Individual skill
aerj-transparency-and-data-policy
Use when preparing the transparency, reporting, and data-availability materials for an American Educational Research Journal (AERJ) manuscript. AERJ expects work to meet the AERA Standards for Reporting on Empirical Social Science Research (quantitative + qualitative) and the AERA Code of Ethics expectations on making data available. Prepares the materials; it does not waive requirements.
American-Educational-Research-Journal-Skills/skills/aerj-transparency-and-data-policy/SKILL.md
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- Last checked
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- Repository last updated
- Sep 27, 2026
- License
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# Transparency & Data Policy (aerj-transparency-and-data-policy)
AERJ is an AERA journal: it expects reporting that is **warranted** and **transparent**, per the **AERA
reporting standards**, and adherence to the **AERA Code of Ethics**, which expects authors to make data
available for reanalysis after publication (within confidentiality and legal limits). Build
transparency in as you write, not after acceptance.
## When to trigger
- Aligning the manuscript with the AERA reporting standards
- Planning data/code availability and documentation
- Human-subjects data that cannot be fully shared (privacy, IRB, provider restrictions)
- A qualitative or mixed-methods study where transparency means more than a dataset
