ISSN 1671-3710
CN 11-4766/R
主办:中国科学院心理研究所
出版:科学出版社

›› 2004, Vol. 12 ›› Issue (6): 942-942~950.

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Statistical Remedies for Common Method Biases

Zhou Hao,Long Lirong   

  1. Department of Psychology, Central China Normal University, Wuhan 430079
  • Received:2004-06-16 Revised:1900-01-01 Online:2004-11-15 Published:2004-11-15
  • Contact: Long Lirong

Abstract: The problem of common method biases has being given more and more attention in the field of psychology, but there is little research about it in China, and the effects of common method bias are not well controlled. Generally, there are two ways of controlling common method biases, procedural remedies and statistical remedies. In this paper, statistical remedies for common method biases are provided, such as factor analysis, partial correlation, latent method factor, structural equation model, and their advantages and disadvantages are analyzed separately. Finally, suggestions of how to choose these remedies are given.

Key words: common method biases, statistical remedies, psychological method

CLC Number: