The Social Determinants of an Infectious Disease Outcome: Age, Occupation, and Stigma in Drug-Resistant Tuberculosis in Indonesia
DOI:
https://doi.org/10.38035/dijemss.v8i1.6391Keywords:
Adherence, Social, Economic, Drug-resistantAbstract
This study examines the associations between socioeconomic factors, including age, occupation, and stigma, and treatment outcomes among patients with drug-resistant tuberculosis in Indonesia. Drug-resistant tuberculosis (DR-TB) remains a major obstacle to global tuberculosis elimination efforts, with lower treatment success rates compared to drug-susceptible TB. This study aims to analyze the social determinants of infectious disease outcomes specifically age, occupation, and stigma in relation to cure status among DR-TB patients in Indonesia. This study was conducted using an observational study with a cross-sectional design in 10 cities of 8 provinces, with a sample size of 214 subjects. Data collection was conducted using structured interviews and questionnaires. The inclusion criteria for this study were patients aged ≥17 years, who signed the informed consent. Exclusion criteria were extrapulmonary drug-resistant tuberculosis patients. Data analysis was performed using SPSS 23.0 and bivariate analysis using chi-square or Fisher's test with a p-significance value <0.05. The bivariate analysis showed significant associations between cure status and age (p = 0.020), occupational status (p = 0.004), income (p = 0.015), and occupational ostracization (p = 0.013). Age, employment status, income, and workplace ostracization were significantly associated with cure status among patients with drug-resistant tuberculosis. Addressing these determinants is essential to improving DR-TB cure rates in Indonesia.
Penelitian ini menganalisis faktor-faktor sosial yang memengaruhi hasil pengobatan penyakit menular, yaitu usia, pekerjaan, dan stigma pada tuberkulosis resisten obat di Indonesia. Tuberkulosis resisten obat (TB-DR) tetap menjadi hambatan utama dalam upaya eliminasi tuberkulosis secara global, dengan tingkat keberhasilan pengobatan yang lebih rendah dibandingkan dengan TB yang sensitif terhadap obat. Penelitian ini bertujuan untuk menganalisis faktor-faktor sosial yang memengaruhi hasil penyakit menular, khususnya usia, pekerjaan, dan stigma dalam kaitannya dengan status kesembuhan di antara pasien TB-DR di Indonesia. Penelitian ini dilakukan dengan menggunakan studi observasional dengan desain cross-sectional di 10 kota di 8 provinsi, dengan ukuran sampel sebanyak 214 subjek. Pengumpulan data dilakukan melalui wawancara terstruktur dan kuesioner. Kriteria inklusi dalam studi ini adalah pasien berusia ≥17 tahun yang telah menandatangani formulir persetujuan. Kriteria eksklusi adalah pasien tuberkulosis resisten obat ekstrapulmoner. Analisis data dilakukan menggunakan SPSS 23.0 dan analisis bivariat dengan uji chi-square atau uji Fisher dengan nilai signifikansi p <0,05. Analisis bivariat menunjukkan adanya hubungan yang signifikan antara status kesembuhan dan usia (p = 0,020), status pekerjaan (p = 0,004), pendapatan (p = 0,015), serta pengucilan di tempat kerja (p = 0,013). Faktor-faktor sosioekonomi, termasuk usia, pekerjaan, pendapatan, dan stigma di tempat kerja, secara signifikan memengaruhi hasil pengobatan pada pasien TB-DR. Mengatasi faktor-faktor penentu ini sangat penting untuk meningkatkan tingkat kesembuhan TB-DR di Indonesia.
References
Ahdiyah, N. N., Andriani, M., & Andriani, L. (2022). Tingkat Kepatuhan Penggunaan Obat Anti Tuberkulosis Pada Pasien TB Paru Dewasa Di Puskesmas Putri Ayu. Lumbung Farmasi: Jurnal Ilmu Kefarmasian, 3(1), 23. https://doi.org/10.31764/lf.v3i1.6817
Aït Moussa, L., El Bouazzi, O., Serragui, S., Soussi Tanani, D., Soulaymani, A., & Soulaymani, R. (2016). Rifampicin and isoniazid plasma concentrations in relation to adverse reactions in tuberculosis patients: a retrospective analysis. Therapeutic Advances in Drug Safety, 7(6), 239–247. https://doi.org/10.1177/2042098616667704
Alharbi, F., Bahnassi, A., & Alonazie, W. (2016). Attitude, knowledge and experience of hospital pharmacists with pharmacovigilance in a region in Saudi Arabia: A cross-sectional study. Tropical Journal of Pharmaceutical Research, 15(8), 1773–1779. https://doi.org/10.4314/tjpr.v15i8.25
Avong, Y. K., Jatau, B., Gurumnaan, R., Danat, N., Okuma, J., Usman, I., Mordi, D., Ukpabi, B., Kayode, G. A., Dutt, S., El-Tayeb, O., Afolabi, B., Ambrose, I., Agbaji, O., Osakwe, A., Ibrahim, A., Ogar, C., Nosiri, H., Avong, E. B., … Ogundahunsi, O. A. T. (2018). Addressing the under-reporting of adverse drug reactions in public health programs controlling HIV/AIDS, Tuberculosis and Malaria: A prospective cohort study. PloS One, 13(8), e0200810. https://doi.org/10.1371/journal.pone.0200810
Caminero, J. A., Singla, R., Scardigli, A., Gupta, A., Pérez-Mendoza, G., & Mendoza-Ticona, A. (2023). The basis of tuberculosis treatment: fundamental concepts before treating a patient. ERS Monograph, 2023(101), 104–116. https://doi.org/10.1183/2312508X.10024522
Cho, S. H., Lee, H., Kwon, H., Shin, D. W., Joh, H. K., Han, K., Park, J. H., & Cho, B. (2022). Association of underweight status with the risk of tuberculosis: a nationwide population-based cohort study. Scientific Reports, 12(1), 1–8. https://doi.org/10.1038/s41598-022-20550-8
Diesty, U. A. F., Tjekyan, R. S., & Zulkarnain, M. Z. (2020). Medical Compliance Determinants for Tuberculosis Patients in Palembang. Jurnal Ilmu Kesehatan Masyarakat, 11(3), 272–284. https://doi.org/10.26553/jikm.2020.11.3.272-284
Dilas, D., Flores, R., Morales-García, W. C., Calizaya-Milla, Y. E., Morales-García, M., Sairitupa-Sanchez, L., & Saintila, J. (2023). Social Support, Quality of Care, and Patient Adherence to Tuberculosis Treatment in Peru: The Mediating Role of Nurse Health Education. Patient Preference and Adherence, 17(January), 175–186. https://doi.org/10.2147/PPA.S391930
Dirjen P2P. (2022). Laporan Program Penanggulangan Tuberkulosis Tahun 2021. Kemenkes RI, 1–147. https://tbindonesia.or.id/pustaka_tbc/laporan-tahunan-program-tbc-2021/
Duga, A. L., Salvo, F., Kay, A., & Figueras, A. (2023). Safety Profile of Medicines Used for the Treatment of Drug-Resistant Tuberculosis: A Descriptive Study Based on the WHO Database (VigiBase(®)). Antibiotics (Basel, Switzerland), 12(5). https://doi.org/10.3390/antibiotics12050811
El Bouazzi, O., Hammi, S., Bourkadi, J. E., Tebaa, A., Tanani, D. S., Soulaymani-Bencheikh, R., Badrane, N., & Bengueddour, R. (2016). First line anti-tuberculosis induced hepatotoxicity: Incidence and risk factors. Pan African Medical Journal, 25. https://doi.org/10.11604/pamj.2016.25.167.10060
Güner, M. D., & Ekmekci, P. E. (2019). Healthcare professionals’ pharmacovigilance knowledge and adverse drug reaction reporting behavior and factors determining the reporting rates. Journal of Drug Assessment, 8(1), 13–20. https://doi.org/10.1080/21556660.2019.1566137
Hamidi, S., Raharjo, S. S., & Wijaya, M. (2019). Path Analysis on the Determinants of Adherence to Anti Tuberculosis Drug Treatment in Kaur District, Bengkulu, Indonesia. Journal of Epidemiology and Public Health, 4(3), 205–214. https://doi.org/10.26911/jepublichealth.2019.04.03.08
Harfiani, E., . M., & Nurhakim, A. D. (2020). Faktor Apa Yang Mempengaruhi Rendahnya Tingkat Pengobatan Tuberkulosis di Lagoa Jakarta? JURNAL ILMIAH KESEHATAN MASYARAKAT : Media Komunikasi Komunitas Kesehatan Masyarakat, 12(3), 110–117. https://doi.org/10.52022/jikm.v12i3.80
Imam, F., Sharma, M., Obaid Al-Harbi, N., Rashid Khan, M., Qamar, W., Iqbal, M., Daud Ali, M., Ali, N., & Khalid Anwar, M. (2021). The possible impact of socioeconomic, income, and educational status on adverse effects of drug and their therapeutic episodes in patients targeted with a combination of tuberculosis interventions. Saudi Journal of Biological Sciences, 28(4), 2041–2048. https://doi.org/10.1016/j.sjbs.2021.02.004
Irawan, G. C., Margawati, A., & Rosidi, A. (2017). Underweight increases the risk of pulmonary tuberculosis in adult. Universa Medicina, 36(1), 4. https://doi.org/10.18051/univmed.2017.v36.4-10
Iskandar, J., Setiyowati, E., & Zahroh, C. (2023). Medication adherence and visiting compliance: interventions self-management education based on health belief model. Bali Medical Journal, 12(2), 1211–1216. https://doi.org/10.15562/bmj.v12i2.4302
Jiang, Y., Chen, J., Ying, M., Liu, L., Li, M., Lu, S., Li, Z., Zhang, P., Xie, Q., Liu, X., & Lu, H. (2023). Factors associated with loss to follow-up before and after treatment initiation among patients with tuberculosis: A 5-year observation in China. Frontiers in Medicine, 10(April), 1–9. https://doi.org/10.3389/fmed.2023.1136094
Khaitan, A., Rai, S. K., Krishnan, A., Gupta, S. K., Kant, S., & Khilnani, G. C. (2022). “Better to Die Than Take These Medicines”: A Community-Based Qualitative Study on the Determinants of Treatment Loss-to-Follow-Up in Tuberculosis Patients in District Faridabad, Haryana, India. Cureus, 14(5). https://doi.org/10.7759/cureus.25030
Kolte, I. V., Pereira, L., Benites, A., De Sousa, I. M. C., & Basta, P. C. (2020). The contribution of stigma to the transmission and treatment of tuberculosis in a hyperendemic indigenous population in Brazil. PLoS ONE, 15(12 December), 1–13. https://doi.org/10.1371/journal.pone.0243988
Lee, J. Y., Kwon, N., Goo, G. yeon, & Cho, S. il. (2022). Inadequate housing and pulmonary tuberculosis: a systematic review. BMC Public Health, 22(1), 1–12. https://doi.org/10.1186/s12889-022-12879-6
Lucya, V., & Arief, N. T. (2022). Factor Affecting Treatment Compliance in TB Patients. Jurnal Keperawatan Komprehensif (Comprehensive Nursing Journal), 8(4). https://doi.org/10.33755/jkk.v8i4.442
Massud, A., Syed Sulaiman, S. A., Ahmad, N., Shafqat, M., Chiau Ming, L., & Khan, A. H. (2022). Frequency and Management of Adverse Drug Reactions Among Drug-Resistant Tuberculosis Patients: Analysis From a Prospective Study. Frontiers in Pharmacology, 13(June), 1–15. https://doi.org/10.3389/fphar.2022.883483
Mayasari, E., Risnasari, D., & Chei, N. E. (2022). Analysis of Pulmonary Tuberculosis based on Home Sanitation in Sembung Hamlet, Margopatut East Java. STRADA Jurnal Ilmiah Kesehatan, 11(1), 78–83. https://doi.org/10.30994/sjik.v11i1.894
Mbuthia, G. W., Nyamogoba, H. D. N., Chiang, S. S., & McGarvey, S. T. (2020). Burden of stigma among tuberculosis patients in a pastoralist community in Kenya: A mixed methods study. PLoS ONE, 15(10 October), 1–14. https://doi.org/10.1371/journal.pone.0240457
Merid, M. W., Muluneh, A. G., Yenit, M. K., & Kassa, G. M. (2020). Treatment interruption and associated factors among patients registered on drug-resistant tuberculosis treatment in Amhara regional state, Ethiopia: 2010-2017. PloS One, 15(10), e0240564. https://doi.org/10.1371/journal.pone.0240564
Nasrullah, D., Hasanah, U., Choliq, I., Purnamasari, I., Firman, F., Syaifurrahman, I., & Fitriyani, V. (2023). Factors Affecting Tuberculosis (Tb) Patient Adherence To Anti-Tuberculosis Drug Therapy in Surabaya. Gaster, 21(1), 20–32. https://doi.org/10.30787/gaster.v21i1.1020
Nezenega, Z. S., Perimal‐lewis, L., & Maeder, A. J. (2020). Factors influencing patient adherence to tuberculosis treatment in ethiopia: A literature review. International Journal of Environmental Research and Public Health, 17(15), 1–12. https://doi.org/10.3390/ijerph17155626
Ngoc, N. B., Vu Dinh, H., Thuy, N. T., Quang, D. Van, Huyen, C. T. T., Hoa, N. M., Anh, N. H., Dat, P. T., Hoa, N. B., Tiemersma, E., & Nhung, N. V. (2021). Active surveillance for adverse events in patients on longer treatment regimens for multidrug-resistant tuberculosis in Viet Nam. PloS One, 16(9), e0255357. https://doi.org/10.1371/journal.pone.0255357
Nidoi, J., Muttamba, W., Walusimbi, S., Imoko, J. F., Lochoro, P., Ictho, J., Mugenyi, L., Sekibira, R., Turyahabwe, S., Byaruhanga, R., Putoto, G., Villa, S., Raviglione, M. C., & Kirenga, B. (2021). Impact of socio-economic factors on Tuberculosis treatment outcomes in north-eastern Uganda: a mixed methods study. BMC Public Health, 21(1), 1–16. https://doi.org/10.1186/s12889-021-12056-1
Peh, K. Q. E., Kwan, Y. H., Goh, H., Ramchandani, H., Phang, J. K., Lim, Z. Y., Loh, D. H. F., Østbye, T., Blalock, D. V., Yoon, S., Bosworth, H. B., Low, L. L., & Thumboo, J. (2021). An Adaptable Framework for Factors Contributing to Medication Adherence: Results from a Systematic Review of 102 Conceptual Frameworks. Journal of General Internal Medicine, 36(9), 2784–2795. https://doi.org/10.1007/s11606-021-06648-1
Perwitasari, D. A., Setiawan, D., Nguyen, T., Pratiwi, A., Rahma Fauziah, L., Saebrinah, E., Safaria, T., Nurulita, N. A., & Arfianti Wiraagni, I. (2022). Investigating the Relationship between Knowledge and Hepatotoxic Effects with Medication Adherence of TB Patients in Banyumas Regency, Indonesia. International Journal of Clinical Practice, 2022. https://doi.org/10.1155/2022/4044530
Putra, K. W. R., & Toonsiri, C. (2019). Factors related to the successful treatment of tuberculosis: A literature review. Belitung Nursing Journal, 5(4), 136–146. https://doi.org/10.33546/bnj.749
Rachmawati, D. S., Priyantini, D., & Aini, Q. (2020). Family Factors and Their Relation to the Treatment Adherence of Pulmonary TB Patients in Surabaya. Jurnal Ners, 15(2 Special Issue), 45–49. https://doi.org/10.20473/jn.v15i2.18909
Ravichandran, M., Rajaram, M., & Munusamy, M. (2022). Pharmacovigilance of Antitubercular Therapy in Tuberculosis. Cureus, 14(2), e21915. https://doi.org/10.7759/cureus.21915
Singh, S. K., Kashyap, G. C., & Puri, P. (2018). Potential effect of household environment on prevalence of tuberculosis in India: Evidence from the recent round of a cross-sectional survey. BMC Pulmonary Medicine, 18(1), 1–10. https://doi.org/10.1186/s12890-018-0627-3
Ulfah, U., Windiyaningsih, C., Abidin, Z., & Murtiani, F. (2018). Faktor-Faktor yang Berhubungan dengan Kepatuhan Berobat Pada Penderita Tuberkulosis Paru. The Indonesian Journal of Infectious Diseases, 4(1). https://doi.org/10.32667/ijid.v4i1.44
WHO. (2002). Safety of Medicines. World Health Organization Geneva, 2002(2002), 20.
WHO. (2006). The Safety of Medicines in Public health programmes: Pharmacovigilance an essential tool. WHO Library Cataloguing-in-Publication Data, 61. http://www.who.int/medicines/areas/quality_safety/safety_efficacy/Pharmacovigilance_B.pdf
World Health Organization, (WHO). (2022). WHO consolidated guidelines on tuberculosis. In WHO Press.
Yuniar, I., Wahyono, A., & Purnomo, H. (2023). Relationship of House Building Materials, Lighting and Occupational Density to the Incidence of Tuberculosis. Proceedings of the 3rd Borobudur International Symposium on Humanities and Social Science 2021 (BIS-HSS 2021), 378–382. https://doi.org/10.2991/978-2-494069-49-7_63
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Copyright (c) 2026 Meiyanti Meiyanti, Adang Bachtiar, Husnun Amalia, Nany Hairunisa, Pusparini Pusparini, Rita Khairani, Lie T. Merijanti, Henie Widowati, Mulia Rahmansyah, Dyah Ayu Woro, Agus Rahmat Hidayat

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