Probing Interactions in Fixed and Multilevel Regression: Inferential and Graphical Techniques

By Daniel J. Bauer, P. Curran. Multivariate Behavioral Research, 2005

1,458 citations recorded by the source corpus.

View Paper: https://www.semanticscholar.org/paper/293b7f0be123797e06f7966666877e443d4f6cee

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Citations in the corpus

Multiple imputation as a flexible tool for missing data handling in clinical research. (2017, background): “Conditional (lower-order) effects that are consistent with a centered solution can then be obtained via algebraic transformation (Aiken & West, 1991; Bauer & Curran, 2005; Hayes & Matthes, 2009), or by centering the lower-order terms and the product variable post-imputation (Enders et al., 2014).”
Utility of OCB (2012, methodology): “To test such hypotheses, post hoc probing techniques have been suggested by several scholars (Aiken & West, 1991; Bauer & Curran, 2005; Dawson & Richter, 2006; Jaccard & Turrisi, 2003).”
Partial, conditional, and moderated moderated mediation: Quantification, inference, and interpretation (2018, methodology): “With affirmative evidence of moderation, researchers then probe it using such methods a “simple slopes analysis” or the Johnson–Neyman technique (Bauer & Curran, 2005; Darlington & Hayes, 2017; Hayes & Matthes, 2009).”
Regression-based statistical mediation and moderation analysis in clinical research: Observations, recommendations, and implementation. (2017, methodology): “The most popular approach to probing an interaction g es by various names, including a simple slopes analysis (Cohen et al., 2003), the pick-a-point approach (Bauer & Curran, 2005), or a spotlight analysis (Spiller, Fitzsimons, Lynch, and McClelland, 2013).”
The Median Split: Robust, Refined, and Revived (2015, methodology): “…models are fit, and parameter estimates used to compare slopes and to generate points to plot, and multiple primers abound (cf., Aiken & West, 1991; Bauer & Curran, 2005; Berry & Feldman, 1985; Dawson, 2014; Dawson & Richter, 2006; Fraas & Newman, 2005; Hayes & Matthes, 2009; Irwin & McClelland,…”
Explaining the entrepreneurial orientation–performance relationship in emerging economies: The intermediate roles of absorptive capacity and improvisation (2017, positive): “Rather than just using regression to examinewhether the effect is different from zero or not, this analysis utilized the JohnsonNeyman technique (Bauer & Curran, 2005) to detect regions (or zones) of significance (Aiken & West, 1991) and identify whether there are values of the moderator for which…”
The psychological roots of intellectual humility: The role of intelligence and cognitive flexibility (2019, methodology): “In accordance with the methodological suggestions of McClelland, Irwin, Disatnik, and Sivan (2017), Spiller, Fitzsimons, Lynch Jr, and McClelland (2013), and Bauer and Curran (2005), this is revealed graphically in Fig.”