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
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)
Source: brycewang-stanford/Awesome-Journal-Skills → Perspectives-on-Psychological-Science-Skills/skills/ppsych-tables-figures/SKILL.md
1---2name: ppsych-tables-figures3description: Use when building exhibits for a Perspectives on Psychological Science (PoPS) piece — the conceptual/framework figure, who-found-what summary tables, and (for meta-science) practice-prevalence or replication exhibits. Designs review/synthesis exhibits in APA style; it does not produce original-experiment result tables (a PoPS review reports no new study of its own).4---567# Tables & Figures for a PoPS Piece (ppsych-tables-figures)89## When to trigger1011- The synthesis is done and a cross-area reader needs to *see* the field at a glance12- A controversy or a body of effects would be clearer as a table than as prose13- The organizing framework would land better as a diagram (often the signature exhibit)14- For meta-science: prevalence of a practice, or a replication landscape, needs a figure15- You are tempted to paste an experiment's result table — but this is a perspective, not a primary paper1617## The exhibit types a PoPS piece actually uses1819PoPS exhibits **summarize or conceptualize across the literature**; they do not present the author's own experiment. The workhorses:2021| Exhibit | Purpose | Design notes |22|---------|---------|--------------|23| **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 |24| **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 |25| **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 |26| **Forest / meta-analytic plot** | pooled effect with uncertainty | only when estimates are commensurable and you are doing a real meta-analysis |2728## Building a credible summary table2930- **Compare like with like.** Group studies that measure the *same construct*; never put non-comparable constructs in one magnitude column.31- **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.32- **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).33- **Source every cell.** Each entry traces to a paper in the evidence matrix; an unsourced number in a field-shaping piece is indefensible.3435## The conceptual figure is PoPS's signature3637Because 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).3839## Meta-science exhibits: show the practice, not a vibe4041A reform argument lands when the reader *sees* the prevalence:4243- A bar/trend of preregistration, open-data, or replication rates over time makes "the field is changing" concrete.44- A funnel plot or p-curve makes a publication-bias claim auditable rather than rhetorical.45- 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`).4647## Reproduced vs. re-drawn figures4849When 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).5051## Checklist5253- [ ] Each exhibit synthesizes/conceptualizes across studies (no original-experiment result output)54- [ ] Summary-table rows ordered by framework cells; only comparable constructs share a column55- [ ] Finding columns carry effect sizes/CIs and a credibility note, not bare claims56- [ ] The conceptual figure renders the spine and is restate-able from memory by a non-specialist57- [ ] Any meta-science/forest exhibit pools only commensurable estimates; sampling frame disclosed58- [ ] Captions/notes are self-contained and APA-styled (what / unit / how to read / sources)59- [ ] Every cell sources to a paper in the evidence matrix; meta-science data/code depositable60- [ ] Figure specs / color policy / permissions confirmed against current SAGE author pages (volatile)6162## Anti-patterns6364- Pasting a regression/ANOVA table of the author's *own* new study — a perspective reports no new results65- A who-found-what table that pools incomparable constructs into one magnitude column66- A prevalence figure or forest plot with an undisclosed, unreproducible sampling frame67- Finding columns with no effect size or credibility note68- A decorative figure that does not encode the framework — wasting the signature exhibit69- Exhibits whose captions need the body text to be intelligible (fails the cross-area reader)7071## Output format7273```text74【Exhibit set】<list: conceptual figure / summary tables / prevalence / forest>75【Conceptual figure】renders the spine; restate-able from memory? Y/N76【Summary table】rows by framework cell; comparable constructs only; effect sizes + credibility? Y/N77【Meta-science exhibit】sampling frame disclosed; coding reproducible? Y/N · N/A78【Forest plot】pools only commensurable estimates (or omitted)? Y/N · N/A79【Sourcing】every cell traces to the evidence matrix? Y/N80【APA/specs/permissions】captions APA; specs + permissions confirmed on SAGE pages? Y/N · 待核实81【Next step】→ ppsych-writing-style (weave exhibits into the synthesis prose)82```8384---8586**Source:** [`brycewang-stanford/Awesome-Journal-Skills`](https://github.com/brycewang-stanford/Awesome-Journal-Skills) → `Perspectives-on-Psychological-Science-Skills/skills/ppsych-tables-figures/SKILL.md`