Testing Mediation and Suppression Effects of Latent Variables

By Gordon W. Cheung, Rebecca S. Lau. 2008

2,084 citations recorded by the source corpus.

Subfields: Computer Networks and Communications, Management Science and Operations Research

View Paper: https://www.semanticscholar.org/paper/538e219211a832339fe37b8d316d2e539b170023

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In Computer Networks and Communications

In Management Science and Operations Research

Citations in the corpus

Exploring the Relationships Between Different Types of Facebook Use, Perceived Online Social Support, and Adolescents’ Depressed Mood (2016, methodology): “In order to examine whether perceived online social support mediates the relationship between active Facebook use and adolescents’ depressed mood, we assessed the statistical significance of the indirect effects with the bootstrapping method (Cheung & Lau, 2008).”
A Tale of Three Perspectives (2009, background): “…on CMV (Williams & Brown, 1994) and are values typical of those in other simulations of hypothetical psychological constructs when the level of item reliability is manipulated (e.g., Aguinis, Sturman, & Pierce, 2008; Cheung & Lau, 2008; McDonald, Seifert, Lorenzet, Givens, & Jaccard, 2002).”
Teacher Stress: The Mediating Role of Collective Efficacy Beliefs (2010, methodology): “Bootstrapping involves resampling the data multiple times (2000 times in this study) with replacement in order to generate an estimation of the sampling distribution of a statistic (for further rationale for this approach, see Cheung & Lau, 2008 ).”
A Bifactor Exploratory Structural Equation Modeling Framework for the Identification of Distinct Sources of Construct-Relevant Psychometric Multidimensionality (2016, background): “It is well documented that bootstrapped confidence intervals (CIs) are the most efficient manner for testing the significance of indirect (mediated) effects (represented as the product of the IV → MV and the MV → DV path coefficients; see Cheung & Lau, 2008; MacKinnon, Lockwood, & Williams, 2004).”
Mediation Analysis in a Latent Growth Curve Modeling Framework (2011, methodology): “Moreover, it has recently been shown that bias-corrected bootstrap CIs perform best in tests for mediation compared to a variety of other methods ( Cheung & Lau, 2008 ).”
Leveraging marketing capabilities into competitive advantage and export performance (2015, methodology): “The use of the bootstrapping method has been highly recommended by many scholars due to its favorable features (e.g., Cheung and Lau 2008; Macho and Ledermann 2011; Preacher and Hayes 2008; Williams and MacKinnon 2008).”
Destination loyalty as explained through self-congruity, emotional solidarity, and travel satisfaction (2020, methodology): “To examine indirect effects between the constructs, a bias-corrected bootstrap test with 1000 samples was conducted (Cheung & Lau, 2008).”
Behavioral Integrity: How Leader Referents and Trust Matter to Workplace Outcomes (2012, background): “Recent discussions in literature indicate that threestep regression models have certain limitations that are addressed by conducting mediation analyses with path models (Cheung and Lau 2008; Hayes 2009; Preacher and Hayes 2008; Preacher and Kelley 2011).”