Marker Variable Choice, Reporting, and Interpretation in the Detection of Common Method Variance
通过综述398篇实证文章和41篇未发表论文,并分析两个数据集,考察了标记变量在检测共同方法变异中的使用与报告问题,发现作者常报告不足、选择不当甚至评估错误,为学者提供了改进建议。
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 First, a review of 398 empirical articles and 41 unpublished dissertations that employ marker variables indicates that authors are not reporting adequate information regarding marker variable choice and use, are choosing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 relationships. Results from the review and empirical investigation are used to expand the set of conditions scholars should consider when determining whether to employ a marker technique over other alternatives for detecting and controlling CMV and how best to do so.