Skills Data Science AER Insights Five-Exhibit Manuscript Budget

AER Insights Five-Exhibit Manuscript Budget

v20260724
aeri-tables-figures
This skill guides authors on condensing complex empirical research findings (tables and figures) to meet the strict formatting constraints of top academic journals like AER: Insights. It enforces a maximum of five one-page exhibits, teaches authors how to select the headline result, central diagnostics, and mechanism, and ensures adherence to specific house styles, such as reporting standard errors instead of significance asterisks, while managing word count budgets.
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Overview

Tables & Figures — Five-Exhibit Budget (aeri-tables-figures)

When to trigger

  • The draft has more than five figures-plus-tables
  • An exhibit spills past one page, or carries significance asterisks/boldface
  • Each exhibit costs 200 words of your text budget and you must choose
  • The central result is buried in a dense multi-panel table

The AER: Insights exhibit constraints (检索于 2026-06;以官网为准)

  • Maximum five exhibits (figures or tables combined). Manuscripts over the limit are returned unreviewed.
  • Each exhibit is limited to one page.
  • Each exhibit subtracts 200 words from the main-text allowance (7,000 with zero exhibits → 6,000 with five). So every exhibit must out-earn 200 words of prose.
  • AEA house style: report standard errors / confidence sets; no asterisks or boldface to denote significance (an AEA-wide convention). Notes state the estimator, sample, clustering, and units.

Budgeting the five slots

Choose the exhibit set that, together, tells the single-insight story. A common allocation for an empirical short paper:

Slot Typical content
1 The headline result — the one figure or table a reader remembers (event-study, RD plot, treatment-effect estimate)
2 The central identification diagnostic (pre-trend leads, density, first-stage, balance)
3 A mechanism or key heterogeneity exhibit, if it is part of the single insight
4–5 Held in reserve — a robustness summary or a descriptive table only if load-bearing

If two exhibits can merge into one well-designed multi-panel page, merge them and reclaim a slot (and 200 words). Everything else goes to the Supplemental Appendix.

Design rules

  • The headline exhibit must be self-reading — a reader who sees only it should grasp the insight.
  • Figures over tables where a figure communicates the magnitude faster (AER: Insights papers lean visual).
  • One page each, legible at print size; no microscopic multi-panel grids spilling over.
  • Notes carry the inference since there are no asterisks: report point estimates with SEs / 95% confidence sets in the cell or note.
  • Units and signs explicit; the magnitude, not just the sign, is the point.

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.

  • Tables: etable (multi-model columns) or did_summary_to_latex straight from the result_id — one variable definition, one set of numbers, body and appendix in sync.
  • 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 (from the result's diagnostics) and states the magnitude in interpretable units.

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

Checklist

  • ≤5 exhibits total; each ≤1 page
  • Word budget reconciled: 7,000 − 200×(#exhibits) ≥ main-text length
  • Exhibit 1 is the self-reading headline; exhibit 2 the identification diagnostic
  • No significance asterisks/boldface; SEs / confidence sets shown
  • Notes state estimator, sample, clustering, units
  • Non-essential exhibits moved to the Supplemental Appendix
  • Mergeable exhibits combined to reclaim a slot where sensible

Anti-patterns

  • A sixth exhibit (auto-return) or an exhibit that runs to two pages
  • Significance asterisks or boldface for significance
  • A dense table where a single figure would land the magnitude
  • Spending an exhibit slot (and 200 words) on a descriptive table that prose covers
  • A headline exhibit that needs the text to be intelligible

Output format

【Exhibit count】__ / 5 (each ≤1 page?)
【Word reconciliation】7000 − 200×__ = __ words available; draft = __ words
【Exhibit 1 (headline)】<self-reading result>
【Exhibit 2 (identification)】<diagnostic>
【Exhibits 3–5】<mechanism / robustness / descriptive — only if load-bearing>
【No-asterisk check】SEs / CIs in notes? [Y/N]
【To the appendix】<exhibits demoted>
【Next step】aeri-writing-style
Info
Category Data Science
Name aeri-tables-figures
Version v20260724
Size 4.66KB
Updated At 2026-07-28
Language