Social Determinants of Covid-19 Morbidity in Indonesia: Observational District Level Analysis

Ade Heryana (1) , Wiku Adisasmito (2) , Dumilah Ayuningtyas (3)
(1) Public Health Department, Faculty of Health Sciences, Universitas Esa Unggul, Jakarta, Indonesia, Indonesia,
(2) Faculty of Public Health, Universitas Indonesia, Depok, Indonesia, Indonesia,
(3) Faculty of Public Health, Universitas Indonesia, Depok, Indonesia, Indonesia

Abstract

Since the COVID-19 pandemic globally struggled in late 2019, the global community has become aware that outbreaks of infectious diseases are associated with conditions beyond health factors, such as social, economic, demographic, geographic, and lifestyle. This paper aims to identify the influence of Social Determinants of Health (SDOH) on COVID-19 morbidity rates in Indonesia. The study analyzed morbidity cases during the second wave of the COVID-19 pandemic, namely the Delta variant wave. Multivariate analysis with linear regression was used to determine the predictors that affect COVID-19 morbidity in 128 districts/cities of the Java and Bali isles, which were controlled by the pandemic stages including pre, resurgence, decline, and post. Morbidity data was collected cross-sectionally from the National COVID-19 Task Force dataset and the social determinant of the 2021 Central Statistics Agency report. The number of health facilities is the most influential characteristic of the regency/city to COVID-19 morbidity at the pre-and resurgence-pandemic stages. The ratio of the immune population is the most influential characteristic when the pandemic experiences a decline stage; meanwhile, during the post-pandemic, the second dose of vaccination is the most influential characteristic. We recommended that testing, tracing, quarantine, and isolation intervention should be prioritized in the districts/cities with higher health facilities (pre- and resurgence-stage), higher herd immunity (decline-stage), and booster vaccination (post-stage). Social determinants of health are suggested to be used as a basis for predicting the risk factors for an outbreak of infectious diseases in a region and contributing to different SDOH factors in different outbreak stages.

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References

1. Vellas, C., Delobel, P., Barreto, P, D, S. & Izopet, J. Covid-19, Virology and Geroscience: A Perspective. The Journal of Nutrition, Health and Aging. 2020;24(7): 685-691. https://doi.org/10.1007/s12603-020-1416-2

2. WHO. WHO Director-General’s Opening Remarks at the Media Briefing on COVID-19 - 11 March 2020. Geneva: World Health Organization; 2020. https://www.who.int/director-general/speeches/detail/who-director-general-s-opening-remarks-at-the-media-briefing-on-covid-19---11-march-2020

3. Vermonte, P. & Wicaksono, T. Y. Karakteristik dan Persebaran COVID-19 di Indonesia: Temuan Awal. CSIS Commentaries DMRU-043-I. 2020:1–12 https://csis.or.id/publication/karakteristik-dan-persebaran-covid-19-di-indonesia-temuan-awal/

4. Hejaz, H. A. Palestinian Strategies, Guidelines, and Challenges in the Treatment and Management of Coronavirus Disease-2019 (COVID-19). Avicenna Journal of Medicine. 2020;10(04):135–162. https://doi.org/10.4103/ajm.ajm_171_20

5. Wang, J, M. Early Response to COVID-19: A Pre-Vaccine Policy Comparison. Voices in Bioethics. 2022;8(2022):1-7. https://doi.org/10.52214/vib.v8i.9445

6. Mensua, A., Mounier-Jack, S. & Coker, R. Pandemic Influenza Preparedness in Latin America: Analysis of National Strategic Plans. Health Policy and Planning. 2009;24(4): 253–260. https://doi.org/10.1093/heapol/czp019

7. Tebbens, R. J.D., Pallansch, M. A., Wassilak, S. G. F., Cochi, S. L. & Thompson, K. M. Characterization of Outbreak Response Strategies and Potential Vaccine Stockpile Needs for the Polio Endgame. BMC Infectious Disease. 2016;16(137):1-19. https://doi.org/10.1186/s12879-016-1465-7

8. Pandey, A., Prakash, A., Agur, R. & Maruvada, G. Determinants of COVID-19 Pandemic in India: An Exploratory Study of Indian States and Districts. Journal of Social and Economic Development. 2021;23:248–279. https://doi.org/10.1007/s40847-021-00154-0

9. Hoven, H., Dragano, N., Angerer, P., Apfelbacher, C et al. Striving for Health Equity: The Importance of Social Determinants of Health and Ethical Considerations in Pandemic Preparedness Planning. International Journal of Public Health. 2022;67:1-5. https://doi.org/10.3389/ijph.2022.1604542

10. Lee, M., Ju, Y. & You, M. The Effects of Social Determinants on Public Health Emergency Preparedness Mediated by Health Communication: The 2015 MERS Outbreak in South Korea. Health Communication. 2020;35:1396-1406. https://doi.org/10.1080/10410236.2019.1636342

11. Cartaxo, M. F. S. et al. Social Determinants of Health Associated with Topical Repellent Use in Pregnancy: A Cross-Sectional Study During a Zika Outbreak in Brazil. Transactions of the Royal Society of Tropical Medicine & Hygiene. 2019;113(2):65–73. https://doi.org/10.1093/trstmh/try114

12. Iyanda, A. E., Adeleke, R., Lu, Y., Osayomi, T., et al. A Retrospective Cross-National Examination of COVID-19 Outbreak in 175 Countries: A Multiscale Geographically Weighted Regression Analysis (January 11-June 28, 2020). Journal of Infection and Public Health. 2020;13(10):1438–1445. https://doi.org/10.1016/j.jiph.2020.07.006

13. Gomez-Aguinaga, B., Dominguez, M. S. & Manzano, S. Immigration and Gender as Social Determinants of Mental Health During the COVID-19 Outbreak: The Case of US Latina/os. International Journal of Environmental Research and Public Health. 2021;18(11):1-14. https://doi.org/10.3390/ijerph18116065

14. Ribeiro, F., Schroder, V. E., Kruger, R., et al. The Evolution and Social Determinants of Mental Health During the First Wave of the COVID-19 Outbreak in Luxembourg. Psychiatry Research. 2021;303. https://doi.org/10.1016/j.psychres.2021.114090

15. Sujatha, C., Sudha, R., Surendran, A. T., Reghukumar, A., et al. Social, Health System and Clinical Determinants of Fever Mortality During an Outbreak of Dengue Fever in Kerala, India. Journal of Family Medicine and Primary Care. 2021;10(5): 1998-2005. https://doi.org/10.4103/jfmpc.jfmpc_2434_20

16. Surendra, H., Praptiningsih, C. Y., Ersanti, A. M, Rahmat, M., Noviyanti, W., Harmani, J. A. D., et al. Clinical Characteristics and Factors Associated with COVID-19-Related Mortality and Hospital Admission During the First Two Epidemic Waves in 5 Rural Provinces in Indonesia: A Retrospective Cohort Study. PLoS One. 2023;18(3). https://doi.org/10.1371/journal.pone.0283805

17. Sumiati, Aini, N. & Tama, T. D. Sex and Age Differences in the COVID-19 Mortality in East Jakarta, Indonesia: Analysis of COVID-19 Surveillance System. Journal of Public Health in Africa. 2022;13(S2). https://doi.org/10.4081/jphia.2022.2420

18. Febrianti, T., Salama, N., Inggariwati & Oktavia, D. Determinant Factors of Mortality in Pre-elderly and Elderly Patients with COVID-19 in Jakarta, Indonesia. Journal of Preventive Medicine and Public Health. 2023;56(3):231-237. https://doi.org/10.3961/jpmph.23.008 19. Kurniyanto, Setianegari, Y., Kurniaty, L., Luhulima, D. E. J., Utomo, B, S. R., Langi, L. A., et al. Factors Associated with Death and ICU Referral Among COVID-19 Patients Hospitalized in the Secondary Referral Academic Hospital in East Jakarta, Indonesia. Journal of Clinical Virology Plus. 2022;2(2). https://doi.org/10.1016/j.jcvp.2022.100068

20. Handayani, S., Nuraini, S., Pawitaningtyas, I. & Kurniawan, A. Determinants of Public Compliance in Face Mask Wearing to Prevent COVID-19 Transmission in Indonesia. International Journal of Public Health Science. 2022;11(4):1241-1248. http://doi.org/10.11591/ijphs.v11i4.21882

21. WHO. Health Topics: Social Determinants of Health. World Health Organization; 2023. https://www.who.int/health-topics/social-determinants-of-health#tab=tab_1

22. Kim, S. Bin & Jeong, I. S. Social Determinants Related to COVID-19 Infection. Nursing & Health Sciences. 2022;24(2):499–507.

https://doi.org/10.1111/nhs.12947

23. Hawkins, D. Social Determinants of COVID-19 in Massachusetts, United States: An Ecological Study. Journal of Preventive Medicine and Public Health. 2020;53(4): 220–227. https://doi.org/10.3961/jpmph.20.256

24. Kim, K., Jeung, Y. Do, Choi, J. & Park, S. K. Social and Policy Determinants of COVID-19 Infection Across 23 Countries: An Ecological Study. Journal of Preventive Medicine and Public Health. 2022;55(2):144–152. https://doi.org/10.3961/jpmph.21.396

25. Morante-García, W., Zapata-Boluda, R. M., García-González, J., Campuzano-Cuadrado, P., et al. Influence of Social Determinants of Health on COVID-19 Infection in Socially Vulnerable Groups. International Journal of Environmental Research and Public Health. 2022;19(3). https://doi.org/10.3390/ijerph19031294

26. Lachman, P. Where to Make a Difference: Research and the Social Determinants in Pediatrics and Child Health in the COVID-19 Era. Pediatric Research. 2021;89:259–262. https://doi.org/10.1038/s41390-020-01253-0

27. Duarte, R., Aguiar, A., Furtado, M. P., K. Lönnrot. S. T., et al. Different Disease, Same Challenges: Social Determinants of Tuberculosis and COVID-19. Pulmonology. 2021;27(4):338–344. https://doi.org/10.1016/j.pulmoe.2021.02.002

28. Beltran, R. M., Holloway, A. W., Hong, C., Miyashita, A., Cordero, L., et al. Social Determinants of Disease: HIV and COVID-19 Experiences. Current HIV/AIDS Reports. 2022;19:101–112. https://doi.org/10.1007/s11904-021-00595-6

29. ME Abu-Rmeileh, N., Wahdan, Y., Mehrtash, H., Hamad, K. A., et al. Exploring Women’s Experiences During Childbirth in Health Facilities During COVID-19 Pandemic in Occupied Palestinian Territory: A Cross-Sectional Community Survey. BMC Pregnancy Childbirth. 2022;22(957). https://doi.org/10.1186/s12884-022-05265-y

30. Fovet, T., Lancelevee, C., Eck, M., Scouflaire, T., Becache, E., et al. Mental Health Care in French Correctional Facilities During the Covid-19 Pandemic. Encephale. 2020;46(3): S60-S65. https://doi.org/10.1016/j.encep.2020.05.002

31. Girianto, P. W. R., Setyorini, D. & Untaminingtyas, S. Anxiety in The Elderly is Related to an Interest in Visiting Health Facilities During The COVID-19 Pandemic. Jurnal Ners dan Kebidanan (Journal of Ners and Midwifery). 2023;10(1):46-52. https://doi.org/10.26699/jnk.v10i1.ART.p046-052

32. Murima, W. H., Prayogi, A. R. Y., Rahvy, A. P., Djunaedi, N. & Dhamanti, I. Telemedicine Use in Health Facility During Covid-19 Pandemic: Literature Review. Indonesian Journal of Health Administration. 2022;10 (2):251–260. https://doi.org/10.20473/jaki.v10i2.2022.251-260

33. Sajer, B., Essam Zarei, A., Alharshani, F., Alshehri, A. & Faidah, L. Knowledge, Levels of Acceptance and Hesitancy of COVID-19 Vaccine Among General Population of the Kingdom of Saudi Arabia. International Journal of Clinical Case Reports and Reviews. 2022; 12(2):1–7. https://doi.org/10.31579/2690-4861/271

34. Oh, J., Kim, S., Ryu, B., Shin, M. & Kim, B. I. Herd Immunity: Challenges and the Way Forward in Korea. Epidemiology and Health. 2021;43. https://doi.org/10.4178/epih.e2021054

35. Ghazy, R. M., Abdou, M. S., Awaidy, S., Sallam, M., Elbarazi, I., Youssef, N., et al. Acceptance of COVID-19 Vaccine Booster Doses Using the Health Belief Model: A Cross-Sectional Study in Low-Middle- and High-Income Countries of the East Mediterranean Region. International Journal of Environmental Research and Public Health. 2022;19(19). https://doi.org/10.3390/ijerph191912136

36. Shiri, T., Evans, M., Talarico, C. A., Morgan, A. R., Mussad, M., et al. The Population-Wide Risk-Benefit Profile of Extending the Primary COVID-19 Vaccine Course Compared with an mRNA Booster Dose Program. Vaccines. 2022;10(2). https://doi.org/10.3390/vaccines10020140

37. Alshahrani, N. Z. et al. Uptake of COVID-19 Booster Dose Among Saudi Arabian Population. Medicina (Lithuania). 2022; 58(7). https://doi.org/10.3390/medicina58070972

38. Nguyen, K. H. et al. Who has not been vaccinated, fully vaccinated, or boosted for COVID-19? American Journal of Infection Control. 2022;50(10):1185–1189. https://doi.org/10.1016/j.ajic.2022.05.024

Authors

Ade Heryana
heryana@esaunggul.ac.id (Primary Contact)
Wiku Adisasmito
Dumilah Ayuningtyas
Author Biographies

Ade Heryana, Public Health Department, Faculty of Health Sciences, Universitas Esa Unggul, Jakarta, Indonesia

Public Health Department, Faculty of Health Sciences, Universitas Esa Unggul, Jakarta, Indonesia

Wiku Adisasmito, Faculty of Public Health, Universitas Indonesia, Depok, Indonesia

Faculty of Public Health, Universitas Indonesia, Depok, Indonesia

Asia Partnership on Emerging Infectious Disease Research (APEIR), Colorado State University, Connecting Organisations for Regional Disease Surveillance (CORDS), Indonesia One Health University Network (INDOHUN), Institut Pertanian Bogor, South East Asia One Health University Network (SEAOHUN), Universitas Indonesia

Dumilah Ayuningtyas, Faculty of Public Health, Universitas Indonesia, Depok, Indonesia

Professor of Health Administration and Policy, Faculty of Public Health, Universitas Indonesia, Depok, Indonesia

Heryana, A., Adisasmito, W., & Ayuningtyas, D. (2025). Social Determinants of Covid-19 Morbidity in Indonesia: Observational District Level Analysis. Media Kesehatan Masyarakat Indonesia, 21(1), 14–23. https://doi.org/10.30597/mkmi.v21i1.33183

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