Individual skill
jibs-data-analysis
Use when running and reporting the empirical analysis for a Journal of International Business Studies (JIBS) manuscript — cross-national measurement equivalence, common-method-variance checks, the right multilevel/dynamic-panel estimator, endogeneity and dynamic-endogeneity identification, and robustness aligned to the JIBS methods-editorial canon. Executes and reports; it does not design the study (jibs-methods) or frame the contribution (jibs-contribution-framing).
Journal-of-International-Business-Studies-Skills/skills/jibs-data-analysis/SKILL.md
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- Last checked
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# Data Analysis & Cross-National Validity (jibs-data-analysis)
## When to trigger
- Cross-country or multilevel data are collected and it is time to estimate and report
- You are unsure your estimator matches nesting (individuals in firms in countries) or a process design
- Reviewers will probe measurement equivalence, CMV, or (dynamic) endogeneity
- A reviewer cites a JIBS "From the Editors" methods editorial against your analysis
## Establish cross-national measurement equivalence first
At JIBS, because constructs travel across countries and cultures, **measurement equivalence is a first-order review concern**, not an afterthought. Before testing hypotheses:
- **Reliability & CFA.** Report reliability (alpha/composite reliability) and a confirmatory factor analysis with fit (CFI, TLI, RMSEA, SRMR).