articleOrganizational Research MethodsMar 10, 2006Closed access

Method Variance in Organizational Research

University of South Florida

Indexed incrossref

Abstract

It has become widely accepted that correlations between variables measured with the same method, usually self-report surveys, are inflated due to the action of common method variance (CMV), despite a number of sources that suggest the problem is overstated. The author argues that the popular position suggesting CMV automatically affects variables measured with the same method is a distortion and oversimplification of the true state of affairs, reaching the status of urban legend. Empirical evidence is discussed casting doubt that the method itself produces systematic variance in observations that inflates correlations to any significant degree. It is suggested that the term common method variance be abandoned…

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Authors

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Topics & keywords

Keywords
  • Variance (accounting)
  • Econometrics
  • Identification (biology)
  • Common-method variance
  • Distortion (music)
  • Variety (cybernetics)
  • Product (mathematics)
  • Empirical research
UN Sustainable Development Goals
  • Sustainable cities and communities
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