A cluster analysis of the relationship between employee engagement and the cognition and motivation of workers

Su-jeong Hwang, A. Hong, J. Hong, M. Volpe
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Abstract

In this study, clusters were identified according to individual cognitive characteristics (occupational future time perspective) and motivational factors (goal orientation) for employees to accept changes and increase their adaptability. In addition, the study checked for differences in employee engagement by cluster. The study sample consisted of 514 employees working for Korean companies. The research problem was verified through cluster analysis and analysis of variance. Three groups were clustered; cluster 1 ('cognitive lack performance type'), cluster 2 ('time-aware learning type'), and cluster 3 ('opportunity- aware performance type'). Employee engagement differed between the clusters, with cluster 2 showing the highest level of employee engagement, followed by cluster 3 and cluster 1. Existing studies have focused on the direct relationship between individual cognitive characteristics and motivational factors underlying employee participation. The present study adds value in that it combines two characteristics to distinguish and verify employee types.
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员工敬业度与员工认知和激励关系的聚类分析
本研究根据个体认知特征(职业未来时间观)和激励因素(目标取向)对员工接受变化和提高适应能力进行聚类识别。此外,研究还通过集群检验了员工敬业度的差异。研究对象是在韩国企业工作的514名职员。通过聚类分析和方差分析对研究问题进行了验证。三组聚在一起;集群1(“认知缺乏绩效类型”),集群2(“时间意识学习类型”)和集群3(“机会意识绩效类型”)。员工敬业度在集群之间存在差异,集群2的员工敬业度最高,其次是集群3和集群1。现有的研究主要集中在个体认知特征与员工参与激励因素之间的直接关系。本研究的价值在于它结合了两个特征来区分和验证员工类型。
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