Method Variance and Marker Variables: A Review and Comprehensive CFA Marker Technique
Wayne State University · John Carroll University · +1 more institution
Abstract
Lindell and Whitney introduced a partial correlation technique, now referred to as the correlational marker technique, for controlling method variance using a marker variable that is theoretically unrelated to substantive variables in a study. This article (a) first reviews their specific analysis plan, and then (b) reviews empirical studies that have followed all or part of this plan. The authors also (c) describe a structural equation method that has been applied to the analysis of marker variables and (d) review empirical studies using this analytical approach. Next, the authors (e) develop a comprehensive confirmatory factor analysis (CFA) marker technique analysis plan, and (f) demonstrate this plan with…
Citation impact
- FWCI
- 19.38
- Percentile
- 100%
- References
- 33
Authors
3Topics & keywords
- Variance (accounting)
- Structural equation modeling
- Variables
- Variable (mathematics)
- Confirmatory factor analysis
- Psychology
- Econometrics
- Empirical research