Common method biases in behavioral research: a critical review of the literature and recommended remedies.
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Summary
The extent to which method biases influence behavioral research results is examined, potential sources of method biases are identified, the cognitive processes through which method bias influence responses to measures are discussed, the many different procedural and statistical techniques that can be used to control method biases is evaluated, and recommendations for how to select appropriate procedural and Statistical remedies are provided.
- Type
- review
- Published
- 2003-09-29
- Cited by
- 80,865
- References
- 163
- OpenAlex
- https://openalex.org/W2106096361
- Semantic Scholar
- https://api.semanticscholar.org/CorpusID:5281538
Keywords
Psychology, Cognitive psychology, Cognitive bias, Cognition, Behavioural sciences
References
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- Accounting for common method variance in cross-sectional research designs.
- Conventional wisdom on measurement: A structural equation perspective.
- The effect of leniency on leader behavior descriptions
- Estimation Problems in the Block-Diagonal Model of the Multitrait-Multimethod Matrix
- Multitrait-Multimethod Matrices in Consumer Research
- The psychology of interpersonal relations
- Lack of method variance in self-reported affect and perceptions at work: Reality or artifact?
- Psychometric theory (2nd ed.).
- Method bias: The importance of theory and measurement
- Affect and memory: a review.
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