articleOrganizational Research MethodsDec 23, 2014Closed access

Marker Variable Choice, Reporting, and Interpretation in the Detection of Common Method Variance

Louisiana Tech University · Texas Christian University · +1 more institution

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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 First, a review of 398 empirical articles and 41 unpublished dissertations that employ marker variables indicates that authors are not reporting adequate information regarding marker variable choice and use, are choosing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

679
total citations
FWCI
14.86
Percentile
100%
References
63
Citations per year

Authors

5

Topics & keywords

Keywords
  • Variance (accounting)
  • Variable (mathematics)
  • Interpretation (philosophy)
  • Common-method variance
  • Econometrics
  • Set (abstract data type)
  • Empirical research
  • Psychology
UN Sustainable Development Goals
  • Quality Education
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