Determinants of Malaria Incidence among Mine Workers: The Role of Length of Stay and Risk Perception
DOI:
https://doi.org/10.5281/zenodo.18147188Keywords:
Length of stay, Malaria, Mine workers, Risk perceptionAbstract
Background: Prolonged duration of stay in mining areas increases exposure to malaria vectors, thereby elevating the risk of transmission. Additionally, workers' perceptions of malaria risk influence their engagement in preventive behaviors, such as using mosquito nets, applying repellents, and avoiding outdoor activities at night. This study analyzes the relationships between the length of stay in mining areas and risk perception, and between the incidence of malaria among mine workers and risk perception. Methods: A quantitative, analytical cross-sectional design was employed. The study population comprised miners in Hulawa Village, Buntulia District, Pohuwato Regency. Key variables included the habit of going out at night and risk perception. Data were collected using a questionnaire, with total sampling. Data analysis utilized the Chi-Square test and Multiple Logistic Regression. Results: There was a significant association between duration of stay in the mining area (ρ value = 0.00; OR = 31.179) and risk perception (ρ value = 0.03; OR = 8.916) with the incidence of malaria among mine workers. Conclusion: The findings indicate a relationship between the duration of stay in mining areas and risk perception, and the incidence of malaria among mine workers.
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Aferizal, A., et al. (2023). Analysis of factors associated with malaria cases in the working area of the Lahomi Non-Inpatient Health Center, Lahomi District, West Nias Regency. Prepotif: Journal of Public Health, 8(1), 474–492.
Alemu, G., Abate, A., & Tadesse, M. (2023). Knowledge and preventive practices towards malaria among adults in endemic areas of Ethiopia. Malaria Journal, 22(1), 115–124
Amaral, P. S. T., et al. (2024). Malaria in areas under mining activity in the Amazon: ecological and social drivers. Malaria Journal, 23(6).
Amiruddin, A., & Hamzah, H. (2022). The relationship between risk perception and malaria prevention behavior in endemic areas of South Sulawesi. Journal of Environmental Health, 14(2), 98–107.
Anggraini, R., Fitriani, D., & Widiyastuti, D. 2022. Ecological and behavioral characteristics of Anopheles mosquitoes as malaria vectors in Indonesia. Journal of Health Ecology, 21(1), 45–54.
Indonesian Health Research and Development Agency. 2024. Malaria Entomology Report in the Mining Area of Puncak Jaya Regency. Jakarta: Indonesian Ministry of Health.
Bahruddin, M., & Alam, S. (2022). Factors associated with malaria incidence in the mining area of Kolaka Regency. Journal of Tropical Environmental Health, 10(2), 45–56.
National Institute of Vector and Disease Reservoir Research and Development. 2025. Monitoring Report on Breeding Places in Mining Areas of Papua and North Maluku in 2025. Jakarta: Ministry of Health of the Republic of Indonesia.
National Institute of Vector and Disease Reservoir Research and Development. 2024. Evaluation Report on the Malaria Control Program in Small-Scale Mining Areas. Jakarta: Indonesian Agency for Health Research and Development.
Bandura, A. (2012). Social Foundations of Thought and Action: A Social Cognitive Theory. Englewood Cliffs: Prentice Hall.
BBPK Makassar. 2024. Surveillance of Malaria Reinfection during the Rainy Season in Mines in Sulawesi and Kalimantan. Internal Report.
Budiarti, L. N., Syahrani, S., & Prasetya, H. 2023. Determinants of Malaria Prevention in Communities Surrounding Mines. Indonesian Journal of Environmental Health, 22(1), 15–22.
Dalimunthe, K. T., et al. 2023. Factors associated with malaria incidence in Tanjung Tiram District, Batubara Regency in 2023. Journal of Social Research (Online).
Dewi, W. C., Hasyim, H., & Novrikasari, N. 2022. Analysis of risk factors for malaria incidence among mine workers in Tanjung Agung District, Muara Enim Regency (Master's Thesis, Sriwijaya University).
Directorate General of Disease Prevention and Control. 2022. Technical guidelines for malaria risk factor control. Jakarta: Ministry of Health of the Republic of Indonesia.
Directorate General of Disease Prevention and Control. 2023. National Action Plan for Accelerated Malaria Elimination 2020–2026. Jakarta: Ministry of Health of the Republic of Indonesia.
Duguma, T., et al. 2022. Malaria prevalence and risk factors among patients visiting Mizan Tepi University Teaching Hospital, Southwest Ethiopia. PLoS ONE, 17(7), e0271771.
Fajarwati, D., Rachmawati, R., & Hidayat, M. 2022. The Relationship Between Knowledge and Malaria Prevention Behavior in Endemic Areas. Journal of Health Epidemiology, 10(2), 89–97
Glanz, K., Rimer, B. K., & Viswanath, K. (2015). Health Behavior: Theory, Research, and Practice (5th ed.). San Francisco: Jossey-Bass.
Glendening, N., et al. (2024). Malaria prevalence and Knowledge-Attitude-Practice among settlers in a new gold mining settlement, Gambella, Ethiopia. Malaria Journal, 23(2).
Handayani, R., Ririen, D., & Yuliana, E. (2020). Risk perception and malaria prevention behavior in Belu Regency, East Nusa Tenggara Province. Journal of Epidemiology and Tropical Diseases, 8(1), 33–42.
Hasibuan, N., Lestari, F., & Mahendra, A. (2023). The role of community behavior in malaria vector control in endemic areas of Sulawesi. Journal of Tropical Environmental Health, 11(1), 33–42.
Hasyim, H., Dewi, R. M., & Susanti, R. (2023). Risk factors of malaria transmission in mining workers in Muara Enim, South Sumatra, Indonesia. Scientific Reports, 13, 12685.
Hasyim, H., et al. (2023). Risk factors of malaria transmission in mining workers: a study in artisanal and small-scale mining communities in South Sumatra, Indonesia. Scientific Reports, 13(1).
Hidayah, N., & Rachman, M. A. (2022). Relationship between history of malaria and incidence of malaria in endemic areas of West Kalimantan. Jurnal Epidemiologi Tropis, 9(2), 72–81.
Hidayat, M., & Prasetyo, A. (2023). Risk perception and malaria prevention behavior among communities in endemic areas of Sulawesi. Journal of Tropical Public Health, 11(2), 67–76.
Hidayat, M., Pranoto, S., & Dewi, K. (2023). The role of vectors in malaria transmission and control efforts in endemic areas of Indonesia. Journal of Tropical Environmental Health, 11(2), 87–96.
Irwan. (2022). Health Research Methods. Zahir Publisher: Yogyakarta
Katale, R. N., et al. (2023). Spatio-temporal analysis of malaria incidence and its risk factors in North Namibia. Malaria Journal, 22(1), 149.
Ministry of Health of the Republic of Indonesia. (2024). Roadmap for Malaria Elimination in Indonesia 2025–2045.
Ministry of Health of the Republic of Indonesia. 2022. Technical guidelines for malaria risk factor control (pp. 43–44). Jakarta: Ministry of Health of the Republic of Indonesia.
Ministry of Health of the Republic of Indonesia. 2023. Pocketbook on malaria case management. Jakarta: Ministry of Health of the Republic of Indonesia.
Ministry of Health of the Republic of Indonesia. 2025. National Guidelines for Malaria Elimination 2025–2030. Jakarta: Directorate of Vector-Borne Disease Prevention and Control.
Kurniawan, H., & Azizah, S. (2023). The relationship between distance from standing water and malaria incidence in coastal areas of Kalimantan. Indonesian Journal of Tropical Epidemiology, 12(2), 77–85.
Kusumaningrum, A., Dewi, N., & Susanti, R. (2022). Self-efficacy and Malaria Prevention Behavior in Central Kalimantan. Journal of Health Promotion, 20(3), 197–204.
Langi, F. M., Pangemanan, J. M., & Supit, W. (2022). The relationship between nighttime outings and malaria incidence in Minahasa Regency. Journal of Tropical Public Health, 10(2), 88–96.
Lestari, A., Widyastuti, M., & Arifin, R. (2021). The relationship between self-efficacy and social support with malaria prevention behavior in Sarmi Regency. Indonesian Journal of Public Health, 12(3), 211–220.
Lestari, F., Runtuwene, M., & Sitorus, R. (2023). The relationship between Anopheles vector density and malaria incidence in Papua Province. Journal of Tropical Epidemiology and Entomology, 10(3), 145–154.
Lestari, R. A. F., et al. (2022). Risk factors for malaria incidence in mining communities: A literature review. Batanghari University Scientific Journal, 22(3), 1700–1705.
Lestari, R. A. F. 2022. Determinants of malaria incidence among mining workers in Tanjung Agung District, Muara Enim Regency (Master's Thesis, Sriwijaya University).
Lestari, W., Wahyuni, R., & Anggraini, D. 2023. Malaria History and Prevention Behavior: A Study in Mining Areas. Jurnal Kesmas Tropis, 7(1), 33–40
Marbun, R. S., Sitorus, T. A., & Simanjuntak, L. M. (2023). Environmental and behavioral risk factors for malaria incidence in Central Kalimantan. Indonesian Journal of Health Epidemiology, 7(1), 45–54.
Marpaung, D., Manurung, T., & Lestari, M. 2023. Analysis of Malaria Reinfection Patterns among Mining Workers in Papua. Indonesian Journal of Tropical Epidemiology, 6(1), 45–52.
Mboera, L. E. G., Rumisha, S. F., & Kinung’hi, S. M. 2023. Human activities, land use changes and malaria transmission in East Africa mining zones. BMC Public Health, 23(1), 55.
Mongabay Indonesia. 2024. Malaria Outbreak in Gorontalo Mine, Deforested Forests and Mine Ponds Become Mosquito Breeding Grounds.
Mulyadi, H., Sari, P., & Lodo, J. (2023). The influence of self-efficacy on malaria prevention behavior in endemic areas of East Nusa Tenggara. Jurnal Kesehatan Masyarakat Tropis, 11(2), 88–97.
Mustafa, M., et al. 2023. Mosquito repellent use and malaria incidence in Sangadji Village, Ternate City. Promotive Preventive Journal, 6(2), 211–217.
Nankabirwa, J. I., Yeka, A., & Staedke, S. G. (2023). Factors associated with malaria resurgence in mining communities of Sub-Saharan Africa. Malaria Journal, 22(3), 251–264
Nasir, M., Wahyudi, A., & Fitriana, L. (2021). Nighttime activities and the risk of malaria in East Luwu Regency. Indonesian Public Health Media, 17(4), 258–267.
Nasution, R., Purba, T., & Lumbantoruan, E. (2022). Analysis of behavioral factors affecting malaria incidence in rural communities in North Sumatra. Indonesian Journal of Environmental Health, 21(1), 33–42.
Nasution, R., Simbolon, A., & Harahap, D. (2022). Environmental and behavioral factors affecting malaria incidence in mining areas of Kalimantan. Journal of Tropical Epidemiology, 9(2), 75–84.
Notoadmodjo, S. (2018). Health Promotion and Behavioral Science. Jakarta: Rineka Cipta.
Nurmala, S., Hidayati, T., & Asnawi, T. (2024). Risk Factors for Malaria Incidence in the Gold Mining Area of Ketapang District. Journal of Tropical Public Health, 15(2), 88–96.
Olapeju, B., et al. 2022. Malaria care-seeking and treatment ideation among gold miners in Guyana. Malaria Journal, 21, 29.
Pasang, M. T., et al. 2023. The relationship between patients' knowledge, attitudes, and behaviors and the incidence of malaria. MAHESA: Malahayati Health Student Journal, 3(1), 246–260
Pasangka, O., et al. 2023. Education on malaria prevention, examination, and treatment at the Abepura Community Health Center. EBAMUKAI: Journal of Science and Technology Service, 1(1), 33–39.
Putra, A. R., Rahmadani, D., & Yusuf, M. (2023). Nighttime behavior and its relationship with malaria incidence in endemic areas. Journal of Health Research, 9(3), 120–129.
Putra, R., Hidayat, M., & Sulastri, N. (2023). Environmental and behavioral factors associated with malaria incidence in endemic areas of South Sumatra. Andalas Public Health Journal, 17(1), 101–110.
Putra, Y., Mahmud, R., & Idris, S. (2020). The relationship between environmental conditions and the presence of Anopheles mosquito breeding sites with malaria incidence in Central Mamuju Regency. Indonesian Journal of Environmental Health, 19(1), 13–22.
Putri, R., Gunawan, H., & Fauziah, D. (2023). Human-vector-environment interactions in malaria epidemiology in endemic areas of Indonesia. Jurnal Biomedik Tropis, 9(1), 42–51.
Rahim, A., Sitorus, T., & Maulana, E. (2022). Analysis of environmental factors on malaria incidence in Mimika Regency. Journal of Tropical Biomedicine, 10(3), 152–160.
Rahim, A., Sitorus, T., & Maulana, E. (2023). Relationship between nighttime activities and malaria incidence among mine workers in Halmahera. Tropical Biomedical Journal, 11(1), 81–90.
Rahim, N., Dewi, S., & Pratama, H. (2022). Analysis of risk perception and malaria prevention behavior in endemic areas of East Nusa Tenggara. Indonesian Journal of Epidemiology, 8(1), 45–54.
Rahmadani, A., & Yusuf, M. (2022). Vector density and its relationship with malaria incidence in Kapuas Hulu District. Journal of Tropical Public Health, 8(2), 78–86.
Rahmadani, D., Yusuf, M., & Pratama, H. (2023). The relationship between length of stay and malaria incidence among mine workers in Central Kalimantan. Indonesian Journal of Environmental Health, 21(1), 42–51.
Rahman, A., & Yusuf, M. (2020). The role of community knowledge in reducing malaria incidence in mining areas in Central Sulawesi. Journal of Public Health and Epidemiology, 9(2), 72–81.
Rahman, M. A., & Lestari, D. 2024. Field evaluation of larval sampling and light traps for malaria surveillance. Asian Pacific Journal of Tropical Medicine, 17(1), 21–29.
Rahman, N., Yusuf, M., & Dewi, F. (2023). Self-efficacy and malaria prevention behaviors in rural communities. Indonesian Journal of Health Sciences, 15(1), 101–110.
Rehman, S., Rantam, F. A., Rehman, A., Effendi, M. H., & Shehzad, A. (2021). Knowledge, attitudes, and practices toward rabies in three provinces of Indonesia. Veterinary World, 14(9), 2518–2526.
Rosenstock, I. M. (1974). Historical Origins of the Health Belief Model. Health Education Monographs, 2(4), 328–335.
Safitri, Y., Idris, H., & Nasution, D. S. (2024). Risk factors for malaria among forest workers in Aceh Besar District. Indonesian Journal of Public Health, 19(2), 89–96.
Samosir, T., & Irianto, M. 2022. Effectiveness of different mosquito trapping methods in capturing adult Anopheles in semi-rural areas. Tropical Biomedicine Journal, 40(2), 98–106.
Santos, C. L., Oliveira, R. T., & Costa, M. S. (2022). Mining activities and their influence on malaria transmission: A systematic review. Malaria Journal, 21(1), 112.
Sari, W., Lestari, D., & Gunawan, A. (2022). The relationship between knowledge levels and malaria prevention behaviors in rural communities in West Kutai. Mulawarman Public Health Journal, 4(1), 55–63.
Satria, D., Wulandari, L., & Harimurti, S. (2023). Vector control challenges: Insecticide resistance among Anopheles spp. in Eastern Indonesia. Malaria Journal of Indonesia, 15(2), 92–101.
Sihombing, E., Handayani, A., & Lubis, D. (2024). Effectiveness of insecticide-treated bed nets in reducing malaria incidence in endemic areas. Jurnal Kesehatan Tropika, 12(1), 66–75.
Silva, J. M., Ferreira, C. A., & Lima, D. S. 2022. Gold mining and malaria: A cross-sectional study in Brazilian Amazon. Environmental Research, 212, 113204.
Siregar, A., Gultom, R., & Hutabarat, T. (2023). Dynamics of malaria vector habitats in mining environments and densely populated settlements. Journal of Health Entomology, 9(2), 89–98.
Siregar, N., Lubis, A. M., & Hasibuan, R. (2022). Analysis of community behavior towards malaria incidents in rural areas. Journal of Environmental Health Sciences, 14(1), 55–63.
Siregar, N., Lubis, A. M., & Sembiring, R. (2023). The impact of mining activities on the risk of malaria transmission in endemic areas of North Sumatra. Journal of Tropical Public Health, 11(2), 115–123.
Sitorus, E., Manalu, R., & Lubis, T. (2023). The influence of risk perception on malaria prevention behavior in rural communities. Journal of Tropical Health Sciences, 12(2), 120–129.
Sitorus, T., & Hidayah, R. (2023). Self-efficacy and malaria incidence in remote communities of South Kalimantan. Journal of Tropical Epidemiology, 8(3), 65–74.
Sood, S., et al. (2024). Impact of a social and behavior change campaign and volunteer malaria testers in mining communities: program evaluation. Frontiers in Communication, 9(1462943).
Subekti, R. A., Wijayanti, M. A., & Nugroho, W. (2022). Nighttime Activities and Malaria Risk in Mining Communities. Journal of Health, 18(1), 112–118.
Sukowati, S., Yuliani, D., & Wibisono, H. (2023). Partial immunity to malaria in high-endemic areas: An epidemiological study and prevention implications. Jurnal Biomedik Tropis, 15(3), 144–153.
Susanto, H. (2020). Nighttime outings and their relationship to malaria incidence in West Kalimantan. Journal of Tropical Health Research, 7(2), 89–98.
Tahulending, J. M. F., et al. (2024). Behavior of Anopheles sp., the vector of malaria disease on Lembeh Island, Bitung City, North Sulawesi. Journal of Marine Biology, 14(2).
Tambunan, R. A., & Sitompul, J. 2022. Perception of Malaria Risk among Workers in Endemic Areas of Papua. Journal of Epidemiology and Environmental Health, 11(1), 27–34.
Tesema, T., & Alemu, A. (2023). Risk perception and preventive behavior toward malaria infection among mining workers in western Ethiopia. Journal of Public Health and Epidemiology, 15(2), 89–99
Tiono, A. B., & Sugiarto, H. (2024). Environmental modification as an integrated strategy to control malaria vector breeding sites. Asian Pacific Journal of Tropical Biomedicine, 14(1), 8–16.
Utami, N., Marthen, S., & Widodo, T. (2021). History of infection and partial immunity to malaria in endemic areas of Mimika Regency, Papua. Jurnal Biomedis Tropis, 11(2), 77–88.
Wahyuni, S., Rachmad, A., & Laila, F. 2023. Level of Knowledge and Malaria Prevention Measures in Endemic Villages. Journal of Community Health, 12(3), 45–52.
Wati, R., Kurniawan, H., & Amir, L. (2022). The relationship between length of stay and environmental conditions with malaria incidence in East Kutai. Journal of Environmental Health, 14(3), 99–108.
WHO. (2022). World Malaria Report 2022. Geneva: World Health Organization.
WHO. (2023). Guidelines for Malaria Control and Elimination. Geneva: World Health Organization.
Wijaya, A., Santoso, A., & Ramadhani, R. (2023). Surveillance of larvae and adult mosquitoes in the malaria elimination program in Eastern Indonesia. Journal of Health Ecology, 22(1), 11–20.
World Health Organization. (2023). World Malaria Report 2023: Progress and challenges toward malaria elimination. Geneva: WHO
World Health Organization. (2024). World Malaria Report 2024. Geneva: WHO Press
World Health Organization. 2019. World Malaria Report 2019. Geneva: WHO.
World Health Organization. 2023. Guidelines for malaria vector surveillance and control. Geneva: WHO.
World Health Organization. 2023. World Malaria Report 2023. Geneva: WHO.
World Health Organization. 2024. World Malaria Report 2024: Regional Briefing for South-East Asia.
World Health Organization. 2024. World Malaria Report 2024: Vector Surveillance and Resistance Monitoring. Geneva: WHO.
Wulandari, D., Prasetyo, I., & Nur, S. (2022). The environmental impact of mining on increased malaria risk in endemic areas of Kalimantan. Jurnal Kesehatan Tropis, 15(2), 58–67.
Wulandari, D., Prasetyo, I., & Nur, S. (2023). Environmental factors and community behavior in the sustainability of malaria vectors in mining areas of Sulawesi. Indonesian Journal of Tropical Health, 15(2), 58–69
Wulandari, E., Tandi, J., & Rahayu, N. (2023). Anopheles vector density and its relationship with malaria incidence in Mimika Regency. Journal of Vectors and Tropical Diseases, 12(1), 21–31.
Wulandari, R., Samosir, M., & Ririhena, J. (2023). History of malaria and its relationship with malaria incidence in Mimika Regency, Papua. Indonesian Journal of Public Health, 18(2), 115–123.
Yudhantara, R., Prasetyo, A. A., & Wulandari, R. D. (2023). Malaria risk in illegal mining areas in Indonesia: A literature review and policy perspective. Indonesian Journal of Environmental Health, 22(1), 15–23.
Yudhita, R. & Manurung, D. S. (2023). Vector control challenges in mining zones of Papua: A cross-sectional entomological survey. Indonesian Journal of Public Health Entomology, 10(2), 55–64.
Yuliana, D., Wibowo, S., & Arsyad, M. (2022). The relationship between self-efficacy and environmental support for malaria prevention behavior. Journal of Environmental Health, 14(1), 55–63.
Yuliana, P., Nggadas, F., & Nur, H. (2023). The relationship between risk perception and malaria prevention actions in East Sumba. Journal of Public Health, 18(1), 87–95
Yuliani, F., Mahmud, M., & Syukur, M. (2023). Behavioral and Environmental Factors in Malaria Incidence in Small-Scale Mining. Journal of Public Health Science, 19(2), 101–110.
Yulianto, A., Rahayu, E., & Setiawan, T. (2023). Analysis of determinants of malaria incidence in mining areas: An environmental epidemiological study. Tropical Biomedical Journal, 15(1), 60–69.
Yulidar, M., Nasution, R. H., & Ahmad, L. (2024). Behavioral and environmental risk factors of malaria among artisanal gold miners in Sulawesi, Indonesia. International Journal of Environmental Health Research, 34(5), 612–625
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