jhr-literature-positioning
Use when positioning a Journal of Human Resources manuscript against applied microeconomics, labor, education, health, development, discrimination, …
它会碰到什么
这一栏是扫描器报的事实,不是结论。命中多不等于有毒(安全工具、规则库、示例脚本本来就会包含危险写法),命中少也不等于干净。它和你手上的凭据、文件、网络有什么关系,需要你自己看。
技能内容
Literature Positioning (jhr-literature-positioning)
When to trigger
- The paper has a policy question but the contribution over prior work is fuzzy
- Prior estimates conflict with yours and need reconciliation
- The introduction reads like a general literature survey
JHR positioning bar
JHR explicitly values whether a manuscript reconciles its results with prior
published work. Positioning must therefore do more than cite related papers: it
should explain why estimates differ across samples, designs, populations, periods,
or mechanisms.
Checklist
- Name the closest prior estimates and their design.
- State whether your contribution is new variation, new data, new population,
new mechanism, stronger reconciliation, or policy interpretation.
- Compare magnitude, not only sign and significance.
- Identify which prior result your analysis confirms, revises, or contradicts.
- Preview any comparative estimation you run to bridge prior results.
Prior-estimate bridge
For each closest paper, write:
[Prior paper] estimates [magnitude] for [population/design]. Our estimate differs because [sample,
policy environment, outcome, or design]. We bridge the difference by [comparative specification].
This makes the JHR reconciliation expectation visible in the literature section rather than deferring it
to the appendix.
Reconciliation map
Build a compact map for the introduction team:
Prior result | Population | Design | Estimate | Why comparable | Your bridge
Use the map to decide which papers deserve main-text comparison. A paper belongs in the first-page or
second-page narrative only if it supplies a benchmark estimate, a competing mechanism, or a policy context
that changes interpretation. Broader background can move later or disappear.
When estimates conflict, avoid the weak phrase "differences may reflect context." Say which context,
which sample, or which design component produces the difference, and point to the table that tests it.
Vignette: bridging conflicting minimum-wage estimates
Illustrative positioning problem (all magnitudes invented): your state-panel
design finds a teen-employment elasticity of -0.12; the closest published
county-pair design reports -0.03.
- Decompose the gap before writing: restricting your sample to border counties
moves -0.12 to -0.06; matching the prior paper's 2005-2014 window moves it
to -0.04. So roughly two-thirds of the gap is comparison-group choice, the
rest is period.
- Write the introduction sentence from the decomposition: "Our larger
elasticity reflects statewide rather than border-county comparisons; under
the border-pair design our estimate is statistically indistinguishable from
the prior one."
- Park the full bridge table in the Online Appendix and cite it at that
sentence.
- Close the loop in the conclusion: say which prior estimate now looks like a
special case of yours, and what evidence would discriminate between the
remaining explanations.
This is the JHR pattern: the literature section quantifies disagreement instead
of narrating it.
Field benchmarks referees carry in their heads
Position against the benchmark literatures a JHR referee in each field will
expect you to know, hedging where canon is contested:
- Labor: minimum-wage employment debate, returns to experience and tenure,
monopsony evidence.
- Education: returns to schooling, teacher and school value-added, class
size, school-choice lotteries.
- Health: Medicaid and insurance expansions, early-life health shocks.
- Discrimination: audit and correspondence studies, decomposition methods
and their critiques.
- Retirement: Social Security claiming, default and auto-enrollment
effects.
- Development: schooling-and-earnings microdata work, cash transfers.
Missing the canonical comparison invites a referee to do the reconciliation for
you — on less favorable terms.
Positioning sentences to avoid at JHR
- "To our knowledge, no paper has..." without saying why the gap matters.
- "Differences may reflect context" with no named sample or design component.
- A paragraph of citations with no magnitudes attached to any of them.
- Claiming to "extend" a literature whose estimates you never compare to yours.
Output format
[Closest prior estimate] citation + magnitude/design
[Your delta] data / design / population / mechanism / reconciliation
[Why estimates differ] ...
[Policy implication] ...
[Next step] jhr-identification-strategy想直接用这个技能?
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Journal-of-Human-Resources-Skills/skills/jhr-literature-positioning/SKILL.md