Lean six sigma 4.0 methodology for optimizing occupational exams in operations management

IF 3.8 2区 工程技术 Q2 ENGINEERING, INDUSTRIAL International Journal of Lean Six Sigma Pub Date : 2024-04-03 DOI:10.1108/ijlss-07-2023-0123
Tatiana da Costa Reis Moreira, Daniel Luiz de Mattos Nascimento, Yelena Smirnova, Ana Carla de Souza Gomes dos Santos
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Abstract

Purpose This paper explores Lean Six Sigma principles and the DMAIC (define, measure, analyze, improve, control) methodology to propose a new Lean Six Sigma 4.0 (LSS 4.0) framework for employee occupational exams and address the real-world issue of high-variability exams that may arise. Design/methodology/approach This study uses mixed methods, combining qualitative and quantitative data collection. A detailed case study assesses the impact of LSS interventions on the exam management process and tests the applicability of the proposed LSS 4.0 framework for employee occupational exams. Findings The results reveal that changing the health service supplier in the explored organization caused a substantial raise in occupational exams, leading to increased costs. By using syntactic interoperability, lean, six sigma and DMAIC approaches, improvements were identified, addressing process deviations and information requirements. Implementing corrective actions improved the exam process, reducing the number of exams and associated expenses. Research limitations/implications It is important to acknowledge certain limitations, such as the specific context of the case study and the exclusion of certain exam categories. Practical implications The practical implications of this research are substantial, providing organizations with valuable managerial insights into improving efficiency, reducing costs and ensuring regulatory compliance while managing occupational exams. Originality/value This study fills a research gap by applying LSS 4.0 to occupational exam management, offering a practical framework for organizations. It contributes to the existing knowledge base by addressing a relatively novel context and providing a detailed roadmap for process optimization.
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优化运营管理职业考试的精益六西格玛 4.0 方法
目的本文探讨了精益六西格玛原则和 DMAIC(定义、测量、分析、改进、控制)方法,为员工职业考试提出了新的精益六西格玛 4.0(LSS 4.0)框架,并解决了现实世界中可能出现的高变异性考试问题。详细的案例研究评估了 LSS 干预措施对考试管理流程的影响,并测试了所提出的 LSS 4.0 框架对员工职业考试的适用性。通过使用句法互操作性、精益、六西格玛和 DMAIC 方法,确定了改进措施,解决了流程偏差和信息需求问题。研究的局限性/影响必须承认某些局限性,如案例研究的具体环境和某些考试类别的排除。它针对相对新颖的背景,为流程优化提供了详细的路线图,从而为现有的知识库做出了贡献。
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来源期刊
International Journal of Lean Six Sigma
International Journal of Lean Six Sigma Engineering-Industrial and Manufacturing Engineering
CiteScore
8.90
自引率
15.00%
发文量
46
期刊介绍: Launched in 2010, International Journal of Lean Six Sigma publishes original, empirical and review papers, case studies and theoretical frameworks or models related to Lean and Six Sigma methodologies. High quality submissions are sought from academics, researchers, practitioners and leading management consultants from around the world. Research, case studies and examples can be cited from manufacturing, service and public sectors. This includes manufacturing, health, financial services, local government, education, professional services, IT Services, transport, etc.
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