The Indonesian Journal of Occupational Safety and Health
Vol. 15 No. 2 (2026): The Indonesian Journal of Occupational Safety and Health [IN PRESS]

Occupational Exposure and Work-Related Factors Associated with Metabolic Syndrome among Vegetable Farmers

bibit nasrokhatun diniah (Universitas Bhakti Husada Indonesia)
Sulistiyani Sulistiyani (Department of Environmental Health, Public Health Faculty, Universitas Diponegoro)
Tri Joko (Department of Environmental Health, Public Health Faculty, Universitas Diponegoro)
Budiyono Budiyono (Department of Environmental Health, Public Health Faculty, Universitas Diponegoro)



Article Info

Publish Date
13 Aug 2026

Abstract

Introduction: Long-term pesticide exposure can harm farmers. Metabolic syndrome (MetS) occurs due to metabolic disorders associated with the use of pesticides which act as diabetogenic and obesogenic agents. High pesticide use and diverse agricultural activities contribute to the increased incidence of MetS. This study aims to examine the associations between history of direct exposure (HDE) and history of indirect exposure (HIE) to pesticide and MetS, as well as to identify factors associated with MetS among farmers. Methods: This case-control study included 44 cases and 90 controls from 307 male vegetable farmers in Kuningan, Indonesia. Laboratory tests were used for the diagnosis of MetS and pesticide exposure history, which was measured using a questionnaire (coefficients = 0.30 to 0.60; p < 0.05; Cronbach's alpha = 0.718). Data analysis employed binary logistic regression, controlling for age and family history of metabolic disease by examining the Adjusted Odds Ratio (AOR) with a 95% confidence interval (CI). Results: HIE, defined as eating or drinking after spraying, was associated with the occurrence of MetS (p = 0.017; AOR = 3.677; CI: 1.262–10.710). HDE, characterized by watering activities, also showed a significant association (p = 0.010; AOR = 3.012; CI: 1.301–6.974). In total exposure analysis, both factors remained significant (respectively, p = 0.043; AOR = 3.282; CI: 1.041–10.349, and p = 0.043; AOR = 2.430; CI: 1.027–5.747). Conclusion: Frequent watering and the habitual consumption of food and/or beverages after spraying increase the likelihood of developing MetS. Both HIE and HDE significantly contribute to the onset of MetS.

Copyrights © 2026






Journal Info

Abbrev

IJOSH

Publisher

Subject

Health Professions Medicine & Pharmacology

Description

The Indonesian Journal of Occupational Safety and Health is an open access and scientific journal published by the Faculty of Public Health, Universitas Airlangga, and supported by Indonesian Occupational Safety and Health Association (AHKKI) East Java Region, Indonesian Occupational Health Experts ...