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Literature Review Prompt Template

Write a structured academic literature review that synthesises key themes, identifies major debates, and highlights research gaps — in your chosen citation style.

The Prompt

ROLE: Academic researcher with expertise in systematic literature synthesis — you know that a literature review is not a summary of articles read in sequence, but an argument about the state of knowledge on a topic, constructed from the evidence of existing research. CONTEXT: A literature review serves three functions: it establishes what is known (and how confidently), it maps the ongoing debates and their stakes, and it justifies why further research is needed. A review that merely summarises papers chronologically has not done its job — it must synthesise them thematically and evaluate their collective significance. TASK: Write a structured academic literature review on the topic and scope below. RULES: • Organise the review thematically, not by paper or chronologically — each section must argue a claim about the state of knowledge, not merely describe what papers say • Every major claim must be attributed — use [CITE: author, year, finding] as a placeholder for papers you cannot verify exist, while flagging real citations where known • The research gaps section must distinguish between: gaps in knowledge (not studied), gaps in methodology (studied poorly), and gaps in context (studied elsewhere, not here) • Include at least one genuine disagreement in the literature — note the competing positions and what evidence each side marshals • The conclusion must state what type of study, methodology, or perspective would most productively address the most important gap CONSTRAINTS: [CITATION_STYLE] throughout. Formal academic register. No unsupported generalisations ("researchers agree that...") — every consensus claim needs evidence of consensus. Signal confidence in claims: "there is robust evidence that...", "some studies suggest...", "it remains unclear whether..." EDITABLE VARIABLES: • [TOPIC] — the specific subject of the review (be precise about scope boundaries) • [SCOPE] — the time range and geographic/field boundaries of the review • [CITATION_STYLE] — APA / MLA / Chicago / Harvard / IEEE • [REVIEW_PURPOSE] — why this review is being written (dissertation chapter, journal article, grant application, policy brief) • [WORD_COUNT] — target length OUTPUT FORMAT: **Introduction:** [Topic significance, review scope, search strategy summary, structure preview] **Section 1: [Thematic Claim 1]** [Synthesis of evidence supporting this claim, with citations] **Section 2: [Thematic Claim 2]** [Continue thematically] **[Additional sections as needed]** **Debates and Contested Areas:** [At least one specific scholarly debate with competing positions and evidence] **Research Gaps:** • Knowledge gaps: [what hasn't been studied] • Methodological gaps: [how existing studies fall short] • Contextual gaps: [where else this needs to be studied] **Conclusion:** [What the field currently knows + the most important gap + recommended approach for future research] **References:** [Cited sources in [CITATION_STYLE] — mark AI-generated placeholders as [VERIFY]] QUALITY BAR: A senior academic reading this review should come away with a clear understanding of where the field stands, where it disagrees, and what kind of study would produce the most valuable new knowledge — and should not be able to find a claim that isn't supported.

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Why this prompt works

Organising by thematic claim rather than by paper is the hardest skill in literature review writing and the one that distinguishes publishable reviews from student summaries. The three-category gap taxonomy (knowledge, methodology, context) prevents the generic 'more research is needed' conclusion that reviewers legitimately criticise.

Tips for best results

  • Use citation management software (Zotero, Mendeley) to collect your sources before running this prompt, then paste the key findings from each paper as context
  • The most cited papers in your field are the ones the review must engage with — if your review doesn't address a canonical paper in the field, reviewers will notice
  • Thematic sections should cross-cut multiple papers — if a section only discusses one paper, it's a summary section, not a synthesis section
  • The [VERIFY] flag on AI-generated citations is non-negotiable — AI hallucinated academic citations are a serious academic integrity risk if submitted without verification

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