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jhr-workflow

Use when deciding which jhr-* sub-skill to invoke next, or when sequencing manuscript work from topic selection through rebuttal for a Journal of Hu…

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技能内容

JHR Workflow Router (jhr-workflow)

Overview

This is the router. It does not replace any specialized skill. It tells you **which jhr- skill to use at the current stage* of a manuscript aimed at the Journal of Human Resources.

Default assumption: unless told otherwise, treat the target as JHR — a leading empirical-microeconomics journal founded in 1965, published by University of Wisconsin Press and housed at the UW-Madison Institute for Research on Poverty (IRP). It covers labor, development, health, education, discrimination, and retirement economics with a strong applied-micro, causal-identification, and public-policy orientation. Crucially, despite its name, JHR does NOT consider management or personnel ("HR management") research — and the nonrefundable submission fee is not returned for out-of-scope papers. The Editor is Anna Aizer (Brown) as of 2026-06-01; Michael Lovenheim (Cornell) becomes Editor on 2026-07-01 — re-verify on the live editorial-board page.

When to trigger

  • The user asks "what should I do next?"
  • A draft is handed over and the current bottleneck needs diagnosing
  • Work is ping-ponging between empirics, writing, and the response letter
  • A JHR decision letter (desk reject or R&R) just arrived

Routing table

| Current symptom | Next skill |

|---|---|

| Unsure the paper is even in scope (or it smells like "HR management") | jhr-topic-selection |

| Contribution relative to prior policy-relevant work is fuzzy | jhr-literature-positioning |

| Causal claim rests on OLS + controls | jhr-identification-strategy |

| Estimates exist but specs/sample/reconciliation are unsettled | jhr-data-analysis |

| The "why JHR / why now" framing is weak | jhr-contribution-framing |

| Tables are dense; exhibits not policy-legible | jhr-tables-figures |

| Prose buries the policy lesson | jhr-writing-style |

| Accepted-stage CC0 deposit, archive plan, DAS | jhr-replication-and-data-policy |

| Want to understand desk-reject / single-anonymous review | jhr-review-process |

| Ready to submit via msubmit.net; need a preflight | jhr-submission |

| Received an R&R; need a response-letter strategy | jhr-rebuttal |

Default order

  1. jhr-topic-selection 2. jhr-literature-positioning 3. jhr-identification-strategy 4. jhr-data-analysis 5. jhr-contribution-framing 6. jhr-tables-figures 7. jhr-writing-style 8. jhr-replication-and-data-policy 9. jhr-review-process 10. jhr-submission 11. jhr-rebuttal

> jhr-writing-style is a late polish — do not rewrite the intro before identification and reconciliation are settled.

Diagnosis questions before routing

Ask these in order; the first "no" usually names the bottleneck skill:

  1. Is the question empirical microeconomics in a JHR field, with a policy

lever — and definitely not HR-management? (jhr-topic-selection)

  1. Can the draft name the closest prior estimate and why magnitudes differ?

(jhr-literature-positioning)

  1. Does a referee-grade design exist: rollout timing, cutoff, lottery, or

instrument, with the matching diagnostics planned? (jhr-identification-strategy)

  1. Are estimates produced with venue-default estimators, assignment-level

clustering, and a reconciliation table? (jhr-data-analysis)

  1. Are the archive footnote, disclosure statements, and 40-page budget ready?

(jhr-replication-and-data-policy, then jhr-submission)

Decision-letter triage

  • Desk release (no referees): diagnose scope vs. framing — re-run

jhr-topic-selection; if scope was fine, the desk screen failed on legibility,

so route to jhr-contribution-framing before any new venue.

  • R&R: go straight to jhr-rebuttal, but expect loops back into

jhr-data-analysis for comparative estimation and into jhr-tables-figures

for new diagnostics.

  • Reject after review: harvest the reports; they may be attachable at the

next venue, and JHR's review-recycling logic works in reverse too.

Worked routing pass

Incoming draft: staggered state paid-leave rollout, TWFE only, no event study,

no archive plan, intro leads with three pages of literature. Routing emitted:

【Stage】pre-submission, empirics unsettled
【Bottleneck】TWFE with staggered adoption; pre-trends never shown
【Route】jhr-identification-strategy -> jhr-data-analysis (robust estimator,
        event study, reconciliation table)
【Then】jhr-contribution-framing (move design + magnitude to page 1)
【Parallel】jhr-replication-and-data-policy (archive footnote before preflight)
【Hold】jhr-writing-style until estimates stabilize

Emit this block whenever the user asks "what next" — one stage, one bottleneck,

one ordered route, holds made explicit.

Cross-skill invariants

Whatever route is taken, three artifacts must exist before jhr-submission

runs: the reconciliation table, the design-diagnostic exhibit (event study,

first stage, or density test), and the archive-plan footnote. If a routing pass

ends without all three on the board, schedule the owning skill explicitly.

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