全企业精益管理系统:异常盈利假设的检验

Arnaldo Camuffo, Alberto Poletto
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引用次数: 0

摘要

本文检验采用精益管理系统是否会产生异常盈利能力,以及在多大程度上产生异常盈利能力,以及这种异常盈利能力是如何随着时间的推移而产生的。精益管理系统的配置方法和精益实施中的“s曲线”效应用于奠定论文的假设并解释其发现。设计/方法/方法采用精益作为企业范围内管理系统的新兴观点,本准实验研究使用差异中的差异方法来估计采用精益管理系统所导致的异常盈利能力(ROIC)。本文利用了一个独特的精益采用者数据集,该数据集嵌套在2088家按行业和企业规模匹配的工业企业的面板数据集(19年)中。它采用多种回归方法(双向固定效应面板估计、倾向评分匹配、工具变量两阶段最小二乘)来估计精益管理系统的异常盈利能力的大小,解决了与非随机抽样、遗漏变量偏差和反向因果关系相关的内生性问题。它还分析了这种异常盈利能力的跨公司变异性,以及它是如何随着时间的推移而积累的。对于样本中的非采用者(收入为4430万欧元),精益采用者产生的ROIC异常范围为1.4%至3.9%。这些结果大约在开始采用精益三年后生效,并在八年后达到顶峰。虽然精益采用导致的平均异常盈利能力是相当大的,但在不同的公司和不同的时间里,它的差异很大。这种显著的差异与企业理解精益系统复杂的内部运作、设计和实施精益系统以提高盈利能力的不同能力是相容的。研究局限/启示精益作为企业范围管理系统的概念可以进一步细化,以更有效地对精益系统的组成部分进行分类,并调查其关系的性质。精益系统采用测量可以微调,以更好地捕捉跨公司和纵向异质性。未来的工作可以探索不同利益相关者感兴趣的其他因变量,包括股东价值、就业、环境和社会可持续性。实际意义如果管理者将精益作为一种哲学来接受,并在组织中广泛实施,那么采用精益的经济效益就可以获得。企业可以使用该研究的估计作为计算精益采用投资回报的基础。本文还表明,“正确实施精益系统”在异常盈利能力方面产生了显著差异,对于最佳精益采用者而言,异常盈利能力是其两倍。社会含义与许多精益支持者和支持者的承诺相比,本文提供了一个更现实的观点,即从盈利能力方面对精益采用者的期望。采用精益作为一种全面的、全企业范围的管理体系并不是万能的,而是一项复杂的努力,其特点是需要大量能力、协调努力和一致行动的多个复杂决策。原创性/价值与现有的研究不同,本研究没有研究采用精益运营实践与财务绩效之间的相关性,而是侧重于采用精益作为一种普遍的、全企业的管理系统所产生的异常盈利能力。其研究设计允许识别可归因于精益采用的差异盈利能力,并证明其非线性累积。
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Enterprise-wide lean management systems: a test of the abnormal profitability hypothesis
PurposeThe paper tests if and to what extent lean management system adoption generates abnormal profitability, and how it accrues over time. Configurational approaches to lean management systems and “S-curve” effects in lean implementation are used to ground the paper's hypotheses and interpret its findings.Design/methodology/approachUsing the emerging view of lean as enterprise-wide management systems, this quasi-experimental study uses a difference-in-differences approach to estimate the abnormal profitability (ROIC) attributable to lean management system adoption. The paper leverages a unique data set of lean adopters nested in a panel data set (19 years) of 2,088 industrial firms matched by industry and firm size. It applies a variety of regression methods (two-way fixed effect panel estimator, propensity score matching, instrumental variable two-stage-least squares) to estimate the size of the abnormal profitability attributable to lean management systems, addressing endogeneity issues related to non-random sampling, omitted variable bias and reverse causation. It also analyzes the cross-firm variability of such abnormal profitability and how it accrues over time.FindingsFor the average non-adopter in the sample (44.3 million euro revenues), lean adoption generates abnormal ROIC ranging from 1.4% to 3.9%. These results come into effect approximately three years after starting lean adoption and peak after eight years. While the average abnormal profitability attributable to lean adoption is sizable, it varies significantly across firms and over time. This significant variation is compatible with firms' diverse ability to understand the complex inner workings of lean systems, and to design and implement them so that they improve profitability.Research limitations/implicationsThe conceptualization of lean as enterprise-wide management system can be further refined to more effectively categorize the components of lean systems and investigate the nature of their relationships. Lean system adoption measurement can be fine-tuned to better capture cross-firm and longitudinal heterogeneity. Future work can explore other dependent variables of interest to different stakeholders including shareholders' value, employment and environmental and social sustainability.Practical implicationsThe financial benefits of adopting lean can be reaped to the extent to which managers embrace lean as a philosophy and implement it pervasively in the organization. A firm can use the study's estimates as a basis for making calculations about the returns of investment in lean adoption. The paper also shows that “getting the lean system right” makes a significant difference in terms of abnormal profitability, which is twice as large for the best lean adopters..Social implicationsCompared with the promises of many lean proponents and supporters, the paper provides a more realistic view of what to expect from lean adoption in terms of profitability. Adopting lean as a comprehensive, enterprise-wide management system is not a universal panacea, but a complex endeavor, characterized by multiple complex decisions that require considerable capabilities, coordinated efforts and consistency of action.Originality/valueDifferently from extant research, this study does not study the correlation between the adoption of lean operation practices and financial performance but focuses on the abnormal profitability generated by the adoption of lean as a pervasive, enterprise-wide management system. Its research design allows to identify the differential profitability attributable to lean adoption and documents that it accrues non-linearly.
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