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The role of control charts in promoting organisational learning New perspectives from a food industry study

机译:控制图在促进组织学习中的作用食品行业研究的新观点

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摘要

Purpose - The purpose of this paper is to examine the theoretical interface between statistical thinking, the statistical method of the control chart, and contemporary theories of organisational leaming in regard to processes and their improvement. Designlmethodology/approach - Theoretical discussion results in an integrated model showing how statistical thinking and methods relate to organisational leaming. This is supported by findings fram a food industry research project following a design of: exploration (stage 1); theory development (stage 2); and theory testing/refinement (stage 3) incorporating surveys, case studies and key informant interviews. Findings - Empirical evidence shows that statistical techniques such as the control chart can be of benefit to organisations for creating process improvement and organisationalleaming, providing the charts are utilised to actively convert the data they contain into information and knowledge about the process. Four distinct categories of use of control charts were observed which impacted on the effectiveness with which the charts were able to achieve this. Research limitations/implications - The findings have come from a study conducted only on the food industry. The implications are generalisable, however, to the wider industry context. Practical implications - Findings illustrate problems with control chart application and the vital role of statistical thinking in ensuring that maximum benefit is derived from the charts. We argue that statistical thinking is a fundamental prerequisite to achieving effective double loop leaming when using control charts as a basis for process monitoring and improvement Originality/value - Statistical thinking and knowledge management are both growing areas of interest within the quality management and process improvement literature. The paper examines their interrelationship.
机译:目的-本文的目的是研究统计思维,控制图的统计方法以及有关过程及其改进的组织学习的当代理论之间的理论联系。设计方法论/方法-理论讨论产生了一个集成模型,该模型显示了统计思维和方法如何与组织学习相关。一项设计之后的食品工业研究项目的研究结果支持了这一点:勘探(第一阶段);理论发展(第二阶段);理论测试/优化(第3阶段),其中包括调查,案例研究和关键知情人访谈。调查结果-经验证据表明,控制图之类的统计技术可能有益于组织进行流程改进和组织学习,前提是该图可用于将其包含的数据主动转换为有关流程的信息和知识。观察到控制图的使用有四个不同的类别,这些类别影响了控制图实现此目标的有效性。研究局限/含意-研究结果来自仅针对食品工业的一项研究。但是,其含义可以推广到更广泛的行业环境。实际意义-研究结果说明了控制图应用方面的问题以及统计思维在确保从图表中获得最大收益方面的关键作用。我们认为,使用控制图作为过程监控和改进的基础时,统计思维是实现有效双循环学习的基本前提。独创性/价值-统计思维和知识管理都是质量管理和过程改进文献中不断增长的关注领域。本文研究了它们之间的相互关系。

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