Contribution Framing (jfi-contribution-framing)
When to trigger
- Drafting the abstract and the contribution paragraph of the introduction
- A reader cannot tell, in one sentence, why intermediaries are central to your result
The JFI framing bar
Because JFI runs an active desk-rejection screen, the contribution must be legible in the abstract and
first pages. Frame it as a statement about intermediation, not finance in general. A strong frame names
four things:
- Institution / intermediary — banks, lenders, dealers, insurers, the specific actor.
- Friction — the economic problem the intermediary faces or resolves (information asymmetry,
monitoring, liquidity transformation, capital constraints, agency).
- Mechanism — how that friction produces the result; the causal or theoretical channel.
- Consequence — why it matters for credit, stability, welfare, or policy.
"Banks do X" is weak; "Because of friction F, intermediary type I responds via mechanism M, with
consequence C for credit/stability" is a JFI contribution.
Empirical vs. theory framing
- Empirical: lead with the identified fact and the mechanism it reveals, then the broader lesson for
intermediation — not a coefficient in search of a story.
- Theory: lead with the friction and the new prediction the model generates; state the testable
implication so the contribution is not purely formal.
Worked vignette: framing a capital-shock transmission paper
A hypothetical submission (all numbers illustrative): using a supervisory credit register, the authors
find that banks hit by a 1-percentage-point capital shortfall after a stress-test redesign cut credit to
the same firm by 3.4% more than unaffected banks (firm×time fixed effects), with the cut twice as
large for relationship borrowers lacking alternative lenders.
- Weak frame: "We study the effect of stress tests on bank lending." No friction named; could run in
any banking outlet.
- Better, still short: "Capital regulation reduces credit supply." Mechanism missing — why capital,
and why these borrowers?
- JFI-ready: "Because raising equity is costly (friction), constrained banks deleverage where their
information monopoly is strongest (mechanism — relationship borrowers cannot switch), so capital
regulation taxes precisely the borrowers intermediation theory says banks exist to serve (consequence)."
- The last frame clears the screen because it connects an identified estimate to a Bhattacharya–Thakor-style
account of what intermediaries do — that dialogue with intermediation theory is the JFI bar.
Frame-strength ladder for the desk screen
| Rung |
The abstract reads as |
Likely JFI desk outcome |
| 1 |
A correlation about banks |
High desk-reject risk |
| 2 |
An identified effect, mechanism unnamed |
Vulnerable: "fine design — what is the intermediation lesson?" |
| 3 |
Effect + named friction + channel |
Survives triage; referees then test the channel |
| 4 |
Rung 3 plus theory dialogue (which intermediation model is disciplined or rejected) |
Strongest JFI frame |
Aim for rung 3 at minimum; reach rung 4 whenever the literature offers competing intermediation models
your estimate can separate.
Referee pushback on the frame, and the JFI fix
- "This could be a demand-side story" → re-anchor the claim to the supply channel your within-firm design
isolates, and say so in the abstract, not only in Section 5.
- "Banks are incidental here" → make the intermediary's balance sheet or information role load-bearing,
or concede the paper belongs at a general-finance outlet.
- "The welfare claim outruns the design" → downgrade the consequence from "welfare" to the credit,
stability, or real-outcome margin the design actually measures.
As a calibration (reading-based, not a rule): accepted JFI introductions usually state the friction and
mechanism within the first two paragraphs and the headline magnitude by paragraph three; the contribution
paragraph names what the result teaches intermediation theory, not just what the regression found.
Anti-patterns
- A contribution that would fit any finance journal (no intermediary mechanism)
- Burying the mechanism past page 3, where the desk screen never reaches it
- Over-claiming policy or welfare beyond what the design or model supports
- Listing results without saying what they teach about intermediation
Output format
【Institution】<the intermediary>
【Friction → Mechanism】<problem → channel>
【Consequence】<why it matters>
【One-sentence contribution】<the abstract-ready claim>
【Next skill】jfi-tables-figures
Source: brycewang-stanford/Awesome-Journal-Skills → Journal-of-Financial-Intermediation-Skills/skills/jfi-contribution-framing/SKILL.md
1---2name: jfi-contribution-framing3description: Use when framing the contribution of a Journal of Financial Intermediation (JFI) paper around what it teaches about intermediation — the institution, the friction, the mechanism, and the economic consequence — so it clears the desk screen and reads as banking, not generic finance. It frames; it does not write the paper.4---567# Contribution Framing (jfi-contribution-framing)89## When to trigger1011- Drafting the abstract and the contribution paragraph of the introduction12- A reader cannot tell, in one sentence, why intermediaries are central to your result1314## The JFI framing bar1516Because JFI runs an **active desk-rejection** screen, the contribution must be legible in the abstract and17first pages. Frame it as a statement about **intermediation**, not finance in general. A strong frame names18four things:19201. **Institution / intermediary** — banks, lenders, dealers, insurers, the specific actor.212. **Friction** — the economic problem the intermediary faces or resolves (information asymmetry,22 monitoring, liquidity transformation, capital constraints, agency).233. **Mechanism** — how that friction produces the result; the causal or theoretical channel.244. **Consequence** — why it matters for credit, stability, welfare, or policy.2526"Banks do X" is weak; "Because of friction F, intermediary type I responds via mechanism M, with27consequence C for credit/stability" is a JFI contribution.2829## Empirical vs. theory framing3031- **Empirical:** lead with the identified fact and the mechanism it reveals, then the broader lesson for32 intermediation — not a coefficient in search of a story.33- **Theory:** lead with the friction and the new prediction the model generates; state the testable34 implication so the contribution is not purely formal.3536## Worked vignette: framing a capital-shock transmission paper3738A hypothetical submission (all numbers illustrative): using a supervisory credit register, the authors39find that banks hit by a 1-percentage-point capital shortfall after a stress-test redesign cut credit to40the **same firm** by 3.4% more than unaffected banks (firm×time fixed effects), with the cut twice as41large for relationship borrowers lacking alternative lenders.4243- **Weak frame:** "We study the effect of stress tests on bank lending." No friction named; could run in44 any banking outlet.45- **Better, still short:** "Capital regulation reduces credit supply." Mechanism missing — why capital,46 and why these borrowers?47- **JFI-ready:** "Because raising equity is costly (friction), constrained banks deleverage where their48 information monopoly is strongest (mechanism — relationship borrowers cannot switch), so capital49 regulation taxes precisely the borrowers intermediation theory says banks exist to serve (consequence)."50- The last frame clears the screen because it connects an identified estimate to a Bhattacharya–Thakor-style51 account of what intermediaries do — that dialogue with intermediation theory is the JFI bar.5253## Frame-strength ladder for the desk screen5455| Rung | The abstract reads as | Likely JFI desk outcome |56|---|---|---|57| 1 | A correlation about banks | High desk-reject risk |58| 2 | An identified effect, mechanism unnamed | Vulnerable: "fine design — what is the intermediation lesson?" |59| 3 | Effect + named friction + channel | Survives triage; referees then test the channel |60| 4 | Rung 3 plus theory dialogue (which intermediation model is disciplined or rejected) | Strongest JFI frame |6162Aim for rung 3 at minimum; reach rung 4 whenever the literature offers competing intermediation models63your estimate can separate.6465## Referee pushback on the frame, and the JFI fix6667- "This could be a demand-side story" → re-anchor the claim to the supply channel your within-firm design68 isolates, and say so in the abstract, not only in Section 5.69- "Banks are incidental here" → make the intermediary's balance sheet or information role load-bearing,70 or concede the paper belongs at a general-finance outlet.71- "The welfare claim outruns the design" → downgrade the consequence from "welfare" to the credit,72 stability, or real-outcome margin the design actually measures.7374As a calibration (reading-based, not a rule): accepted JFI introductions usually state the friction and75mechanism within the first two paragraphs and the headline magnitude by paragraph three; the contribution76paragraph names what the result teaches intermediation theory, not just what the regression found.7778## Anti-patterns7980- A contribution that would fit any finance journal (no intermediary mechanism)81- Burying the mechanism past page 3, where the desk screen never reaches it82- Over-claiming policy or welfare beyond what the design or model supports83- Listing results without saying what they teach about intermediation8485## Output format8687```88【Institution】<the intermediary>89【Friction → Mechanism】<problem → channel>90【Consequence】<why it matters>91【One-sentence contribution】<the abstract-ready claim>92【Next skill】jfi-tables-figures93```9495---9697**Source:** [`brycewang-stanford/Awesome-Journal-Skills`](https://github.com/brycewang-stanford/Awesome-Journal-Skills) → `Journal-of-Financial-Intermediation-Skills/skills/jfi-contribution-framing/SKILL.md`
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