Residual centering, exploratory and confirmatory moderator analysis, and decomposition of effects in path models containing interactions

Lance, Charles E.
1988
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Residual centering, exploratory and confirmatory moderator analysis, and decomposition of effects in path models containing interactions

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1988

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Hierarchical moderated regression (HMR) analysis may lead to interpretational problems in tests of moderator (interaction) hypotheses. An alternative, residual- centering approach is described and compared to traditional HMR analysis. Procedures for evaluating interaction hypotheses and general effect analysis procedures are described for path (causal) models containing interactions. Index terms: Confirmatory analysis, Effect analysis in path models, Goodness-of-fit tests, Hierarchical moderated regression, Mediators, Moderated regression, Multicollinearity, Path models, Residual centering.

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Applied Psychological Measurement, Volume 12, 1988

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Lance, Charles E. (1988). Residual centering, exploratory and confirmatory moderator analysis, and decomposition of effects in path models containing interactions. Applied Psychological Measurement, 12, 163-175. doi:10.1177/014662168801200205

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Lance, Charles E.. (1988). Residual centering, exploratory and confirmatory moderator analysis, and decomposition of effects in path models containing interactions. Retrieved from the University Digital Conservancy, https://hdl.handle.net/11299/104163.

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