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All Journal JMM (Jurnal Masyarakat Mandiri) Abdimas Galuh: Jurnal Pengabdian Kepada Masyarakat International Journal of Mathematics, Statistics, and Computing
Widjaya, Ferdinand Nathaniel
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Agriculture, Biological Sciences & Forestry Computer Science & IT Economics, Econometrics & Finance Law, Crime, Criminology & Criminal Justice Mathematics Nursing Other

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Journal : International Journal of Mathematics, Statistics, and Computing

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APPLICATING KAPLAN-MEIER SURVIVAL ANALYSIS ON EMPLOYEE’S TENURE BY OVERTIME AVAILABILITY STATUS Widjaya, Ferdinand Nathaniel
International Journal of Mathematics, Statistics, and Computing Vol. 3 No. 2 (2025): International Journal of Mathematics, Statistics, and Computing
Publisher : Communication In Research And Publications

Show Abstract | Download Original | Original Source | Check in Google Scholar | DOI: 10.46336/ijmsc.v3i2.201

Abstract

This study aimed to analyze the impact of overtime work on the tenure of employees using the Kaplan-Meier method. The data used in this research encompassed employees’ tenure records and their overtime work status in a specific company. Utilizing the Kaplan-Meier method, the analysis revealed that employees engaged in overtime work exhibited a tenure end probability higher than those who did not. The Kaplan-Meier Survival Analysis shows a much steeper step-down probability for Overtime than those who don’t. Despite the substantial disparity in tenure probabilities on the graph, furthermore, statistical analysis (log-rank test) indicated that an employee engaged in overtime work did significantly influence the duration of their tenure. These findings provide crucial insights into workload during overtime, and overtime work policies within organizations could affect the employee significantly.
Co-Authors Agatha, Dhela Asafiani Jacob Stevy Seleky, Jacob Stevy Wiwik Wiyanti Wiwik Wiyanti, Wiwik Yanuati, Anastasia Maria