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Statistical Remedies for Common Method Biases
共同方法偏差的统计检验与控制方法

Keywords: common method biases,statistical remedies,psychological method
共同方法偏差
,统计控制法,心理学研究方法

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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.

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