how long is chapter 4 of a dissertation

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Chapter 3 Dissertation

How to Write Chapter 5 Dissertation?| A Beginner’s Guide

Writing a dissertation is a major undertaking. It requires countless hours of research, writing, and editing. One of the most important chapters in your dissertation is Chapter 4. This chapter should provide a detailed explanation of your methodology, results, and analysis.

Here, we'll provide an overview of the chapter 4 dissertation, how to structure it properly, and tips for writing it effectively. Read on to learn more!

Skimming through these dissertations, you can also check out how to craft Chapter 4 and what to discuss.

Example: 1   The Importance of Health and Safety in Construction Industry

Example:2   influence of different socio-physical attributes on individual’s weight.

Keep going through till the end to have a complete idea of how to compose a well-written and structured chapter 4 dissertation.

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What is chapter 4.

In an academic dissertation, chapter 4 is the data analysis chapter—the heart of the research project. That is where you will present the results of your research and analyze them in light of existing literature. In other words, this is where you will explain why your findings are significant and what they mean for the field as a whole.

Structure of Chapter 4

The structure of your chapter 4 should depend on the type of data that you collected during your research process. However, several key elements should be included in chapter 4:

• An introduction that explains the aims and objectives of this chapter.
• A detailed description of the approaches utilized to collect and analyze data.
• Results from both qualitative and quantitative analyses.
• Discussion about the implications for future research; and
• Conclusions about your findings as well as potential limitations or challenges faced in completing this research project.

Keep in mind that these are just general guidelines—your specific dissertation may require additional sections based on its own individual requirements. It's always best to check with your professor before starting work on any section of your dissertation. 

Writing an Effective Chapter 4 Dissertation

i.  Outline Your Goals & Objectives

Before you begin writing this chapter, it's important to think about the goals and objectives you want to achieve with it.

• What are the main points you want to make?
• What do you expect your readers to understand after they've read this chapter?

Having clear goals and objectives before you start writing will help ensure that your chapter is focused and organized.

ii.  Explain Your Methodology

When it comes time to discuss your methodology in Chapter 4, include all relevant details about the methods you used during your research process.

It should include information about what kind of data or materials were collected, how they were analyzed, and why those particular methods were chosen for the study.

It's also important to explain any limitations or challenges encountered during data collection so that readers can fully understand the process.

iii.  Discuss Results & Analysis

In Chapter 4 dissertation, it's also essential to discuss the results of your research and any analysis conducted on those results.

It should include detailed descriptions of any patterns or trends in the data collected as well as a discussion on how those patterns or trends may relate to the existing literature in the field or could potentially lead to further research questions in the future.

Make sure that all data presented here is accurate and reliable; If any differences exist between what was anticipated and what was observed, note them here as well.

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Tips for writing your chapter 4.

Here are some suggestions to make the writing process simpler if you have a clear grasp of what should be in your chapter 4;

• Take notes throughout your entire research process so that it's easier for you to compile all relevant information into one cohesive document later on.
• Utilize headings to make it easier for readers to follow along with your arguments.
• Ensure all references are correctly cited using an accepted academic style such as APA, MLA or Harvard.
• Use diagrams or graphs when necessary to visually demonstrate key points or trends among variables.
• Always proofread and edit carefully before submitting each section, so the content is free from errors or inconsistencies.

Writing a dissertation can seem overwhelming at first glance, but with some guidance, knowledge, and practice, it can become much more manageable. This guide provides an overview of everything you need to know about chapter 4 to write an effective dissertation.

Be sure not to forget to discuss both the methodology used during research and any results or analysis obtained from research; these are both integral components of this section that must not be overlooked if an effective Chapter 4 is desired.

To gain more information and academic assistance, check out the following resources:

• How To Write a Report Introduction: A Step-By-Step Guide
• How To Write a Conclusion Good Paragraph: Examples and strategies for an effective conclusion
• Mastering the Art of Academic Writing: Tips and Tricks on How to Write Academically?

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Dissertation Chapters: A Guide to Writing Your Dissertation

Embarking on your dissertation is equal parts exhilaration and trepidation. It’s finally your turn to stake out your territory in the body of knowledge and hone your expertise. Naturally, it’s a lot of work, the evidence of which is reflected in your dissertation chapters. These chapters, which comprise the bulk of your dissertation, offer a clear snapshot of your topic, the work that has already been done by other scholars in your field, gaps in the literature, complications, your approach, and more. 

There are many moving parts to a dissertation, and the best way to simplify them is by chapter. Each chapter follows certain rules and serves a specific purpose. The most efficient way to break down the work ahead of you into pieces is to understand the role each chapter plays in the dissertation. 

These are frequently asked questions about dissertation chapters.  

• How many chapters are in a dissertation? 
• What is the content of each dissertation chapter?
• How long is each dissertation chapter? 
• How long does it take to write dissertation chapters?  

How Many Dissertation Chapters are in a Dissertation?

Usually five. While there are no short answers in academia, five dissertation chapters is the convention across many fields, if not most. Five dissertation chapters is a safe bet. As always, though, do your homework and find out exactly what the expectations are for dissertations in your department. 

Read (skim) dissertations written by recent graduates from your department to determine norms for chapter length and the extensiveness of the critical research they did and the studies they conducted. The average could be anything from 130 pages (math) to 500+ pages (history) –either way, you need to know. Also, visit office hours and talk to a few faculty members in your department. Whether they end up on your dissertation committee or not, their perspective will be helpful. 

Content of Each Dissertation Chapter

There is a format for the structure of a dissertation that most fields adhere to, and it is very specific. The first three chapters constitute your dissertation proposal , which must be completed, defended, and approved by your dissertation committee. Once your proposal is successfully defended,  you can proceed with the research you will need to do to write the two final chapters. 

Dissertation Chapters

• Dissertation Chapter One: Introduction to the Study This chapter includes your problem and purpose statements, research questions, and definitions of key terms examined in your research. 
• Dissertation Chapter Two: Literature Review This section is a deep dive of the extant research on your topic, as well as your opportunity to identify and highlight gaps in the literature. 
• Dissertation Chapter Three: Research Methods This chapter offers a summary of how you propose to collect data and your methods of analysis. 
• Dissertation Chapter Four: Results In this section, you present your findings and share the results of your study. 
• Dissertation Chapter Five: Conclusion The final chapter is an opportunity to offer your analysis of your findings and discuss the implications. 

How Long is a Dissertation Chapter?

Dissertation chapter lengths vary, though the number of pages you can expect to write will likely correlate with standard dissertation lengths in your discipline. If you are doing research in a field like anthropology or theology, be prepared to conduct extensive literature reviews and write lengthy chapters. Topics that require a great deal of background information also make the pages add up. 

When thinking about the length of your dissertation chapters, also be aware that chapter lengths are not evenly divided. The bulk of your writing happens in the first three chapters, especially if the literature review covers a lot of ground. If you are writing a 130-page dissertation, the dissertation proposal will take up more than half of that space. Results sections can be comparatively short, and many scholars linger in the conclusion chapter because it’s their time to shine and it’s fun to write. 

How Long Does It Take to Write Dissertation Chapters? 

The amount of time it takes to write a dissertation depends on many factors and can vary greatly depending on the student, the program, and the discipline. This is a great conversation to have with your dissertation advisor, or even the chair of your department if you are still in the early stages of your graduate education. It never hurts to have a rough timeline in mind so you can get organized and plan for the journey ahead. 

These elements often determine the amount of time it takes to write dissertation chapters: 

Academic Discipline

Some graduate degrees take longer than others, and much of that disparity occurs after coursework is completed. In many arts programs, most of the dissertation is written while coursework is taking place. It’s a different story in the sciences and humanities. In fields like biology and chemistry, issues like lab space and institutional approval must be resolved before a study can even begin, much less be written about, and that can take months. In fields like history, the scholarly research phase is similarly extensive. 

University libraries are an academic wonderland, but that doesn’t mean they hold all the answers or everything that you’ll need to get to work on your literature review or background material. Like many burgeoning scholars, I was excited to discover that I would need to travel in order to undertake some archival research for the critical introduction to my dissertation. However, the time required to set this up and visit the sites extended the amount of time it took to write these dissertation chapters. 

Life has a sneaky way of persisting, even when you have a dissertation to write. Many scholars experience unavoidable stops and starts while writing their dissertations, and it’s important to make allowances for being human, even if it interferes with your writing schedule. In my experience, we do our best to write as quickly as possible, but there are inevitable hiccups along the way. No matter. Course correct and keep going. You can do this, and the rewards of having a completed, bound dissertation in your hands will make all the effort worthwhile. 

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Courtney Watson, Ph.D.

Courtney Watson, Ph.D. is an Associate Professor of English at Radford University Carilion, in Roanoke, Virginia. Her areas of expertise include undergraduate and graduate curriculum development for writing courses in the health sciences and American literature with a focus on literary travel, tourism, and heritage economies. Her writing and academic scholarship has been widely published in places that include  Studies in American Culture ,  Dialogue , and  The Virginia Quarterly Review . Her research on the integration of humanities into STEM education will be published by Routledge in an upcoming collection. Dr. Watson has also been nominated by the State Council for Higher Education of Virginia’s Outstanding Faculty Rising Star Award, and she is a past winner of the National Society of Arts & Letters Regional Short Story Prize, as well as institutional awards for scholarly research and excellence in teaching. Throughout her career in higher education, Dr. Watson has served in faculty governance and administration as a frequent committee chair and program chair. As a higher education consultant, she has served as a subject matter expert, an evaluator, and a contributor to white papers exploring program development, enrollment research, and educational mergers and acquisitions.

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How Long is a Dissertation

How Long is a Dissertation? Concrete Answers

An undergraduate dissertation usually falls within the range of 8,000 to 15,000 words, while a master's dissertation typically spans from 12,000 to 50,000 words. In contrast, a PhD thesis is typically of book length, ranging from 70,000 to 100,000 words.

Let’s unravel the mystery of how long should a dissertation be. If you’ve ever wondered about this, look no further. Our comprehensive guide delves into the nitty-gritty of dissertation lengths across diverse academic realms. Whether you're a budding grad student, an academic advisor, or just curious, we've got you covered.

From Master's to PhD programs, we decode the variations in length requirements and shed light on disciplinary disparities. In general, dissertations are 150 to 300 words. But factors influence the length of these daunting scholarly requirements! But fear not as we break it down for you.

We’ll unveil the secrets behind dissertation writing, from how they reflect the depth and breadth of research to offering invaluable tips for planning and writing. So, if you're ready to demystify the daunting dissertation journey, hop on board! Let's navigate the labyrinth of academia together and empower you to conquer your scholarly aspirations.

Institutional guidelines on dissertation length 

You can think of institutional guidelines as purveyors of academic excellence. Ever wondered why schools impose specific requirements like "Chapter 1: The Introduction must be at least 35 pages long and no more than 50 pages"? 

It's not just about arbitrary rules! However, it's about striking the perfect balance between guidance and practicality. These guidelines serve as guardrails, steering students like you towards scholarly success without overwhelming faculty with endless pages to peruse. 

Moreover, credibility is key here! A mere 8-page literature review won't cut it in the realm of academia. But fear not, for most institutions provide dissertation templates, complete with essential headings to streamline the process. 

And for those seeking a helping hand, a dissertation writing service like ours stands ready to assist, ensuring your masterpiece meets the lofty standards of academic rigor. So, embrace the guidelines, weave your narrative, and let your dissertation shine with scholarly prowess.

Variations in dissertation length across academic disciplines

Dissertation length varies significantly across academic disciplines due to differences in research methods, data presentation, and writing conventions. Here's a general overview of how dissertation length can differ by discipline:

• Humanities and Social Sciences: Dissertations in these fields tend to be longer because they often involve comprehensive literature reviews, detailed theoretical analyses, and extensive qualitative data. It's not uncommon for dissertations in history, literature, or sociology to exceed 200 pages.
• Sciences and Engineering: Dissertations in the sciences and engineering might be shorter in terms of page count but are dense with technical details, data, charts, and appendices. They often range between 100 to 200 pages. However, the length can vary significantly depending on the complexity of the work and the requirements of the specific program.
• Arts and Design: In creative disciplines, the dissertation might include a practical component (like a portfolio, exhibition, or performance) alongside a written thesis. The written component might be shorter, focusing on the conceptual and contextual analysis of the creative work, usually ranging from 40 to 80 pages.
• Professional Fields (Business, Education, etc.): Dissertations in professional fields such as business or education often focus on case studies, practical applications, and policy analysis. These dissertations can vary widely in length but often fall in the range of 100 to 200 pages.

Dissertations vary in length due to many factors, which shows the diverse nature of academic research. Disciplinary differences are significant, as each field may have distinct expectations regarding the depth and scope of the study. 

The type of analysis conducted, whether qualitative, quantitative, or a combination of both, also impacts the length. 

For instance, qualitative studies may involve extensive textual analysis, resulting in longer manuscripts, while quantitative studies may require detailed statistical analyses. Additionally, the specific area of research within a discipline can also affect the length, as certain topics may necessitate more:

• extensive literature reviews
• data collection (e.g., fieldwork, surveys, interviews, lab work)
• discussion sections

While the average length typically falls within the range of 150-300 pages, it's essential to recognize the nuanced factors contributing to variations in dissertation length. You must remain informed about the variables shaping your document's overall size and structure to deliver exemplary results.

Factors influencing the length of doctoral dissertations

Various factors determine the length of a dissertation, such as the specific guidelines set by universities, the type of research conducted, the extent of analysis required, and the presence of supplementary materials.

Several factors come into play when determining the ideal length of a dissertation. University guidelines set the tone, with institutions offering word count ranges typically between 8,000 to 15,000 words for undergraduates and masters and 75,000 to 100,000 words for PhD. 

Yet, beyond these guidelines, the nature of your research holds sway.

Disciplines vary, with humanities favoring extensive literature reviews and scientific fields emphasizing methodological intricacies. Depth of analysis matters, too; a thorough exploration demands more space. 

Balancing these elements ensures a well-rounded dissertation. So, as you embark on your scholarly journey, consider these factors carefully. By understanding them, you'll craft a dissertation that not only meets academic standards but also showcases your analytical prowess and depth of intelligence.

Length, components, and scholarly dedication

Many aspiring scholars think, "How long is a doctoral dissertation?" However, the answer isn't straightforward. Yes, length varies, but let's not forget to factor in a crucial element: time. And we know because many students have instructed us to “ write my dissertation !”

Remember, a dissertation isn't penned in one sitting. Rather, it often evolves from smaller academic chapters. This gradual process allows students to explore diverse topics before committing to a book-length project they're passionate about.

Beyond the central argument lie various components that contribute to the overall length. Take the literature review, for example—an essential segment that contextualizes the research by analyzing existing scholarship. Then there's the myriad of ancillary elements like the title page, acknowledgments, abstract, and appendix, each adding to the dissertation's page count.

It’s the accumulation of these parts that determines the length. So, while the answer may not be a precise number, it's crucial to acknowledge many elements that make up a doctoral dissertation. And for those embarking on this scholarly journey, we can help you conquer this challenge.

How Long is a Dissertation Chapter? Uncover the Mystery

When it comes to dissertation length, most grad students fret over how long each chapter should be. While there's no one-size-fits-all answer, there is a golden rule–chapters should be long enough to address the research question comprehensively. 

Think quality over quantity! Ask any dissertation adviser, and they’ll say aiming to fill a predetermined number of pages shouldn’t be the goal. Rather, you must thoroughly explore your topic, conduct extensive research, and present your findings effectively. 

Your writing style and the unique nature of your research also play pivotal roles. So, whether your chapter spans 50 pages or 150, ensure it's packed with substantive content that advances your study. Ultimately, it's not about hitting a page count but about delivering a high-quality scholarly contribution.

Writing an Excellent PhD Dissertation: Strategies and Tips

After you’re done pondering on how many pages should a dissertation be, you can move on with production. Wondering how to write a dissertation , here are some tips: 

• Start with a significant research topic that inspires you and formulate a clear research question. 
• Thoroughly review existing literature to contextualize your study. 
• Develop a robust methodology and collect comprehensive data. 
• Analyze findings meticulously and synthesize them effectively. 
• Ensure logical flow throughout your writing, striving for clarity and coherence. 
• Engage with other scholars, both peers and mentors, to refine your work.
• Maintain consistency in formatting and adhere to academic standards. 

Remember, with meticulous planning and dedication, you'll produce a dissertation that makes you and your mentors proud. 

How long is a PhD dissertation?: The Conundrum

Do you belong to the list of students who feel bewildered about PhD dissertation length? Many wonder because of the length’s variability across disciplines and institutions. The general ballpark figure for a completed doctoral dissertation is typically between 150 to 300 pages. Yet, this can vary widely depending on factors such as: 

• field of study
• research methodology used
• individual institutional requirements
• guidelines of mentors

Although there's no one-size-fits-all answer, understanding these variables can help you navigate the ambiguity surrounding dissertation length. And with proper planning, you can create an impressive output. 

Frequently asked questions

How to properly plan and prepare for a long dissertation .

Thinking about how long is a dissertation for PhD stops students on their track. It can indeed be overwhelming when you think of the amount of work involved. But with proper planning, you can crush your goals. Here are some helpful tips: 

• Break down your work into manageable steps. 
• Define your research question clearly and set realistic milestones. 
• Create an outline to help you write. `
• Have a schedule for research, writing, and revisions. 
• Stay organized with notes, citations, and references. 
• Seek feedback from advisors and peers throughout the process. 

Remember, embrace the challenges you face as opportunities for growth!

Are supporting materials counted in the dissertation word count? 

Worried about how long is a dissertation paper and if yours will make the cut? Remember, appendices, tables, and figures, while essential, aren't factored into the word count. So, you can incorporate these supplementary elements without concerns about exceeding word limits.

If you’re pressed for time, you can buy dissertation online . Just ensure to give appropriate instructions so the final output adheres to your institution's formatting guidelines. With these supporting materials appropriately included, your dissertation will be comprehensive.

Are there different types of dissertations? 

When asking how long are dissertations, one of the first things to consider is the field of study. Various types of dissertations exist, often shaped by research methodology. It can be quantitative to qualitative studies or triangulation (a blend of both). 

Instead of worrying about the length, determine your research approach—whether it's primary or secondary, qualitative or quantitative. This decision significantly impacts the depth and breadth of your investigation, ultimately influencing the expected length of your dissertation. By aligning your research methods with your academic goals, you'll gain clarity on the scope of your writing project. 

Another aspect of the length of the entire document is the type of thesis - be it an undergraduate thesis, masters thesis, or thesis for an advanced degree, most dissertations for academic programs are lengthy. The more advanced the degree, the longer the thesis usually is.

Are dissertations just for PhDs? 

How many pages in a dissertation is something most students worry about. But is a dissertation just for doctoral candidates? In some countries, dissertations are exclusive to PhDs. However, for other countries, the term “dissertation” is interchangeable with "thesis." Why so?

Because both are research projects completed for undergraduate or postgraduate degrees. Keep in mind that whether you’re pursuing a bachelor's, an MA, or a doctorate, dissertation writing demonstrates your research skills and academic proficiency.

Your doctoral degree, just like your graduate degree from a graduate school, shows you can successfully navigate the research process, theoretical framework, and dissertation defense. Sure, the scope of research was less focused while you were a graduate student with a master's thesis. Nonetheless, it shows consistent work and dedication.

How many chapters in a dissertation? 

Still mulling over how long does a dissertation have to be and how many chapters you must write? Dissertations usually consist of five to seven chapters. These typically cover the following: 

• introduction
• literature review
• methodology

However, the structure can vary depending on your field of study and specific institutional guidelines. Each chapter plays a vital role, leading readers through your research journey, from laying the groundwork to presenting findings and drawing conclusions.

How do I find a reputable dissertation writer to help me? 

Worried about how long are PhD dissertations? No need to worry. You can opt for professional help, and there’s no shame in that! Research for online platforms that specialize in academic writing services like our Studyfy team.

You can take a peek at our positive reviews and testimonials, showing our track record of delivering high-quality work. Choose a writer who possesses expertise in your field of study and can meet your specific requirements. Prioritize the following: 

• clear communication 
• appropriate instructions (from word count to deadlines)
• transparency regarding pricing
• upfront about revision policies. 

By vetting potential writers and choosing a reputable service, you can secure the assistance of a reliable professional to guide you through the dissertation writing process.

Want to Get your Dissertation Accepted?

Discover how we've helped doctoral students complete their dissertations and advance their academic careers!

Join 200+ Graduated Students

Get Your Dissertation Accepted On Your Next Submission

Get customized coaching for:.

• Crafting your proposal,
• Collecting and analyzing your data, or
• Preparing your defense.

Trapped in dissertation revisions?

How long does it take to write a dissertation, published by steve tippins on july 11, 2019 july 11, 2019.

Last Updated on: 2nd February 2024, 05:00 am

How long does it take to write a dissertation? The most accurate (and least helpful) answer is, it depends. Since that’s probably not the answer you’re looking for, I’ll use the rest of the article to address the realities of how long it takes to write a dissertation.

How Long Does It Take to Write a Dissertation?

Based on my experience, writing your dissertation should take somewhere between 13-20 months. These are average numbers based upon the scores of doctoral students that I have worked with over the years, and they generally hold true.

I have seen people take less time and more time, but I believe that with concerted effort, the 13-20 month timeframe is reasonable. 

“Based on my experience, writing your dissertation should take somewhere between 13-20 months.”

University Requirements

Once you hit the dissertation stage, some schools require a minimum number of hours in the dissertation area before you can graduate. Many schools require the equivalent of one year of dissertation credits to graduate. 

So, even if you can finish your dissertation in three months, you will still have to pay for nine more months of dissertation credits before you can graduate. However, unless research and writing is your superpower, I wouldn’t worry about having to pay extra tuition.

But this requirement does offer some insight into how long it takes to write a dissertation. Based on this requirement, it’s reasonable to expect that writing your dissertation will take a year of more. This is consistent with my experience.

However, this timeframe is based on several assumptions. First, I am assuming that you are continually working towards finishing your dissertation. This means that no family emergencies, funding conundrums, or work issues get in the way of completing. Second, there are no major changes in your dissertation committee. Third, you will have access to the data that you need. 

Assuming these assumptions hold true, this article should give you a general idea of how long it might take to write your dissertation.

How Long Does it Take to Write A Dissertation? Stage-By-Stage

Let’s break down each stage of the dissertation writing process and how long it takes. 

Prospectus 

This is the hardest one to judge, as this is where you lay the groundwork for the rest of your dissertation and get buy-in from committee members. Normally this takes from 3-6 months. Not all of this is writing time, though–much of it is spent refining your topic and your approach.

Why does this stage take so long? For many people, starting to express themselves using an academic voice can take time. This can hold up the review process as your committee members ask for writing-related revisions before they even get to evaluating the content. Don’t worry, once you learn the academic language things will start to flow more easily.

One common mistake students make is lack of specificity, both in their writing in general and in their topic focus. 

Proposal (Chapters 1-3)

Chapter 1 is often an expansion of your Prospectus. However, you’ll be expected to develop your ideas more and have even more specificity on things like your research question and methodology, so don’t underestimate how long this chapter will take.

Chapter 2 can take some time as you will be digging deep into the literature but I think this can be done in 3-4 months. One caution, some people, and committees, like to start with Chapter 2 so that you are immersed in the literature before completing Chapters 1 and 3. Regardless of where you start, 3-4 months is a good estimate.

Chapter 3 requires an in-depth explanation of your methodology. I suggest working closely with your Chair on this one to avoid multiple submissions and revisions. Get clear on your methodology and make sure you and your chair are on the same page before you write, and continue to check in with your chair, if possible, throughout the process.

IRB Approval

While this step can be full of details and require several iterations it seems that allowing 2 months is sufficient. Most schools have an IRB form that must be submitted. To save time you can usually start filling out the form while your committee is reviewing your Proposal.

Collecting Data

This step varies a great deal. If you are using readily available secondary data this can take a week but if you are interviewing hard to get individuals or have trouble finding a sufficient number of people for your sample this can take 4 months or more. I think 1-4 months should be appropriate

Chapters 4 and 5

These two chapters are the easiest to write as in Chapter 4 you are reporting your results and in Chapter 5 you explain what the results mean. I believe that these two chapters can be written in 2 months.

Defense and Completion

You will need to defend your dissertation and then go through all of the university requirements to finalize the completion of your dissertation. I would allow 2 months for this process.

Variables That Affect How Long It Takes to Write A Dissertation 

When students say something like, “I’m going to finish my dissertation in three months,” they likely aren’t considering all of the variables besides the actual writing. Even if you’re a fast writer, you’ll have to wait on your committee’s comments, 

Timing Issues

Many schools have response times for committee members. This is important when looking at how long it takes to finish a dissertation. For example, it you have two committee members and they each get up to 2 weeks for a review, it can take up to a month to get a document reviewed, each time you submit. So, plan for these periods of time when thinking about how long that it will take you.

Addressing Comments

How long it takes to write your dissertation also depends on your ability to address your committee’s comments thoroughly. It’s not uncommon for a committee member to send a draft back several times, even if their comments were addressed adequately, because they notice new issues each time they read it. Save yourself considerable time by making sure you address their comments fully, thus avoiding unnecessary time waiting to hear the same feedback.

This is the biggest variable in the dissertation model. How dedicated are you to the process? How much actual time do you have? How many outside interests/requirements do you have? Are you easily distracted? How clean does your workspace need to be? (This may seem like a strange thing to discuss, but many people need to work in a clean space and can get very interested in cleaning if they have to write). Are you in a full-time program or in a part time program? Are you holding down a job? Do you have children? 

All of these things will affect how much time you have to put into writing–or rather, how disciplined you need to be about making time to write.

One of the things that can influence how long it takes to write your dissertation is your committee. Choose your committee wisely. If you work under the assumption that the only good dissertation is a done dissertation, then you want a committee that will be helpful and not trying to prove themselves on your back. When you find a Chair that you can work with ask her/him which of their colleagues they work well with (it’s also worth finding out who they don’t work well with).

Find out how they like to receive material to review. Some members like to see pieces of chapters and some like to see completed documents. Once you know their preferences, you can efficiently submit what they want when they want it.

How Long Does it Take to Write a Dissertation? Summary

Barring unforeseen events, the normal time range for finishing a dissertation seems to be 13-19 months, which can be rounded to one to one and a half years. If you are proactive and efficient, you can usually be at the shorter end of the time range. 

That means using downtime to do things like changing the tense of your approved Proposal from future tense to past tense and completing things like you Abstract and Acknowledgement sections before final approval.

I hope that you can be efficient in this process and finish as quickly as possible. Remember, “the only good dissertation is a done dissertation.”

On that note, I offer coaching services to help students through the dissertation writing process, as well as editing services for those who need help with their writing.

Steve Tippins

Steve Tippins, PhD, has thrived in academia for over thirty years. He continues to love teaching in addition to coaching recent PhD graduates as well as students writing their dissertations. Learn more about his dissertation coaching and career coaching services. Book a Free Consultation with Steve Tippins

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Frequently asked questions

How long is a dissertation.

Dissertation word counts vary widely across different fields, institutions, and levels of education:

• An undergraduate dissertation is typically 8,000–15,000 words
• A master’s dissertation is typically 12,000–50,000 words
• A PhD thesis is typically book-length: 70,000–100,000 words

However, none of these are strict guidelines – your word count may be lower or higher than the numbers stated here. Always check the guidelines provided by your university to determine how long your own dissertation should be.

Frequently asked questions: Dissertation

A dissertation prospectus or proposal describes what or who you plan to research for your dissertation. It delves into why, when, where, and how you will do your research, as well as helps you choose a type of research to pursue. You should also determine whether you plan to pursue qualitative or quantitative methods and what your research design will look like.

It should outline all of the decisions you have taken about your project, from your dissertation topic to your hypotheses and research objectives , ready to be approved by your supervisor or committee.

Note that some departments require a defense component, where you present your prospectus to your committee orally.

A thesis is typically written by students finishing up a bachelor’s or Master’s degree. Some educational institutions, particularly in the liberal arts, have mandatory theses, but they are often not mandatory to graduate from bachelor’s degrees. It is more common for a thesis to be a graduation requirement from a Master’s degree.

Even if not mandatory, you may want to consider writing a thesis if you:

• Plan to attend graduate school soon
• Have a particular topic you’d like to study more in-depth
• Are considering a career in research
• Would like a capstone experience to tie up your academic experience

The conclusion of your thesis or dissertation should include the following:

• A restatement of your research question
• A summary of your key arguments and/or results
• A short discussion of the implications of your research

The conclusion of your thesis or dissertation shouldn’t take up more than 5–7% of your overall word count.

For a stronger dissertation conclusion , avoid including:

• Important evidence or analysis that wasn’t mentioned in the discussion section and results section
• Generic concluding phrases (e.g. “In conclusion …”)
• Weak statements that undermine your argument (e.g., “There are good points on both sides of this issue.”)

Your conclusion should leave the reader with a strong, decisive impression of your work.

While it may be tempting to present new arguments or evidence in your thesis or disseration conclusion , especially if you have a particularly striking argument you’d like to finish your analysis with, you shouldn’t. Theses and dissertations follow a more formal structure than this.

All your findings and arguments should be presented in the body of the text (more specifically in the discussion section and results section .) The conclusion is meant to summarize and reflect on the evidence and arguments you have already presented, not introduce new ones.

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

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

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

A thesis or dissertation outline is one of the most critical first steps in your writing process. It helps you to lay out and organize your ideas and can provide you with a roadmap for deciding what kind of research you’d like to undertake.

Generally, an outline contains information on the different sections included in your thesis or dissertation , such as:

• Your anticipated title
• Your abstract
• Your chapters (sometimes subdivided into further topics like literature review , research methods , avenues for future research, etc.)

When you mention different chapters within your text, it’s considered best to use Roman numerals for most citation styles. However, the most important thing here is to remain consistent whenever using numbers in your dissertation .

In most styles, the title page is used purely to provide information and doesn’t include any images. Ask your supervisor if you are allowed to include an image on the title page before doing so. If you do decide to include one, make sure to check whether you need permission from the creator of the image.

Include a note directly beneath the image acknowledging where it comes from, beginning with the word “ Note .” (italicized and followed by a period). Include a citation and copyright attribution . Don’t title, number, or label the image as a figure , since it doesn’t appear in your main text.

Definitional terms often fall into the category of common knowledge , meaning that they don’t necessarily have to be cited. This guidance can apply to your thesis or dissertation glossary as well.

However, if you’d prefer to cite your sources , you can follow guidance for citing dictionary entries in MLA or APA style for your glossary.

A glossary is a collection of words pertaining to a specific topic. In your thesis or dissertation, it’s a list of all terms you used that may not immediately be obvious to your reader. In contrast, an index is a list of the contents of your work organized by page number.

The title page of your thesis or dissertation goes first, before all other content or lists that you may choose to include.

The title page of your thesis or dissertation should include your name, department, institution, degree program, and submission date.

Glossaries are not mandatory, but if you use a lot of technical or field-specific terms, it may improve readability to add one to your thesis or dissertation. Your educational institution may also require them, so be sure to check their specific guidelines.

A glossary or “glossary of terms” is a collection of words pertaining to a specific topic. In your thesis or dissertation, it’s a list of all terms you used that may not immediately be obvious to your reader. Your glossary only needs to include terms that your reader may not be familiar with, and is intended to enhance their understanding of your work.

A glossary is a collection of words pertaining to a specific topic. In your thesis or dissertation, it’s a list of all terms you used that may not immediately be obvious to your reader. In contrast, dictionaries are more general collections of words.

An abbreviation is a shortened version of an existing word, such as Dr. for Doctor. In contrast, an acronym uses the first letter of each word to create a wholly new word, such as UNESCO (an acronym for the United Nations Educational, Scientific and Cultural Organization).

As a rule of thumb, write the explanation in full the first time you use an acronym or abbreviation. You can then proceed with the shortened version. However, if the abbreviation is very common (like PC, USA, or DNA), then you can use the abbreviated version from the get-go.

Be sure to add each abbreviation in your list of abbreviations !

If you only used a few abbreviations in your thesis or dissertation , you don’t necessarily need to include a list of abbreviations .

If your abbreviations are numerous, or if you think they won’t be known to your audience, it’s never a bad idea to add one. They can also improve readability, minimizing confusion about abbreviations unfamiliar to your reader.

A list of abbreviations is a list of all the abbreviations that you used in your thesis or dissertation. It should appear at the beginning of your document, with items in alphabetical order, just after your table of contents .

Your list of tables and figures should go directly after your table of contents in your thesis or dissertation.

Lists of figures and tables are often not required, and aren’t particularly common. They specifically aren’t required for APA-Style, though you should be careful to follow their other guidelines for figures and tables .

If you have many figures and tables in your thesis or dissertation, include one may help you stay organized. Your educational institution may require them, so be sure to check their guidelines.

A list of figures and tables compiles all of the figures and tables that you used in your thesis or dissertation and displays them with the page number where they can be found.

The table of contents in a thesis or dissertation always goes between your abstract and your introduction .

You may acknowledge God in your dissertation acknowledgements , but be sure to follow academic convention by also thanking the members of academia, as well as family, colleagues, and friends who helped you.

A literature review is a survey of credible sources on a topic, often used in dissertations , theses, and research papers . Literature reviews give an overview of knowledge on a subject, helping you identify relevant theories and methods, as well as gaps in existing research. Literature reviews are set up similarly to other  academic texts , with an introduction , a main body, and a conclusion .

An  annotated bibliography is a list of  source references that has a short description (called an annotation ) for each of the sources. It is often assigned as part of the research process for a  paper .  

In a thesis or dissertation, the discussion is an in-depth exploration of the results, going into detail about the meaning of your findings and citing relevant sources to put them in context.

The conclusion is more shorter and more general: it concisely answers your main research question and makes recommendations based on your overall findings.

In the discussion , you explore the meaning and relevance of your research results , explaining how they fit with existing research and theory. Discuss:

• Your  interpretations : what do the results tell us?
• The  implications : why do the results matter?
• The  limitation s : what can’t the results tell us?

The results chapter or section simply and objectively reports what you found, without speculating on why you found these results. The discussion interprets the meaning of the results, puts them in context, and explains why they matter.

In qualitative research , results and discussion are sometimes combined. But in quantitative research , it’s considered important to separate the objective results from your interpretation of them.

Results are usually written in the past tense , because they are describing the outcome of completed actions.

The results chapter of a thesis or dissertation presents your research results concisely and objectively.

In quantitative research , for each question or hypothesis , state:

• The type of analysis used
• Relevant results in the form of descriptive and inferential statistics
• Whether or not the alternative hypothesis was supported

In qualitative research , for each question or theme, describe:

• Recurring patterns
• Significant or representative individual responses
• Relevant quotations from the data

Don’t interpret or speculate in the results chapter.

To automatically insert a table of contents in Microsoft Word, follow these steps:

• Apply heading styles throughout the document.
• In the references section in the ribbon, locate the Table of Contents group.
• Click the arrow next to the Table of Contents icon and select Custom Table of Contents.
• Select which levels of headings you would like to include in the table of contents.

Make sure to update your table of contents if you move text or change headings. To update, simply right click and select Update Field.

All level 1 and 2 headings should be included in your table of contents . That means the titles of your chapters and the main sections within them.

The contents should also include all appendices and the lists of tables and figures, if applicable, as well as your reference list .

Do not include the acknowledgements or abstract in the table of contents.

The abstract appears on its own page in the thesis or dissertation , after the title page and acknowledgements but before the table of contents .

An abstract for a thesis or dissertation is usually around 200–300 words. There’s often a strict word limit, so make sure to check your university’s requirements.

In a thesis or dissertation, the acknowledgements should usually be no longer than one page. There is no minimum length.

The acknowledgements are generally included at the very beginning of your thesis , directly after the title page and before the abstract .

Yes, it’s important to thank your supervisor(s) in the acknowledgements section of your thesis or dissertation .

Even if you feel your supervisor did not contribute greatly to the final product, you must acknowledge them, if only for a very brief thank you. If you do not include your supervisor, it may be seen as a snub.

In the acknowledgements of your thesis or dissertation, you should first thank those who helped you academically or professionally, such as your supervisor, funders, and other academics.

Then you can include personal thanks to friends, family members, or anyone else who supported you during the process.

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The Scribbr Citation Generator is developed using the open-source Citation Style Language (CSL) project and Frank Bennett’s citeproc-js . It’s the same technology used by dozens of other popular citation tools, including Mendeley and Zotero.

You can find all the citation styles and locales used in the Scribbr Citation Generator in our publicly accessible repository on Github .

How To Write The Results/Findings Chapter

For qualitative studies (dissertations & theses).

By: Jenna Crossley (PhD). Expert Reviewed By: Dr. Eunice Rautenbach | August 2021

So, you’ve collected and analysed your qualitative data, and it’s time to write up your results chapter. But where do you start? In this post, we’ll guide you through the qualitative results chapter (also called the findings chapter), step by step. 

Overview: Qualitative Results Chapter

• What (exactly) the qualitative results chapter is
• What to include in your results chapter
• How to write up your results chapter
• A few tips and tricks to help you along the way
• Free results chapter template

What exactly is the results chapter?

The results chapter in a dissertation or thesis (or any formal academic research piece) is where you objectively and neutrally present the findings of your qualitative analysis (or analyses if you used multiple qualitative analysis methods ). This chapter can sometimes be combined with the discussion chapter (where you interpret the data and discuss its meaning), depending on your university’s preference.  We’ll treat the two chapters as separate, as that’s the most common approach.

In contrast to a quantitative results chapter that presents numbers and statistics, a qualitative results chapter presents data primarily in the form of words . But this doesn’t mean that a qualitative study can’t have quantitative elements – you could, for example, present the number of times a theme or topic pops up in your data, depending on the analysis method(s) you adopt.

Adding a quantitative element to your study can add some rigour, which strengthens your results by providing more evidence for your claims. This is particularly common when using qualitative content analysis. Keep in mind though that qualitative research aims to achieve depth, richness and identify nuances , so don’t get tunnel vision by focusing on the numbers. They’re just cream on top in a qualitative analysis.

So, to recap, the results chapter is where you objectively present the findings of your analysis, without interpreting them (you’ll save that for the discussion chapter). With that out the way, let’s take a look at what you should include in your results chapter.

What should you include in the results chapter?

As we’ve mentioned, your qualitative results chapter should purely present and describe your results , not interpret them in relation to the existing literature or your research questions . Any speculations or discussion about the implications of your findings should be reserved for your discussion chapter.

In your results chapter, you’ll want to talk about your analysis findings and whether or not they support your hypotheses (if you have any). Naturally, the exact contents of your results chapter will depend on which qualitative analysis method (or methods) you use. For example, if you were to use thematic analysis, you’d detail the themes identified in your analysis, using extracts from the transcripts or text to support your claims.

While you do need to present your analysis findings in some detail, you should avoid dumping large amounts of raw data in this chapter. Instead, focus on presenting the key findings and using a handful of select quotes or text extracts to support each finding . The reams of data and analysis can be relegated to your appendices.

While it’s tempting to include every last detail you found in your qualitative analysis, it is important to make sure that you report only that which is relevant to your research aims, objectives and research questions .  Always keep these three components, as well as your hypotheses (if you have any) front of mind when writing the chapter and use them as a filter to decide what’s relevant and what’s not.

Need a helping hand?

How do I write the results chapter?

Now that we’ve covered the basics, it’s time to look at how to structure your chapter. Broadly speaking, the results chapter needs to contain three core components – the introduction, the body and the concluding summary. Let’s take a look at each of these.

Section 1: Introduction

The first step is to craft a brief introduction to the chapter. This intro is vital as it provides some context for your findings. In your introduction, you should begin by reiterating your problem statement and research questions and highlight the purpose of your research . Make sure that you spell this out for the reader so that the rest of your chapter is well contextualised.

The next step is to briefly outline the structure of your results chapter. In other words, explain what’s included in the chapter and what the reader can expect. In the results chapter, you want to tell a story that is coherent, flows logically, and is easy to follow , so make sure that you plan your structure out well and convey that structure (at a high level), so that your reader is well oriented.

The introduction section shouldn’t be lengthy. Two or three short paragraphs should be more than adequate. It is merely an introduction and overview, not a summary of the chapter.

Pro Tip – To help you structure your chapter, it can be useful to set up an initial draft with (sub)section headings so that you’re able to easily (re)arrange parts of your chapter. This will also help your reader to follow your results and give your chapter some coherence.  Be sure to use level-based heading styles (e.g. Heading 1, 2, 3 styles) to help the reader differentiate between levels visually. You can find these options in Word (example below).

Section 2: Body

Before we get started on what to include in the body of your chapter, it’s vital to remember that a results section should be completely objective and descriptive, not interpretive . So, be careful not to use words such as, “suggests” or “implies”, as these usually accompany some form of interpretation – that’s reserved for your discussion chapter.

The structure of your body section is very important , so make sure that you plan it out well. When planning out your qualitative results chapter, create sections and subsections so that you can maintain the flow of the story you’re trying to tell. Be sure to systematically and consistently describe each portion of results. Try to adopt a standardised structure for each portion so that you achieve a high level of consistency throughout the chapter.

For qualitative studies, results chapters tend to be structured according to themes , which makes it easier for readers to follow. However, keep in mind that not all results chapters have to be structured in this manner. For example, if you’re conducting a longitudinal study, you may want to structure your chapter chronologically. Similarly, you might structure this chapter based on your theoretical framework . The exact structure of your chapter will depend on the nature of your study , especially your research questions.

As you work through the body of your chapter, make sure that you use quotes to substantiate every one of your claims . You can present these quotes in italics to differentiate them from your own words. A general rule of thumb is to use at least two pieces of evidence per claim, and these should be linked directly to your data. Also, remember that you need to include all relevant results , not just the ones that support your assumptions or initial leanings.

In addition to including quotes, you can also link your claims to the data by using appendices , which you should reference throughout your text. When you reference, make sure that you include both the name/number of the appendix , as well as the line(s) from which you drew your data.

As referencing styles can vary greatly, be sure to look up the appendix referencing conventions of your university’s prescribed style (e.g. APA , Harvard, etc) and keep this consistent throughout your chapter.

Section 3: Concluding summary

The concluding summary is very important because it summarises your key findings and lays the foundation for the discussion chapter . Keep in mind that some readers may skip directly to this section (from the introduction section), so make sure that it can be read and understood well in isolation.

In this section, you need to remind the reader of the key findings. That is, the results that directly relate to your research questions and that you will build upon in your discussion chapter. Remember, your reader has digested a lot of information in this chapter, so you need to use this section to remind them of the most important takeaways.

Importantly, the concluding summary should not present any new information and should only describe what you’ve already presented in your chapter. Keep it concise – you’re not summarising the whole chapter, just the essentials.

Tips for writing an A-grade results chapter

Now that you’ve got a clear picture of what the qualitative results chapter is all about, here are some quick tips and reminders to help you craft a high-quality chapter:

• Your results chapter should be written in the past tense . You’ve done the work already, so you want to tell the reader what you found , not what you are currently finding .
• Make sure that you review your work multiple times and check that every claim is adequately backed up by evidence . Aim for at least two examples per claim, and make use of an appendix to reference these.
• When writing up your results, make sure that you stick to only what is relevant . Don’t waste time on data that are not relevant to your research objectives and research questions.
• Use headings and subheadings to create an intuitive, easy to follow piece of writing. Make use of Microsoft Word’s “heading styles” and be sure to use them consistently.
• When referring to numerical data, tables and figures can provide a useful visual aid. When using these, make sure that they can be read and understood independent of your body text (i.e. that they can stand-alone). To this end, use clear, concise labels for each of your tables or figures and make use of colours to code indicate differences or hierarchy.
• Similarly, when you’re writing up your chapter, it can be useful to highlight topics and themes in different colours . This can help you to differentiate between your data if you get a bit overwhelmed and will also help you to ensure that your results flow logically and coherently.

If you have any questions, leave a comment below and we’ll do our best to help. If you’d like 1-on-1 help with your results chapter (or any chapter of your dissertation or thesis), check out our private dissertation coaching service here or book a free initial consultation to discuss how we can help you.

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This post was based on one of our popular Research Bootcamps . If you're working on a research project, you'll definitely want to check this out ...

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20 Comments

This was extremely helpful. Thanks a lot guys

Hi, thanks for the great research support platform created by the gradcoach team!

I wanted to ask- While “suggests” or “implies” are interpretive terms, what terms could we use for the results chapter? Could you share some examples of descriptive terms?

I think that instead of saying, ‘The data suggested, or The data implied,’ you can say, ‘The Data showed or revealed, or illustrated or outlined’…If interview data, you may say Jane Doe illuminated or elaborated, or Jane Doe described… or Jane Doe expressed or stated.

I found this article very useful. Thank you very much for the outstanding work you are doing.

What if i have 3 different interviewees answering the same interview questions? Should i then present the results in form of the table with the division on the 3 perspectives or rather give a results in form of the text and highlight who said what?

I think this tabular representation of results is a great idea. I am doing it too along with the text. Thanks

That was helpful was struggling to separate the discussion from the findings

this was very useful, Thank you.

Very helpful, I am confident to write my results chapter now.

It is so helpful! It is a good job. Thank you very much!

Very useful, well explained. Many thanks.

Hello, I appreciate the way you provided a supportive comments about qualitative results presenting tips

I loved this! It explains everything needed, and it has helped me better organize my thoughts. What words should I not use while writing my results section, other than subjective ones.

Thanks a lot, it is really helpful

Thank you so much dear, i really appropriate your nice explanations about this.

Thank you so much for this! I was wondering if anyone could help with how to prproperly integrate quotations (Excerpts) from interviews in the finding chapter in a qualitative research. Please GradCoach, address this issue and provide examples.

what if I’m not doing any interviews myself and all the information is coming from case studies that have already done the research.

Very helpful thank you.

This was very helpful as I was wondering how to structure this part of my dissertation, to include the quotes… Thanks for this explanation

This is very helpful, thanks! I am required to write up my results chapters with the discussion in each of them – any tips and tricks for this strategy?

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Macy's 4th of July Fireworks Special on NBC 2024: What to Know

It isn't 4th of July without the Macy's Fireworks Special, right? 

For decades, a special 4th of July tradition has been the  Macy's 4th of July Fireworks Special . And this year, it's simulcasting on NBC and Peacock . 

A staple for over 40 years now, the  Macy's 4th of July Fireworks Special is a sparkling showcase of some of the most intricate fireworks in the world — shot and displayed over the New York City skyline. If you live in NYC, you probably can find a spot to watch the fireworks IRL. But if you don't, NBC and Peacock have you covered. 

And we're getting more than just fireworks, too. As the Macy's website promises , the televised event will include "unforgettable stars" and "larger-than-life pyrotechnics" Want more details? You'll just have to tune in — and keep checking back to this article for updates. 

RELATED: NBC Insider' s Holiday Content 

Here's everything you need to know about the 2024 Macy's 4th of July Fireworks Special : 

When and where to watch the Macy's 4th of July Fireworks Special

NBC and Peacock are the streaming homes for the Macy’s 4th of July Fireworks Special. The action kicks off Thursday, July 4 at 8 p.m. ET/PT on NBC and Peacock.  

 An encore presentation will air at 10 p.m. ET/PT on NBC.

The broadcast will highlight individuals across the nation who are championing sustainability, accessibility, visibility for underrepresented groups, artistic expression, and more.

In an effort to create a more inclusive experience for blind and visually impaired viewers, NBCUniversal is proud to present special with a live audio description on the Secondary Audio Program channel (SAP), provided by Descriptive Video Works. This year’s broadcast will be available with additional audio narration, describing the rich visuals and performances.

Who is hosting and performing at the Macy's 4th of July Fireworks Special? 

Four-time Grammy Award-nominated recording artist Mickey Guyton and American Ninja Warrior sideline reporter Zuri Hall are Hosts of the  Macy's 4th of July Fireworks Special. 

Amber Mark, Brandy Clark, Lainey Wilson, Luis Fonsi, Mickey Guyton, Tanner Adell, and The War and Treaty will perform. 

Where are the  Macy's 4th of July Fireworks located in New York City?

As Macy's writes on its website , the fireworks will be launched "live from the Hudson River in NYC." For the unfamiliar, New York City's Hudson River is located on the west side of Manhattan. 

RELATED: Orlando Bloom Just Accidentally Revealed a Secret About Katy Perry's Music on TODAY

Can you buy Macy's 4th of July Fireworks tickets?

No! The Macy's 4th of July Fireworks special is a public event. Tickets are not for sale. 

“Year after year, this telecast never fails to inspire and awe, lighting up the New York skyline with a fireworks display that’s unmatched,” said Jen Neal, Executive Vice President of Live Events and Specials, NBCU Entertainment . “It’s this type of live programming event that brings us together as a nation, highlighting the distinctiveness of both our NBC and Peacock brands.”

What music will play during the fireworks show? 

Inspired by Macy’s Summer’s Greatest Hits, this year’s custom 25-minute musical score will celebrate the season with summertime classics. Produced by Grammy and Emmy Award winner Jason Howland, the score will feature chart-topping musical talents, including Amber Mark, Brandy Clark, and Mickey Guyton. Each will reimagine and remix iconic American tunes across a variety of genres and decades, interweaving patriotic anthems with contemporary hits.

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Low-cost Techniques to Measure and Predict Air Pollution Exposure

 Exposure to air pollution is the fifth leading cause of death worldwide. This risk is dominated by exposure to fine particulate matter (PM 2.5 ) and is deemed even more critical in low- and middle-income countries due to a lack of data available to build effective policies. The scarcity of actionable air quality data in these regions is due to thehigh cost of research-grade air pollutant monitors. The core objectives of my thesis are to (1) develop a low-cost method to measure atmospheric black carbon, a major contributor to PM 2.5 in developing nations, at existing PM 2.5 monitoring sites, (2) use the method to measure the BC component of PM2.5 to identify leading combustion sources contributing to pollutant concentrations in African cities, and (3) develop a framework for developing a robust deep learning-based generalized model to predict PM 2.5 pollutant concentrations that is transferable to other locations. 

US Department of State collects air pollutant data at selected US embassies and consulates around the world to inform embassy personnel and citizens about the local air quality. These measurements are made by Beta Attenuation Monitors (BAMs) to measure hourly ambient PM 2.5 concentrations. These BAMs at the embassies collect PM 2.5 onto glass-fiber filter tapes at a circular spot with a fixed flow rate of 1m 3 /h -1 for approximately an hour and pass beta ray through the particle deposit. Hourly PM 2.5 concentration is calculated with Beer-Lambert law by utilizing the attenuation of beta rays through the spot. The BAM moves the spot to sample on a clean area of the filter tape and continues this process until the tape is exhausted. A new tape is installed and the used tapes are usually discarded after a brief period of storage. Chapter 3 of this thesis investigates a cost-effective method to leverage used tapes from these existing BAMs to measure ambient black carbon concentration at an hourly resolution. We developed an image reflectance-based method to determine hourly black carbon (BC) concentrations from red light reflectance using cell phone cameras. The method relies on the working principle that the BC loading on a filter sample is correlated to intensity of reflected red light from the sample. The hourly effective detection limit of the method is estimated to be around 0.15 μg/m - 3 of BC, which makes it suitable to use in most micro-environments, especially the ones with high combustion emissions. This method only requires a reference card sheet and a cellphone camera. Both of these items are easily accessible making this method practically a "zero" cost measurement technique. 

We used this method to measure hourly BC concentrations at multiple locations in Africa and compared it to our measurements in Pittsburgh. Unregulated emission sources are one of the major factors for the high pollution levels in developing nations. For example, primary sources of air pollution in Africa are unregulated transport emissions, burning of solid fuels for cooking and heating in winter seasons, open burning of crop residues and burning fossil fuel for electricity production. Air quality measurements can provide evidence on these high emitting sources for effective policymaking, further alleviating the air pollution scenario in these regions. Chapter 4 presents measurements on BC component of hourly PM 2.5 data with our image reflectance-based method applied on used BAM tapes from multiple cities in Africa, which will be used in investigating and identifying primary sources of pollutants at these locations. The cities in this study include Abidjan (Côte d’Ivoire), Accra (Ghana) and Addis Ababa (Ethiopia). The measurements show a significantly high BC levels across the cities and seasons in Africa. Availability of hourly BC information, in addition to PM 2.5 measurements, reveal high contribution of combustion emissions in the local air pollution. In Addis Ababa, BC composed 20% of PM 2.5 both in summer and winter seasons at two locations within the city. BC measurements in Abidjan showed a higher BC level during wet season due to increased burning of solid fuels to heat the houses as this period experiences lower temperatures. Hourly data also allowed us to derive diurnal patterns of BC for all cities. Accra showed a unique peak at 2 am in the night. This peak was later identified to be from diesel generators used by US embassy at Accra to meet their power demands during power outage incidents and/or illicit waste burning at night. Thus, our measurements reveal tons of information on pollutant levels as well as emission sources. 

A step further in informed policymaking for reducing exposure during hazardous levels of air pollution is to develop a forecast model that can predict air pollutant levels with the use of temporally dynamic variables. A major benefit of these forecast models is their ability to predict high pollution episodes so that both precautionary and preventive measure can be taken in advance to alleviate the exposure levels. Precautionary measures include wearing masks or staying home in case of severe pollution episodes, whereas preventive measures encompass coordinating with local industries and commercial plants to dampen their activities to reduce their emissions. 

Studies have developed variants of land-use regression-based models to forecast air pollution, but these models show poor prediction capabilities and their performance saturate despite inclusion of myriad features for training models. Most of the high pollution episodes overlap with period of temperature inversions, which is period of a very low planetary boundary layer height with minimal atmospheric circulation trapping air pollutants close to the ground. Therefore, we built models that use boundary layer height and related meteorological parameters among training features. Chapter 5 investigates deep learning models to build a novel neural network-based forecast model that utilizes training covariates, including air pollutant and weather-based parameters forecast from GEOS-CF model to generate a more robust and generalized empirical prediction model to forecast PM 2.5 a day in advance. We use 5 years of low-cost sensor-based PM 2.5 data as the ground truth in training the models to predict PM 2.5 for locations in Monongahela Valley, Pennsylvania. 

Degree Type

• Dissertation
• Mechanical Engineering

Degree Name

• Doctor of Philosophy (PhD)

Usage metrics

File(s) under embargo

until file(s) become available

Using Chemical Genetics to Dissect Exocytosis in Arabidopsis

Exocytosis is crucial for delivering proteins, lipids, and cell wall polysaccharides to the plasma membrane and extracellular spaces, playing a vital role in normal plant development as well as responses to biotic and abiotic stresses. One key molecular player, the exocyst, is an octameric protein complex that tethers secretory vesicles to the plasma membrane (PM). Chapter 1 is a literature survey that introduces the function of the exocyst, as well as the characterization of Endosidin2 (ES2), a synthetic molecule that targets the EXO70 subunit of exocyst. This chapter also defines existing knowledge gaps in the profiling of cargo proteins trafficked by the exocyst and the identification of novel modulators of exocytosis. Chapter 2 employs a comparative proteomics approach to examine the changes of PM proteome of root cells following ES2-treatment. Proteins with decreased abundance at the PM were considered candidate cargo proteins of ES2-targeted trafficking and several were validated with quantitative live-cell imaging. Chapter 3 describes the use of ES2 as a tunable and reversible chemical genetics tool as demonstrated by the development and deployment of a large-scale mutant screen in Arabidopsis that identified 70 ES2 -hyper s ensitive mutants ( es2s ). Among these, candidate mutations for 14 non-allelic lines were mapped and reported. T-DNA insertion lines were subsequently screened as alternative alleles to identify causal mutations. In Chapter 4, the causal mutation of es2s-15-12 was confirmed as ArgJ with a second T-DNA insertion mutant allele as well as genetic and chemical complementation. ArgJ encodes an enzyme in the arginine biosynthesis pathway. It was demonstrated that arginine biosynthesis deficiency synergizes with ES2 to inhibit root growth in Arabidopsis. Root growth in argj mutants was not hypersensitive to other inhibitors with different modes of action, such as LatB, ES9-17, and BFA. Additionally, roots of argj-1 displayed a reduced abundance of PIN2 at the apical PM in epidermal cells; however, PIN2 polar distribution was not further reduced by ES2 treatment. Our findings point to a functional connection between arginine metabolism and exocytosis. Chapter 5 discusses potential future directions and experiments, including technological advances and the testing of new hypotheses. Overall, this study presents a detailed application of chemical genetics to dissect the exocytosis process in Arabidopsis and uncovers novel modulators of exocytosis in plants.

Degree Type

• Doctor of Philosophy
• Botany and Plant Pathology

Campus location

• West Lafayette

Advisor/Supervisor/Committee Chair

Additional committee member 2, additional committee member 3, additional committee member 4, usage metrics.

• Plant cell and molecular biology

site categories

Andrew mccarthy, drew van acker & debby ryan to topline sci-fi thriller ‘orion’, breaking news.

• ‘Horizon: An American Saga’ Review: Kevin Costner Sets Stage For Epic Story Of American West And Its Complicated History

By Pete Hammond

Pete Hammond

Awards Columnist/Chief Film Critic

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Editor’s note: This review was originally published May 19, when the movie world premiered at the Cannes Film Festival. It hits theaters beginning today in previews before going wide Friday.

There can be no doubt if there is one person bound and determined to keep Hollywood’s long history of Westerns alive, it has been Kevin Costner . OK, well Clint Eastwood too.

But without question his most ambitious and sprawling swing yet, Horizon: An American Saga — which kicked off Sunday at the Cannes Film Festival in an Out of Competition world premiere — is the pinnacle of this star’s love affair with the West and how it evolved.

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Kevin Costner’s ‘Horizon: An American Saga’: Everything We Know So Far

Running three hours, this film, scheduled for release by New Line and Warner Bros on June 28, is just “Chapter 1”, first of an unusual planned series of four separate films (not sequels) continuing the massive story, with Chapter 2 already in the can and scheduled for an August 16 release, and Chapter 3 reportedly going before the cameras imminently. Of course this multi-part saga is not unusual for television, where it thrives in the limited series form, but for movies it is virtually unheard of — along with the fact that its star-director, who has been dreaming of this in various forms since 1988, is largely footing the bill.

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But nothing on this scale has ever been attempted for this kind of release pattern on the big screen, and I would say, at least based on the first part with its huge cast of characters and storylines woven in and out, Costner’s biggest influence may have in fact been 1963’s Cinerama production of How the West Was Won. I know from multiple interviews in the past, including mine, Costner has always noted the impact seeing that film (nominated for Best Picture and winner of three Oscars including Best Original Screenplay) with his father made a lifelong impression on him. It similarly traversed many years, characters and story arcs like Horizon does but was just one long, reserved seat movie event. Horizon has four times its spirit at the very least.

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Spanning about 15 years from the end of the Civil War (a factor but not the focus here), Horizon is about the expansion and settlement of the American West, those brave white people who made their way on horse and wagon trains to the promise of a new life. Literally. In the movie Horizon is the name of a basically suburban dream. Flyers are continually seen urging people to come West. “If you want a farm or home the best thing in the West is the town of Horizon. Best grazing land in the world, the richest land, premium virgin land with pure and abundant water, temperate climate, and excellent health,” it advertises to potential settlers.

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What it doesn’t say is it is also the home of American Indians, our Native Americans, many who are understandably not too keen about this development on what they consider their territory, and that it could also be a dangerous proposition. But this is a film about Manifest Destiny, and therein will lie many of the complications for these (many) people we meet along the way. And of course in different parts of the world this concept makes this movie still relevant, even as it is told as a piece of our history.

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It is clear from this Chapter 1 that Costner, who co-wrote the script with Jon Baird and a story from Mark Kasdan, is interested again in this conundrum with the Indigenous population, just as he was in Dances With Wolves in going for a much deeper and complex study than what Hollywood largely did for decades in its treatment of the American Indian on film. And coming on the heels of another film that premiered in Cannes last year, Martin Scorsese’s Killers of the Flower Moon, it will be interesting to see how it all plays out in the upcoming chapters . In this one the table is set and we meet a lot of the key players, with the emphasis on those white settlers who made their way west as the Civil War had ravaged the Union, but with the promise of changing times giving hope.

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Refreshingly, Horizon includes a large number of meaty roles for women, not usually the case in this type of film. But there are plenty here, led by fierce pioneer woman Frances Kittredge who has, not so willingly, come along to the settlement with her husband. Sienna Miller plays her with force and she promises to be a key component going forward. Jena Malone’s Ellen is also a highlight, a feisty and badass female who will get into some dangerous situations unfortunately. Abbey Lee’s Marigold, who boards with Ellen and her well-intentioned husband Walt (Michael Angarano), is another strong female role here, as are those played by Ella Hunt as a British settler coming west with her husband, and Isabelle Fuhrman as Diamond, who with her sisters is making her way west and potential for a sweetened storyline down the road no doubt.

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This is a huge cast, but Costner tries to get them all introduced here including the intriguing Sam Worthington character of First Lt. Trent Gephardt, a soldier stationed at Fort Gallant but a guy with questions about himself and where he is going in this new world. Danny Huston’s sympathetic Col. Houghton has his hands full with the emerging droves of settlers, but knows there will be no way to stop, or possibly protect them when they get to Horizon. And you can count in Michael Rooker’s Sgt Major Riordan, who has the same concerns at Gallant.

Others include Luke Wilson’s good but reluctant leader of a wagon train, chosen against his will but trying to live up to the challenge, and Will Patton, a widower still recovering from the Civil War and accompanying his three daughters for a better shot at life.

The Native Americans are authentically cast, as you might expect in any movie from the filmmaker of Dances With Wolves. Standouts include Owen Crow Shoe as Pionsenay, an Apache warrior who is confused and frustrated with clashes with the settlers and none too pleased at this development, as opposed to brother Taklishim (a fine Tatanka Means) who is siding with their father, the Chief, in trying to be non-confrontational. Liluye (an excellent Wase Winyan Chief) is also his wife and mother of their baby, but she seems to have more fortitude and actually believes they should, like her brother-in-law, be resisting the rise of the settlers rather than sitting idly by.

Giovanni Ribisi, Glynn Turman, Tom Payne, Kathleen Quinlan, Angus MacFayden and countless others also pop in and out, some with perhaps more to do in ensuing chapters. There are more than 170 speaking roles in the movie series, which is being shot on locations in Utah with stunning cinematography by J. Michael Muro, who captures the grandeur of the Old West in style. Other shout-outs go to Derek R. Hill’s authentic production design and John Debney’s stirring score.

For Costner, this is an impressive beginning, with the promise of more to come. It even ends with a montage of scenes from the second film coming in August, much like you might see if this were a television production, something it is defiantly not. With Horizon: An American Saga, Costner is just trying to keep the American Western alive, but he may, with this innovative roll of the dice, also be trying to keep theaters alive at the same time, that is if there is still an appetite for Westerns. Hopefully there is.

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