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aerj-data-analysis

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Use when planning or reporting the analysis for an American Educational Research Journal (AERJ) manuscript — multilevel/HLM and growth models, IRT/measurement, quasi-experimental estimation, or qualitative coding and thematic analysis. Analysis must meet the AERA reporting standards (warrant + transparency). Strengthens analysis reporting; it does not run models for you.

When to use

• planning or reporting analysis for AERJ manuscript
• multilevel/HLM and growth models
• IRT/measurement
• quasi-experimental estimation
• qualitative coding and thematic analysis
• specifying analytic strategy or writing results section
• reporting effect sizes, fit, robustness, or qualitative warrant
• reconciling quantitative and qualitative results in mixed-methods paper

When not to use

• running models for you

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