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International Journal of Medicine and Science of Physical Activity and Sport

International Journal of Medicine and Science of Physical Activity and Sport

REVISTA INTERNACIONAL DE MEDICINA Y CIENCIAS DE LA ACTIVIDAD FÍSICA Y EL DEPORTE

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PATH ANALYSIS MODEL OF FACTORS AFFECTING WORK PRODUCTIVITY THROUGH WORK STRESS AMONG EMPLOYEES OF PT. APEXINDO BALIKPAPAN

Issue Volume 25, Number 100, 2025 Articles 
Muhammad Thaufiq Alhas
Master Student Program, Study Program of Occupational Health and Safety, Faculty of Public Health, Hasanuddin University, Makassar 90245, Indonesia
Syamsiar S. Russeng
Department of Occupational Health and Safety, Faculty of Public Health, Hasanuddin University, Makassar 90245, Indonesia
Lalu Muhammad Saleh
Department of Occupational Health and Safety, Faculty of Public Health, Hasanuddin University, Makassar 90245, Indonesia
Atjo Wahyu
Department of Occupational Health and Safety, Faculty of Public Health, Hasanuddin University, Makassar 90245, Indonesia
Yahya Thamrin
Department of Occupational Health and Safety, Faculty of Public Health, Hasanuddin University, Makassar 90245, Indonesia
Sukri Palutturi
Department of Health Administration and Policy, Faculty of Public Health, Hasanuddin University, Makassar 90245, Indonesia

Abstract

Nutritional status, workload, and sleep quality are key factors influencing job stress and employee productivity, especially in the physically and mentally demanding oil and gas industry. This study aimed to analyze how these three factors affect job stress and productivity, both directly and indirectly through stress as a mediating variable, at PT. Apexindo Balikpapan. Using a quantitative cross-sectional design, 100 respondents were selected via total sampling. Data collection involved questionnaires and physiological stress assessments using a Cocorometer (salivary alpha-amylase enzyme analysis). The variables included nutritional status, workload, sleep quality, subjective and objective stress, and productivity. Data were analyzed using Partial Least Square–Structural Equation Modeling (PLS–SEM). Results showed that nutritional status significantly affected stress (p = 0.006) and productivity (p= 0.006), both directly and indirectly (p=0.049). Workload had a significant positive effect on stress and a negative effect on productivity directly (p=0.012) and indirectly (p= 0.008; p=0.014). Sleep quality influenced subjective stress (p<0.05) and indirectly affected productivity (p=0.006), but had no significant effect on objective stress (p=0.426). It was concluded that the nutritional status, workload, and sleep quality significantly impact job stress and productivity, with stress acting as a key mediating factor.

Keywords: Nutritional Status; Workload; Sleep Quality; Productivity; Job Stress
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Periodicidad Trimestral/Quartely
Revista multidisciplinar de las Ciencias del Deporte
ISSN: 1577-0354
All journal articles are published in Spanish together with their corresponding translation into English

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