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Jcp tables figures

Skill brycewang-stanford/Awesome-Journal-Skills/Journal-of-Consumer-Psychology-Skills/skills/jcp-tables-figures

Use when building the exhibits for a Journal of Consumer Psychology (JCP) manuscript — condition-means tables, mediation/moderation path figures, interaction plots, and APA-formatted statistical reporting that makes the process visible. Builds the exhibits; it does not run the analysis (jcp-data-analysis).From its SKILL.md

Install
npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill jcp-tables-figures

Assembled from the repository path, not quoted from the project. Check it against their README if it does not work.

SKILL.md

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Tables & Figures (jcp-tables-figures)

When to trigger

  • Your means tables show stars but not the effect sizes/CIs a reviewer needs
  • A mediation result is buried in prose instead of shown as a path diagram
  • An interaction is described but there is no plot of the simple effects
  • Tables/figures do not follow APA format and the copyeditor will bounce them
  • Exhibits across studies are inconsistent, so the multi-study chain is hard to follow

Exhibits at JCP must make the process legible

In a JCP paper the exhibits exist to let a reader see the mechanism, not just the effect. A condition-means table that shows cells without the contrast that tests the hypothesis wastes space; a mediation figure that shows the indirect path with its coefficient and CI earns its place. Build exhibits in APA Style (7th edition; 检索于 2026-06;以官网为准) — table titles and notes, figure captions, decimals and statistics formatted per APA — because JCP formats manuscripts to APA and non-conforming exhibits create friction at every stage.

What each exhibit type should carry

ExhibitMust showCommon failure
Condition meansM, SD (or SE), n per cell; the focal contrasta sea of numbers with no highlighted comparison
Mediation path figurea→b paths with coefficients, the indirect effect + bootstrap CIonly c/c′ shown; CI omitted
Moderation / interaction plotthe interaction with probed simple effects (spotlight values)bar chart with no simple-effect annotation
Moderated mediationconditional indirect effects by moderator level + indexa single mediation figure that hides the moderation
Multi-study summarya study-by-study row: design, N, key result, effect sizeinconsistent metrics across studies

A path diagram for the focal study and an interaction plot for the key moderation are usually the two highest-value figures; they carry the process argument visually.

Reporting conventions (APA + rigor era)

  • Report effect sizes and CIs in tables, not asterisks alone; readers must judge magnitude.
  • Keep decimal places consistent and follow APA for statistics (e.g., italic test letters, leading zeros per APA convention).
  • Note Ns before and after exclusions in the table or its note.
  • Each exhibit must be interpretable standalone — title, note defining abbreviations, and units.
  • Do not duplicate the same result in a table and a figure; pick the form that shows the mechanism best.

Execution bridge (StatsPAI / Stata MCP)

Generate exhibits from the fitted result, not by retyping numbers (the usual source of body-vs-appendix drift). Full map: execution-with-mcp. JCP is experimental consumer psychology; randomization inference, mediation done right (mediate, not naive controlling-away), and family-wise corrections matter most.

  • Tables: etable (multi-model columns) or did_summary_to_latex straight from the result_id.
  • Figures: plot_from_result / enhanced_event_study_plot / event_study_table — axis units and the SE/clustering note baked in.
  • Every note names the estimator + clustering and states the effect size in interpretable units.

See a full fitted-result → exhibit chain in the JF execution walkthrough.

Checklist

  • Every table/figure earns its place by making the effect or process clearer than prose would
  • Mediation shown as a path figure with coefficients and the bootstrap CI
  • Interaction shown with probed simple effects (spotlight/floodlight annotated)
  • Effect sizes and CIs present; not asterisk-only
  • APA formatting for tables, figures, notes, and statistics
  • Ns (before/after exclusions) reported; abbreviations defined in notes
  • Metrics consistent across the multi-study exhibits so the chain reads cleanly

Anti-patterns

  • Asterisk theater: stars instead of effect sizes and CIs
  • Buried mediation: the indirect effect described in text with no figure and no CI
  • Naked interaction: an interaction plot with no simple-effect probing shown
  • Decorative figures: a chart that repeats a table and adds nothing about the mechanism
  • Non-APA exhibits: formatting that the JCP copyeditor will return
  • Inconsistent multi-study tables: different metrics per study, hiding convergence

Output format

【Key exhibits】which table(s)/figure(s) carry the effect and the process
【Mediation figure】paths + coefficients + bootstrap CI shown? [Y/N]
【Interaction plot】simple effects probed/annotated? [Y/N]
【Reporting】effect sizes + CIs (not asterisk-only)? APA format? [Y/N]
【Multi-study table】consistent metrics across studies? [Y/N]
【Next skill】jcp-writing-style

What ships with it

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