Statistical remedies for common method biases

H Zhou, L Long�- Advances in Psychological Science, 2004 - journal.psych.ac.cn
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�…