Individual skill
jmf-data-analysis
Use when executing and reporting the analysis for a Journal of Marriage and Family (JMF) manuscript so it survives expert double-blind review — honest uncertainty, robustness, attention to selection and non-independence, and correct handling of complex-survey, longitudinal, and dyadic data. Guides analysis norms; it does not fabricate results.
Journal-of-Marriage-and-Family-Skills/skills/jmf-data-analysis/SKILL.md
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- Last checked
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# Data Analysis (jmf-data-analysis)
JMF reviewers are methodologically sophisticated and family data are tricky: complex-survey weights,
panel attrition, missingness, and the non-independence of partners and family members all bite. This
skill covers execution and reporting norms; design decisions live in `jmf-research-design`.
## When to trigger
- Running main and supporting analyses; building the results section
- A reviewer asked for robustness, heterogeneity, selection checks, or alternative specifications
- Reconciling preregistered vs. exploratory analyses
- Making the analysis reproducible before deposit
## Analysis norms JMF expects