Individual skill
jpsp-data-analysis
Use when analyzing and reporting the multi-study package for a Journal of Personality and Social Psychology (JPSP) manuscript to JARS standard — effect sizes with uncertainty, honest robustness, and an internal meta-analysis that pools effects across studies. Guides analysis and reporting norms; it does not fabricate results.
Journal-of-Personality-and-Social-Psychology-Skills/skills/jpsp-data-analysis/SKILL.md
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# Data Analysis & Internal Meta-Analysis (jpsp-data-analysis)
JPSP reviewers are methodologically sophisticated and the journal requires **JARS** reporting and
**TOP Level 2** transparency. Two things set JPSP analysis apart from short-report work: (1) you are
analyzing a **set of studies**, and (2) the section expects you to **integrate across them** — an
**internal meta-analysis** is a core move, explicitly prioritized in IRGP guidance. This skill covers
execution and reporting; design lives in `jpsp-study-design`.
## When to trigger
- Analyzing studies and building the results sections
- Pooling effects across your own studies (internal meta-analysis)
- A reviewer asked for robustness, mechanism, or alternative-explanation analyses
- Reconciling preregistered vs. exploratory analyses