Common Method Bias: It's Bad, It's Complex, It's Widespread, and It's Not Easy to Fix

2023/11/29 by Philip M. Podsakoff, Nathan P. Podsakoff, Larry J. Williams +2 · 1 voice · 16 citations
Decision Sciences · Psychology · #Evaluation and Performance Assessment #Human Resource Development and Performance Evaluation #Psychometric Methodologies and Testing

paper · pdf · doi:10.1146/annurev-orgpsych-110721-040030

openalex publication_date 2023/11/29 · openalex created_date 2025/10/10 · openalex updated_date 2026/07/30

Abstract

Despite recognition of the harmful effects of common method bias (CMB), its causes, consequences, and remedies are still not well understood. Therefore, the purpose of this article is to review our current knowledge of CMB and provide recommendations on how to control it. We organize our review into five main sections. First, we explain the harmful effects of CMB (why it is bad). Second, we discuss the complexity caused by the fact that there are multiple sources of CMB, several of which are likely to be present in any study. Third, we present evidence that the conditions under which CMB is likely to occur are relatively widespread, and fourth, we explain why CMB is not easy to fix. Finally, we identify several avenues for future research.

Citations

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• The biasing effect of common method variance: some clarifications
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• Evaluating Structural Equation Models with Unobservable Variables and Measurement Error
• Understanding and managing the threat of common method bias: Detection, prevention and control

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Discussions

• Just throwing this out there: "Common Method Bias: It's Bad, It's Complex, It's Widespread, and It's Not Easy to Fix" doi.org/10.1146/annu... #psychology [bsky, 8 points, 1 comments]

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