Browsing School of Hotel Administration Collection by Subject "data simulation"
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A Tale of Three Perspectives: Examining Post Hoc Statistical Techniques for Detection and Corrections of Common Method Variance (2009-01-01)Many researchers who use same-source data face concerns about common method variance (CMV). Although post hoc statistical detection and correction techniques for CMV have been proposed, there is a lack of empirical evidence ...
Will the Real Correlation Please Stand Up? An Examination of the Effectiveness of Statistical Corrections for Common Method Variance Using Data Simulation (2004-01-01)A concern of researchers is the risk of measurement error due to common method variance (CMV) when using self-reported data. The present study addresses this concern by empirically comparing four techniques for correcting ...