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Segmenting Work Life Balance Practices of Employees in Indian Insurance Industry: A Two-step Cluster Analysis
Authors: Dr. Sudhir Chandra Das
Number of views: 597
The main focus of the study is to divide the strength of work-life balance practices in between private and public sector insurance companies by two step cluster analysis. The purpose of application of cluster analysis is to place subjects/objects into groups, or clusters, suggested by the data, such that objects in a given cluster are homogenous in some sense, and objects in different clusters are dissimilar to a great extent. The study being observed with eight objects namely work overload, stress management, role clarity, late finishing nature of job, flexi-schedules, career development, employees well-being and additional responsibilities consisting assistant and managerial cadre employees with a sample size of 200 public sector and 240 private sector respondents. For determining which number of clusters is "best", each of these cluster solutions is compared using Schwarz's Bayesian Criterion (BIC), and the study found two groups, i.e., cluster 1 and 2. While Cluster 1 consist six variables and their importance by order (Bonferroni Adjustment Applied) namely role clarity, flexi-schedules, late finishing nature of job, stress management and additional responsibility, whereas in second cluster order of preference are late finishing nature of job, role clarity flexi-schedules, work overload, stress management and additional responsibilities etc. It is to be noted that two variables namely employee's well being and career development are not found significantly different and they are not forming any cluster. The results suggest that private sector insurance employees enjoy considerably less work-family integration than public sector employees. It is possible that employees in the private sector would eventually withdraw from this sector and move into public sector jobs as a means to achieve better work-family integration. This paper recommends management should consider the nature of organization and techniques of work-life balance and customize their policies with the participation of the employees.