Assessment of lean manufacturing effect on business performance using Bayesian Belief Networks

作者：

Highlights：

• This study aims to analyze lean manufacturing effect on financial, non-financial and sustainability performances.

• Causal maps are used for defining the inter-relation and intra-relation of lean factors.

• Bayesian Belief Networks are used for linking the lean factors.

• Effects of various combinations of lean factors on business performance are analyzed.

• Developed scenarios can be a lead for defining the business strategies based on lean thinking in any industry.

摘要

•This study aims to analyze lean manufacturing effect on financial, non-financial and sustainability performances.•Causal maps are used for defining the inter-relation and intra-relation of lean factors.•Bayesian Belief Networks are used for linking the lean factors.•Effects of various combinations of lean factors on business performance are analyzed.•Developed scenarios can be a lead for defining the business strategies based on lean thinking in any industry.

论文关键词：Lean manufacturing,Bayesian Belief Networks,Scenario analysis,Business performance

论文评审过程：Available online 28 April 2015, Version of Record 26 May 2015.

论文官网地址：https://doi.org/10.1016/j.eswa.2015.04.016