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基于贝叶斯网络的质量管理实践对绩效的影响评价 被引量:19

Using Bayesian network to evaluate the effect of quality management practices on performance
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摘要 提出了将结构方程模型与贝叶斯网络相结合,对因果关系进行预测和诊断的方法.该方法既发挥了结构方程模型基于理论的实证证实能力,又突出了贝叶斯网络处理非线性关系及预测和诊断的能力,有利于管理决策的制定.进一步将该方法应用到质量管理实践与绩效关系的研究中,明确了质量管理实践、质量绩效和企业绩效间的影响关系,为企业有效的质量决策提供了依据.该方法同样可应用于顾客关系管理、风险评价等领域. This study proposed linking structural equation modeling(SEM) to Bayesian network,which can predict and diagnose causal relationships.The approach integrates the capability of SEM in empirical validation with the capability of Bayesian network in nonlinear relationship,prediction,and diagnosis. The application of this approach can facilitate effective decision making.This study applied the proposed integrated approach to understanding the links between quality management practices and performance, and identified the relationships among quality management practices,quality performance,and firm per- formance.This research benefits firm's effective decision making for quality management.The approach can be used to evaluate customer relationship and risk.
作者 宋永涛 苏秦
出处 《系统工程理论与实践》 EI CSSCI CSCD 北大核心 2011年第8期1440-1446,共7页 Systems Engineering-Theory & Practice
基金 国家自然科学基金(70672056 70872091) 西安交通大学校内基金(08140010)
关键词 贝叶斯网络 结构方程模型 质量管理实践 绩效 Bayesian network structural equations model quality management practice performance
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参考文献24

  • 1Saraph J V, Benson P G, Schroeder R G. An instrument for measuring the critical factors of quality manage- ment[J]. Decision Science, 1989, 20(4): 810-829.
  • 2Powell T C. Total quality management as competitive advantage: A review and empirical study[J]. Strategic Management Journal, 1995, 16(1): 15-37.
  • 3De Cerio J M. Quality management practices and operational performance: Empirical evidence for Spanish industry[J]. International Journal of Production Research, 2003, 40(12): 2763-2786.
  • 4Dow D, Samson D, Ford S. Exploding the myth: Do all quality management practices contribute to superior quality performance?[J]. Production and Operations Management, 1999, 8(1): 1-27.
  • 5李钊,苏秦,宋永涛.质量管理实践对企业绩效影响机制的实证研究[J].科研管理,2008,29(1):41-47. 被引量:29
  • 6姜鹏,苏秦,党继祥,刘强.不同类型的质量管理实践与企业绩效影响机制的实证研究[J].中国软科学,2009(7):134-143. 被引量:17
  • 7Song X Y, Lee S Y. Bayesian analysis of structural equation models with nonlinear covariates and latent vari- ables[J]. Multivariate Behavioral Research, 2006, 41(3): 337-365.
  • 8Gupta S, Kim H W. Linking structural equation modeling to Bayesian networks: Decision support for customer retention in virtual communities[J]. European Journal of Operational Research, 2008, 190:818-833.
  • 9Anderson R, Mackoy R D, Thompson V B, et al. A Bayesian network estimation of the services-profit chain for transport service satisfaction[J]. Decision Science, 2004, 35(4): 665-689.
  • 10Cohen J, Cohen P. Applied Multivariate Regression/Correlation Analysis for the Behavioral Sciences[M]. Hills- dale, New Jersey London: Lawrence Erlbaum Associates, 1983.

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