domains / families / science / orgsci-data-analysis

orgsci-data-analysis

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Use when analyzing and reporting results for an Organization Science manuscript across its eclectic methods — establishing trustworthiness for qualitative work, the right estimator for quantitative/multilevel data, transparency for simulation/formal models, and mechanism-supported inference where causal identification is impossible. Executes and reports the analysis; it does not design the study (orgsci-methods) or frame the contribution (orgsci-contribution-framing).

When to use

• analyzing and reporting results for Organization Science manuscripts
• establishing trustworthiness for qualitative work
• selecting estimators for quantitative and multilevel data
• ensuring transparency for simulation and formal models
• supporting inference with mechanism evidence when causal identification is impossible
• executing statistical analysis batteries
• auditing unit, comparison, uncertainty, and reproducibility
• generating decision ledgers for manuscript patches

When not to use

• designing the study
• framing the contribution
• simulation work execution
• qualitative work execution

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