A paper belongs in your literature review because it helps answer the review question and meets the criteria appropriate to your review, not simply because it appeared in your search. Learn how to make inclusion decisions consistently and transparently.
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Relevance and methodological quality answer different questions in a literature review. A study may be highly relevant yet methodologically weak, and whether that weakness warrants exclusion depends on the review design and criteria established in advance.
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Title and abstract screening is not about deciding whether a paper is good or reading it in full. Your task is to identify clearly ineligible records while retaining anything that could reasonably meet your review criteria.
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You do not need the full text of every record your search retrieves. Retrieve it when a paper remains potentially eligible or when the title and abstract do not provide enough information for a defensible decision.
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Inclusion and exclusion criteria should be applied consistently, but consistency does not require mechanical interpretation. Learn how to distinguish justified judgment from making exceptions for studies you happen to prefer.
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Inclusion criteria can sometimes be changed after screening begins, but not simply because the studies you found are inconvenient. Any amendment should remain faithful to the review question, avoid being driven by study findings, and be documented transparently.
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Finding an influential or highly relevant-looking study outside your eligibility criteria creates a difficult choice. Its importance may justify discussing it, but not automatically including it in the evidence being synthesized.
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A study should not usually be excluded merely because it is old. A publication-date restriction is most defensible when time itself has a meaningful relationship to the review question, evidence, technology, policy, or context.
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A study should not be excluded merely because it comes from another country or a somewhat different population. The relevant question is whether those differences matter enough to the review question to affect eligibility or how the evidence should be interpreted.
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One study can produce several papers, and those papers should not automatically be counted as separate studies. Learn how to link related reports, combine their information, and prevent the same participants or data from influencing your review more than once.
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Duplicate publications can make one study appear to be several independent pieces of evidence. If reviewers fail to recognize the overlap, the same participants and findings may be counted repeatedly and distort the review.
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Two reviewers are often used to reduce errors and individual judgment in study selection, but the requirement depends on the review methodology and screening stage. Learn when independent duplicate screening is expected and what “two reviewers” actually means.
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A PRISMA flow diagram is designed to show how records identified through a systematic search moved through screening, retrieval, eligibility assessment, and final inclusion. It is appropriate for systematic reviews and many structured evidence syntheses, but not automatically for every literature review.
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You rarely need to read every research paper from the first word to the last. Learn a practical multi-pass method for deciding what deserves attention, extracting the important evidence, and knowing when a paper requires a deeper read.
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You rarely need to read every research paper from the first word to the last. The depth and order of your reading should depend on why you opened the paper and what you need to learn from it.
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Start by orienting yourself to what the paper studies and whether it is relevant to your purpose. The title and abstract are usually useful first stops, but what you read next should depend on what you need from the paper.
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There is no single best section to start with in every research paper. The abstract is useful for orientation, but your next move should depend on whether you need context, methodological detail, evidence, or interpretation.
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Not every paper you find deserves the same amount of attention. Screen its relevance first, then consider whether the evidence, methods, and role it may play in your research justify a deeper reading.
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You do not need the same depth of understanding for every research paper you encounter. The more consequential the paper is to your argument, methodology, or interpretation, the more deeply you need to understand the parts on which you rely.
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The discussion deserves serious attention, but it is the authors' interpretation of the evidence rather than the evidence itself. Compare its major claims with the results, methods, limitations, and plausible alternative explanations before accepting them.
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A paper outside your discipline can be difficult even when you are an experienced researcher. Build enough disciplinary context to understand the question, terminology, methods, evidence, and assumptions that matter to why you are reading it.
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You do not need to master every unfamiliar method before you can learn from a paper. First identify exactly what you do not understand, determine whether it matters to your purpose, and investigate it deeply enough to interpret the evidence responsibly.
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Good research notes are not miniature copies of the papers you read. Record what you will need later: the study's question, relevant evidence, limitations, your interpretation, and why the paper matters to your research.
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Do not extract everything simply because it appears in the paper. Capture the study's question, context, design, sample or data, relevant measures or procedures, findings, limitations, and why the study matters to your research.
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Remembering a paper is less important than being able to recover why it mattered. Leave a compact retrieval trail that records its contribution, relevance to your work, key evidence, limitations, connections, and what you intended to do with it.
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