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gec-data-analysis

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Use when executing and reporting the analysis for a Global Environmental Change (GEC) manuscript so it survives expert, interdisciplinary review — honest uncertainty, robustness, and triangulation appropriate to quantitative, qualitative, or mixed-methods work. Guides analysis norms; it does not fabricate results.

When to use

• Running main and supporting analyses
• Building the results section
• Addressing reviewer requests for robustness or heterogeneity
• Reconciling quantitative and qualitative strands
• Making the analysis reproducible before deposit
• Reporting uncertainty and effect magnitudes
• Validating constructs and measurement reliability
• Integrating mixed-methods data

When not to use

• Fabricating results
• P-hacking or fishing for significant interactions
• HARKing exploratory results into hypotheses
• Reporting stars-only tables without effect sizes
• Creating robustness checks that only rerun near-identical specifications

Skill page

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