The Handbook of Multilevel Theory, Measurement, and Analysis. 2019
DOI: 10.1037/0000115-021
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Moderated mediation in multilevel structural equation models: Decomposing effects of race on math achievement within versus between high schools in the United States.

Abstract: Single.Level.ModMed.zip MonteCarlo.CI.zip Multilevel.ModMed.zip Multilevel.ModMed.Plausible.Values.zip 2 Moderated Mediation in Multilevel SEM: Decomposing Effects of Race on Math Achievement Within versus Between High Schools in the United States At roughly similar times in the 1980s, social scientists formalized what have become enduring interests in multilevel modeling (e.g., Raudenbush & Bryk, 1986) and moderation and mediation (e.g., Baron & Kenny, 1986). Today, moderation and mediation models have been s… Show more

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Cited by 22 publications
(17 citation statements)
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References 55 publications
(129 reference statements)
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“…We operate a sequence of hierarchical linear modeling (HLM) to analyze the interconnection of the employees within the similar work division who were evaluated by the same supervisor (Zyphur et al, 2019). The ratio of between-group variance for the promotion focus motivation and breakthrough creativity was 48.6% and 40.4% of the total variance, correspondingly.…”
Section: Results Of Hierarchical Linear Modeling Analysismentioning
confidence: 99%
“…We operate a sequence of hierarchical linear modeling (HLM) to analyze the interconnection of the employees within the similar work division who were evaluated by the same supervisor (Zyphur et al, 2019). The ratio of between-group variance for the promotion focus motivation and breakthrough creativity was 48.6% and 40.4% of the total variance, correspondingly.…”
Section: Results Of Hierarchical Linear Modeling Analysismentioning
confidence: 99%
“…The multilevel moderated mediation model is discussed in Zyphur et al (2019) and is illustrated with examples. The estimation described in that article is based on the plausible value methodology so that the modeling uses estimates of the latent variable values.…”
Section: Multilevel Moderated Mediationmentioning
confidence: 99%
“…The multilevel moderated mediation model, discussed in Zyphur et al (2019), is described as follows. Suppose that Y ij , M ij , X ij and Z ij are the observed variables for an individual i in cluster j.…”
Section: Multilevel Moderated Mediationmentioning
confidence: 99%
“…Numerical integration is not needed with this estimation method. We also consider the two-stage estimation method proposed in Zyphur et al (2019). This method attempts to take into account the uncertainty in the centering by estimating plausible values for the between portions of the variables.…”
Section: Multilevel Moderated Mediationmentioning
confidence: 99%
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