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The social epidemiology of tuberculosis in South Africa: A multilevel analysis

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  • Harling, Guy
  • Ehrlich, Rodney
  • Myer, Landon

Abstract

Increased risk of tuberculosis is widely recognized to be associated with increased poverty, yet there have been few analyses of the social determinants of tuberculosis, particularly in high-burden settings. We conducted a multilevel analysis of self-reported tuberculosis disease in a nationally representative sample of South Africans based on the 1998 Demographic and Health Survey (DHS). Individual and household-level demographic, behavioral and socioeconomic risk factors were taken from the DHS; data on community-level socioeconomic status (including measures of absolute wealth and income inequality) were derived from the 1996 national census. Of the 13,043 DHS respondents, 0.5% reported having been diagnosed with tuberculosis disease in the past 12 months and 2.8% reported having been diagnosed with tuberculosis disease in their lifetime. In a multivariate model adjusting for demographic and behavioral risk factors, tuberculosis diagnosis was associated with cigarette smoking, alcohol consumption and low body mass index, as well as a lower level of personal education, unemployment and lower household wealth. In a model including individual- and household-level risk factors, high levels of community income inequality were independently associated with increased prevalence of tuberculosis (adjusted odds ratio for lifetime tuberculosis comparing the most unequal quintile to the middle quintile of inequality: 2.37, 95% confidence interval: 1.59-3.53). These results provide novel insights into the socioeconomic determinants of tuberculosis in developing country settings, although the mechanisms through which income inequality may affect tuberculosis disease require further investigation.

Suggested Citation

  • Harling, Guy & Ehrlich, Rodney & Myer, Landon, 2008. "The social epidemiology of tuberculosis in South Africa: A multilevel analysis," Social Science & Medicine, Elsevier, vol. 66(2), pages 492-505, January.
  • Handle: RePEc:eee:socmed:v:66:y:2008:i:2:p:492-505
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    1. Wilkinson, Richard G & Pickett, Kate E., 2006. "Income inequality and population health: A review and explanation of the evidence," Social Science & Medicine, Elsevier, vol. 62(7), pages 1768-1784, April.
    2. Macintyre, Sally & Ellaway, Anne & Cummins, Steven, 2002. "Place effects on health: how can we conceptualise, operationalise and measure them?," Social Science & Medicine, Elsevier, vol. 55(1), pages 125-139, July.
    3. Sophia Rabe-Hesketh & Anders Skrondal & Andrew Pickles, 2004. "GLLAMM Manual," U.C. Berkeley Division of Biostatistics Working Paper Series 1160, Berkeley Electronic Press.
    4. Angus Deaton, 2003. "Health, Inequality, and Economic Development," Journal of Economic Literature, American Economic Association, vol. 41(1), pages 113-158, March.
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    1. Fiona Tsungirai Tanyanyiwa & Renay Helouise Van Wyk & Keitshepile Geoffrey Setswe, 2025. "Assessment of the Syndemic Relationship Between Individual, Social, and Structural Determinants of Tuberculosis Among People Living in Johannesburg, South Africa," IJERPH, MDPI, vol. 22(8), pages 1-15, August.
    2. Michael Matsangos & Laoura Ziaka & Artistomenis K. Exadaktylos & Jolanta Klukowska-Rötzler & Mairi Ziaka, 2022. "Health Status of Afghan Refugees in Europe: Policy and Practice Implications for an Optimised Healthcare," IJERPH, MDPI, vol. 19(15), pages 1-13, July.
    3. Delia Boccia & James Hargreaves & Bianca Lucia De Stavola & Katherine Fielding & Ab Schaap & Peter Godfrey-Faussett & Helen Ayles, 2011. "The Association between Household Socioeconomic Position and Prevalent Tuberculosis in Zambia: A Case-Control Study," PLOS ONE, Public Library of Science, vol. 6(6), pages 1-11, June.
    4. Olivia Oxlade & Megan Murray, 2012. "Tuberculosis and Poverty: Why Are the Poor at Greater Risk in India?," PLOS ONE, Public Library of Science, vol. 7(11), pages 1-8, November.
    5. Zhipeng Ma & Hong Fan, 2023. "Influential factors of tuberculosis in mainland China based on MGWR model," PLOS ONE, Public Library of Science, vol. 18(8), pages 1-23, August.
    6. Hilda Dhlakama & Siaka Lougue & Henry Godwell Mwambi & Ropo Ebenezer Ogunsakin, 2022. "A Multilevel Analysis of the Associated and Determining Factors of TB among Adults in South Africa: Results from National Income Dynamics Surveys 2008 to 2017," IJERPH, MDPI, vol. 19(17), pages 1-17, August.
    7. Hongjo Choi & Haejoo Chung & Carles Muntaner, 2019. "Social selection in historical time: The case of tuberculosis in South Korea after the East Asian financial crisis," PLOS ONE, Public Library of Science, vol. 14(5), pages 1-13, May.
    8. repec:plo:pone00:0030718 is not listed on IDEAS
    9. Julia S Louw & Musawenkosi Mabaso & Karl Peltzer, 2016. "Change in Health-Related Quality of Life among Pulmonary Tuberculosis Patients at Primary Health Care Settings in South Africa: A Prospective Cohort Study," PLOS ONE, Public Library of Science, vol. 11(5), pages 1-13, May.
    10. Alfred Kechia Mukong, 2022. "Estimating the Health Effect of Cigarette Smoking Duration in South Africa," IJERPH, MDPI, vol. 19(20), pages 1-12, October.
    11. Anna Odone & Amelia C Crampin & Venance Mwinuka & Simon Malema & J Nimrod Mwaungulu & Lumbani Munthali & Judith R Glynn, 2013. "Association between Socioeconomic Position and Tuberculosis in a Large Population-Based Study in Rural Malawi," PLOS ONE, Public Library of Science, vol. 8(10), pages 1-1, October.
    12. Yun-Xia Liu & Chun-Kun Pang & Yanxun Liu & Xiu-Bin Sun & Xin-Xu Li & Shi-Wen Jiang & Fuzhong Xue, 2015. "Association between Multidrug-Resistant Tuberculosis and Risk Factors in China: Applying Partial Least Squares Path Modeling," PLOS ONE, Public Library of Science, vol. 10(5), pages 1-13, May.
    13. Lönnroth, Knut & Jaramillo, Ernesto & Williams, Brian G. & Dye, Christopher & Raviglione, Mario, 2009. "Drivers of tuberculosis epidemics: The role of risk factors and social determinants," Social Science & Medicine, Elsevier, vol. 68(12), pages 2240-2246, June.
    14. Thirlway, Frances & Nyamurungi, Kellen Namusisi & Matovu, Joseph K.B. & Miti, Andrew Kibuuka & Mdege, Noreen Dadirai, 2021. "Tobacco use and cessation in the context of ART adherence: Insights from a qualitative study in HIV clinics in Uganda," Social Science & Medicine, Elsevier, vol. 273(C).
    15. Bonnie N Young & Adrian Rendón & Adrian Rosas-Taraco & Jack Baker & Meghan Healy & Jessica M Gross & Jeffrey Long & Marcos Burgos & Keith L Hunley, 2014. "The Effects of Socioeconomic Status, Clinical Factors, and Genetic Ancestry on Pulmonary Tuberculosis Disease in Northeastern Mexico," PLOS ONE, Public Library of Science, vol. 9(4), pages 1-8, April.
    16. Valerie Møller & Ida Erstad & Dalinyebo Zani, 2010. "Drinking, Smoking, and Morality: Do ‘Drinkers and Smokers’ Constitute a Stigmatised Stereotype or a Real TB Risk Factor in the Time of HIV/AIDS?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 98(2), pages 217-238, September.

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