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jms-data-analysis

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Use when the execution and credibility of the analysis is the bottleneck for a Journal of Management Studies (JMS) manuscript — regression/SEM and robustness for quantitative work, OR coding, abduction, and trustworthiness for qualitative work. Runs and defends the analysis; it does not design the study (jms-methods) or build exhibits (jms-tables-figures).

When to use

• regression/SEM and robustness for quantitative work
• coding, abduction, and trustworthiness for qualitative work
• defending analysis against endogeneity or robustness questions
• auditing the path from data to constructs in qualitative analysis
• testing indirect effects with bootstrapped confidence intervals
• plotting interactions and reporting simple slopes
• running identification strategies and robustness batteries
• making abductive logic and coding transparency explicit

When not to use

• designing the study
• building exhibits

Skill page

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