提高汽车制造业的生产率:根源分析与 Sem 模型相结合的方法

Nwaizuzu, D. O., Uche, R., Obiukwu, O. O., E. D. A., Alozie, U. H, Onyeso, G. E.
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引用次数: 0

摘要

本研究调查了尼日利亚某行业汽车装配部门生产率下降的根本原因,并提出了振兴战略和优化模型。生产率措施管理不善,尤其是劳动力和资本管理不善,是制造业失败的主要原因。本研究采用的研究方法是通过调查问卷和公司记录收集数据,并使用 Excel 和 MATLAB 软件进行分析,然后应用回归和 SEM 模型。研究结果表明,政治因素、机器故障和财务挑战是最主要的根本原因,其影响程度分别为 20%、18% 和 15%。模型的拟合度较好,回归系数和 SEM 估计值分别为 95% 和 90%。所推荐的战略表明,案例研究公司与其他制造公司因素和构成行业的各部分之间存在直接关系,这表明振兴技术和维护可持续性具有积极意义。研究建议的战略包括财务重组和技术创新,以提高运营效率并与行业标准接轨。
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Improving Productivity in Automotive Manufacturing: A Combined Approach of Root Cause Analysis and Sem Models
This study investigates the root causes of productivity decline in the automotive assembly section of a Nigerian industry, and proposes revitalization strategies and optimization models. Mismanagement in productivity measures, particularly in labour and capital, is a major cause of failure in manufacturing industries. The research methodology of this study utilized data collected through questionnaires, company records, and analyzed using Excel and MATLAB software, afterward, regression and SEM models were applied. From the result obtained, political factors, machine failure, and financial challenges were identified as the top root causes, with impacts of 20%, 18%, and 15% respectively. The models showed a good fit, with regression and SEM estimates of 95% and 90%. The recommended strategies indicated a direct relationship with the case study company and other manufacturing company factors and sections that makes up an industry, indicating a positive revitalization techniques and maintenance sustainability. The study recommends strategies include financial restructuring and technological innovation to enhance operational efficiency and align with industry standards.
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