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How to Summarize an Academic Article: Three-Pass Reading, a Summary Template and an Example

How to read and summarize an empirical research article - three-pass reading, what to extract from each section, a ready summary template, a full example, and an article matrix that turns summaries into a literature review.

Part of the series: Seminar Paper Structure: Every Chapter, What Goes In It and How Long It Should Be

A good literature review starts with good summaries. But most students read an article from the first word to the last, translate every sentence, and end up with three pages they can't use. This guide shows how to read a research article in 30–45 minutes and leave with a half-page summary that goes straight into your paper.

Three-pass reading

Pass What you read Time The question
1. Screen title, abstract, hypotheses (end of the introduction), figures and tables, first paragraph of the discussion 5–10 min Is it relevant to my paper?
2. Understand introduction (mainly the gap and hypotheses), method, main results 20–30 min What did they do, with whom, and what did they find?
3. Critique discussion, limitations, and back to the method 10 min How far can I trust it, and what does it say about my question?

Most articles stop at pass 1 - that's fine. Pass 3 is for the articles central to your paper.

What to extract from each section

  • Introduction: the gap the study claims to close, and the hypotheses. No need to summarise their review - but note sources worth reading.
  • Method: participants (how many, from where), design (correlational, experimental, longitudinal), measures, analysis.
  • Results: the answer to each hypothesis - direction, effect size if given (what an effect size is), and significance. Not every number in the table.
  • Discussion: how the authors interpret it, and the limitations they themselves name.

A summary template

Copy this template for each article:

  1. Source - full APA 7 reference.
  2. Question/hypothesis - one sentence.
  3. Method - participants, design, measures.
  4. Main finding - one sentence, with one number.
  5. Limitation - one or two.
  6. How I'll use it - which section of my paper, and does it support or contradict.

Item 6 matters most: it's what turns a summary into raw material for the review.

Example summary

(The article in this example is made up, purely to show the template.)

  1. Source: Levi, D., & Cohen, R. (2023). Sleep quality and exam performance in first-year students. Journal of Student Health, 12(3), 45–58.
  2. Question: Does sleep quality in the week before an exam predict the grade, beyond prior GPA?
  3. Method: 214 first-year students; longitudinal design; sleep-quality questionnaire one week before the exam, exam grade from the registrar; hierarchical regression.
  4. Finding: Sleep quality predicted the grade beyond prior GPA (ΔR² = .04).
  5. Limitations: self-reported sleep; a single institution.
  6. Use: section "Non-cognitive factors in test performance"; supports hypothesis 2. Longitudinal - stronger than the correlational studies I have.

From summaries to a review: the article matrix

With 15–30 summaries, put them in one table (a row per article, a column per template item). Now patterns are easy to see: which studies agree, where they conflict, and which population is missing - which is exactly your gap. That's how you move from "study after study" to synthesis, as in section C of the literature review example. The full guide: How to write a literature review.

Tips for reading in a second language

  • Don't translate word by word. Read a paragraph and summarise it in one sentence in your own words - faster, and it prevents copying.
  • Keep the original term in brackets the first time you use it.
  • The abstract is a map, not a substitute. It tells you what the authors want you to remember - not always what was actually found.

Common mistakes

  • Summarising the whole article instead of extracting what's relevant to your question.
  • Copying sentences into the summary - they end up in the paper as plagiarism.
  • Skipping the method - without knowing who and how, you can't compare studies.
  • Not recording the full reference straight away - and hunting for it at the end.

FAQ

How long does it take to summarise an article? With three passes: 5–10 minutes to screen, and 30–45 minutes for a central article.

How long should an article summary be? For your own paper, half a page using the template. If a lecturer set an article summary as an assignment, check the guidelines - usually one to two pages, with the same structure.

Summarise in English or Hebrew? In the language you'll write the paper in, in your own words.

How do I find articles in the first place? See How to write a literature review. Need help finding sources for your topic? Tell us.

Stuck? An expert can go through it with you.

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