Interpretation and reporting issues

Common Error 15: Lack of Attention to the Moderation Probe

Many existing

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Interpretation and reporting issues

Common Error 14: Interpreting Moderation Based on the Moderated Model, Excluding X and M

Early methodological work addressing

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Interpretation and reporting issues

Common Error 13: Ignoring Nested Model Difference When Interpreting Main Effect

Early methodological work addressing
multicollinearity concerns in moderation analysis proposed omitting the

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Interpretation and reporting issues

Common Error 12: Lack of Attention of Moderation Effect Size

While ΔR² is the appropriate measure of

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Evaluation and analysis issues

Common Error 11: Lack Attention of Lower-Order Interactions in Three-Way Interaction Model

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Evaluation and analysis issues

Common Error 10: Debate on Mean-Center/Standardize X and M

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Evaluation and analysis issues

Common Error 9:
Opaque or Incorrect Interaction Term Creation with SEM Method
The creation of latent variable interaction terms in SEM presents significant

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Evaluation and analysis issues

Common Error 8: Lack of Attention to Measurement Invariance Across Categories

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Evaluation and analysis issues

Common Error 7: Converting a Continuous Variable into Categorical Without Appropriate Justification

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Evaluation and analysis issues

Common Error 6: Low Statistical Power

Moderation tests are known to have lower

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Measurement, sampling, and scaling issues

Common Error 5: Nonlinear Monotonic Transformations on X, M, and Y Without Rational Justification

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Measurement, sampling, and scaling issues

Common Error 4: Lack of Attention to Measurement Errors of the Interaction Term

Measurement error is a primary source of

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