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Arsoc literature synthesis

Skill brycewang-stanford/Awesome-Journal-Skills/Annual-Review-of-Sociology-Skills/skills/arsoc-literature-synthesis

Journal-specific Claude Code/Codex skill packs covering mainstream journals — AER, QJE, Nature, Cell, 管理世界, 经济研究 & 200+ more — your fast track to getting published. | 覆盖主流期刊的 Claude Code/Codex 期刊技能包,从选题、识别策略到表格规范与审稿回复全流程,助你快速发论文。

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npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill arsoc-literature-synthesis

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Use when systematically gathering, reading, and synthesizing a large body of sociological research for an Annual Review of Sociology (ARSoc) review — coverage discipline and avoiding citation gaps across theoretical traditions. Builds the evidence corpus and synthesis notes; it does not impose the analytical spine (arsoc-organizing-framework) or write prose (arsoc-writing-style).

SKILL.md

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Literature Synthesis (arsoc-literature-synthesis)

When to trigger

  • The topic was commissioned and it is time to read the subfield thoroughly
  • Reading feels unsystematic; you fear missing important contributions or a whole tradition
  • You have many studies but no way to weigh, compare, or reconcile their findings
  • A Committee/referee at ARSoc is likely to ask "why did you omit X / the Y literature / the qualitative work?"

Coverage discipline: read the subfield, not a convenience sample

An ARSoc review's credibility rests on the reader's belief that you read everything that matters across methods and schools. Sociology spans quantitative, qualitative, computational, and theoretical work, and reviewers notice when one mode is slighted. Build coverage systematically rather than from memory:

  1. Seed set. Start from the field's canonical pieces and the references behind the commissioned topic.
  2. Forward + backward snowball. Backward: every study's reference list. Forward: who cites the seeds (Google Scholar / Web of Science / Scopus). Iterate until new searches stop turning up unseen important work (saturation).
  3. Database + keyword sweep. Search Sociological Abstracts, Web of Science, Scopus, JSTOR, and Google Scholar by topic keywords and by the names of the rival theoretical traditions, to catch work indexed under adjacent labels.
  4. Mind-the-modes coverage. Deliberately sweep for qualitative and ethnographic work, computational / big-data studies, demographic analyses, and the theoretical statements, not only the quantitative articles you know best — siloing by method is a recurring ARSoc referee complaint.
  5. Recent + adjacent. Include recent papers and forthcoming work (the frontier) and the bordering literatures the subfield draws on, or referees will flag staleness and siloing.
  6. Saturation log. Record when each search stops yielding new must-cite work — this is your documented evidence of comprehensiveness for arsoc-comprehensiveness-and-balance and arsoc-transparency-and-reproducibility.

From reading to synthesis (not summary)

Summarizing is restating each study; synthesizing is making the studies talk to each other. Maintain an evidence matrix as you read:

ColumnWhat to capture
Studyauthor–year, the result you will cite it for
Question/claimexactly what it argues or measures (so non-comparable studies are not pooled)
Method/datadesign, sample, mode (quant / qual / computational / theoretical) — so you can weight credibility
Findingdirection + magnitude, or the central claim (for who-found-what tables)
Traditionwhich theoretical school / school it speaks for
Credibilityidentification strength, sample, analytic transparency — your appraisal, since ARSoc runs no new analysis
Tensionwhich other studies it agrees/conflicts with, and why

This matrix is the raw material for the organizing framework, the summary tables, and the even-handed treatment of debates. Crucially, you appraise primary studies (you are the subfield's referee-of-record for the wider discipline); you do not re-analyze them.

Checklist

  • Seed set drawn from canonical pieces + the commissioned topic's references
  • Forward and backward snowball iterated to saturation
  • Sociological Abstracts / Web of Science / Scopus / JSTOR / Scholar swept by keyword and by tradition
  • Qualitative, computational, demographic, and theoretical modes all deliberately covered (no method silo)
  • Recent/forthcoming work and adjacent literatures included (no staleness, no silo)
  • Saturation log records where searches stopped yielding new must-cites
  • Evidence matrix captures claim + method/mode + finding + tradition + credibility appraisal + tensions
  • Non-comparable studies flagged as such (not pooled into a false consensus)
  • No major author/school/method whose omission a referee could name

Anti-patterns

  • Citing from memory or from a personal reading list (predictable coverage gaps)
  • Summarizing study-by-study instead of synthesizing across studies
  • Covering only the quantitative literature and ignoring the qualitative/theoretical work (method silo)
  • Pooling studies that measure different objects into one "the literature finds…" claim
  • Ignoring forthcoming work (looks stale) or ignoring adjacent subfields (looks siloed)
  • Re-analyzing or "correcting" primary studies — an ARSoc review appraises, it does not re-estimate

Output format

【Seed set】<canonical + commissioned-topic references>
【Snowball status】backward/forward iterated to saturation? Y/N
【Databases swept】Sociological Abstracts / WoS / Scopus / JSTOR / Scholar — by keyword + tradition? Y/N
【Mode coverage】quant + qual + computational + demographic + theoretical all swept? Y/N
【Frontier + adjacency】recent/forthcoming work and bordering literatures included? Y/N
【Saturation evidence】<where searches stopped yielding new must-cites>
【Evidence matrix】rows ready with claim / method / finding / tradition / appraisal / tension? Y/N
【Coverage risks】<any author/school/method an omission referee could name>
【Next step】→ arsoc-organizing-framework (impose the analytical spine on the matrix)

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