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Rof contribution framing

Skill brycewang-stanford/Awesome-Journal-Skills/Review-of-Finance-Skills/skills/rof-contribution-framing

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.From its SKILL.md

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npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill rof-contribution-framing

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SKILL.md

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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

  1. One-sentence claim — "We show that [finding], implying [consequence for finance]." Quantify for empirical work; state the proposition crisply for theory.
  2. Counterfactual to the literature — what did the field believe (or leave open) that this overturns, quantifies, or resolves?
  3. Generality hook — why the lesson travels beyond this market/sample/model.
  4. 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.
  5. 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 replyRoF-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 propositionexhibit 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

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