get a lot of content through the findings.
• Do not copy content. Plagiarism is extremely prohibited while writing a thesis or a dissertation. However, you can still use primary sources to support your statements in a thesis but a dissertation is original research work that should only include your findings.

Also Read: Dissertation Topics for Marketing

To make it easier for you to understand the format of a thesis, we’ve mentioned a thesis sample outline for your reference below:

Mentioned below is a Dissertation Outline sample for your reference:

The Impacts of a Potential Free Trade Agreement Between Mercosur and the European Union – A Structural Gravity Model General Equilibrium Analysis

Thesis Format Guidelines

For writing a thesis, use 1.5 or double-spaced text. When it comes to footnotes, long quotations, bibliography entries (double space between entries), table captions, students must use single spacing.

The thesis should be formatted to be printed on 8.5 x 11-inch paper within your PDF.

A left margin of 1.5 and a top, bottom, and right margin of 1 for thesis format is the ideal sizing.

The title page contains degrees and other titles of committee members. Make sure to use the correct titles, upper case settings, and spacing when writing this page. Get all the relevant signatures and references for this page.

The abstract should be 350 words for a doctorate or 150 words for a master’s. It should contain a summary of the results, conclusions or main arguments presented in the thesis beneath a heading called the Abstract, title of the thesis, and name of the writer.

Numbering pages should be on the upper right corner of the page.

Hyperlinks are not the same as complete bibliographic citations.

A Master’s thesis is around 80-100 pages excluding the bibliography.

A thesis should have the main 5 chapters that are an introduction, review of literature, methodology, findings, and conclusion.

A dissertation must include at least 8-12 references for every 1,000 words as per the general rule for writing a dissertation.

Bachelor’s and master’s theses typically include three parts: the first introduces the topic, the body contains a description of how the study was carried out, and the last portion lists the information related to the work.

This was all that you needed to know about how to format your Thesis. Are you interested in pursuing a PhD or Masters for your further studies? Our Leverage Edu experts will provide you with end-to-end assistance starting from your university application to the time you reach your university and commence your studies. Call us at 1800 57 2000 to book a FREE 30-minute counselling session today.

Damanpreet Kaur Vohra

Daman is an author with profound expertise in writing engaging and informative content focused on EdTech and Study Abroad. With a keen understanding of these domains, Daman excels at creating complex concepts into accessible, reader-friendly material. With a proven track record of insightful articles, Daman stands as a reliable source for providing content for EdTech and Study Abroad.

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Reference Examples

More than 100 reference examples and their corresponding in-text citations are presented in the seventh edition Publication Manual . Examples of the most common works that writers cite are provided on this page; additional examples are available in the Publication Manual .

To find the reference example you need, first select a category (e.g., periodicals) and then choose the appropriate type of work (e.g., journal article ) and follow the relevant example.

When selecting a category, use the webpages and websites category only when a work does not fit better within another category. For example, a report from a government website would use the reports category, whereas a page on a government website that is not a report or other work would use the webpages and websites category.

Also note that print and electronic references are largely the same. For example, to cite both print books and ebooks, use the books and reference works category and then choose the appropriate type of work (i.e., book ) and follow the relevant example (e.g., whole authored book ).

Examples on these pages illustrate the details of reference formats. We make every attempt to show examples that are in keeping with APA Style’s guiding principles of inclusivity and bias-free language. These examples are presented out of context only to demonstrate formatting issues (e.g., which elements to italicize, where punctuation is needed, placement of parentheses). References, including these examples, are not inherently endorsements for the ideas or content of the works themselves. An author may cite a work to support a statement or an idea, to critique that work, or for many other reasons. For more examples, see our sample papers .

Reference examples are covered in the seventh edition APA Style manuals in the Publication Manual Chapter 10 and the Concise Guide Chapter 10

Related handouts

• Common Reference Examples Guide (PDF, 147KB)
• Reference Quick Guide (PDF, 225KB)

Textual Works

Textual works are covered in Sections 10.1–10.8 of the Publication Manual . The most common categories and examples are presented here. For the reviews of other works category, see Section 10.7.

• Journal Article References
• Magazine Article References
• Newspaper Article References
• Blog Post and Blog Comment References
• UpToDate Article References
• Book/Ebook References
• Diagnostic Manual References
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• Published Dissertation or Thesis References
• Unpublished Dissertation or Thesis References
• ERIC Database References
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Data and Assessments

Data sets are covered in Section 10.9 of the Publication Manual . For the software and tests categories, see Sections 10.10 and 10.11.

• Data Set References
• Toolbox References

Audiovisual Media

Audiovisual media are covered in Sections 10.12–10.14 of the Publication Manual . The most common examples are presented together here. In the manual, these examples and more are separated into categories for audiovisual, audio, and visual media.

• Artwork References
• Clip Art or Stock Image References
• Film and Television References
• Musical Score References
• Online Course or MOOC References
• Podcast References
• PowerPoint Slide or Lecture Note References
• Radio Broadcast References
• TED Talk References
• Transcript of an Audiovisual Work References
• YouTube Video References

Online Media

Online media are covered in Sections 10.15 and 10.16 of the Publication Manual . Please note that blog posts are part of the periodicals category.

• Facebook References
• Instagram References
• LinkedIn References
• Online Forum (e.g., Reddit) References
• TikTok References
• X References
• Webpage on a Website References
• Clinical Practice References
• Open Educational Resource References
• Whole Website References

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A generative AI reset: Rewiring to turn potential into value in 2024

It’s time for a generative AI (gen AI) reset. The initial enthusiasm and flurry of activity in 2023 is giving way to second thoughts and recalibrations as companies realize that capturing gen AI’s enormous potential value is harder than expected .

With 2024 shaping up to be the year for gen AI to prove its value, companies should keep in mind the hard lessons learned with digital and AI transformations: competitive advantage comes from building organizational and technological capabilities to broadly innovate, deploy, and improve solutions at scale—in effect, rewiring the business  for distributed digital and AI innovation.

About QuantumBlack, AI by McKinsey

QuantumBlack, McKinsey’s AI arm, helps companies transform using the power of technology, technical expertise, and industry experts. With thousands of practitioners at QuantumBlack (data engineers, data scientists, product managers, designers, and software engineers) and McKinsey (industry and domain experts), we are working to solve the world’s most important AI challenges. QuantumBlack Labs is our center of technology development and client innovation, which has been driving cutting-edge advancements and developments in AI through locations across the globe.

Companies looking to score early wins with gen AI should move quickly. But those hoping that gen AI offers a shortcut past the tough—and necessary—organizational surgery are likely to meet with disappointing results. Launching pilots is (relatively) easy; getting pilots to scale and create meaningful value is hard because they require a broad set of changes to the way work actually gets done.

Let’s briefly look at what this has meant for one Pacific region telecommunications company. The company hired a chief data and AI officer with a mandate to “enable the organization to create value with data and AI.” The chief data and AI officer worked with the business to develop the strategic vision and implement the road map for the use cases. After a scan of domains (that is, customer journeys or functions) and use case opportunities across the enterprise, leadership prioritized the home-servicing/maintenance domain to pilot and then scale as part of a larger sequencing of initiatives. They targeted, in particular, the development of a gen AI tool to help dispatchers and service operators better predict the types of calls and parts needed when servicing homes.

Leadership put in place cross-functional product teams with shared objectives and incentives to build the gen AI tool. As part of an effort to upskill the entire enterprise to better work with data and gen AI tools, they also set up a data and AI academy, which the dispatchers and service operators enrolled in as part of their training. To provide the technology and data underpinnings for gen AI, the chief data and AI officer also selected a large language model (LLM) and cloud provider that could meet the needs of the domain as well as serve other parts of the enterprise. The chief data and AI officer also oversaw the implementation of a data architecture so that the clean and reliable data (including service histories and inventory databases) needed to build the gen AI tool could be delivered quickly and responsibly.

Creating value beyond the hype

Let’s deliver on the promise of technology from strategy to scale.

Our book Rewired: The McKinsey Guide to Outcompeting in the Age of Digital and AI (Wiley, June 2023) provides a detailed manual on the six capabilities needed to deliver the kind of broad change that harnesses digital and AI technology. In this article, we will explore how to extend each of those capabilities to implement a successful gen AI program at scale. While recognizing that these are still early days and that there is much more to learn, our experience has shown that breaking open the gen AI opportunity requires companies to rewire how they work in the following ways.

Figure out where gen AI copilots can give you a real competitive advantage

The broad excitement around gen AI and its relative ease of use has led to a burst of experimentation across organizations. Most of these initiatives, however, won’t generate a competitive advantage. One bank, for example, bought tens of thousands of GitHub Copilot licenses, but since it didn’t have a clear sense of how to work with the technology, progress was slow. Another unfocused effort we often see is when companies move to incorporate gen AI into their customer service capabilities. Customer service is a commodity capability, not part of the core business, for most companies. While gen AI might help with productivity in such cases, it won’t create a competitive advantage.

To create competitive advantage, companies should first understand the difference between being a “taker” (a user of available tools, often via APIs and subscription services), a “shaper” (an integrator of available models with proprietary data), and a “maker” (a builder of LLMs). For now, the maker approach is too expensive for most companies, so the sweet spot for businesses is implementing a taker model for productivity improvements while building shaper applications for competitive advantage.

Much of gen AI’s near-term value is closely tied to its ability to help people do their current jobs better. In this way, gen AI tools act as copilots that work side by side with an employee, creating an initial block of code that a developer can adapt, for example, or drafting a requisition order for a new part that a maintenance worker in the field can review and submit (see sidebar “Copilot examples across three generative AI archetypes”). This means companies should be focusing on where copilot technology can have the biggest impact on their priority programs.

Copilot examples across three generative AI archetypes

• “Taker” copilots help real estate customers sift through property options and find the most promising one, write code for a developer, and summarize investor transcripts.
• “Shaper” copilots provide recommendations to sales reps for upselling customers by connecting generative AI tools to customer relationship management systems, financial systems, and customer behavior histories; create virtual assistants to personalize treatments for patients; and recommend solutions for maintenance workers based on historical data.
• “Maker” copilots are foundation models that lab scientists at pharmaceutical companies can use to find and test new and better drugs more quickly.

Some industrial companies, for example, have identified maintenance as a critical domain for their business. Reviewing maintenance reports and spending time with workers on the front lines can help determine where a gen AI copilot could make a big difference, such as in identifying issues with equipment failures quickly and early on. A gen AI copilot can also help identify root causes of truck breakdowns and recommend resolutions much more quickly than usual, as well as act as an ongoing source for best practices or standard operating procedures.

The challenge with copilots is figuring out how to generate revenue from increased productivity. In the case of customer service centers, for example, companies can stop recruiting new agents and use attrition to potentially achieve real financial gains. Defining the plans for how to generate revenue from the increased productivity up front, therefore, is crucial to capturing the value.

McKinsey Live Event: Unlocking the full value of gen AI

Join our colleagues Jessica Lamb and Gayatri Shenai on April 8, as they discuss how companies can navigate the ever-changing world of gen AI.

Upskill the talent you have but be clear about the gen-AI-specific skills you need

By now, most companies have a decent understanding of the technical gen AI skills they need, such as model fine-tuning, vector database administration, prompt engineering, and context engineering. In many cases, these are skills that you can train your existing workforce to develop. Those with existing AI and machine learning (ML) capabilities have a strong head start. Data engineers, for example, can learn multimodal processing and vector database management, MLOps (ML operations) engineers can extend their skills to LLMOps (LLM operations), and data scientists can develop prompt engineering, bias detection, and fine-tuning skills.

A sample of new generative AI skills needed

The following are examples of new skills needed for the successful deployment of generative AI tools:

• data scientist:
• prompt engineering
• in-context learning
• bias detection
• pattern identification
• reinforcement learning from human feedback
• hyperparameter/large language model fine-tuning; transfer learning
• data engineer:
• data wrangling and data warehousing
• data pipeline construction
• multimodal processing
• vector database management

The learning process can take two to three months to get to a decent level of competence because of the complexities in learning what various LLMs can and can’t do and how best to use them. The coders need to gain experience building software, testing, and validating answers, for example. It took one financial-services company three months to train its best data scientists to a high level of competence. While courses and documentation are available—many LLM providers have boot camps for developers—we have found that the most effective way to build capabilities at scale is through apprenticeship, training people to then train others, and building communities of practitioners. Rotating experts through teams to train others, scheduling regular sessions for people to share learnings, and hosting biweekly documentation review sessions are practices that have proven successful in building communities of practitioners (see sidebar “A sample of new generative AI skills needed”).

It’s important to bear in mind that successful gen AI skills are about more than coding proficiency. Our experience in developing our own gen AI platform, Lilli , showed us that the best gen AI technical talent has design skills to uncover where to focus solutions, contextual understanding to ensure the most relevant and high-quality answers are generated, collaboration skills to work well with knowledge experts (to test and validate answers and develop an appropriate curation approach), strong forensic skills to figure out causes of breakdowns (is the issue the data, the interpretation of the user’s intent, the quality of metadata on embeddings, or something else?), and anticipation skills to conceive of and plan for possible outcomes and to put the right kind of tracking into their code. A pure coder who doesn’t intrinsically have these skills may not be as useful a team member.

While current upskilling is largely based on a “learn on the job” approach, we see a rapid market emerging for people who have learned these skills over the past year. That skill growth is moving quickly. GitHub reported that developers were working on gen AI projects “in big numbers,” and that 65,000 public gen AI projects were created on its platform in 2023—a jump of almost 250 percent over the previous year. If your company is just starting its gen AI journey, you could consider hiring two or three senior engineers who have built a gen AI shaper product for their companies. This could greatly accelerate your efforts.

Form a centralized team to establish standards that enable responsible scaling

To ensure that all parts of the business can scale gen AI capabilities, centralizing competencies is a natural first move. The critical focus for this central team will be to develop and put in place protocols and standards to support scale, ensuring that teams can access models while also minimizing risk and containing costs. The team’s work could include, for example, procuring models and prescribing ways to access them, developing standards for data readiness, setting up approved prompt libraries, and allocating resources.

While developing Lilli, our team had its mind on scale when it created an open plug-in architecture and setting standards for how APIs should function and be built.  They developed standardized tooling and infrastructure where teams could securely experiment and access a GPT LLM , a gateway with preapproved APIs that teams could access, and a self-serve developer portal. Our goal is that this approach, over time, can help shift “Lilli as a product” (that a handful of teams use to build specific solutions) to “Lilli as a platform” (that teams across the enterprise can access to build other products).

For teams developing gen AI solutions, squad composition will be similar to AI teams but with data engineers and data scientists with gen AI experience and more contributors from risk management, compliance, and legal functions. The general idea of staffing squads with resources that are federated from the different expertise areas will not change, but the skill composition of a gen-AI-intensive squad will.

Set up the technology architecture to scale

Building a gen AI model is often relatively straightforward, but making it fully operational at scale is a different matter entirely. We’ve seen engineers build a basic chatbot in a week, but releasing a stable, accurate, and compliant version that scales can take four months. That’s why, our experience shows, the actual model costs may be less than 10 to 15 percent of the total costs of the solution.

Building for scale doesn’t mean building a new technology architecture. But it does mean focusing on a few core decisions that simplify and speed up processes without breaking the bank. Three such decisions stand out:

• Focus on reusing your technology. Reusing code can increase the development speed of gen AI use cases by 30 to 50 percent. One good approach is simply creating a source for approved tools, code, and components. A financial-services company, for example, created a library of production-grade tools, which had been approved by both the security and legal teams, and made them available in a library for teams to use. More important is taking the time to identify and build those capabilities that are common across the most priority use cases. The same financial-services company, for example, identified three components that could be reused for more than 100 identified use cases. By building those first, they were able to generate a significant portion of the code base for all the identified use cases—essentially giving every application a big head start.
• Focus the architecture on enabling efficient connections between gen AI models and internal systems. For gen AI models to work effectively in the shaper archetype, they need access to a business’s data and applications. Advances in integration and orchestration frameworks have significantly reduced the effort required to make those connections. But laying out what those integrations are and how to enable them is critical to ensure these models work efficiently and to avoid the complexity that creates technical debt  (the “tax” a company pays in terms of time and resources needed to redress existing technology issues). Chief information officers and chief technology officers can define reference architectures and integration standards for their organizations. Key elements should include a model hub, which contains trained and approved models that can be provisioned on demand; standard APIs that act as bridges connecting gen AI models to applications or data; and context management and caching, which speed up processing by providing models with relevant information from enterprise data sources.
• Build up your testing and quality assurance capabilities. Our own experience building Lilli taught us to prioritize testing over development. Our team invested in not only developing testing protocols for each stage of development but also aligning the entire team so that, for example, it was clear who specifically needed to sign off on each stage of the process. This slowed down initial development but sped up the overall delivery pace and quality by cutting back on errors and the time needed to fix mistakes.

Ensure data quality and focus on unstructured data to fuel your models

The ability of a business to generate and scale value from gen AI models will depend on how well it takes advantage of its own data. As with technology, targeted upgrades to existing data architecture  are needed to maximize the future strategic benefits of gen AI:

• Be targeted in ramping up your data quality and data augmentation efforts. While data quality has always been an important issue, the scale and scope of data that gen AI models can use—especially unstructured data—has made this issue much more consequential. For this reason, it’s critical to get the data foundations right, from clarifying decision rights to defining clear data processes to establishing taxonomies so models can access the data they need. The companies that do this well tie their data quality and augmentation efforts to the specific AI/gen AI application and use case—you don’t need this data foundation to extend to every corner of the enterprise. This could mean, for example, developing a new data repository for all equipment specifications and reported issues to better support maintenance copilot applications.
• Understand what value is locked into your unstructured data. Most organizations have traditionally focused their data efforts on structured data (values that can be organized in tables, such as prices and features). But the real value from LLMs comes from their ability to work with unstructured data (for example, PowerPoint slides, videos, and text). Companies can map out which unstructured data sources are most valuable and establish metadata tagging standards so models can process the data and teams can find what they need (tagging is particularly important to help companies remove data from models as well, if necessary). Be creative in thinking about data opportunities. Some companies, for example, are interviewing senior employees as they retire and feeding that captured institutional knowledge into an LLM to help improve their copilot performance.
• Optimize to lower costs at scale. There is often as much as a tenfold difference between what companies pay for data and what they could be paying if they optimized their data infrastructure and underlying costs. This issue often stems from companies scaling their proofs of concept without optimizing their data approach. Two costs generally stand out. One is storage costs arising from companies uploading terabytes of data into the cloud and wanting that data available 24/7. In practice, companies rarely need more than 10 percent of their data to have that level of availability, and accessing the rest over a 24- or 48-hour period is a much cheaper option. The other costs relate to computation with models that require on-call access to thousands of processors to run. This is especially the case when companies are building their own models (the maker archetype) but also when they are using pretrained models and running them with their own data and use cases (the shaper archetype). Companies could take a close look at how they can optimize computation costs on cloud platforms—for instance, putting some models in a queue to run when processors aren’t being used (such as when Americans go to bed and consumption of computing services like Netflix decreases) is a much cheaper option.

Build trust and reusability to drive adoption and scale

Because many people have concerns about gen AI, the bar on explaining how these tools work is much higher than for most solutions. People who use the tools want to know how they work, not just what they do. So it’s important to invest extra time and money to build trust by ensuring model accuracy and making it easy to check answers.

One insurance company, for example, created a gen AI tool to help manage claims. As part of the tool, it listed all the guardrails that had been put in place, and for each answer provided a link to the sentence or page of the relevant policy documents. The company also used an LLM to generate many variations of the same question to ensure answer consistency. These steps, among others, were critical to helping end users build trust in the tool.

Part of the training for maintenance teams using a gen AI tool should be to help them understand the limitations of models and how best to get the right answers. That includes teaching workers strategies to get to the best answer as fast as possible by starting with broad questions then narrowing them down. This provides the model with more context, and it also helps remove any bias of the people who might think they know the answer already. Having model interfaces that look and feel the same as existing tools also helps users feel less pressured to learn something new each time a new application is introduced.

Getting to scale means that businesses will need to stop building one-off solutions that are hard to use for other similar use cases. One global energy and materials company, for example, has established ease of reuse as a key requirement for all gen AI models, and has found in early iterations that 50 to 60 percent of its components can be reused. This means setting standards for developing gen AI assets (for example, prompts and context) that can be easily reused for other cases.

While many of the risk issues relating to gen AI are evolutions of discussions that were already brewing—for instance, data privacy, security, bias risk, job displacement, and intellectual property protection—gen AI has greatly expanded that risk landscape. Just 21 percent of companies reporting AI adoption say they have established policies governing employees’ use of gen AI technologies.

Similarly, a set of tests for AI/gen AI solutions should be established to demonstrate that data privacy, debiasing, and intellectual property protection are respected. Some organizations, in fact, are proposing to release models accompanied with documentation that details their performance characteristics. Documenting your decisions and rationales can be particularly helpful in conversations with regulators.

In some ways, this article is premature—so much is changing that we’ll likely have a profoundly different understanding of gen AI and its capabilities in a year’s time. But the core truths of finding value and driving change will still apply. How well companies have learned those lessons may largely determine how successful they’ll be in capturing that value.

The authors wish to thank Michael Chui, Juan Couto, Ben Ellencweig, Josh Gartner, Bryce Hall, Holger Harreis, Phil Hudelson, Suzana Iacob, Sid Kamath, Neerav Kingsland, Kitti Lakner, Robert Levin, Matej Macak, Lapo Mori, Alex Peluffo, Aldo Rosales, Erik Roth, Abdul Wahab Shaikh, and Stephen Xu for their contributions to this article.

This article was edited by Barr Seitz, an editorial director in the New York office.

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