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共同方法偏差的统计检验与控制方法 被引量:3697

Statistical Remedies for Common Method Biases
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摘要 共同方法偏差是心理学研究中一个越来越被关注的课题,但国内心理学界对其的介绍、研究还比较少,导致研究中对共同方法偏差的控制还有所欠缺。共同方法偏差的控制方法分为程序控制和统计控制,该文介绍了共同方法偏差的多种统计控制法,如因素分析法、偏相关法、潜在的误差变量控制法、结构方程模型法等,分析了其各自的优缺点,并提出了如何选择采用这些方法的建议。 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.
作者 周浩 龙立荣
出处 《心理科学进展》 CSSCI CSCD 北大核心 2004年第6期942-950,共9页 Advances in Psychological Science
基金 国家自然科学基金资助(项目号:70171046)。
关键词 共同方法偏差 统计控制法 心理学研究方法 common method biases, statistical remedies, psychological method.
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参考文献19

  • 1Podsakoff P M, MacKenzie S B, Lee J Y et al. Common method biases in behavioral research: a critical review of the literature and recommended remedies. Journal of Applied Psychology, 2003, 88(5): 879~903
  • 2Livingstone L P, Nelson D L, Barr S H. Person-environment fit and creativity: an examination of supply-value and demand-ability version of fit. Journal of Management, 1997, 23(2): 119~146
  • 3Eby L T, Dobbins G H. Collectivistic orientation in teams: an individual and group-level analysis. Journal of Organizational Behavior,1997, 18:275~295
  • 4龙立荣,方俐洛,凌文辁.企业员工自我职业生涯管理的结构及关系[J].心理学报,2002,34(2):183-191. 被引量:95
  • 5Harris S G, Mossholder K W. The affective implications of perceived congruence with culture dimensions during organizational transformation. Journal of Management, 1996, 22(4): 527~547
  • 6Burke M J, Brief A P, George J M. The role of negative affectivity in understanding relations between self-reports of stressors and strains: A comment on the applied psychology literature. Journal of Applied Psychology, 1993, 78:402~412
  • 7Olkin I, Finn J D. Correlation redux. Psychological Bulletin, 1995, 118:155~164
  • 8Williams L J, Gavin M B, Williams M L. Measurement and nonmeasurement processes with negative affectivity and employee attitudes. Journal of Applied Psychology, 1996, 81: 88~101
  • 9Lindell M K, Brandt C J. Climate quality and climate consensus as mediators of the relationship between organizational antecedents and outcomes. Journal of Applied Psychology, 2000, 85:331~348
  • 10Lindell M K, Whitney D J. Accounting for common method variance in cross-sectional designs. Journal of Applied Psychology,2001, 86:114~121

二级参考文献10

  • 1张建平.一种新的统计方法和研究思路——结构方程建模述评[J].心理学报,1993,25(1):93-101. 被引量:25
  • 2Hall D T, Moss J E. The new protean career contract: Helping organizations and employees adapt. Organizational Dynamics, 1998,4:22~37
  • 3Stumpf S A,Colarelli S M,Hartmen K. Development of the career exploration survey(CES).Journal of Vocational Behavior, 1983,22:191~226
  • 4Sugalski T D, Greenhaus J H. Career exploration and goal setting among managerial employees. Journal of Vocational Behavior, 1986,29:102~114
  • 5Pazy A. Joint responsibility: the relationships between organizational and individual career management and the effectiveness of careers. Group and Organization Studies, 1988,13:311~331
  • 6Aryee S, Debrah Y Y. A cross-cultural application of a career planning model. Journal of Organizational Behavior, 1993, 14:119~127
  • 7Noe R A. Is career management related to employee development and performance? Journal of Organizational Behavior, 1996, 17:119~133
  • 8Hu L, Bentler P M. Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling, 1999, 6:1~55
  • 9Bryne B M. A primer of LISREL: Basic applications and programming for confirmatory factor analytic models. Spriger-Verlag New York Inc, 1989
  • 10Hornby A S, Gatenby E V, Wakefield H. Modern English-English and English-Chinese Dictionary .Hongkong: Oxford University Press,1982. 1098 (Hornby A S, Gatenby E V, Wakefield H. 现代高级英汉双解辞典.香港:Oxford University Press,1982. 1098)

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