Environmental determinants of leprosy: A spatial analysis
DOI:
https://doi.org/10.61511/srsd.v3i1.2026.2594Keywords:
leprosy, spatial analysis, environmental, moran’s i, geodaAbstract
Background: Leprosy, or Morbus Hansen, remains one of the neglected tropical diseases (NTDs) that continues to pose major public health challenges in Indonesia. This study aims to analyze the spatial relationship between handwashing behavior with soap, access to healthy housing, and indoor air quality with leprosy incidence in East Java Province in 2022. Methods: An ecological study design was employed using secondary data obtained from the East Java Provincial Health Office. Spatial analysis was conducted using Moran’s I and Local Indicators of Spatial Association (LISA) through the GeoDa software to identify both global and local spatial autocorrelation patterns. Findings: The results revealed a negative spatial autocorrelation between household handwashing behavior and access to healthy housing with leprosy incidence (p < 0.05). This indicates that areas with lower handwashing practices and limited access to healthy housing tend to have higher leprosy case clusters. Meanwhile, indoor air quality showed no significant spatial association (p > 0.05). High-risk clusters were identified in Bangkalan, Pamekasan, and Sampang, while low-risk clusters were found in Magetan, Ponorogo, and Tulungagung. Conclusion: These findings highlight the need to integrate behavioral and environmental factors into leprosy prevention strategies, particularly through geographically targeted hygiene promotion and housing improvement programs in high-risk districts. Strengthening sanitation infrastructure and aligning leprosy control efforts with local development policies may help reduce spatial disparities in transmission. Future research should employ longitudinal data and incorporate broader social and biological determinants to better understand leprosy dynamics and inform more precise, evidence-based interventions. Novelty/Originality of this article: This study introduces a spatial-environmental framework that links household hygiene behavior, healthy housing access, and indoor air quality to leprosy distribution. This research approach offers new insights into environmental pathways of leprosy transmission and supports geographically targeted public health interventions.
References
Adellya, D. V., Angraeni, S., & Thohari, I. (2024). The Relationship of Physical House Conditions and Individual Characteristics on Leprosy Incidence in Singgahan Primary Health Care Area : 4(5), 378–384. https://doi.org/10.35882/ijahst.v4i5.409
Adrianto, H., & Yuwono, N. (2018). Pengantar Blok Penyakit Tropis Dari Zaman Kuno Hingga Abad 21 Terkini. Pustaka Abadi. https://books.google.co.id/books?id=pLVyDwAAQBAJ&printsec=frontcover&hl=id#v=onepage&q&f=false
Amsikan, N. S., Riwu, Y. R., & Tira, D. S. (2019). Hubungan Faktor Risiko dengan Kejadian Penyakit Kusta di Kota Kupang Tahun 2018. Lontar : Journal of Community Health, 1(1), 7–15. https://doi.org/10.35508/ljch.v1i1.2152
Andinta, U. (2017). HUBUNGAN RUMAH SEHAT DAN KARAKTERISTIK INDIVIDU DENGAN KASUS KUSTA DI WILAYAH KERJA PUSKESMAS KEDUNGDUNG KECAMATAN KEDUNGDUNG KABUPATEN SAMPANG [Univeristas Airlangga]. https://repository.unair.ac.id/59177/
Chastonay, A. H. M., & Chastonay, O. J. (2022). Housing Risk Factors of Four Tropical Neglected Diseases: A Brief Review of the Recent Literature. Tropical Medicine and Infectious Disease, 7(7). https://doi.org/10.3390/tropicalmed7070143
da Conceição, J. R., Lopes, C. P. G., Ferreira, E. I., Epiphanio, S., & Giarolla, J. (2022). Neglected tropical diseases and systemic racism especially in Brazil: from socio-economic aspects to the development of new drugs. Acta tropica, 235(August), 106654. https://doi.org/10.1016/j.actatropica.2022.106654
Effendy, D. S., Jamal, T. M., & Lakawa, S. R. (2025). Review article Risk Factors Analysis of Leprosy Incidence in Coastal Areas : A Review. Journal of Health Science and Pharmacy, 2(1), 112–124. https://stikbar.org/ycabpublisher/index.php/jhsp/article/view/1179
Fadlila, A., Nurzila, U., of, R. A.-T. I. J., & 2022, undefined. (2022). THE RELATIONSHIP BETWEEN PHYSICAL CONDITIONS OF HOUSE AND SANITATION WITH LEPROSY CASE IN PATIENTS AT SUMBERGLAGAH. e-journal.unair.ac.id, 17(3), 395. https://doi.org/10.20473/ijph.v17i3.2022.395-405
Hasker, E., Cambau, E., Geluk, A., de Jong, B. C., Barreto, J., van Brakel, W., Mieras, L., Blok, D. J., Modali, S., Deps, P., Srikantam, A., Giné, A., Quao, B., Oraga, J., & Vollset, M. (2025). Interrupting transmission of Mycobacterium leprae: synthesis of new evidence and research recommendations. Leprosy Review, 96(2). https://doi.org/10.47276/lr.96.2.2025034
Hidayah, A. N. (2024). Penerapan Metode Fuzzy Geographically Weighted Clustering pada Pengelompokan Kabupaten/Kota di Provinsi Jawa Timur Berdasarkan Kasus Penyakit [UIN Malang]. http://etheses.uin-malang.ac.id/65340/
Hidayati, S. (2017). Sanitasi Rumah dan Personal Hygiene dengan Kejadian Penyakit Kusta Tipe Multi Basiler (Studi di Kecamatan Sumberbaru Kabupaten Jember Tahun 2016). In Digital Repository Universitas Jember (Nomor September 2019). https://repository.unej.ac.id/handle/123456789/85626
Ihsan, S. W., Fauziah, S., Inayah, S. Z., & Pabutung, S. M. (2025). Demographic Distribution of Leprosy Cases in South Sumatra Province : An Analysis of Health Profile Data , 2019 – 2023. Journal of Epidemiology and Health Science, 2(3), 2019–2023.
Khundi, M. J. (2023). Towards a framework for improved targeting of tuberculosis interventions: a spatial analysis of patient notification and prevalence survey data from urban Blantyre … [London School of Hygiene & Tropical Medicine]. https://researchonline.lshtm.ac.uk/id/eprint/4670919
Komalaningsih, S. (2017). HUBUNGAN PERSONAL HYGIENE DENGAN KEJADIAN PENYAKIT KUSTA DI RUMAH SAKIT KHUSUS KUSTA DR SITANALA KOTA TANGERANG TAHUN 2015. Jurnal Sehat Masada, XI(1), 1–13. http://ejurnal.stikesdhb.ac.id/index.php/Jsm/article/view/22
Lages, D. dos S., Maciel, I. C. L., Vidal, S. L., & Lana, F. C. F. (2025). Spatial, Social and Serological Factors in the Prevalence and Risk of Leprosy in Areas of High Endemicity: An Integrative Review. Infectious Disease Reports, 17(3), 1–11. https://doi.org/10.3390/idr17030057
Mishra, S. R., Dhimal, M., Bhandari, P. M., & Adhikari, B. (2017). Sanitation for all: The global opportunity to increase transgenerational health gains and better understand the link between NCDs and NTDs, a scoping review. Tropical Diseases, Travel Medicine and Vaccines, 3(1), 1–7. https://doi.org/10.1186/s40794-017-0051-3
Oliveira, N. G. de, Bortolomai, B. E., Bogado, A. C., & Dias-Baptista, I. M. F. (2025). Factors associated with the spatial distribution of leprosy: a systematic review of the published literature. Geospatial health, 20(2). https://doi.org/10.4081/gh.2025.1394
Owa, K., WAHYUNI, S., Ismayanti, G., & Kaswi, N. (2025). Kesehatan Lingkungan dalam Pengelolaan Penyakit Tropis. PT Optimal Untuk Negeri. https://books.google.co.id/books?id=JwN_EQAAQBAJ&printsec=copyright&hl=id&source=gbs_pub_info_r#v=onepage&q&f=false
Pertiwi, A. N. A. M., Martini, S., & Nasr, N. M. G. (2024). RELATIONSHIP BETWEEN BCG VACCINATION HISTORY AND THE INCIDENCE OF LEPROSY IN CHILDREN: A LITERATURE REVIEW. PERIODIC EPIDEMIOLOGY JOURNAL, 12(1), 1–8. https://doi.org/10.20473/jbe.v12i12024.1
Pertiwi, A. N. A. M., & Syahrul, F. (2024). Risk Factors for Leprosy: a Systematic Review. Indonesian Journal of Public Health, 19(3), 575–589. https://doi.org/10.20473/ijph.v19i3.2024.575-589
Pescarini, J. M., Strina, A., Nery, J. S., Skalinski, L. M., Andrade, K. V. F. de, Penna, M. L. F., Brickley, E. B., Rodrigues, L. C., Barreto, M. L., & Penna, G. O. (2018). Socioeconomic risk markers of leprosy in high-burden countries: A systematic review and meta-analysis. PLoS Neglected Tropical Diseases, 12(7). https://doi.org/10.1371/JOURNAL.PNTD.0006622
Prakoeswa, F. R. S., Ilhami, A. Z., Luthfia, R., Putri, A. S., Soebono, H., Husada, D., Notobroto, H. B., Listiawan, M. Y., Endaryanto, A., & Prakoeswa, C. R. S. (2020). Correlation Analysis between Household Hygiene and Sanitation and Nutritional Status and Female Leprosy in Gresik Regency. Dermatology Research and Practice, 2020. https://doi.org/10.1155/2020/4379825
Prameswari, A. (2024). Gambaran Epidemiologi Penyakit Kusta di Provinsi Jawa Timur Tahun 2022. The Indonesian Journal of Health Promotion, 7(6), 1495–1499. https://doi.org/https://doi.org/10.56338/mppki.v7i6.5119
Putri, D. A., Widia, Y., Alinda, M. D., & Romadhon, P. Z. (2026). THE ROLE OF ENVIRONMENTAL FACTORS IN SUPPORTING THE SPREAD OF LEPROSY IN DR SOETOMO HOSPITAL. International Journal of Health Science & Medical Research, 5(1), 29–44. https://www.leprosy-information.org/resource/role-environmental-factors-supporting-spread-leprosy-dr-soetomo-hospital
Qian, J., Ma, Y., Wei, Y., Peng, Z., Li, W., Zhang, T., Yin, F., & Shui, T. (2025). Socioeconomic determinants of the leprosy risk in Yunnan Province , China : a county-level spatiotemporal study. Frontiers in Public Health, April, 1–10. https://doi.org/10.3389/fpubh.2025.1427319
Rahmah, A. H., Dharmawan, R., & Rahardjo, S. S. (2018). Socioeconomic, Environmental, and Behavioral Determinants of Leprosy in Kediri, East Java. Journal of Epidemiology and Public Health, 03(02), 253–262. https://doi.org/10.26911/jepublichealth.2018.03.02.05
Silitonga, I., Nurjazuli, Sulistiyani, Budiyono, & Suhartono. (2026). Association Between Home Physical Environment, Individual Characteristics and Personal Hygiene and the Incidence of Leprosy in Cirebon Regency. Scientific Periodical of Public Health and Coastal Health, 8(1), 15–23. https://jurnal.uinsu.ac.id/index.php/contagion/article/view/27397
Soleman, S. R., & Agustiningtyas, I. (2025). Analysis of water , sanitation , and hygien e programs ’ impact on leprosy incidence in Indonesia : A secondary data analysis from the WHO Global Health Observatory. Medical Technology and Public Health Journal, 9(2). https://doi.org/10.33086/mtphj.v9i2.6522
Souza, G., Santos, C., & Lisboa, É. (2025). Water, Sanitation, and Hygiene in Urban Areas: A Review. Water (Switzerland), 17(17), 1–22. https://doi.org/10.3390/w17172634
Wasson, M. K., Whitson, C., Miller, B., Abebe, W., Tessema, B., Emerson, L. E., Anantharam, P., Tesfaye, A. B., & Fairley, J. K. (2022). Potential drivers of leprosy infection: A case–control study of parasitic coinfection and water, sanitation, and hygiene in North Gondar, Ethiopia. Frontiers in Tropical Diseases, 3(August), 1–14. https://doi.org/10.3389/fitd.2022.934030
World Health Organization. (2020). Ending the neglect to attain the sustainable development goals: a road map for neglected tropical diseases 2021–2030. World Health Organization. https://www.who.int/publications/i/item/9789240010352
World Health Organization. (2022). Global Leprosy (Hansen Disease) Update, 2021: Moving Towards Interruption of Transmission. In Weekly Epidemiological Record. World Health Organization. https://www.who.int/publications/i/item/who-wer9736-429-450
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