University of Tasmania, Australia

Literature reviews.

  • What is a literature review?
  • How to develop a researchable question
  • How to find the literature
  • Taking notes
  • How to bring it all together: examples, templates, links, guides

thesis whisperer literature review matrix

Preview the text to check for relevance. 

  • the abstract
  • introduction
  • look at any charts, tables, graphs, diagrams

Check the number of times the article has been cited by others. The more times cited, the more important it might be. 

Read more deeply and let this guide the development of your question.

You may find that the more you read, your question changes or you discover a bigger topic or subtopics. 

Do not waste your time using a highlighter. Annotate the page and take notes. 

There are no shortcuts in this part of the process. 

For more information on managing your reading, go to the Study Toolkit in MyLO and check out the Academic Reading  and Writing module. 

thesis whisperer literature review matrix

Taking Notes

Use a synthesis matrix for note taking. This table c an be as simple or as complicated as you need

Advantages of using a synthesis matrix:

  • allows you to  sort the ideas and thoughts while analysing and synthesising the research.
  • helps make planning the structure and paragraph order easier 
  • allows for paraphrasing and summarising before actually writing
  • provides a clearer view of the relationship between different sources
  • aids in identifying themes and patterns in the findings and conclusions.
  • gives a glance view of each area under scrutiny

  The organisation/headings will change depending on the focus of your review. 

Using a spreadsheet will also help organise your reading and matrix. 

You will find some examples of a synthesis matrix to download at the bottom of this page. 

Example 1. 

thesis whisperer literature review matrix

C. Hartigan University of Tasmania

Example 2: Organised by themes.

thesis whisperer literature review matrix

from:  The Thesis Whisperer:Using a matrix to organise your notes

Example 3: Literature Review preparation.

Watch this short clip for some more ideas.  ( N.B. Ignore the APA referencing in this clip)

  • Synthesis matrix
  • Literature Review Prep: Synthesis matrix: Johns Hopkins University
  • << Previous: How to find the literature
  • Next: How to bring it all together: examples, templates, links, guides >>
  • Last Updated: Apr 10, 2024 11:56 AM
  • URL: https://utas.libguides.com/literaturereviews

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Writing Resources

The matrix method for literature reviews.

This handout is available for download in DOCX format and PDF format .

What is the Matrix Method, and why should I use it?

Using a review matrix enables you to quickly compare and contrast articles in order to determine the scope of research across time. A review matrix can help you more easily spot differences and similarities between journal articles about a research topic. While they may be helpful in any discipline, review matrices are especially helpful for health sciences literature reviews covering the complete scope of a research topic over time. This guide focuses on the review matrix step in the literature review process and offers tips on how to use it effectively.

Organize your sources

Once you complete your research, organize your source by date in order to make it easier to see changes in research over time.

Begin by creating the blank matrix. The matrices can be easily constructed using table-making software such as Microsoft Excel, Word or OneNote, Google Sheets, or Numbers. Every review matrix should have the same first three column headings: (1) authors, title, and journal, (2) publication year, and (3) purpose.

Table headings and one sample entry showing "authors, title, and journal" in column A, "publication year" in column B, and "purpose" in column C.

Be aware that it may be difficult to determine purpose from just a cursory review of the article. In some cases, it may be necessary to first read the paper fully to identify its purpose.

Choose your remaining column topics

Next, carefully read all your articles. Note any important issues you identify. The following broad categories provide some suggestions for determining your own subject headings:

Methodological

Methodology is often an important question. For example, if you are looking at tests of an Ebola vaccine beyond human subjects, it will be important to note what type of animal the test was carried out on, i.e. macaques or mice.

Content-specific

Consider noting what was actually studied. For example, when looking at the effectiveness of traditional Chinese medicine in the treatment of illnesses, it would be important to note what illness was being studied.

Geographical

It may be important to note where the research was completed. For example, if you want to compare the effects of the AIDS epidemic in different countries, you would use country as a column heading.

There are many ways to choose your column headings, and these are just a few suggestions. As you create your own matrix, choose column headings that support your research question and goals.

  • Do not include column headings that are explicit in your research question. For example, if you are looking at drug use in adolescents, do not include a column heading for age of study participants. If the answer will be the same for every study, it's generally a bad choice for a column heading.
  • Do not try to fully complete a review matrix before reading the articles. Reading the articles is an important way to discern the nuances between studies.

Credit: Adapted from David Nolfi, “Matrix Method for Literature Review: The Review Matrix,” Duquesne University, https://guides.library.duq.edu/matrix , 2020.

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The Sheridan Libraries

  • Write a Literature Review
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  • Find This link opens in a new window
  • Evaluate This link opens in a new window

Get Organized

  • Lit Review Prep Use this template to help you evaluate your sources, create article summaries for an annotated bibliography, and a synthesis matrix for your lit review outline.

Synthesize your Information

Synthesize: combine separate elements to form a whole.

Synthesis Matrix

A synthesis matrix helps you record the main points of each source and document how sources relate to each other.

After summarizing and evaluating your sources, arrange them in a matrix or use a citation manager to help you see how they relate to each other and apply to each of your themes or variables.  

By arranging your sources by theme or variable, you can see how your sources relate to each other, and can start thinking about how you weave them together to create a narrative.

  • Step-by-Step Approach
  • Example Matrix from NSCU
  • Matrix Template
  • << Previous: Summarize
  • Next: Integrate >>
  • Last Updated: Sep 26, 2023 10:25 AM
  • URL: https://guides.library.jhu.edu/lit-review

thesis whisperer literature review matrix

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Podcast Transcripts: WriteCast Episode 38: The Literature Review Matrix: What It Is, How to Use It, and How to Make It Work For You

Writecast episode 38: the literature review matrix: what it is, how to use it, and how to make it work for you.

Listen to the podcast episode.

© Walden University Writing Center 2017

[Introduction music]

[TEASER] BETH: If you are working with a lot of research and you find it a little bit overwhelming, this just might be the tool for you.

BRITTANY: Welcome to WriteCast: A Casual Conversation for Serious Writers. I’m Brittany Kallman Arneson,

BETH: and I’m Beth Nastachowski.

BRITTANY: In today’s episode, we are talking about one of the Writing Center’s resources for literature review research and writing: The literature review matrix.

Today, we are talking about the literature review matrix, and I should probably start by defining what this tool is. It sounds like something where we should all be dressed, I think, in long black leather coats and running around trying to escape creepy robot guys, but it is not that exciting, I'm afraid. However, it is a very exciting tool in terms of organizing your research, and we hope that we can make this discussion almost as exciting as watching The Matrix —almost. So, what the literature review matrix is—is basically just a spreadsheet. It's available in two forms on our website. You can download it in Microsoft Word form with a table built into a Word document, or you can download it in Microsoft Excel format, which is obviously already a table or spreadsheet, and it's basically just a way for anybody working on a research project to organize the things that they are reading and studying.

So, that's sort of a broad description of what the lit review matrix is, but I also want to sort of paint a little picture of what it actually looks like for our listeners, because this is an audio podcast. As we start to talk in more detail about it, I do want our listeners to be able to have a little bit of a picture in their minds of what this really looks like. If you're listening and you're at your computer or even if you have your phone on you and you have a second, to kind of follow my instructions here and go ahead and download one of the sample matrices for yourself to follow along. Now I know a lot of people like to listen in the car at the gym or whatever and you might not be able to download it right now and that's fine. That's why I'll do a little visual description, as well, but you are welcome to download it and follow along as you listen to our kind of an analysis of what the literature review matrix is and how it can be used. So, I am going to get to the lit review matrix from the Writing Center homepage and under Scholarly Writing on the drop-down menus across the top I'm going to choose the first option on the drop-down Common Course Assignments. And if I click there I can see a bunch of different common course assignments listed along the left in the brown boxes, and I am going to scroll down to where literature review is listed. And if I click there, I'll eventually get to the lit review matrix but I can also go down a little bit under the literature reviews and choose organizational tools . And you will be taken to page that features two sample literature review matrices in PDF format. So these are ones that you can't go in and edit yourself but you can see how two different researchers might use a lit review matrix to organize their research. And they look very different very. Very, very different. They have different categories, different information is being recorded, and I think this helps illustrate the fact that the literature review Matrix is going to look really different depending on what research project you're working on and what your topic is. So you can take a look at those, but then the bottom two links are to sample templates that you can fill in yourself and it just in changes you need to. So one is in Microsoft Word and one is in Excel. I’m going to just open the one in Excel, and when I open it, I get an Excel document that has all these categories across the top, in the columns. So the first few are author's last name and first initial, publication date, title of article or chapter, and then it has all kind of the other categories for a reference entry. And as you scroll across to the right you get categories like theorists, method, design, population, research questions, summary, analysis. So more detailed information about the research process and the themes that are going to be drawn out of that particular source.

So that's what it looks like, and anytime that you're engaging in a big research project you are going to be swimming in research and oftentimes it can be really challenging to keep track of all the different articles and books and web pages that you're looking at, that are related to your topic. And a literature review matrix is just a simple tool that allows you to keep track of the information that you're reading and also sort of start to process that information in different ways depending on how you set it up, and we'll get into that in a little bit more detail in a moment.  

BETH: Yeah, and to build on that too, Brittany; I wanted to emphasize here that the literature review matrix is something for anyone doing research, really.

BRITTANY: Yes.

BETH: And it probably isn’t the most appropriate if you are just working on a discussion post or reading a couple of articles for a course paper or something. But it’s probably most useful when you are working with a lot of research at any one time. So if you are working on maybe a master’s thesis or a paper that’s a final paper that you are building up to across a course, maybe you are working on a KAM, or maybe you are working on your doctoral capstone—any of those cases might be a time when the literature review matrix would be useful. And probably in other times, too, in ways we are not even thinking of. It’s really a tool that’s meant for you if it's helpful. It’s often most helpful in those cases but really it could be useful to you at any point when you are working with a lot of research. So we want to make sure to clarify that from the outset. If you are working with a lot of research and you find it a little overwhelming, this tool might just be the thing for you.

BRITTANY: So I was excited to talk about this topic for this episode because the literature review matrix is something I have always enjoyed using, first of all, for my own research and also teaching about. I get kind of excited about it because—well, first of all, because I like categorizing things and I am kind of nerdy that way--you know, closets and drawers but also research in spreadsheets. And so there's that, but also I think I get excited because, to me, the lit review matrix kind of allows the student or the writer to start to model synthesis thinking even at the research stage. And I think synthesis in writing is one of the most challenging things to both do and to teach how to do, and I like that the literature review matrix is kind of an in to talking about how to actually synthesize sources together and put them in conversation in writing. So I don't know, I'm, I'm pretty excited to talk about this topic this morning but I don't know, do you feel the same way Beth?

BETH: Yeah, you know, when I was thinking about this topic, Brittany, I was a little apprehensive about it at first. I have talked about the literature review matrix in different contexts with students, but it was something that when I first came to Walden and started working in the Writing Center, I didn’t really get the matrix at first.

BRITTANY: MmHmm

BETH: It wasn’t something that was really just was natural for me. It wasn’t a natural way of thinking about the literature or thinking about writing a literature review. And so for me, it was more of a struggle before, to kind of get used to it. And it’s still not my natural inclination to use a tool like this. And so at first, I was a little apprehensive, but I think this will be great because I think we'll be able to think about the best way to use the tool, and I will probably get some pointers from you, so I’m looking forward to that.

BRITTANY: While I do not know about that. But I think that's really interesting, that sounds like it didn't necessarily match with the way that your brain works when you're working on a project like this, and you're totally capable of synthesizing research. So I think--I think actually it could be interesting to explore a little bit more what it is about it that doesn't work for you, 'cause I bet we have students who also feel that way or who kind of see this tool introduced and are like, this isn't seem like it be helpful to me at all. So I'm sort of curious to hear more about that from your perspective—what is it about it that is, just like doesn't seem helpful to you?

BETH: Yeah, I mean I think first off, just looking at downloading the template for the matrix that’s in Excel--

BRITTANY: Mmhmm.

BETH: For me, one thing I do like is it starts out with those columns that talk about the information for that particular source. You as the writer would note the author, the date—you know—all the information that you would need to keep track of that source and create a reference entry for it. That seems really helpful to me, as well as like the key word search information and things like that.

BETH: But what I struggle with is I think when I reading something I really like to identify key ideas and quotes and things like that. And then take notes on those rather than overall ideas, and right now when you look at the template it has sort of like columns of that are really general and broad, like theorist and method and design. So initially for me, when thinking about that—it’s kind of hard to think how that would be useful. So if a student had a similar question, like that, about the matrix and how to use it, how do you explain how best to use it, Brittany?

BRITTANY: Yeah, oh, I'm so glad that you said that because I get this question from students a lot. And you probably do too—where they're like, well, great, but these categories don't match what I'm researching or these categories aren't you know I don't want to record the information that's pre-populated into the sample Matrix; that's not helpful information for me to keep track of. And this is what I mean when I say the Matrix can help with synthesis thinking or sort of jump-start that. The writer has control over those categories from the very beginning and that's what's great about working on like in notebook where you might run out of space to run out of, you know, lines or something like that. In an Excel spreadsheet, for instance, you can always, always add more columns, more rows, you know, more fields where you can record different information. And so I like to think about the Matrix as being really agile and nimble and sort of malleable for the reader to—

BETH: It's like a living document.

BRITTANY: Yeah, exactly. So it's not that you have to have pre-populate categories and then read the literature looking for those categories, necessarily. You can do that, but you can also do it the opposite way where you learn reading and you pull out a theme. You say, oh boy--it seems like this is really an important thread that's running through this article and also this other book that I read. I'm going to create a category in my matrix to record that theme so that I can tag both of those resources with that theme and then remember that both those authors talked about that. And that's like that first step in your literature review of organizing your information by theme rather than by author, which is a big point that we make when we teach about writing a literature review, right, is that you aren't writing one paragraph on what one author said and another paragraph on what another author said but you really are working hard to create a conversation between all the people talking about your topic and categorizing those paragraphs and sections by theme and by topic.

BETH: So, in a way, really, when I initially learned about the matrix and started looking at it, I think I was thinking about the matrix as what you are reading and what you are taking notes on as responding to the matrix. But really, what you want the matrix to be is to be responsive to what you are reading.

BRITTANY: Right.

BETH: --where what you are reading sort of informs what the matrix looks like rather than the other way around.  

BRITTANY: Yeah, exactly right. So, the matrix is a snapshot of your research rather than your research being driven by what is in the matrix already. And I think again that's something that can be a little bit daunting for students at first. And so it may be that you as a writer start with the pre-populated categories, because I like to kind of think about the research process in two stages.

First we just have the categorization stage and the matrix can help with that. That's you just kind of getting the lay of the land of your research and starting to remember what you read, who the authors are, what year they published their research--you know--what their methodology was, just the nuts and bolts, the basics. And for that stage, the matrix pointing you to the research can be useful, because it helps you understand what happened to be reading for, when you're just trying to kind of get a sense of what's out there, and keep track of the basic information about the sources.

But as we know, that is not enough to get you to a solid lit review where you are categorizing your research by them and by topic. And so there's sort of a second piece to that where you can--you might go through and try and categorize your research first using the pre-populated fields in the matrix. But then I think you can come back and do that organization piece which is sort of not so much just thinking about what is the research that's out there and what are the basic facts about that research or even what are the basic things that that research has said, but you're thinking carefully about how to describe the pattern of that conversation over time to your reader and how to present it. And that's where I think it's the other way around—you start to notice those patterns and then you start to create fields in the matrix that reflect those patterns so that you can better put those sources in conversation with one another.

BETH: Yeah, so I mean really, along with the matrix sort of being really responsive to what you are reading—it evolves with your research process. It sort of functions differently as you go through the research process and evolves with that.

BRITTANY: Yeah, mmhmm. I think so.

BETH: That’s a great way to talk about it, I think. And I love the idea of thinking about the matrix as sort of this living document. I think initially when I looked at it, it felt very static, and I think that felt limiting to me. And so thinking as an evolving document—it really helps with that, I think. And I hope that will sort of resonant with our students, too.  

BRITTANY: Yeah, me too. This is a really hard thing to talk about in the abstract, I think. And so I do encourage any listener who is feeling like, a little confused by all of this, to dive in and start and sort of--I mean, I guess the basic take away that we want to send to our listeners is that you're in the driver's seat when it comes to these documents and the matrices, and so if you really want to record certain information and it's not part of the matrix that you download from our website, add it. Add it in. And that gives you a sense of agency to, I think, as a writer because that is what you get to make those choices about how to prevent the information to your reader which is really the kind of mindset that you want to have as you craft your literature review. And think about the order of information that you want to present to your reader.

BETH: And I would give two other tips, I think, too. As we are talking about this, you know we talked about the students that this is useful for, the wide range of students. But you know one thing I would say is if you are imagining, wow, this will be really useful for me, when in the future, I write this paper, this master’s thesis, this doctoral capstone, whatever it is. Also, consider using the matrix on an earlier paper, even if it’s not absolutely necessary. Because practicing using the literature review matrix will help you figure out how it works and how you can use it to evolve with your research process. So even if the matrix isn’t absolutely necessary to complete that particular project—using it can help you get use to that process. Just like anything else we talk about, we talk about all the time—practicing your paraphrasing and your citing skills so when you get to the sort of high stakes end capstone research that you have to do, then you are ready it. I think the same applies here, too.

BRITTANY: Right, mmhmm, absolutely.

BETH: And then…I swear I had one other thing I was going to say. Oh, I remember now. I think students sometime have trouble sort of translating, taking notes, reading, and highlighting important points or underlining important points as they are reading. And then taking that into their writing. There is sort of, like, a big jump they have to make—right—between those two things?

BETH: And the matrix acts as a nice in-between because you don’t necessarily include everything you highlight in the matrix, but you can kind of go back to your research and say, okay from what I highlighted while I was reading, to ensure I was an active reader: What is actually useful to be putting in this matrix? And then you can kind of practice paraphrasing and summarizing what you actually read into the matrix, too. So it kind of helps as in between step—between your note taking and your active reading and your actual writing that you are doing.

BRITTANY: I love that. I love thinking about it as kind of a go-between, between your research and your writing process. I think that’s exactly right.

BETH: So just a reminder—if you would like to download the lit review matrix and start using it, Brittany gave a really great explanation on how to find it through our website, at the start of the podcast, but you can also go to the top right hand corner of page on our website and search "literature review matrix" and it will be the first hit there. And just a note, too, if you are a doctoral student working on your final capstone, if you are at the proposal stage, make sure to also e-mail any questions that you have to the editors, at [email protected] as well as visit the form and style website.

BRITTANY: Finally, we love to hear your feedback and your ideas for future episodes. And we are grateful for those of you who have sent feedback and ideas to us so far. And we want to remind you that you can find us on Facebook at our Walden University Writing Center page, on Twitter @ WUWritingCenter, and at our blog which is waldenwritingcenter.blogspot.com.

BRITTANY: WriteCast is a production of the Walden University Writing Center. This episode was produced by me, Brittany Kallman Arneson; my co-host, Beth Nastachowski; and our colleague, Anne Shiell.

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thesis whisperer literature review matrix

Doing a literature review using digital tools (with Notion template)

I’ve recently revamped my literature review workflow since discovering Notion . Notion is an organization application that allows you to make various pages and databases. It’s kind of like your own personal wiki- you can link your pages and embed databases into another page, adding filters and sorting them using user-set properties. The databases are what I use the most. I’ve essentially transferred all of my excel sheets into Notion databases and find it much easier to filter and sort things now. In this post, I’ll go through how I do my literature review and share a Notion template that you can use.

I like to organize my literature review using various literature review tools along with two relational Notion databases: a ‘literature tracker’ and a ‘literature notes’ matrix. You can see a flow chart of my literature review process below (it’s inspired by this post by Jenn’s Studious Life and the three pass method for reading papers which I wrote about last week in this post ):

thesis whisperer literature review matrix

As you can see, this process involves a couple of decision points which helps me focus on the most important papers. This is an iterative process that keeps me up to date on relevant research in my field as I am getting new paper alerts in my inbox most days. I used this method quite successfully to write the literature review for my confirmation report and regularly add to it for the expanded version that will become part of my PhD thesis. In this post, I’ll break down how this works for me and how I implement my Notion databases to synthesise the literature I read into a coherent argument.

You can click on the links below to navigate to a particular section of this article:

The literature search

The literature tracker, the literature synthesis matrix, writing your literature review, iterating your literature review, my literature review notion template, some useful resources.

This is always the first step in building your literature review. There are plenty of resources online all about how to start with your search- I find a mixture of database search tools works for me.

The first thing to do when starting your literature review is to identify some keywords to use in your initial searches. It might be worth chatting to your supervisor to make a list of these and then add or remove terms to it as you go down different research routes. You can use keyword searches relevant to your research questions as well tools that find ‘similar’ papers and look at citation links. I also find that just looking through the bibliographies of literature in your field and seeing which papers are regularly cited gives you a good idea of the core papers in your area (you’ll start recognising the key ones after a while). Another method for finding literature is the snowballing method which is particularly useful for conducting a systematic review.

Here are some digital tools I use to help me find literature relevant to my research questions:

Library building and suggestions

Mendeley was my research management tool of choice prior to when I started using Notion to organize all of my literature and create my synthesis matrix. I still use Mendeley as a library just in case anything happens to my Notion. It’s easy to add new papers to your library using the browser extension with just one click. I like that Mendeley allows you to share your folders with colleagues and that I can export bib.tex files straight from my library into overleaf documents where I’m writing up papers and my thesis. You do need to make sure that all of the details are correct before you export the bib.tex files though as this is taken straight from the information plane. I also like to use the tag function in Mendeley to add more specific identifiers than my folders.

Mendeley is also useful for finding literature related to those in your library- I’ve found quite a few interesting papers through the email updates they send out each week with ‘suggested papers’. You can also browse these suggestions from within Mendeley and use its interface to do initial keyword searches. The key is to just scan the titles and then decide whether it’s worth your time reading the abstract and then the rest of it. It’s easy to get overwhelmed by the sheer amount of papers being published every day so being picky in what you read is important (and something I need to work on more!).

Mendeley literature library

Some similar tools that allow you to build a library and get literature recommendations include Zotero , Researcher , Academia , and ResearchGate . It’s up to you which one you use for your own purposes. One big factor for me when choosing Mendeley was that my supervisor and colleagues use it so it makes it much easier to share libraries with them, so maybe ask your colleagues what they use before settling on one.

Literature databases and keyword alerts

There are a variety of databases out there for finding literature. My go-to is Web of Science as it shows you citation data and has a nice interface. I used this to begin my initial literature search using my keywords.

The other thing you can do with these kinds of tools is set up email alerts to get a list of recent work that has just been published with any keywords you set. These alerts are usually where I find papers to read during journal club with my supervisor. You can customize these emails to what suits you- mine are set to the top 10 most relevant new papers for each keyword weekly and I track around 5 words/phrases. This allows me to stay on top of the most recent literature in my field- I have alerts set up on a variety of services to ensure that I don’t miss anything crucial (and alerts from the ArXiv mean I see preprints too). Again, you need to be picky about what you read from these to ensure that they are very relevant to your research. At this stage, it’s important to spend as little time as possible scanning titles as this can easily become a time suck.

Web of Science literature keyword search

Some of the other tools I have keyword (and author) email alerts set up on are: Scopus , Google Scholar , Dimensions , and ArXiv alerts . I set 10 minutes maximum aside per day to scan through any new email alerts and save anything relevant to me into my literature tracker (which I’ll come to more later).

Literature mapping tools

There are loads of these kinds of tools out there. Literature mapping can be helpful for finding what the seminal papers are in your field and seeing how literature connects. It’s like a huge web and I find these visual interfaces make it much easier to get my head around the relationships between papers. I use two of these tools during the literature search phase of the flowchart: Citation Gecko and Connected Papers .

Citation Gecko builds you a citation tree using ‘seed papers’. You can import these from various reference management software (like Mendeley), bib.tex files or manually search for papers. This is particularly useful if your supervisor has provided you with some core papers to start off with, or you can use the key papers you identified through scanning the bibliographies of literature you read. My project is split into fairly clear ‘subprojects’ so these tools help me see connections between the various things I’m working on (or a lack of them which is good in some ways as it shows I’ve found a clear research gap!).

Citation Gecko literature map

You can switch between different views and add connecting papers as new seed papers to expand your network. I use this tool from time to time with various different papers associated with my subprojects. It’s helped me make sure I haven’t missed any key papers when doing my literature review and I’ve found it to be fairly accurate, although sometimes more recent papers don’t have any citation data on it so that’s something to bear in mind.

Connected Papers uses a ‘similarity’ algorithm to show paper relationships. This isn’t a citation tree like Citation Gecko but it does also give you prior and derivative works if you want to look at them. All you do is put one of your key papers into the search box and ‘build a graph’. It will then show you related papers, including those which don’t have direct citation links to the key paper. I think this is great for ensuring that you’re not staying inside an insular bubble of the people who all cite each other. It also allows me to see some of the research which is perhaps a bit more tangential to my project and get an overview of where my work sits within the field more broadly.

Connected papers literature map

I like Connected Paper’s key for the generated tree and that it shows where related papers connect between themselves. Again, it’s helpful for ensuring that you haven’t missed a really important work when compiling your literature review and doesn’t just rely on citation links between papers.

This is where I record the details of any paper I come across that I think might be relevant to my PhD. In some ways, it’s very similar to Mendeley but it’s a version that sits within Notion so I have some more customised filtering categories set up, like my ‘status’ field where I track which pass I am on.

Here’s what my literature tracker looks like:

thesis whisperer literature review matrix

The beauty of Notion is that you can decide which properties you want to record in your database and customize it to your needs. You can sort and filter using these properties including making nested filters and using multiple filters at once. This makes it really easy to find what you’re looking for. For example, say I’m doing my literature review for my ‘FIB etching’ subproject and want to see all of the papers that I marked as relevant to my PhD but haven’t started reading yet. All I need to do is add a couple of filters:

thesis whisperer literature review matrix

And it filters everything so that I’m just looking at the papers I want to check out. It’s this flexibility that I think really gives Notion the edge when it comes to my literature review process.

The other thing I really like about using Notion rather than excel is that I can add different database views. I especially like using the kanban board view to see where I’m at with my reading workflow:

thesis whisperer literature review matrix

When I add something to the literature tracker database, I scan the abstract for keywords to add and categorize it in terms of relevant topics. It’s essentially the first pass of the paper, so that involves reading the title, abstract, introduction, section headings, conclusions, and checking the references for anything you recognise. After this is done, I decide whether it’s relevant enough to my PhD to proceed to do a second pass of the paper, at which point I will progress to populating my literature notes database.

Once I’ve decided that I want to do a second pass on a paper, I then add it to the ‘literature notes’ database. This is part of the beauty of Notion: relational databases. I have ‘rollup’ properties set in the literature notes database which shows all of the things I added during my first pass and allows me to filter the matrix using them. You can watch the video below to see exactly how to add a new paper to the ‘notes’ database from the ‘tracker’ database:

During the second pass, I populate the new fields in the ‘notes’ database. These are:

Summary | Objective of study | Key Results | Theory | Materials | Methods | Conclusions | Future work suggested | Critiques | Key connected papers.

I also have various themes/questions/ideas as properties which I add a few notes on for each relevant paper. I then complete my ‘questions for critical engagement’ which are on the entry’s ‘Notes’ page and are stored in the ‘Article Template’. If you want to read more about this process, check out my ‘how to read a scientific paper’ post .

By, doing this I create a synthesis matrix where I can see a breakdown of the key aspects of each paper and can scan down a column to get an overview of all of the papers I have read. For example, if I wanted to see all of the papers about Quantum Point Contacts to get an idea of what previous work has been done so that I can identify my research gap, I can filter using the tag property and can then see the notes I wrote for each entry, broken down by section. I also have tags for my research questions or themes, materials used, experimental techniques, fabrication techniques, and anything else that comes to mind really! The more tags I have for a paper, the easier it is to filter when I want to find a specific thing.

The other property I have included in the literature notes database is ‘Key connected papers’. This is a relation but is within the database itself. So it means that I can link to the page of other papers in the literature matrix. I’ve found this to be useful for connecting to what I call ‘core’ papers. I can also filter using this property, allowing me to see my notes on all of the papers I’ve read that are related to a certain ‘core’ paper. This helps with synthesising all of the information and forming my argument.

thesis whisperer literature review matrix

For those papers most relevant to my research (the ‘core’ papers) I’ll also do a third pass which involves reimplementing the paper in my own words. This is quite a time-consuming task so not many papers reach this stage, but those which I have done a third pass on are the ones I know really well. My hope is that this will stand me in good stead for my viva. This process also helps me refine my research questions further as I gain a deeper understanding of the field.

I find that writing up a review is extremely intimidating, but having the literature matrix makes this process that bit easier. I won’t go into too many details as there are already loads of resources out there going into the details of writing up a review, but here’s a brief overview of my own process:

Identify your research themes

Using your literature matrix, review each research theme or question and decide which ones you are going to focus on. These will form the different sections of your literature review and help you write your thesis statement(s). You can also think about how your questions link to ensure that you’re telling a coherent story with your review.

Choose and summarize literature related to each theme

For each section, gather up the most important related literature and summarize the key points of each source. A good literature review doesn’t need to cover all the literature out there, just the most significant sources. I try to stick to around 10 or fewer key sources per section.

Critical evaluation of sources

This is where you utilize the ‘questions for critical engagement’. Make sure you evaluate the strengths and weaknesses of the studies you’re writing about. By doing this, you can establish where our knowledge is lacking which will come in helpful later when establishing a research gap.

Analyse each source in relation to other literature

Try to make sure that you are telling a coherent story by linking between your sources. You can go back to the literature matrix here and use it to group similar studies to compare and contrast them. You should also discuss the relevance of the source’s findings in relation to the broader field and core papers.

Situate your research in a research gap

This is where you justify your own research. Using what you have laid out in the rest of the review, show that there is a research gap that you plan to fill and explain how you are going to do that. This should mean that your thesis flows nicely into the next section where you’ll cover the materials and methods you used in your research project.

thesis whisperer literature review matrix

In some ways, a literature review never really ends. As you can see in the flowchart at the beginning of this post, I regularly update and revise my literature review as well as refining my research questions. At this point in my PhD, I think that most of my research questions are quite well defined, so I’m mostly just adding any newly published work into my review. I don’t spend much time reading literature at the moment but I’m sure I’ll return to it more regularly when I’m in the write-up phase of my PhD. There is a balance to be had between reading and writing for your literature review and actually getting on with your own research!

Here’s the link to my Notion Literature Review Template . You can duplicate it and adapt it however you want, but this should save you some time setting up the initial databases if you’d like to use my method for organizing your own literature review.

thesis whisperer literature review matrix

Here are some resources on how to do a literature review that I’ve found useful during my PhD:

  • The Literature Review: Step-by-Step Guide for Students
  • 3 Steps to Save You From Drowning in Your Literature Review
  • How to write a literature review
  • How to become a literature searching ninja
  • Mind the gap
  • 7 Secrets to Write a PhD Literature Review The Right Way

If you like my work, I’d love your support!

Share this:

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11 thoughts on “Doing a literature review using digital tools (with Notion template)”

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Thank you so much for your insight and structured process. This will help me a lot kicking off my Master Thesis.

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The perfect method to organize the literature that I have read and will read in the future. I am so glad to have found your website, this will save me from thrashing around in the swamp of literature. I was already feeling the limits of my memory when I was doing my master thesis and this will be so helpful during my PhD.

' src=

Thank you so much for this detailed post! Lily 🙂

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Thank you very much for this. I’m doing my undergrad atm and reading a lot of papers. This seems like an excellent way of tracking everything.

' src=

Thank you, you made my beginning less stressful. I like your system and i helped me a lot. I have one question (more might come later), What do you mean by " journal club with my supervisor."

' src=

This piece is really really helpful! I started from this one and went through the rest blog writings. I agree on many points with Daisy. I had an unhappy experience of PhD two years ago and now just started a new one in another country. I will take it as an adventure and enjoy it.

' src=

This is an AMAZING template. I've found this so helpful for my own workflow. Thank you so much!

' src=

I found this post really helpful. Thank you.

' src=

thank you very much!

' src=

Hi! Thank you very much for posting this guide and sharing your notion template! I do have a question—do you manually enter the references into Notion, or is there any way to speed up the process? Ta x

' src=

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Communication Sciences & Disorders: Researching the Literature

  • 1. Terms to Know: The Basics
  • Practice: Identifying Information Sources (Opens Word Doc) This link opens in a new window
  • 3: Browsing Key Journals
  • 4: Author Searching
  • 5: Reference Mining & Citation Searching
  • 6. PICO: To Refine the Research Question
  • 7: Database Searching
  • 8. Finding Full Text Articles
  • Sample Annotation
  • Sample Annotation 2

Literature Review Matrices and Organizers

  • 11. APA Style Citation

A literature review matrix is a tool used by researchers to analyze and synthesize information from various sources relevant to their research topic. It typically takes the form of a table or chart, where rows represent different studies or articles, and columns display key information such as research methodologies, findings, and key themes.

The primary purpose of a literature review matrix is to help you analyze and compare existing literature, to identify patterns, gaps, and contradictions in the body of knowledge related to your research question. 

  • Literature Rewiew Matrix Template (example) You will be prompted to make a copy in your Google Drive. You are the sole owner, viewer and editor of the template until you choose to share it.
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  • Last Updated: May 20, 2024 12:49 PM
  • URL: https://libguides.uww.edu/comdis-lit-review

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Study Skills

Literature review assignments

All scholars refer to the work of other scholars in their writing. In this way, they participate in a type of academic conversation that helps to build knowledge in their discipline. As a student, you also participate in this conversation by referencing the experts in your field. Literature reviews are one type of assignment that develops your ability to do this.

This material aims to help undergraduate and postgraduate coursework students who need to write a short literature review as a university assignment. If you are a research student, visit Writing a literature review  in Research Communication.

This page will help you to meet your lecturers'expectations by:

self-evaluating your current strengths and weaknesses

considering the purpose of literature review assignments 

following logical steps to write the review

asking questions to evaluate the literature 

organising notes for literature review assignments 

structuring your literature review assignment effectively

choosing appropriate language to report on and critique literature.

Download this summary sheet for your own reference.

Introduction to literature review assignments

This section gives a simple overview of literature review assignments. It includes their purpose, a process for writing a review, questions for evaluating literature, and a method for organising your notes.

reflection icon

Before you continue, reflect on your previous writing experiences and the feedback you have received. How would you rate your ability in the following skills? Rate your ability from ‘good’ to ‘needs development’.

Reflect on your answers. Congratulations if you feel confident about your skills. You may find it helpful to review the materials on this page to confirm your knowledge and possibly learn more. Don't worry if you don't feel confident. Work through these materials to build your skills.

Learn more about literature reviews as an assignment by watching this video: 

thesis whisperer literature review matrix

Reflect on what you have learned in the video about literature reviews as an assignment. Select the best sentence out of each pair to create a summary of the main points. 

What's the difference between an essay and a literature review? 

An essay examines a topic : you discuss the topic and the literature is used as evidence to support your ideas.

A literature review examines the literature of a topic : you discuss what has been published on that topic. In fact, we can say that the literature is the topic. 

Before you begin your literature review, you should try to understand the purpose of the task.  

Read the instructions carefully.  

Consider how the task helps you meet the unit learning outcomes. 

Consider how the task might help you to build your knowledge or complete later assessments. 

Reflect: Why do you think your lecturer has set the literature review task? Is it:

a stand-alone assignment? Lecturers create these tasks to help you get to know the important literature in your field. 

a step in a long project? Lecturers create these tasks to ensure you have understood the literature that you will need for a longer or more complex project later.

In brief, when writing a literature review, you must show your understanding of the literature.  

study skills task icon

The following steps can guide you through the process of writing a literature review. You could download this PDF so you can tick off each step as you finish it.

Organising your notes

One key to writing an effective literature review is to store and organise your notes effectively. This section will look at spreadsheets and visual organisers.

One way to organise your notes is to use a spreadsheet. The advantages of spreadsheets are that you can: 

  • choose your headings and refine them as you learn more about the topic 
  • use the search function to identify key words from common ideas in the texts 
  • include hyperlinks to the original documents. 

Read these notes on a student spreadsheet for a literature review on attitudes to bottled water. Click on the hotspots to identify where the student has: 

included the citations for each source 

created columns to note important information such as method, findings and conclusions 

included initial critiques of sources 

noted where references share similar or contradictory ideas 

started to note common concepts that can be used to categorise the references 

Note-taking is quite personal; that is, you need to devise a method that works best for you. If you use spreadsheets, you may adapt your spreadsheet to the requirements of each assignment. Here is a spreadsheet that you can download and adapt:

When you are storing your notes, you could also experiment with visual organisers. These can help you to categorise and compare the literature. For example, you could use:  

Venn diagrams 

Notice how some of the citations from the spreadsheet for the literature review on bottled water are categorised in this venn diagram. 

venn diagram

Tree charts  

Notice how some of the citations from the spreadsheet for the literature review on bottled water are categorised in this tree chart. 

mind map

Imagine you have found another source for a literature review on bottled water. Where would you put this source in the visual organisers?

Other visual organisers include flowcharts, time lines and mind maps. 

Visual organisers are quite personal; that is, you need to devise a method that works best for you. If you use visual organisers, you should adapt them for each assignment. 

One way to find links between the papers you read is to make notes in a table or matrix. You can learn more about using a note-taking matrix from  The Thesis Whisperer.

One student has researched the topic of  success in post-graduate studies . They have created a matrix for storing their notes. A matrix is organised in this way:

  • Each column is for an article that the student has read.
  • Each row is for a sub-topic or idea.

A table with topic and sources

In this matrix, the student has put notes about attrition (drop out rates) in row one. In row two, the student has put notes on peer support for students. 

When the student wrote about attrition, they first read along the row. They compared the information, and noted how the different sources agreed or disagreed with each other. Then, they synthesised this information to create their paragraphs.

Over to you:

Here is a matrix that you can download and adapt:

Note taking matrix spreadsheet.xlsx

Structuring your literature review

Like essays, your literature review will follow a standard thee-part structure: introduction, body and conclusion. The following section will help you organise each part. 

What do you know about writing introductions? Test your knowledge here: 

Now, analyse this sample introduction.

If you need to review effective introductions, visit the Essays page. 

Students who are new to literature reviews may write the body like a list of summaries.  A list of summaries makes your review look like a shopping list of sources.

Literature review written like a shopping list

Remember: a literature review is not a list of summaries!  You need to categorise, organise and synthesise the literature to write a coherent text that draws links between the research. 

synthesised literature review

If you would like to learn more about this, visit the blog  patter  by Pat Thomson. 

Some common organisational methods include: 

 Geographical organisation      Compare studies focusing on different geographical regions   Chronological organisation      Organise the literature by time: start with early research and move towards the most recent research about your topic.      Thematic organisation      Group or categorise the content into common topics and sub-topics.      Methodological organisation      Compare the results that emerge from studies that used different research methods.

Remember: these are not the only ways you can organise your literature review. You may combine these organisational methods or create a new method of your own. 

This task contains images of content pages used in longer literature reviews, such as a thesis chapter. Your assignments will be shorter, but these images provide examples of different ways you could categorise and organise the literature in your review.

When you write the body of your literature review, you will use a range of skills and techniques.  

What do you know about writing conclusions? Test your knowledge here: 

Now read this sample conclusion to identify the elements.

If you need to review effective conclusions, visit the Essays page. 

Language for commenting on literature

If assignments that require you to comment on research (like literature reviews or annotated bibliographies ) are new to you, you may be unsure how to express yourself. The following materials focus on clear and appropriate language choices. 

An important skill for writing literature reviews is the ability to critically evaluate sources. If you are unsure how to do this, ask yourself a series of questions to guide your thinking.  

Review a text  you have selected for your own literature review.

  • Does it pass the CRAAP test?
  • How would you evaluate the quality of the research?

Some students feel concerned about critiquing literature. They confuse critique with criticism and think they don’t know enough to criticise published experts.  

However, critiquing the literature is more than criticism. It involves strategies such as: 

identifying important researchers or research papers 

comparing and contrasting the research 

identifying research with similar findings (or generalising ) 

identifying strengths or limitations in the research 

showing how a research paper contributes to our knowledge 

identifying gaps in our knowledge of a topic. 

Read these literature review extracts and identify the critique strategy the student has used.  Drag the number of the critique strategy next to the most appropriate extract.

This document has some useful language that may help you express these strategies in your own literature review. Download it and put it on the wall near your desk while you are writing.

When you are describing the strengths and limitations of a research paper, you must use appropriate adjectives and verbs. You should also consider their strength. 

Imagine you want to select an adjective to complete this sentence: 

In this ________ study on dolphins, Smith (2022) attempted to... 

Categorise these adjectives according to their strength. 

Now, imagine you want to select a verb to complete this sentence: 

However, Smith’s study __________ the link between dolphin mortality and pollution (2022).    

Categorise these verbs according to their strength. 

Remember, you may make strong language choices, but you must:

  • be careful to match the strength of the language with the strength of the praise or criticism
  • always maintain a respectful tone.

Pay close attention to the language choices in published literature reviews in your discipline.

When you cite the research in your literature review, you may use two citation types: 

  • In general, research prominent citations are most used. This is because our focus is on the research, not on who did the research.  
  • We use researcher prominent citations when we wish to mention the researcher. This may be because their work is particularly noteworthy, or it is important for your assignment.  Researcher prominent citations are more common in the Humanities and Social Sciences than in the STEM disciplines. 

If you use researcher prominent citations, you will use a reporting verb. These verbs describe: 

You may notice that some of the example verbs (like state ) perform more than one function. 

Your choice of reporting verbs can help you demonstrate your critique of the research.  Read these two sentences. Which one shows most confidence in the results of the research? 

The study by Anderson et al. (2017b) suggests  the reduced distribution of humpback dolphins is due to habitat degradation. 

Anderson et al. (2017b) state  that the reduced distribution of humpback dolphins is due to habitat degradation. 

Many readers would feel that b. shows the most confidence.  

Read the following sentences and pay attention to the verb in bold. Can you identify the function and the level of confidence? 

If you want more revision on reporting verbing, visit  Useful language for annotated bibliographies .

Applying your learning

Reflect on what you have learned in this material and consider how you can use it in your own work.

When you write a literature review assignment, you may have some challenges. Common challenges include:

not knowing how to get started 

feeling overwhelmed by the amount of reading you need to do

finding too much or not enough literature in your searches.

keeping track of the literature you find 

not knowing how broad or how narrow to make your review 

knowing which texts are relevant to the topic 

knowing which researchers and texts are important in the field 

not knowing how to organise the literature review 

not understanding complex research articles.

Read this advice to help you manage your literature review successfully. 

Advice for success 

  • Review the task instructions and reread your lecture notes. 
  • Visit the relevant subject guides in the library website. 
  • Consult a librarian about search techniques. 
  • Start by reading tertiary sources (like textbooks) for an overview before searching for primary sources (like journal articles). 
  • Create a spreadsheet to store notes and categorise the literature. 
  • Create an online filing system to store the articles you download. 
  • Create an organisation plan or mind map and then refine it as you learn more. 
  • Use a bibliographic management tool, like Endnote . 
  • Review texts by reading the abstract, key words and headings before deciding to read them. 
  • Use appropriate reading skills, like skimming and scanning, before reading intensively. 
  • Check how often the research articles you find have been cited by others. 
  • Write the aim and scope of the review, put it on the wall near your desk and refer to it often to keep yourself on track 
  • Remember that while you do the literature review, your understanding will improve and change; as your knowledge grows, it is normal to reread articles for new understanding. 

Now, imagine you are facing these challenges. Match each challenge with the most helpful strategies.

If you would like more support, visit the Language and Learning Advisors page. 

Did you know CDU Language and Learning Advisors offer a range of study support options?

https://www.cdu.edu.au/library/language-and-learning-support

a group of learning advisors at waterfront campus foyer

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Using a matrix to organise your notes

This exercise is adapted from a post on Literaturereviewhq.com, based on an idea published on mystudiouslife. Wordpress.com.

Download the literature review matrix worksheet here

A matrix helps you to organise your notes in a format that is easy to translate directly into your chapter draft. The idea is to identify themes you want to write about first so that you can read with more purpose and distill from the articles only what you need. You may find you think up more themes as you read and write. The table below is fictional, just to help you get the idea.

Examples of paragraphs that could be generated from this matrix:

“We can better understand problems like attrition if we know why people choose to undertake a PhD in the first place, however scholars do not pay attention to the reasons why students are motivated to enroll in a PhD. Two notable exceptions are Humbug et al (2009) and Mewburn (2012). Humbug et al noted that different disciplines report very different reasons for beginning a PhD. Mewburn further developed this work in her studies of older students, claiming that gender further complicated the picture of motivation.”

“Does supervision play a role in PhD student attrition? There is no clear evidence one way or the other, although many scholars claim it is crucial. Humbug et al (2009), who surveyed students about their PhD experience, argues that the relationship with the supervisor is a key determinant in the decision to leave PhD study, whereas Mewburn (2012) argues that older students are better able to deal with poor supervision. The culture of supervision in a faculty or Academic Unit and even its wealth (Whathisname, 2013) might impact on the attrition patterns of PhD students.“

Note: This handout is released under the creative commons share a-like attribution license. You may circulate and change it, but be cool – acknowledge Dr Inger Mewburn as the original author.

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Writing Resources I Like

  • #acwri Twitter chat Connect and learn from other academic writers.
  • Literature Review Grid Example This is an example literature review grid that I made for an MDIA 1091 class. If you'd like to use this template, click File > Make a Copy and then save the file to your own Google Drive.
  • Ohio University's Graduate Writing & Research Center The GWRC offers writing and research tutoring, as well as writing groups, workshops and Write Now! sessions
  • OU Student Writing Center
  • Pomodoro Technique If you ever struggle to focus on reading or writing, this method may help you get to work. Set a timer for 25 minutes and commit to working for that whole time period. Then take a break. There are lots of pomodoro apps to help you track your time.
  • Thesis Whisperer Literature Review Matrix Describes a method for organizing your resources into a matrix for easier writing later.
  • Thesis Whisperer Verb Cheat Sheet #1 A list of suggested verbs to use when you need a new way to describe someone else's writing.

Software for Writing

  • Zotero A free tool for collecting, organizing and citing research materials.
  • Scrivner Scrivener lets you break up your writing into different pieces so you can stop staring at a black Word document. It has many features, but I particularly like that you can use a split screen to view your writing as well as files you've added to Scrivener for your research.
  • Evernote Evernote bills itself as a tool for remembering everything. It's a great way to collect web docs, screenshots, PDF files and more. You can also do basic writing here. It has apps for all sorts of mobile devices, so you can do your writing anywhere.
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thesis whisperer literature review matrix

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Tag Archives: Thesis Whisperer

Analysing blogs is messy, but that’s ok. #acwrimo work in progress.

This post is from Inger, Thesis Whisperer, about the process of researching academic blogs. Here she discusses making decisions about method, and provides a glimpse, via a link to her google doc, of actual data analysis happening in real time. … Continue reading →

stepping back to focus in – literature review stage three. #acwrimo work in progress

The title of this post – and of this stage of the literature review – might sound confusing. How can you both step back and focus in? Well I want you to imagine that you’re in an art gallery. If … Continue reading →

literature review step one, scoping. #acwrimo work in progress

One of the things that we all have to do when starting a piece of research is to find out what else has been said about our topic. This is usually called the literature review, although I prefer to think … Continue reading →

#acwrimo work in progress: how to research academic blogging?

In this post Thesis Whisperer opens up the issues around METHODS – how to actually do the research we need to do on our joint paper on academic blogs. The methods section, especially in a project that includes empirical research, … Continue reading →

time – can you ever really manage it?

A little while back, patter and thesis whisperer, inger mewburn, co-wrote a post on writing which we wanted to ‘simulcast’ on each of our blogs. Writing this first post was surprisingly easy given all the technology at our disposal. We … Continue reading →

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thesis whisperer literature review matrix

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The Thesis Whisperer is now over 10 years old! An older blog is a big, confusing attic full of content. On this page you’ll find a selection of low cost books created from the blog content – and a few other surprises. All sales help me sustain the blog. Take a look!

The uneven U

Publishers often send me academic writing books to review. I happily look through every book, but if I think I can’t wholeheartedly recommend it, I just don’t write a review. I don’t want to crush a fellow author’s soul. The rejected titles sit sadly, in small piles of guilt, on the bottom of one of ... continue reading .

Latest articles

We wrote a 36,000 word book in a single weekend (yes, really).

Ok, it wasn’t a fancy academic book, but still… I want to share how we did it, and what we learned about generative AI in the process, but first some context. For a long time, my friend Professor Narelle Lemon and I have talked about writing a book called ‘Rich Academic / Poor Academic’. The … continue reading .

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Writing like an artist.

I’m working on the second edition of ‘How to fix your academic writing trouble’ with Katherine Firth at the moment. We’re doing a new chapter on writing process, specifically how to think with generative AI tools. For inspiration, I am thinking about Artist Studios and how they support making work. Artist studios are filled with … continue reading .

What do neurodivergent PhD students need?

In May 2023, Eirini Tzouma asked me participate in a panel on Neurodiversity at the Durham Centre for Academic Development post graduate research conference. Sadly, I had prior commitments, but we did arrange to meet afterwards so Eirini could share what happened with me. I don’t publish guest posts regularly anymore, but after this discussion … continue reading .

The Academic Tidy Up

Happy new year everyone! It’s summer here in Australia, where we take a long break. I want to talk about Tidying in this post, but first – some news: ‘How to fix your academic writing trouble’ continues to be a strong seller after 5 years, but Large Language Models (LLM) like Chattie G (Chat GPT) … continue reading .

My favourite ChatGPT (ChattieG!) writing prompts

We have to talk about ChatGPT, or as my sister @anitranot styles it, ‘ChattieG.’ (which is both funnier and easier to say). The reaction to Chattie in academia seems to oscillate between moral panic (“OMG, The Youngs will cheat on their assignments!!”) and world-weary cynicism (“it writes like shit anyway”). Very few people seem to … continue reading .

More thoughts on the enshittification of academic social media

A couple of months ago I wrote a post called ‘The enshittification of academic social media’, riffing on ideas put in the world by Cory Doctorow. It’s fair to say, this post was a minor viral hit, resulting in me being interviewed by Geraldine Dougue on ABC radio, and a piece in The Australian, which … continue reading .

Academic gossip and artisanal bullshit

It is a truth almost never acknowledged, that university communities are absolutely, totally, tragically addicted to gossip. I was reminded of this truth when the identity of the new ANU VC was announced last week. It was goodbye to the much celebrated and respected Brian Schmidt and hello to the much celebrated and respected Genevieve … continue reading .

The enshittification of academic social media

If I started Thesis Whisperer today, 10th of July 2023, you would never hear about me. I built a readership in my little corner of academia, and some measure of influence, by sharing my work online. When people ask how I got to 100,000 followers on social media, I used to share two tips: 1) … continue reading .

On neurodiversity in the PhD – the silence is deafening?

Hey, before I start this post, I’ve got a couple more events coming up at Cambridge if you are around: On 11 July we are holding a forum for ThinkLab at Cambridge for PhDs and PostDocs who are interested in accessing the non-academic research job market (no online option, sorry). You can book for free … continue reading .

Mind the gap (in the literature)

Hey – Before I start, here are some upcoming events I’m doing at Cambridge University, which are open to the public: A lecture at Wolfson College, Cambridge on Tuesday 6 June at 5:30pm, which touches on themes from my new book with Simon Clews ‘Be visible or Vanish’. There’s an in-person option if you can … continue reading .

The Thesis Whisperer is written by Professor Inger Mewburn, director of researcher development at The Australian National University . New posts on the first Wednesday of the month. Subscribe by email below. Visit the About page to find out more about me, my podcasts and books. I'm on most social media platforms as @thesiswhisperer. The best places to talk to me are LinkedIn , Mastodon and Threads.

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COMMENTS

  1. The Thesis Whisperer

    A literature review matrix is simply a table with the individual paper names as the columns and questions you are trying to answer as rows ... The Thesis Whisperer is written by Professor Inger Mewburn, director of researcher development at The Australian National University. New posts on the first Wednesday of the month.

  2. The Thesis Whisperer

    A literature review matrix is simply a fancy grid (use Excel or a google spreadsheet) where the columns contain notes from the papers you have been reading and the rows are assigned to various themes. You can use the same basic principle to build a data analysis grid with variables in the rows and observations in the columns.

  3. How to manage the reading and take notes that make sense

    Use a synthesis matrix for note taking. This table c an be as simple or as complicated as you need. Advantages of using a synthesis matrix: allows you to sort the ideas and thoughts while analysing and synthesising the research. helps make planning the structure and paragraph order easier ; allows for paraphrasing and summarising before ...

  4. Thesis Whisperer Literature Review Matrix

    Thesis Whisperer Literature Review Matrix - Free download as PDF File (.pdf), Text File (.txt) or read online for free. Scribd is the world's largest social reading and publishing site.

  5. The Matrix Method for Literature Reviews

    Do not try to fully complete a review matrix before reading the articles. Reading the articles is an important way to discern the nuances between studies. Credit: Adapted from David Nolfi, "Matrix Method for Literature Review: The Review Matrix," Duquesne University, https://guides.library.duq.edu/matrix, 2020.

  6. Academic Guides: Common Assignments: Literature Review Matrix

    Literature Review Matrix. As you read and evaluate your literature there are several different ways to organize your research. Courtesy of Dr. Gary Burkholder in the School of Psychology, these sample matrices are one option to help organize your articles. These documents allow you to compile details about your sources, such as the foundational ...

  7. Synthesize

    A synthesis matrix helps you record the main points of each source and document how sources relate to each other. After summarizing and evaluating your sources, arrange them in a matrix or use a citation manager to help you see how they relate to each other and apply to each of your themes or variables. By arranging your sources by theme or ...

  8. WriteCast Episode 38: The Literature Review Matrix: What It Is, How to

    So if you are working on maybe a master's thesis or a paper that's a final paper that you are building up to across a course, maybe you are working on a KAM, or maybe you are working on your doctoral capstone—any of those cases might be a time when the literature review matrix would be useful.

  9. Doing a literature review using digital tools (with Notion template)

    25/04/2021 / Academia, PhD Life, Study tips and productivity / Dissertation, Literature Review, Thesis, Writing / 11 Comments. ... Using your literature matrix, review each research theme or question and decide which ones you are going to focus on. These will form the different sections of your literature review and help you write your thesis ...

  10. 9. Organizing: Literature Review Matrix

    A literature review matrix is a tool used by researchers to analyze and synthesize information from various sources relevant to their research topic. It typically takes the form of a table or chart, where rows represent different studies or articles, and columns display key information such as research methodologies, findings, and key themes. ...

  11. The Thesis Whisperer

    When it feels right, start transferring notes from the Cornell template or literature review matrix into your outline document. At this point you might switch from putting your deep reading notes in a template, to writing them straight into your literature review as you go. This is a good sign the literature review is coming together. Embrace it.

  12. Literature review assignments

    A literature review is a discussion of scholarly articles relevant to a particular topic or issue. ... You can learn more about using a note-taking matrix from The Thesis Whisperer. One student has researched the topic of success in post-graduate studies. They have created a matrix for storing their notes.

  13. Thesis Whisperer Literature Review Matrix

    Thesis Whisperer Literature Review Matrix - Free download as PDF File (.pdf), Text File (.txt) or read online for free. thesis whisperer literature review matrix

  14. PDF LITERATURE REVIEWS

    2. MOTIVATE YOUR RESEARCH in addition to providing useful information about your topic, your literature review must tell a story about how your project relates to existing literature. popular literature review narratives include: ¡ plugging a gap / filling a hole within an incomplete literature ¡ building a bridge between two "siloed" literatures, putting literatures "in conversation"

  15. How to Write a Literature Review

    Examples of literature reviews. Step 1 - Search for relevant literature. Step 2 - Evaluate and select sources. Step 3 - Identify themes, debates, and gaps. Step 4 - Outline your literature review's structure. Step 5 - Write your literature review.

  16. TW blackline masters

    Download the literature review matrix worksheet here. A matrix helps you to organise your notes in a format that is easy to translate directly into your chapter draft. The idea is to identify themes you want to write about first so that you can read with more purpose and distill from the articles only what you need.

  17. Library Guides: Communication Studies: Writing Resources

    This is an example literature review grid that I made for an MDIA 1091 class. If you'd like to use this template, click File > Make a Copy and then save the file to your own Google Drive. ... Thesis Whisperer Literature Review Matrix. Describes a method for organizing your resources into a matrix for easier writing later. Thesis Whisperer Verb ...

  18. PDF Thesis Whisperer

    Mewburn's Thesis Whisperer blog (Mewburn 2012, Trot 2016). As well as identifying ... (2017) Content and context in knowledge production: a critical review of doctoral supervision literature, Studies in Higher Education, 42:7, 1145-1157 . Gough, N. (2010) The truth is not out there: Becoming undetective in social and educational enquiry. In ...

  19. The Thesis Whisperer

    The Thesis Whisperer is written by Professor Inger Mewburn, director of researcher development at The Australian National University. New posts on the first Wednesday of the month. Subscribe by email below. Visit the About page to find out more about me, my podcasts and books. I'm on most social media platforms as @thesiswhisperer.

  20. Thesis Whisperer

    This post is from Inger, Thesis Whisperer, about the process of researching academic blogs. Here she discusses making decisions about method, and provides a glimpse, via a link to her google doc, of actual data analysis happening in real time. …. Continue reading →. Posted in academic blogging, acwrimo, data, epistemology, grounded theory ...

  21. The Thesis Whisperer

    The enshittification of academic social media. If I started Thesis Whisperer today, 10th of July 2023, you would never hear about me. I built a readership in my little corner of academia, and some measure of influence, by sharing my work online. When people ask how I got to 100,000 followers on social media, I used to share two tips: 1 ...