The Analysis of Mechanisms and Their Contingencies: PROCESS versus Structural Equation Modeling
By Andrew F. Hayes, A. Montoya, Nicholas J. Rockwood. 2017
1,408 citations recorded by the source corpus.
Subfields: Applied Psychology, Organizational Behavior and Human Resource Management, Social Psychology
View Paper: https://www.semanticscholar.org/paper/832e0a369e317d82a5c47903af25696b46aac57d
How researchers see this paper
The researchers whose trusted networks rank it highest, strongest advocate first. Every researcher gets a different order.
In Applied Psychology
- Nicholas J. Rockwood
- Joseph F. Hair
- Marko Sarstedt
- Christian Nitzl
- Andrew F. Hayes
- Christian M. Ringle
- Matt C. Howard
- Rita Zarbo
In Organizational Behavior and Human Resource Management
- Marko Sarstedt
- Christian M. Ringle
- Joseph F. Hair
- Christian Nitzl
- Matt C. Howard
- Jörg Henseler
- Jun-Hwa (Jacky) Cheah
- Hiram Ting
In Social Psychology
- Marko Sarstedt
- Nicholas J. Rockwood
- Joseph F. Hair
- Christian M. Ringle
- Christian Nitzl
- Andrew F. Hayes
- Rita Zarbo
- Matt C. Howard
Citations in the corpus
- Conditional Process Analysis: Concepts, Computation, and Advances in the Modeling of the Contingencies of Mechanisms (2020, result): “When using an SEM program, our preference is Mplus (L. K. Muthén & Muthén, 1998-2017) because of its built-in bootstrapping procedure and ability to construct new parameters that are functions of others in the model.”
- Beyond a tandem analysis of SEM and PROCESS: Use of PLS-SEM for mediation analyses! (2020, methodology): “This duality in methods is surprising considering that numerous studies have contrasted SEM and regression-based mediation analyses on both conceptual and empirical grounds (e.g., Hayes et al., 2017; Iacobucci et al., 2007; Pek & Hoyle, 2016).”
- Factors versus Composites: Guidelines for Choosing the Right Structural Equation Modeling Method (2019, result): “Despite contrary claims in the literature by Hayes, Montoya, and Rockwood (2017) that multiple regression is a better method than SEM—it is not.”
- Relationship between Psychological Capital and Quality of Life: The Role of Courage (2020, methodology): “4 [81], through the bootstrapping method with 5000 repetitions; we reported the significance of the indirect effects with a confidence interval (CI) of 95%.”