Use when sharpening the policy contribution of a Journal of Public Policy & Marketing (JPP&M) manuscript — the 300-word Policy Contribution Statement, regulator-actionable implications, and the line between evidence and advocacy. Frames the contribution; it does not produce the estimates (jppm-data-analysis).
Scanned 9/5/2026
Install to Claude Code
npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill jppm-contribution-framing --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Jppm Contribution Framing?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/brycewang-stanford-jppm-contribution-framing)More formats (shields.io, HTML) on the badges page.
---
name: jppm-contribution-framing
description: Use when sharpening the policy contribution of a Journal of Public Policy & Marketing (JPP&M) manuscript — the 300-word Policy Contribution Statement, regulator-actionable implications, and the line between evidence and advocacy. Frames the contribution; it does not produce the estimates (jppm-data-analysis).
---
# Contribution Framing (jppm-contribution-framing)
## When to trigger
- The Policy Contribution Statement draft is generic or missing one of its three required elements
- The implications section says "policymakers should consider" and stops
- Findings are solid but you cannot connect them to a decision anyone faces
- The paper drifts into recommending policies the data never tested
- Reviewers might read the framing as advocacy rather than evidence
## The Policy Contribution Statement is the contribution
JPP&M requires every submission to open the main document with a **Policy Contribution Statement of at most 300 words** (it does not count against the 50-page cap). It must do three things, per the journal's guidelines: (1) name the **policy conversation** the paper initiates or joins; (2) state how the manuscript **moves understanding beyond** the existing marketing-and-public-policy literature; (3) identify **which specific policy stakeholders** are affected and **how**. Treat this statement as the paper's thesis, not an administrative form — editors use it for desk-screening and reviewers read it first. If the statement cannot be written crisply, the problem is upstream (fit or evidence), not wording.
A working shape: *"Agencies X and Y are currently deciding D. Existing work establishes A but cannot tell them B. Using [design], we show E [magnitude, for whom]. This implies stakeholder X should [specific action within its authority], while marketers subject to the rule should [specific response]."*
## The actionability test
For each implication, ask four questions; all must pass:
1. **Named actor** — a specific body (FTC, FDA, CFPB, USDA, state AGs, a self-regulatory program like CARU/NAD, an NGO, or firms facing the rule), not "policymakers."
2. **Within authority** — the action lies inside that actor's legal instruments. Recommending the FTC set nutrition standards, or the FDA police deceptive pricing, signals the authors don't know the terrain.
3. **Evidence-linked** — the recommended choice is one the paper's contrasts or estimates actually inform. If you tested icon vs. text warnings, you can advise on format — not on whether warnings beat taxes.
4. **Concrete enough to implement or reject** — a reader at the agency could put it into a rule, guidance, enforcement priority, or comment letter tomorrow.
Marketers are stakeholders too: what should a compliant firm change in labeling, targeting, data practice, or claims substantiation? A JPP&M implication set that speaks to both the regulator and the regulated is stronger than one that lectures only the agency.
## Evidence, not advocacy
JPP&M welcomes normatively motivated questions but punishes advocacy untethered from results. Discipline the frame: report what the intervention does *and does not* achieve; keep recommendation strength proportional to identification strength (a lab study "suggests"; a well-identified evaluation "shows"); surface the trade-offs (costs to firms, burden on consumers, speech concerns) even when they cut against the preferred conclusion. Papers that acknowledge the strongest counterargument to their own implication read as trustworthy; papers that hide it read as briefs.
## Calibrating claims to evidence
- **Scope**: bound the claim to the tested population, product category, and format; flag the extrapolation needed to reach the policy scale.
- **Magnitude honesty**: lead with the decision-unit effect and its CI, not with the significance.
- **Null and backfire results are contributions**: "the mandated format does not help, and here is why" is publishable and policy-critical here — do not bury it.
- **One primary implication**: a single well-defended recommendation beats a scattershot list of six.
## Checklist
- [ ] Policy Contribution Statement ≤300 words, covering conversation / advance / stakeholders
- [ ] Every implication names an actor, sits within its authority, and is evidence-linked
- [ ] Implications address both regulator and regulated marketers where relevant
- [ ] Recommendation strength matches identification strength
- [ ] Trade-offs and the strongest counterargument are stated
- [ ] Nulls, boundary conditions, and unintended effects appear in the framing, not the footnotes
## Anti-patterns
- **The bolted-on paragraph**: a consumer study with policy vocabulary appended in the discussion — JPP&M's signature desk reject
- **Ghost-actor implications**: advice addressed to "policymakers" or "society"
- **Authority errors**: recommendations outside the named agency's legal instruments
- **Advocacy leakage**: recommendation strength driven by conviction rather than estimates
- **Implication inflation**: six recommendations from one manipulation
- **Buried backfire**: an unintended consequence found in the data but absent from the statement
## Output format
```text
【Policy Contribution Statement】conversation / advance / stakeholders (≤300 words, drafted)
【Primary implication】named actor + instrument + specific action
【Marketer-facing implication】what regulated firms should change
【Evidence link】which estimate licenses each recommendation
【Trade-offs stated】costs, burdens, counterargument acknowledged? [Y/N]
【Next skill】jppm-tables-figures
```
Is this your skill, or is something wrong with this listing? Request removal or report an issue. Author removals are honored within 72 hours.
No comments yet. Be the first to comment!