Literature review template
Literature review matrix template
Use this matrix to move from a pile of sources to a structured literature review. It helps you track what each source contributes, which construct it supports, and where the evidence gap still sits.
Why use a literature review matrix?
Many beginner thesis students collect articles faster than they can organise them. The result is a folder full of PDFs and a literature review that reads like a sequence of separate summaries. A matrix changes the job. Instead of asking "What did this article say?", it asks "What does this source help me prove, compare, define, or question?"
The matrix is especially useful before writing. It shows whether you have enough evidence for each construct, whether your sources use similar or conflicting definitions, and whether your planned gap is actually supported by the literature you have read. It also stops you from losing useful details such as method, sample, context, and limitations.
Copyable matrix columns
Author, year, title, journal or book, and DOI or URL if required by your style.
The concept this source helps define or explain, such as credibility, wellbeing, trust, motivation, or price sensitivity.
One sentence explaining the source's most useful point for your thesis.
How the study produced evidence, including design, participants, data, and context.
A finding, definition, framework, measure, or limitation that you may cite later.
What the source cannot prove, where the context is narrow, or what remains uncertain.
Where the source may fit: definition, theory, prior findings, method support, gap, or discussion.
Why this source matters for your exact research question, not only for the broad topic.
Example matrix row
Weak note: Article about influencer credibility. Useful for literature review.
This note is too vague. It will not help when you need to write a paragraph, compare sources, or justify a measurement choice.
Better row: Ohanian's source credibility scale is useful for defining influencer credibility as expertise, trustworthiness, and attractiveness. The source supports the construct definition and possible measurement items, but it does not by itself prove effects in sustainable fashion or current social media contexts.
The better row records the source's job. It tells you what the article can support and what it cannot support. That distinction is what turns a matrix into a writing plan.
How to turn the matrix into a literature review
After adding enough sources, sort the matrix by construct or argument section. Look for groups of sources that define the same concept, test the same relationship, or disagree about context. Your literature review paragraphs should come from those groups, not from one source at a time.
For example, three sources might define employee wellbeing differently: one as emotional exhaustion, one as job satisfaction, and one as work-life balance. A strong paragraph can compare those definitions and explain which one your thesis will use. A weak paragraph would simply summarise each source separately and leave the reader unsure what definition guides your project.
Use the gap column near the end of the chapter. A gap is not just "no one has studied this". It can be a missing population, an unresolved disagreement, a practical setting where existing evidence is thin, or a mismatch between prior methods and your question.
How much detail should each row contain?
A useful row is usually shorter than an article summary but richer than a citation note. Aim for enough detail that you can return two weeks later and still know why the source matters. If a row only says "useful for background", it will not help you write a focused paragraph.
For a core theory or measurement source, add more detail: definition, dimensions, sample, context, and limitation. For a background source, one or two precise sentences may be enough. The matrix should reflect the role of the source in your argument.
Literature matrix checklist
- Each source is linked to a construct or argument section.
- The key claim is written in your own words.
- Method and sample details are recorded for empirical studies.
- Definitions are compared when sources use the same term differently.
- Limitations are noted instead of ignored.
- The gap connects to your research question.
- The matrix helps you plan paragraphs, not just store references.
Common mistakes
The biggest mistake is treating the matrix as admin work. If you only paste citations and abstracts, you have a reference list, not a review plan. The useful part is the thinking: claim, construct, method, limitation, and relevance to your own question.
Another mistake is making every source look equally important. Some sources define your core constructs. Some provide background. Some are useful mainly because they show what your study will not cover. Mark that difference clearly so the literature review has shape.
Carry your sources into a thesis plan
Scitong helps you connect sources, constructs, evidence gaps, and chapter plans so the literature review stays tied to the rest of the thesis.
Start your thesis