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› brycewang-stanford/Awesome-Journal-Skills
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jole-topic-selection
GitHub评估研究问题是否契合《劳动经济学杂志》(JOLE) 的广泛受众定位，指导如何提炼具有普遍意义的劳动力经济学核心问题。
Trigger Scenarios
不确定研究是否符合 JOLE 范围
研究问题过于狭窄，缺乏广泛意义
需在多个数据集角度中做选择
需决定投 JOLE 还是非劳动经济学期刊
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill jole-topic-selection -g -y
SKILL.md
Frontmatter
{
"name": "jole-topic-selection",
"description": "Use when deciding whether a research question fits the Journal of Labor Economics (JOLE) — a general-interest labor-economics quarterly — and how to frame it so it matters to labor economists broadly, not just one niche. Tests fit; it does not run the analysis."
}
Topic Selection (jole-topic-selection)
When to trigger
- You have data or a result but are unsure it is a JOLE-fit labor question
- The question feels narrow ("so what for labor economics?" is unclear)
- You are choosing among several possible angles on the same dataset
- You need to decide between JOLE and a non-labor general-interest journal
The JOLE scope bar
JOLE is a general-interest, peer-reviewed quarterly for labor economics — the study of behavior and outcomes in labor markets — and the official journal of the Society of Labor Economists (SOLE). It publishes both theoretical and applied/empirical work. In-scope core topics:
- Wages, earnings, and inequality (returns to skill, wage structure, firm pay premia)
- Employment and unemployment (job search, matching, separations, labor demand)
- Human capital and education (schooling, training, returns, skill formation)
- Labor supply and demand (hours, participation, elasticities)
- Household and family economics (intra-household allocation, fertility, marriage and work)
- Discrimination (race, gender, taste-based vs. statistical)
- Unions and labor-market institutions (collective bargaining, minimum wages)
- Migration and immigration (labor-market effects, selection, assimilation)
- Labor-market policy (UI, EITC, employment protection, active labor-market programs)
The fit test is not "is this about workers?" but "would a labor economist outside my subfield find the answer first-order?" JOLE rewards a clean labor question with credible identification and a lesson that travels beyond the specific setting.
Fit diagnostics
- Labor-first, not labor-adjacent. A finance or macro paper that mentions employment is usually a better fit elsewhere; a labor paper using a macro shock for identification can fit JOLE if the question is about the labor market.
- General-interest within labor. A result of interest only to one narrow literature (e.g., a parameter for a single program with no broader lesson) is off-fit; a field journal or specialty outlet may fit better.
- Theory or empirics both welcome — but disciplined. A theoretical labor paper needs a labor-economic payoff; an empirical one needs credible identification and replicable data (JOLE publishes empirical work only if data are documented and available).
- Travels beyond the setting. State the lesson a labor economist takes away even if they never study your exact country/policy/firm.
Sharpening the question
- Write the question in one sentence a labor economist in another subfield would care about.
- Name the margin (wages? employment? hours? human capital? matching?) the paper moves.
- Name the identifying variation that lets you answer it credibly (preview of jole-identification-strategy).
- State the broader labor lesson in one sentence ("beyond this reform/firm/country").
- Sanity-check against JOLE's word economy (~20,000 words) — a question that needs a 60-page treatment may be two papers.
Checklist
- The question is squarely labor economics, not labor-adjacent
- It is general-interest within labor, not niche-only
- The margin (wages / employment / human capital / supply / etc.) is named
- A credible identifying variation exists (or a disciplined theoretical contribution)
- The empirical core is replicable (data documented and available)
- The broader labor lesson "beyond this setting" is statable in one sentence
Anti-patterns
- A labor-adjacent paper (finance/macro/IO) dressed as labor with no labor question at its core
- A narrow program evaluation with no lesson beyond the program
- "It's about workers" as the entire fit argument
- An empirical question whose data could never be made available for replication
- A scope so large it cannot be argued within JOLE's word economy
Output format
【Labor question】one sentence:
【Margin】wages / employment / human capital / supply / family / discrimination / institutions / migration
【Identifying variation】preview:
【General-interest within labor?】[Y/N] — why
【Broader labor lesson】one sentence:
【Verdict】JOLE-fit / refocus / try a field journal
【Next step】jole-literature-positioning
Version History
- 1839142 Current 2026-07-05 13:44
