Skills Soft Skills Systematic Literature Synthesis For Reviews

Systematic Literature Synthesis For Reviews

v20260724
arpsych-literature-synthesis
This skill guides the systematic gathering and structuring of literature for comprehensive academic reviews, such as an Annual Review of Psychology (ARPsych). It ensures broad coverage by executing traceable searches (database sweeps, citation chasing) and building a detailed evidence matrix (one row per finding). This establishes a robust, documented base of evidence, allowing the user to focus their analytical contribution later without sacrificing completeness.
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Overview

Literature Synthesis — Reading the Whole Field (arpsych-literature-synthesis)

When to trigger

  • An invitation is in hand and the reading must start in earnest
  • The user has "read a lot" but has no system for tracking what is covered
  • Coverage gaps are likely (one paradigm, one lab, or one decade dominates the notes)
  • An embedded meta-analysis is planned and the search must be documentable

Coverage is the price of admission, not the contribution

ARPsych readers trust a review to be comprehensive within its frame and current to the frontier. A reviewer caught missing a major line of work loses authority instantly. But coverage is the floor: the contribution is the framework you impose later (arpsych-organizing-framework). This skill builds an evidence base broad and well-recorded enough that (a) nothing important is missed and (b) you can later be selective in prose without being incomplete in coverage.

A systematic, documentable search

Even a narrative review benefits from a near-systematic search you can describe:

  1. Seed set — the canonical and recent agenda-setting papers you already know.
  2. Forward + backward citation chasing — who cites the seeds; whom the seeds cite.
  3. Database sweep — PsycINFO/APA PsycNet, Web of Science, Scopus, Google Scholar with explicit terms.
  4. Specialty + adjacent venues — the relevant primary journals AND adjacent fields (neuro, economics, linguistics) the topic touches.
  5. Stopping rule — saturation: new searches surface only papers already in the matrix.
  6. Record the protocol — terms, databases, dates, inclusion/exclusion — even for a narrative review; mandatory if you report a meta-analysis (→ arpsych-transparency-and-reproducibility).

Document the search as you go, not from memory afterward. ARPsych's transparency expectations and any meta-analytic component both depend on a search log you can reproduce (检索于 2026-06;以官网为准).

The evidence matrix (one row per study/finding)

Build a structured table — not a pile of PDFs. Useful columns:

Column Why
Construct / question lets you later sort papers into framework cells
Population / paradigm surfaces over-reliance on one method or sample (WEIRD bias)
Design + strength feeds credibility weighting in arpsych-comprehensiveness-and-balance
Effect / finding (+ direction, size if available) enables quantitative synthesis
Replication status flags shaky vs. robust effects (post-replication-crisis hygiene)
Lab / camp exposes citation concentration and balance risks

The matrix is the bridge: its rows become framework cells, its columns become balance and credibility checks.

Checklist

  • Seed set, citation chasing, database sweep, and adjacent venues all run
  • Search terms, databases, and dates recorded (protocol, not memory)
  • Saturation reached (new searches return only known papers)
  • Evidence matrix built: one row per study/finding with the columns above
  • Replication status noted for contested effects
  • Lab/camp column reveals whether coverage concentrates on a few groups
  • Non-English / non-WEIRD and cross-disciplinary work checked for, not assumed away
  • Coverage is current to the frontier AND anchored to foundational work

Anti-patterns

  • Reading by familiarity (only your own subfield's journals) — guarantees coverage gaps
  • No search protocol — cannot satisfy ARPsych transparency or support a meta-analysis
  • A pile of summaries instead of a structured matrix — no path to a framework
  • Ignoring replication status, so debunked effects are reviewed as established
  • Stopping when tired rather than at saturation
  • Treating coverage as the contribution (it is the floor, not the spine)

Output format

【Search protocol】seeds + databases + terms + dates + stopping rule (recorded?)
【Coverage】subfields/paradigms/adjacent fields swept; saturation reached? Y/N
【Evidence matrix】#rows; columns include design, replication status, lab/camp? Y/N
【Gaps / concentration】where coverage thins or over-concentrates
【Meta-analysis planned?】Y/N → if Y, route to transparency skill
【Next step】→ arpsych-organizing-framework (turn the matrix into a spine)
Info
Category Soft Skills
Name arpsych-literature-synthesis
Version v20260724
Size 4.61KB
Updated At 2026-07-28
Language