Skills Data Science Designing JMF-Style Academic Exhibits

Designing JMF-Style Academic Exhibits

v20260724
jmf-tables-figures
Provides comprehensive guidelines for creating self-contained, publication-ready tables and figures for academic manuscripts, specifically adhering to the Journal of Marriage and Family (JMF) style. It covers modified APA conventions, displaying effect sizes and confidence intervals, ensuring accessibility (grayscale/colorblind), and managing strict page budgets by distinguishing between main text and supplementary material.
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Overview

Tables & Figures (jmf-tables-figures)

Exhibits are where an expert reviewer checks whether the family result is real. At JMF they also cost pages: the manuscript page limit (~35 pp.; ~25 for brief reports) includes the abstract, text, tables, and figures. So every exhibit must pull its weight, and many supporting tables belong in supplementary/online materials.

When to trigger

  • Designing the main results table/figure or a key descriptive exhibit
  • Deciding what belongs in the article vs. supplementary materials
  • A reviewer found an exhibit unclear, mislabeled, or non-self-contained
  • Trimming to the page limit by moving exhibits to supplementary files

Principles

  1. Self-contained, modified APA. A reader should understand each exhibit from its title, notes, and labels alone. Follow JMF's modified APA table/figure conventions: descriptive title, clear notes, significance and abbreviations defined, sample size and units stated.
  2. Show magnitude and uncertainty. Report effect sizes and confidence intervals, not stars alone; for models, prefer marginal effects / predicted values that a family-science reader can interpret (e.g., predicted probability of divorce by duration).
  3. Right exhibit for the design. Survival curves for time-to-event; growth-trajectory plots for panels; APIM path diagrams for dyads; family-structure and decomposition charts for demography.
  4. Accessible. Colorblind-safe palettes; legible in grayscale; no chartjunk or needless 3D.
  5. Descriptive table first. Family papers typically open results with a clear sample-descriptives table (by group/family structure) — make it informative, not a data dump.
  6. Reproducible. Each exhibit is generated by the master script; numbers match the deposited materials exactly (see jmf-transparency-and-data-policy).

Manage the page budget

  • Keep the few exhibits that carry the argument in the article; move full model tables, robustness grids, balance tables, and measurement detail to supplementary materials.
  • A reader should be able to follow the family story from the main exhibits alone.

Execution bridge (StatsPAI / Stata MCP)

Generate exhibits from the fitted result, not by retyping numbers (the usual source of body-vs-supplement drift). Full map: execution-with-mcp. JMF is quantitative family demography/sociology; emphasize identification, selection, and decomposition methods.

  • 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.

Anti-patterns

  • Tables that require the prose to be intelligible (not self-contained)
  • Significance stars with no effect size, interval, or substantive meaning
  • Cramming every robustness check into the main text (blows the page budget — use supplements)
  • Color-only encoding that fails in grayscale or for colorblind readers
  • Exhibit numbers/values that don't match the deposited code output

Exhibit pass for Journal of Marriage and Family

Treat this skill as an executable review pass, not a prose hint. First lock the family process, population/sample frame, measurement validity, and longitudinal or comparative leverage; then judge whether the current manuscript answers the venue's real reader: family scholars who inspect measurement, household process, longitudinal design, and implications for family theory.

  • Do the pass: For every table or figure, state the estimand or object, sample or case base, uncertainty display, and one sentence the exhibit proves for the venue audience.
  • Return a ledger: give claim / evidence / risk / manuscript location rows, so the next agent can edit rather than rediscover the issue.
  • Sibling guard: compare against Demography for population-process emphasis, Social Forces for general sociology, Child Development for child-centered outcomes; if a sibling owns the contribution, recommend re-routing before polishing format.
  • Stop condition: do not give submission-ready advice until the pack's resources/official-source-map.md has been checked for volatile rules and the manuscript has one concrete fix for the largest venue-specific risk.

Output format

【Main exhibit】what it shows + why a figure/table
【Self-contained?】title + labels + notes + N/units present (modified APA)? [Y/N]
【Magnitude shown?】effect size + interval / predicted values? [Y/N]
【Accessible?】grayscale-legible + colorblind-safe? [Y/N]
【Article vs supplement】split decided, page-budget impact noted
【Reproducible?】generated by master script, matches package? [Y/N]
【Next】jmf-writing-style

Supplementary resources

Info
Category Data Science
Name jmf-tables-figures
Version v20260724
Size 5.71KB
Updated At 2026-07-28
Language