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Jar Contribution Framing

ASecurity

Use when turning empirical results into an explicit contribution to accounting knowledge for a Journal of Accounting Research (JAR) manuscript — stating what we now know about how accounting information is produced, disclosed, audited, or used, and why it matters economically. Frames the contribution; it does not run the analysis (jar-data-analysis) or polish prose (jar-writing-style).

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Added 6/5/2026
ai-agentsgo

Security Analysis

A100/100

Scanned 6/5/2026

Install to Claude Code

$npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill jar-contribution-framing --agent claude-code

Installs into .claude/skills of the current project.

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SKILL.md
---
name: jar-contribution-framing
description: Use when turning empirical results into an explicit contribution to accounting knowledge for a Journal of Accounting Research (JAR) manuscript — stating what we now know about how accounting information is produced, disclosed, audited, or used, and why it matters economically. Frames the contribution; it does not run the analysis (jar-data-analysis) or polish prose (jar-writing-style).
---

# Contribution Framing (jar-contribution-framing)

## When to trigger

- You have clean, identified results but the "so what for accounting" is thin
- A referee says "the contribution is incremental" or "this confirms what we knew"
- The discussion section restates results without stating what we learned
- You need intro and discussion contribution sentences that survive referees

## What counts as a contribution at JAR

JAR rewards research that changes our understanding of **how accounting information is produced, disclosed, audited, regulated, or used in markets and contracts**. A publishable contribution typically does one of: (a) identifies a previously unestablished **causal** effect of an accounting/disclosure/regulatory feature; (b) **adjudicates** between competing economic theories using a setting that separates them; (c) documents an economically important **mechanism** (not just a reduced-form correlation); or (d) introduces a **new measure or setting** that reopens a literature. The increment must be economically consequential — for investors, analysts, creditors, auditors, standard-setters, or managers — not merely statistically detectable.

## Write the contribution explicitly

- **One contribution sentence.** "We show that [accounting feature] causally affects [outcome] through [mechanism], using [identifying variation]." Put a version in the intro and the discussion.
- **Relative to the closest paper.** State the increment over the 2-3 nearest studies (from jar-literature-positioning), not over a generic gap.
- **Economic magnitude.** Translate the coefficient into something a referee feels (basis points of spread, percentage of a standard deviation, dollars), not just a star.
- **Implications.** Spell out what changes for theory, for empirical accounting practice, and — where relevant — for standard-setters/regulators (a recurring JAR audience).
- **Boundaries.** State the scope conditions and what the design cannot identify; honest limits strengthen credibility.

## Match the framing to the track

For a **Ray Ball JAR Annual Conference** submission the contribution should speak to the year's theme and to a broad accounting audience; for a **Registered Report**, frame the contribution around the *question and design* (since acceptance is outcome-independent), making a well-identified null genuinely informative.

## Checklist

- [ ] A single, explicit contribution sentence appears in both intro and discussion
- [ ] The increment is stated relative to the closest prior papers
- [ ] Economic magnitude is interpreted, not just statistical significance
- [ ] Implications for theory, practice, and (where relevant) regulators are drawn
- [ ] Scope conditions and what the design cannot identify are stated
- [ ] The framing matches the track (regular / conference theme / Registered Report)

## Anti-patterns

- **Restating results** as if description were contribution.
- **"First to study X"** as the contribution (novelty ≠ importance).
- **Significance without magnitude**: stars with no economic interpretation.
- **Overclaiming causality** beyond what the identification supports.
- **Ignoring the nearest paper**, leaving the increment ambiguous.

## Output format

```
【Contribution sentence】one sentence (causal / adjudication / mechanism / new measure)
【Increment vs. closest work】[...]
【Economic magnitude】interpreted (bps / %SD / dollars)
【Implications】theory / empirical practice / standard-setters
【Scope & limits】what the design cannot identify
【Track framing】regular / Ray Ball theme / Registered Report
【Next step】jar-tables-figures or jar-writing-style
```

## Resources

- [`../../resources/official-source-map.md`](../../resources/official-source-map.md) — official JAR/Chicago Booth/Wiley URLs (accessed 2026-06-01)
- [`../../resources/external_tools.md`](../../resources/external_tools.md) — data sources and tooling

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