Applying Grey Relational Analysis to Construct the Training Quality System in Enterprise

IF 1 4区 工程技术 Q4 MATHEMATICS, INTERDISCIPLINARY APPLICATIONS
Yung-Hui Lee
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引用次数: 1

Abstract

In the face of the global market competition environment, the business sector is well aware that ”The key to business organizational development lies in the use of human resources”, thus turning effective and systematic ”educational training” into one of the important management policies for organizational change. In addition to training personnel, enterprises also need good assessment tools. Therefore, with the Taiwan Training Quality System (TTQS) researched and developed in Taiwan, and case company A and B as benchmarks of the actual technology industry, the TTQS was employed. The exploration through the gray correlation analysis method shall serve as a reference for enterprises in their future importation of the TTQS, thereby enabling them to engage in self-assessment based on the resources accessible to them and enhance the overall human resources. The first stage of this study is the data collection stage: the critical assessment factors of the TTQS imported by enterprises were explored through literature review and data collection, which were compiled in the questionnaire. The second stage is the empirical analysis stage: targeting the business management levels of case company A and B and the TTQS related personnel, the questionnaire was implemented. Then, the questionnaire results collected were explored through the grey relational analysis method to obtain the weighting values of the assessment indicators. The results show that the crucial success factors of the TTQS importation obtained varied significantly depending on the different industrial features and sizes. Targeting the two case companies, the importation related suggestions were proposed to enable the enterprises to engage in self-assessment before investing in human resources. In addition, the solution strategies provided in this study served as the reference for enhancing the overall human resource were enhanced.
应用灰色关联分析构建企业培训质量体系
面对全球化的市场竞争环境,企业界深知“企业组织发展的关键在于对人力资源的利用”,从而将有效、系统的“教育培训”转变为组织变革的重要管理政策之一。除了培训人才,企业还需要好的考核工具。因此,以台湾研发的台湾培训质量体系(TTQS)为基础,以案例A公司和案例B公司为实际技术行业的标杆,采用TTQS。通过灰色关联分析法的探索,为企业今后导入TTQS提供参考,使企业能够根据可获得的资源进行自我评估,提升整体人力资源水平。本研究的第一阶段是数据收集阶段:通过文献综述和数据收集,探索企业导入TTQS的关键评估因素,并编制问卷。第二阶段为实证分析阶段:针对案例A、B公司的业务管理水平及TTQS相关人员,实施问卷调查。然后,对收集到的问卷结果进行灰色关联分析,得到评价指标的权重值。结果表明,根据不同的产业特征和规模,获得的TTQS进口关键成功因素存在显著差异。针对这两家案例公司,提出了引进的相关建议,使企业在投入人力资源之前能够进行自我评估。此外,本研究提供的解决策略可为提升整体人力资源提供参考。
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来源期刊
Journal of Grey System
Journal of Grey System 数学-数学跨学科应用
CiteScore
2.40
自引率
43.80%
发文量
0
审稿时长
1.5 months
期刊介绍: The journal is a forum of the highest professional quality for both scientists and practitioners to exchange ideas and publish new discoveries on a vast array of topics and issues in grey system. It aims to bring forth anything from either innovative to known theories or practical applications in grey system. It provides everyone opportunities to present, criticize, and discuss their findings and ideas with others. A number of areas of particular interest (but not limited) are listed as follows: Grey mathematics- Generator of Grey Sequences- Grey Incidence Analysis Models- Grey Clustering Evaluation Models- Grey Prediction Models- Grey Decision Making Models- Grey Programming Models- Grey Input and Output Models- Grey Control- Grey Game- Practical Applications.
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