rof-contribution-framing
GitHub针对金融顶刊标准，优化论文贡献表述。将模糊或不足的边际贡献转化为可辩护的“新知”主张，通过一句话声明、文献反事实对比及通用性钩子，应对审稿人关于增量价值的主要质疑，确保第一轮决策中贡献清晰可信。
Trigger Scenarios
Install
npx skills add brycewang-stanford/Awesome-Journal-Skills --skill rof-contribution-framing -g -y
SKILL.md
Frontmatter
{
"name": "rof-contribution-framing",
"description": "Use when the marginal contribution of a Review of Finance (RoF) manuscript to the finance literature is fuzzy or undersold — turning a result into a defensible \"what we now know that we did not\" claim that a top-three-standard referee will accept."
}
Contribution Framing (rof-contribution-framing)
When to trigger
- A reader finishes the intro and asks "so what?"
- The contribution is stated as "we study X" rather than "we show Y, which changes Z"
- The paper's novelty is method or data, not a finance insight
The RoF contribution bar
RoF referees apply top-three-finance-journal standards and split reports into (1) major concerns required for publication and (2) suggestions. The contribution determines bucket (1): if the marginal finance insight is thin, no amount of robustness fixes the verdict. Because RoF runs a two-round decision philosophy and aims to decide by the second round, the contribution must be legible and defensible in round one — the editor will likely ignore new round-two concerns raised late. Frame it so the major-concern bucket has nothing to attack on the "is this interesting?" axis.
Framing moves
- One-sentence claim — "We show that [finding], implying [consequence for finance]." Quantify for empirical work; state the proposition crisply for theory.
- Counterfactual to the literature — what did the field believe (or leave open) that this overturns, quantifies, or resolves?
- Generality hook — why the lesson travels beyond this market/sample/model.
- Empirical vs. theory register — empirical: a credibly identified fact plus its economic interpretation; theory: a non-obvious mechanism plus a testable or normative implication, not just tractability.
- Author-responsibility check — RoF expects you to have found and cited the relevant work; a contribution claim that ignores a close prior paper is fragile and can be sanctioned (see
rof-literature-positioning).
Bucket-1 pushback on the contribution — and the reply that survives
| Referee line (major concern) | Weak reply | RoF-grade reply |
|---|---|---|
| "Incremental over [top-three paper]" | "We use newer/European data" | name the dimension the prior design could not identify; show the answer changes sign, magnitude, or policy |
| "This is a European institutional curiosity" | "Europe matters too" | show the institution isolates a force at work everywhere (e.g., deposit floors reveal monetary transmission generally) |
| "The magnitude is small" | "Significant at 1%" | translate into bp, euros, or welfare per unit; benchmark against a quantity the field already prices |
| "The theory result is baked into the assumptions" | restate the proposition | exhibit the knife-edge: which assumption is load-bearing, and what economics survives relaxing it |
Worked micro-example — rebuilding a flat claim
Illustrative. Draft claim: "We study ESG fund flows in Europe." RoF-ready rebuild: "Using 2,900 UCITS equity funds (2015–2023, Refinitiv), we show a one-notch sustainability-rating upgrade raises monthly inflows by 0.6% of TNA — about twice the comparable US estimate — and the gap closes after the SFDR disclosure regime, implying flows chase labels, not information." Each piece does framing work: population, quantified delta, cross-market counterfactual, and the regime change that pins the mechanism. The was-believed → now-known line then writes itself, and a bucket-1 referee must attack the design rather than the interest.
Calibration — how accepted RoF papers stake claims (hedged)
- Typically one headline contribution plus at most two subsidiary ones, quantified within the first two pages; the differentiation from the two closest papers takes a paragraph, not a section.
- General-interest papers at this venue frame the European or international setting as a laboratory for a universal finance force, never as the point in itself.
- Patterns vary by subfield — sample three recent RoF issues in yours before locking the framing, and confirm any format expectations against the journal's current author guidelines.
Anti-patterns
- "To the best of our knowledge, we are the first to..." as the whole contribution.
- A laundry list of findings with no ranked headline.
- Claiming novelty against a literature you have not searched (RoF treats lack of awareness as no defense).
- Over-claiming beyond what the design or model supports — punished by top-three-standard referees.
Output format
【Headline claim】one sentence (quantified if empirical)
【Was-believed → now-known】before / after
【Bucket-1 defensibility】top-three referee calls it a real contribution? [Y/N]
【Generality】travels because: ...
【Risk】closest prior paper + how this differs
【Next step】rof-literature-positioning
Version History
- 1839142 Current 2026-07-05 14:23
