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《Advances in Psychological Science》 2004-06
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Statistical Remedies for Common Method Biases

Zhou Hao, Long Lirong (Department of Psychology, Central China Normal University, Wuhan 430079)  
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.
【Fund】: 国家自然科学基金资助(项目号:70171046)。
【CateGory Index】: B841.2
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