- Method Bias Mechanisms and Procedural Remedies
2021/11/10 by Minghui Yao, Yunjie Xu, Yunjie (Calvin) Xu · 2 citations
Business, Management and Accounting · Mathematics · Psychology · Social Sciences · #Behavioral Health and Interventions #Common-method variance #Computer science #Customer Service Quality and Loyalty #Data mining #Econometrics #Guideline #Mathematics #Political science #Psychology #Social psychology #Statistics #Survey Methodology and Nonresponse #Survey methodology #Variance (accounting)
- The biasing effect of common method variance: some clarifications
2021/01/06 by Hans Baumgartner, Bert Weijters, Rik Pieters · 4 citations
Business, Management and Accounting · Mathematics · Psychology · #Common-method variance #Computer science #Consumer Behavior in Brand Consumption and Identification #Consumer Market Behavior and Pricing #Correlation #Customer Service Quality and Loyalty #Econometrics #Economics #Generality #Mathematics #Measure (data warehouse) #Psychology #Sign (mathematics) #Statistics #Trait #Variance (accounting)
- Bridging Design and Behavioral Research With Variance-Based Structural Equation Modeling
2017/01/02 by Jörg Henseler · 12 citations
Business, Management and Accounting · Mathematics · Psychology · #Ambiguity #Bridging (networking) #Common-method variance #Computer science #Confirmatory factor analysis #Construct (python library) #Construct validity #Consumer Behavior in Brand Consumption and Identification #Customer Service Quality and Loyalty #Developmental psychology #Econometrics #Economics #Environmental Sustainability in Business #Formative assessment #Machine learning #Mathematics #Nomological network #Psychology #Psychometrics #Social psychology #Structural equation modeling #Variance (accounting)
- Sources of Method Bias in Social Science Research and Recommendations on How to Control It
2011/03/02 by Philip M. Podsakoff, Scott B. MacKenzie, Scott MacKenzie +1 · 232 citations
Decision Sciences · Psychology · #Artificial intelligence #Behavioral Health and Interventions #Behavioural sciences #Cognitive psychology #Common-method variance #Computer science #Control (management) #Meaning (existential) #Psychology #Psychometric Methodologies and Testing #Reliability and Agreement in Measurement #Response bias #Social psychology
- Accounting for common method variance in cross-sectional research designs.
2001/01/01 by Michael K. Lindell, David J. Whitney · 190 citations
Economics, Econometrics and Finance · Mathematics · Psychology · #Accounting #Analysis of variance #Behavioral Health and Interventions #Common-method variance #Correlation #Econometrics #Economic and Environmental Valuation #Economics #Explained variation #Inflation (cosmology) #Mathematics #Psychology #Regression analysis #Social psychology #Statistical Methods and Applications #Statistics #Variance (accounting) #Variance inflation factor