Use when assembling data and code for a Journal of Public Economics (JPubE) manuscript under Elsevier's research-data framework — data-availability statements, repository options, restricted administrative data, and a reproducible package. Reflects what is verified and flags what is 待核实; it does not run the analysis.
Scanned 6/5/2026
Install to Claude Code
npx -y skills add brycewang-stanford/Awesome-Journal-Skills --skill jpube-replication-and-data-policy --agent claude-codeInstalls into .claude/skills of the current project.
Are you the author of Jpube Replication And Data Policy?
Add the live security badge to your README — it updates automatically with every re-scan.
[](https://www.skillsdirectory.com/skills/brycewang-stanford-jpube-replication-and-data-policy)More formats (shields.io, HTML) on the badges page.
---
name: jpube-replication-and-data-policy
description: Use when assembling data and code for a Journal of Public Economics (JPubE) manuscript under Elsevier's research-data framework — data-availability statements, repository options, restricted administrative data, and a reproducible package. Reflects what is verified and flags what is 待核实; it does not run the analysis.
---
# Replication & Data Policy (jpube-replication-and-data-policy)
## When to trigger
- You are preparing a data-availability statement or research-data declaration
- Your results rest on restricted tax/health/register data and you must document access
- You want a reproducible package that pre-empts referee replication requests
- You are unsure exactly what JPubE requires versus what Elsevier requires
## What is verified vs. 待核实
**Verified:** JPubE is an Elsevier journal and follows **Elsevier's general research-data sharing framework** — manuscripts ordinarily include a **data-availability / research-data statement**, with options to link a repository (e.g., Mendeley Data, ICPSR/openICPSR, Zenodo) or to explain why data cannot be shared.
**待核实:** A binding, JPubE-*specific* mandatory data-and-code **deposit-and-verification** policy (analogous to the AEA Data Editor's reproducibility check, with a named data editor and a pre-publication code run) was **not confirmed** — the official Guide for Authors on ScienceDirect returned HTTP 403 to direct fetching at access time (2026-06-01). Treat any claim of a mandatory JPubE deposit/verification step as **待核实** and confirm the current requirement on the official Guide for Authors before relying on it. Do not assert a deposit mandate this pack could not verify.
## Build the package regardless
Public-economics referees frequently ask to see the elasticity/bunching/RD pipeline, so build a clean package whether or not a deposit is mandatory:
- **Data-availability statement** matching reality: open data → link the repository; restricted tax/health/register data → state the access path, the agency, and why microdata cannot be shared.
- **Programs even when microdata are proprietary.** Supply all cleaning and estimation code so the workflow is auditable even if IRS/SSA/CMS or register microdata cannot leave the enclave.
- **Disclosure compliance.** Document cell-size suppression and output-clearance for restricted data; never embed suppressed cells in shared outputs.
- **One master script** (`run_all`) regenerating every table and figure from inputs; pin software/package versions (`renv.lock`, `requirements.txt`, recorded `ssc` versions); set and report seeds for bootstrap / randomization inference.
- **README** mapping each exhibit to the script that produces it.
## Checklist
- [ ] Data-availability statement drafted and consistent with the data used
- [ ] Restricted-data access path, agency, and sharing limits documented
- [ ] All cleaning + estimation programs supplied (even if microdata are restricted)
- [ ] Disclosure / cell-suppression compliance documented for shared outputs
- [ ] `run_all` master script regenerates all exhibits; versions and seeds pinned
- [ ] README maps exhibits → scripts
- [ ] Current JPubE/Elsevier data requirement re-checked on the official page (待核实 items)
## Anti-patterns
- Asserting a specific JPubE deposit mandate this pack could not verify (it is 待核实)
- A data-availability statement that does not match what was actually used
- Sharing restricted-data outputs without documented disclosure clearance
- A package with no master script, unpinned versions, or unreported seeds
## Output format
```
【Data type】open / restricted-administrative / register / mixed
【Availability statement】drafted + consistent? [Y/N]
【Restricted access】path + agency + limits documented? [Y/N]
【Programs supplied】all cleaning + estimation code? [Y/N]
【Reproducibility】run_all + pinned versions + seeds? [Y/N]
【Policy check】JPubE/Elsevier requirement re-verified (待核实)? [Y/N]
【Next step】jpube-review-process
```
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!