A Review of Exploratory Factor Analysis Decisions and Overview of Current Practices: What We Are Doing and How Can We Improve?

By Matt C. Howard. International journal of human computer interactions, 2016

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Variable-Centered, Person-Centered, and Person-Specific Approaches (2018, methodology): “The p-EFA did not identify certain subpopulations within the sample or separate participants based on the probability of their belonging to these subpopulations.”
Assessing measurement model quality in PLS-SEM using confirmatory composite analysis (2020, methodology): “Based on our review it is most likely neither side is entirely correct and both approaches are appropriate for specific research applications (Brown, 2014; Grimm & Yarnold, 1995; Hair, Black, et al., 2019; Howard, 2016; Kline, 2014; Kline, 2015; Thompson, 2004).”