JFQA Writing Style (jfqa-writing-style)

Use this skill to bring a JFQA draft up to house style. JFQA is a quantitative finance journal; the prose should be precise, economical, and result-forward.

Voice and structure

• Write for a finance audience — assume fluency in asset pricing and corporate finance, but state the economic intuition behind every result.
• Lead each section with its point; report economic magnitudes in plain finance units (bps, monthly alpha, percentage of a SD).
• Avoid over-claiming: conclusions must not exceed what the design supports.
• Keep the paper from drifting over-long — JFQA discourages excessive length and may desk-reject it.

The abstract and formatting (JFQA-specific, enforced)

• Abstract: one paragraph, no more than 100 words (see jfqa-contribution-framing). This is a hard cap; trim ruthlessly.
• Layout: 8.5 × 11 paper, 1-inch margins, 12-pt Times New Roman, double-spaced body and appendices.
• Submit a single text-searchable PDF (not image-only).
• Anonymize for double-anonymous review: remove author names, affiliations, acknowledgments, and identifying self-references; scrub PDF metadata.
• No specific named citation style (APA/Chicago) is mandated at initial submission (待核实); accepted papers follow the JFQA "Style Guide for Accepted and Conditionally Accepted Papers." Keep references internally consistent now.

Anti-patterns

• An abstract over 100 words or in multiple paragraphs.
• Single-spacing, non-TNR fonts, or wrong margins (formatting strikes).
• Author identity left in the text or PDF metadata under double-anonymous review.
• Significance language with no economic magnitude.

Sentence-level repair rules

• Replace "is associated with" with the design language the paper can defend: predicts, prices, shifts, identifies, bounds, or correlates.
• Attach a finance unit to every main result: basis points, abnormal return, spread, leverage ratio, turnover, default probability, or dollar value.
• Put the sample and design before the headline number when selection is the likely referee attack.
• Cut any sentence that would still be true in a generic economics journal; JFQA prose should sound like finance, not a methods placeholder.

Before/after rewrites from a hypothetical corporate-finance draft (numbers illustrative)

The pattern in every rewrite: a finance unit, a scaling benchmark, and a checkable location replace adjectives.

Length and section calibration for a JFQA draft

• Introduction: typically four to six double-spaced pages carrying the question, the answer with numbers, the design preview, and the rival contrast — there is no codified rule, so calibrate to recent JFQA issues and confirm against the journal's current author guidelines before relying on any limit.
• Data and variable construction come before results, with the sample-construction detail that lets a referee reconstruct the filters.
• Robustness that repeats the main table's message belongs in an Internet Appendix; remember the journal's stated impatience with over-long manuscripts.

Consistency sweep before the PDF freezes

• One name per variable everywhere — text, equations, table headers, and the archive read-me; "BLEV," "book leverage," and "leverage ratio" must not coexist.
• Numbers quoted in prose must match the exhibits to the digit; regenerate prose numbers from the master script output rather than retyping them.
• Verb tense discipline: results in the present tense, sample construction in the past, uniformly.
• Re-run the anonymization pass after the consistency sweep, since late edits are where acknowledgments and identifying phrases sneak back in.

Output format

【Prose】result-forward, magnitudes in finance units? [Y/N]
【Abstract】≤100 words, one paragraph? [Y/N]
【Formatting】8.5x11 / 1-in / 12-pt TNR / double-spaced / searchable PDF? [Y/N]
【Anonymized】body + metadata clean? [Y/N]
【Next step】jfqa-replication-and-data-policy