Individual skill
commres-data-analysis
Use when executing and reporting the analysis for a Communication Research (CR) manuscript so it survives expert, double-anonymized review — ANOVA/regression/SEM, mediation/moderation with honest uncertainty, reliability, and APA statistical reporting. Guides analysis norms; it does not fabricate results.
Communication-Research-Skills/skills/commres-data-analysis/SKILL.md
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- Last checked
- Nov 9, 2026
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- Repository stars (not skill ratings)
- 1,409
- Repository last updated
- Sep 27, 2026
- License
- MIT
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- academic-writing Repository topic
- agent-skills Repository topic
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- academic-research Repository topic
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# Data Analysis (commres-data-analysis)
CR reviewers are quantitatively sophisticated, and the journal expects **APA-style statistical
reporting** (effect sizes and standard deviations, not stars alone). Analyze as if your numbers will
be scrutinized — because they will. This skill covers execution and reporting norms; design decisions
live in `commres-research-design`, and deposit live in `commres-transparency-and-data`.
## When to trigger
- Running main and supporting analyses; building the Results section
- A reviewer asked for robustness, an alternative specification, or a mediation re-analysis
- Reconciling preregistered vs. exploratory analyses
- Making the analysis reproducible before deposit
