articleOrganizational Research MethodsFeb 1, 2022Closed access

Attitude Toward the Color Blue: An Ideal Marker Variable

Texas State University · Louisiana Tech University

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Abstract

Researchers often turn to post hoc statistical techniques to identify common method variance (CMV) in same source data and one viable option is to use a marker variable. The choice of marker variable is important, yet these variables are difficult to find, primarily because they must be theoretically unrelated to study variables but measured in the same way (e.g., perceptual; on a Likert scale). This manuscript uses scale development best practices to create a marker variable—attitude toward the color blue—that can be applied in a wide variety of social science research. Scale reliability and validity are addressed, discriminant validity with other measures that detect CMV is tested, and the Confirmatory…

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244
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29.07
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100%
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69
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Authors

2

Topics & keywords

Keywords
  • Scale (ratio)
  • Variable (mathematics)
  • Confirmatory factor analysis
  • Likert scale
  • Psychology
  • Reliability (semiconductor)
  • Variables
  • Variance (accounting)
UN Sustainable Development Goals
  • Reduced inequalities
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