Marker Variable Choice, Reporting, and Interpretation in the Detection of Common Method Variance
Louisiana Tech University · Texas Christian University · +1 more institution
Abstract
This article investigates in two ways the use and reporting of marker variables to detect common method variance (CMV) in organizational research. First, a review of 398 empirical articles and 41 unpublished dissertations that employ marker variables indicates that authors are not reporting adequate information regarding marker variable choice and use, are choosing inappropriate marker variables, and are possibly making errors in their assessment of CMV effects. Second, two data sets are presented that investigate the properties of six prospective markers to assess the degree to which they capture specific, measurable causes of CMV and the conclusions these markers produce when applied to substantive…
Citation impact
- FWCI
- 14.86
- Percentile
- 100%
- References
- 63
Authors
5Topics & keywords
- Variance (accounting)
- Variable (mathematics)
- Interpretation (philosophy)
- Common-method variance
- Econometrics
- Set (abstract data type)
- Empirical research
- Psychology
- Quality Education