技能创建器
skill-creator
创建、改进和评估自定义技能,把专业流程转化为可重复使用的 AI 能力。
jpube-contribution-framing【数据与研究】Use when the contribution of a Journal of Public Economics (JPubE) manuscript needs sharpening — what the paper teaches about the economic role of government, why it matters for policy, and how it advances public-finance theory or evidence. Frames the contribution; it does not survey the literature (use jpube-literature-positioning) or run analysis.
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JPubE judges a paper by what it adds to our understanding of the economic role of government — the legacy of Atkinson's founding mandate and the standard the Hendren–Kopczuk editorial team applies. A coefficient is not a contribution; a policy-relevant parameter, mechanism, or welfare conclusion is. The strongest JPubE contributions take one of these shapes:
A public-finance referee scores a framing on whether the estimated object earns a normative reading.
| Framing as written | Referee reads it as | Upgrade move |
|---|---|---|
| "Significant effect of the reform on earnings" | A reduced-form fact | Name the sufficient statistic the earnings response identifies |
| "Elasticity of taxable income is 0.3" | A parameter, but for what? | Feed it into a Saez optimal-top-rate or DWL statement |
| "Take-up rose by 8 points" | Descriptive program fact | Convert to an MVPF numerator/denominator term |
Desk-reject framing tells: a coefficient with no policy lever; a welfare claim asserted, not derived; a government-role angle bolted onto a labor/IO core.
A draft estimates bunching at a progressive-schedule kink, with excess mass implying a taxable-income elasticity of e = 0.25 (illustrative). The abstract said only "we find significant bunching" — a fact, not a contribution. The fix runs this skill's rules: state the parameter and its use ("e = 0.25 is the sufficient statistic for the marginal deadweight loss of raising the kink rate"); name the counterfactual (a 5-point bracket-rate increase); quantify stakes (marginal DWL scales with e·t/(1−t), so the same revenue carries a higher efficiency cost than a t-only reader expects — magnitudes illustrative). Contribution sentence: "We recover the taxable-income elasticity at a salient kink and map it to the deadweight cost of the bracket reform it disciplines."
【Contribution】one sentence (parameter / mechanism / welfare verdict)
【Policy lever】[...]
【Welfare mapping】DWL / MVPF / sufficient stat / optimal-tax / none-yet
【Stakes】revenue / welfare / distribution quantified? [Y/N]
【Scope honesty】external-validity note for international readers
【Next step】jpube-literature-positioning