Skills Data Science Literature Synthesis for Review Exhibits

Literature Synthesis for Review Exhibits

v20260724
ppsych-tables-figures
A comprehensive guide for constructing academic exhibits, such as conceptual framework diagrams, 'who-found-what' summary tables, and meta-science plots, for literature review and perspective pieces. It ensures adherence to APA style, emphasizes comparing like-with-like constructs, and mandates systematic data sourcing to maintain scientific credibility and reproducibility.
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Overview

Tables & Figures for a PoPS Piece (ppsych-tables-figures)

When to trigger

  • The synthesis is done and a cross-area reader needs to see the field at a glance
  • A controversy or a body of effects would be clearer as a table than as prose
  • The organizing framework would land better as a diagram (often the signature exhibit)
  • For meta-science: prevalence of a practice, or a replication landscape, needs a figure
  • You are tempted to paste an experiment's result table — but this is a perspective, not a primary paper

The exhibit types a PoPS piece actually uses

PoPS exhibits summarize or conceptualize across the literature; they do not present the author's own experiment. The workhorses:

Exhibit Purpose Design notes
Conceptual / framework figure render the organizing spine — taxonomy tree, theory diagram, the reframe usually the piece's signature exhibit; restate-able from memory by a non-specialist
Who-found-what summary table one row per study/area: construct, design, sample, finding (direction + magnitude), credibility note rows ordered by framework cells, not chronology; only comparable constructs share a column
Practice-prevalence / meta-science exhibit bar/trend of how common a practice is; replication-outcome landscape; power distribution only when the underlying coding is systematic and reproducible
Forest / meta-analytic plot pooled effect with uncertainty only when estimates are commensurable and you are doing a real meta-analysis

Building a credible summary table

  • Compare like with like. Group studies that measure the same construct; never put non-comparable constructs in one magnitude column.
  • Carry uncertainty and credibility. A finding column without effect sizes / CIs and a credibility note invites "but how good is that study?" — answer it in the table.
  • Self-contained APA captions. A PoPS exhibit is read on its own by an outsider; the note states what the table shows, the unit, how to read a row, and the source studies (APA table/figure conventions).
  • Source every cell. Each entry traces to a paper in the evidence matrix; an unsourced number in a field-shaping piece is indefensible.

The conceptual figure is PoPS's signature

Because the readership is cross-area, the framework figure carries disproportionate weight: it is what a psychologist from another area remembers and reuses. Invest in one diagram that renders the spine cleanly — a taxonomy tree, a theory flow, or the reframe — so a reader who recalls nothing else can reconstruct the argument. Design for legibility in the published format and confirm current figure specs and color policy on the author pages (检索于 2026-06;以官网为准).

Meta-science exhibits: show the practice, not a vibe

A reform argument lands when the reader sees the prevalence:

  • A bar/trend of preregistration, open-data, or replication rates over time makes "the field is changing" concrete.
  • A funnel plot or p-curve makes a publication-bias claim auditable rather than rhetorical.
  • Every such exhibit must come from the documented, reproducible coding in ppsych-literature-synthesis — a prevalence figure with an undisclosed sampling frame is the very opacity reform opposes. Note the sampling frame and coding rules in the caption, and deposit the data/code (see ppsych-transparency-and-reproducibility).

Reproduced vs. re-drawn figures

When a figure from a reviewed paper is central, prefer a re-drawn synthesis figure (your own panel placing several studies on common axes) over copying one paper's exhibit — it serves the argument and avoids consensus-by-accident. If you reproduce an original figure, attribute it and secure any permission SAGE requires (检索于 2026-06;以官网为准).

Checklist

  • Each exhibit synthesizes/conceptualizes across studies (no original-experiment result output)
  • Summary-table rows ordered by framework cells; only comparable constructs share a column
  • Finding columns carry effect sizes/CIs and a credibility note, not bare claims
  • The conceptual figure renders the spine and is restate-able from memory by a non-specialist
  • Any meta-science/forest exhibit pools only commensurable estimates; sampling frame disclosed
  • Captions/notes are self-contained and APA-styled (what / unit / how to read / sources)
  • Every cell sources to a paper in the evidence matrix; meta-science data/code depositable
  • Figure specs / color policy / permissions confirmed against current SAGE author pages (volatile)

Anti-patterns

  • Pasting a regression/ANOVA table of the author's own new study — a perspective reports no new results
  • A who-found-what table that pools incomparable constructs into one magnitude column
  • A prevalence figure or forest plot with an undisclosed, unreproducible sampling frame
  • Finding columns with no effect size or credibility note
  • A decorative figure that does not encode the framework — wasting the signature exhibit
  • Exhibits whose captions need the body text to be intelligible (fails the cross-area reader)

Output format

【Exhibit set】<list: conceptual figure / summary tables / prevalence / forest>
【Conceptual figure】renders the spine; restate-able from memory? Y/N
【Summary table】rows by framework cell; comparable constructs only; effect sizes + credibility? Y/N
【Meta-science exhibit】sampling frame disclosed; coding reproducible? Y/N · N/A
【Forest plot】pools only commensurable estimates (or omitted)? Y/N · N/A
【Sourcing】every cell traces to the evidence matrix? Y/N
【APA/specs/permissions】captions APA; specs + permissions confirmed on SAGE pages? Y/N · 待核实
【Next step】→ ppsych-writing-style (weave exhibits into the synthesis prose)
Info
Category Data Science
Name ppsych-tables-figures
Version v20260724
Size 6.18KB
Updated At 2026-07-29
Language