Data Analysis (jmgmt-data-analysis)

When to trigger

• The model is fit but a reviewer questions the measurement model or fit indices
• Mediation/moderation is tested in a way a JOM methods reviewer would challenge
• Nested data are being analyzed without modeling the nesting
• A meta-analysis needs the right estimator, corrections, and heterogeneity diagnostics
• Results are reported with significance asterisks and no effect sizes

The JOM analysis bar

JOM houses some of the field's leading research-methods scholars and runs methods reviews, so analysis is read by an unusually demanding audience. The expectation is a transparent measurement model before the structural model, effect sizes and confidence intervals alongside tests (not p-stars alone), and analysis choices that match the level and design set in jmgmt-methods. Report enough that the analysis is reconstructable from the paper and the (anonymized) data transparency table.

Branch paths