Work related to reproductive health risk analysis for female healthcare workers
Abstract
Female workers have a risk of being exposed to various hazards in the work environment which can cause health problems including of reproductive health. However, evidence linking workplace hazards—such as job type, work shift, and exposure to chemical, biological, or physical agents—with menstrual and pregnancy disorders remains limited. This study aims to analyze work related to reproductive health risk of female healthcare workers at the hospital. A cross-sectional quantitative study using path analysis was conducted at Gadjah Mada University Academic Hospital, Indonesia, from April to November 2022. A total of 71 female healthcare workers (doctors, nurses, midwives, pharmacists, radiologists, and allied professionals) were recruited using stratified random sampling. Data were collected through structured questionnaires, interviews, and field observations, covering sociodemographic characteristics, work-related exposures, menstrual disorders, and pregnancy outcomes. Path analysis with regression modeling was performed to assess direct and indirect effects, and model fit was evaluated using standard indices. The majority of respondents were aged 20–35 years (72%), nulliparous (61%), and non-nurse medical staff (56%). Menstrual disorders were reported by 46% of participants, while 39% experienced pregnancy-related complications (e.g., abortion, preeclampsia, preterm birth). Exposure to chemical hazards was reported by 65%, biological hazards by 68%, and radiation by 38%. Path analysis showed that agent exposure (direct effect = 0.392, p<0.05) and work shift (direct effect = 0.223, p<0.05) significantly increased the risk of pregnancy disorders, while type of job influenced outcomes only indirectly (direct effect = 0.105; indirect effect = 0.210). The model explained 71.9% of the variance in pregnancy disorders (R² = 0.719).Occupational hazards, particularly agent exposure and shift work, are significant predictors of reproductive health problems among female healthcare workers. These findings highlight the need for institutional policies on safer shift scheduling, exposure monitoring, and reproductive health protection in hospital settings. Strengthening occupational health regulations is essential to safeguard maternal and fetal outcomes in the healthcare workforce.
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References
- Rahman FS, Martiana T, Pal JK, Pearce F, Tombs S, Zellweger A, et al. Workplace hazard and its effect on pregnancy disorders in female workers at the industrial area of sidoarjo. Annals of Library and Information Studies. 2019;14(4):93–114.
- Gonzalez C. Occupational Reproductive Health and Pregnancy Hazards Confronting Health Care Workers. AAOHN Journal. 2011;59(9):373–6.
- KEMENPERIN. Undang - Undang RI No 13 tahun 2003. Ketenagakerjaan. 2003;(1).
- Bonzini M, Coggon D, Godfrey K. Europe PMC Funders Group Europe PMC Funders Author Manuscripts Occupational Physical Activities , Working Hours And Outcome Of Pregnancy?: Findings From The Southampton Women ’ S Survey. 2011;66(10):685–90.
- Requirements R. Workplace Screening Tool for Pregnant Workers.
- Aggarwal A, Mehta S, Gupta D, Sheikh S, Pallagatti S, Singh R, et al. Clinical & immunological erythematosus patients characteristics in systemic lupus Maryam. Journal of dental education. 2012;76(11):1532–9.
- Banerjee B. Physical hazards in employment and pregnancy outcome. Indian Journal of Community Medicine. 2009;34(2):89–93.
- Martiana T, Rahman FS, Mahdang P, Rahmawati T, Jalaludin J, Jalaludin J. The Influence of Work Factors on Reproductive Health of Female Workers in Sidoarjo Industrial Area, Indonesia. Malaysian Journal of Medicine and Health Sciences. 2019;15(4):62–7.
- Shantanam S, Mueller. ?????? HHS Public Access. Physiology & Behavior. 2018;176(1):139–48.
- Rahman FS, Martiana T. Workplace hazard and its effect on pregnancy disorders in female workers at the industrial area of sidoarjo. Journal of Health and Translational Medicine. 2020;23:19–25.
- Aini NS, Fatimah R, Fathimah A. Identifikasi Bahaya dengan Metode Hazard Identification , Risk Assesment and Risk Control ( HIRARC ) Bagian Produksi Stay Mirror di PT . Argatama Multi Agung 2021. 2022;5(4):336–47.
- Ramadhan F. Analisis Kesehatan dan Keselamatan Kerja (K3) menggunakan metode Hazard Identification Risk Assessment and Risk Control (HIRARC). Seminar Nasional Riset Terapan. 2017;(November):164–9.
- Rim KT. Reproductive Toxic Chemicals at Work and Efforts to Protect Workers’ Health: A Literature Review. Safety and Health at Work. 2017;8(2):143–50.
- McDiarmid MA, Gardiner PM, Jack BW. The clinical content of preconception care: environmental exposures. American Journal of Obstetrics and Gynecology. 2008;199(6 SUPPL. B):357–61.
- M Z, R A. Occupational Reproductive Health Hazards Among University Working Females. Egyptian Journal of Occupational Medicine. 2022;46(1):123–40.
- Martiana T, Rochmah TN, Alayyannur PA, Rahman FS. Characteristics of the maternal and child health service of female workers with maternal and child health status in Indonesia. Indian Journal of Public Health Research and Development. 2019;10(5):1499–503.
- International Labour Office Switzerland. Safety and Health at the heart of experience. International Labour Office Switzerland. 2019;4:4.
- Assadi SN. Is Being a health-care worker a risk factor for women’s reproductive system? International Journal of Preventive Medicine. 2013;4(7):852–7.
- Bonde JP, Jørgensen KT, Bonzini M, Palmer KT. Miscarriage and occupational activity: A systematic review and meta-analysis regarding shift work, working hours, lifting, standing, and physical workload. Scandinavian Journal of Work, Environment and Health. 2013;39(4):325–34.
- Fruscalzo A, Bertozzi S, Londero AP, Biasioli A, Driul L, Kiesel L, et al. Menstrual abnormalities and predisposition to pregnancy-related hypertensive disorders: a retrospective study. Gynecological endocrinology?: the official journal of the International Society of Gynecological Endocrinology. 2010 Jun;26(6):445–50.
- Engmann L, Jin S, Sun F, Legro RS, Polotsky AJ, Hansen KR, et al. Racial and ethnic differences in the polycystic ovary syndrome metabolic phenotype. American journal of obstetrics and gynecology. 2017;216(5):493-e1.
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