IDEAS home Printed from https://ideas.repec.org/a/eee/socmed/v345y2024ics0277953624000832.html
   My bibliography  Save this article

Is income inequality linked to infectious disease prevalence? A hypothesis-generating study using tuberculosis

Author

Listed:
  • Kim, Min Kyong
  • Bhattacharya, Jayanta
  • Bhattacharya, Joydeep

Abstract

We study the association between infectious disease incidence and income inequality. We hypothesize that random social mixing in an income-unequal society brings into contact a) susceptible and infected poor and b) the infected-poor and the susceptible-rich, raising infectious disease incidence. We analyzed publicly available, country-level panel data for a large cross-section of countries between 1995 and 2013 to examine whether countries with elevated levels of income inequality have higher rates of pulmonary Tuberculosis (TB) incidence per capita. A “negative control” using anemia and diabetes (both non-communicable diseases and hence impervious to the hypothesized mechanism) is also applied. We find that high levels of income inequality are positively associated with tuberculosis incidence. All else equal, countries with income-Gini coefficients 10% apart show a statistically significant 4% difference in tuberculosis incidence. Income inequality had a null effect on the negative controls. Our cross-country regression results suggest that income inequality may create conditions where TB spreads more easily, and policy action to reduce income inequities could directly contribute to a reduced TB burden.

Suggested Citation

  • Kim, Min Kyong & Bhattacharya, Jayanta & Bhattacharya, Joydeep, 2024. "Is income inequality linked to infectious disease prevalence? A hypothesis-generating study using tuberculosis," Social Science & Medicine, Elsevier, vol. 345(C).
  • Handle: RePEc:eee:socmed:v:345:y:2024:i:c:s0277953624000832
    DOI: 10.1016/j.socscimed.2024.116639
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0277953624000832
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.socscimed.2024.116639?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Angus Deaton, 2003. "Health, Inequality, and Economic Development," Journal of Economic Literature, American Economic Association, vol. 41(1), pages 113-158, March.
    2. Robert C. Feenstra & Robert Inklaar & Marcel P. Timmer, 2015. "The Next Generation of the Penn World Table," American Economic Review, American Economic Association, vol. 105(10), pages 3150-3182, October.
    3. Narges Alipanah & Leah Jarlsberg & Cecily Miller & Nguyen Nhat Linh & Dennis Falzon & Ernesto Jaramillo & Payam Nahid, 2018. "Adherence interventions and outcomes of tuberculosis treatment: A systematic review and meta-analysis of trials and observational studies," PLOS Medicine, Public Library of Science, vol. 15(7), pages 1-44, July.
    4. Maurice J. G. Bun & Frank Windmeijer, 2010. "The weak instrument problem of the system GMM estimator in dynamic panel data models," Econometrics Journal, Royal Economic Society, vol. 13(1), pages 95-126, February.
    5. Deininger, Klaus & Squire, Lyn, 1996. "A New Data Set Measuring Income Inequality," The World Bank Economic Review, World Bank, vol. 10(3), pages 565-591, September.
    6. Elgar, Frank J. & Stefaniak, Anna & Wohl, Michael J.A., 2020. "The trouble with trust: Time-series analysis of social capital, income inequality, and COVID-19 deaths in 84 countries," Social Science & Medicine, Elsevier, vol. 263(C).
    7. Raj Chetty & Nathaniel Hendren & Patrick Kline & Emmanuel Saez, 2014. "Where is the land of Opportunity? The Geography of Intergenerational Mobility in the United States," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(4), pages 1553-1623.
    8. David Wong & Shih-Lung Shaw, 2011. "Measuring segregation: an activity space approach," Journal of Geographical Systems, Springer, vol. 13(2), pages 127-145, June.
    9. Deininger, Klaus & Squire, Lyn, 1996. "A New Data Set Measuring Income Inequality," The World Bank Economic Review, World Bank, vol. 10(3), pages 565-591, September.
    10. Esteban Moro & Dan Calacci & Xiaowen Dong & Alex Pentland, 2021. "Mobility patterns are associated with experienced income segregation in large US cities," Nature Communications, Nature, vol. 12(1), pages 1-10, December.
    11. Kristin Blesch & Oliver P. Hauser & Jon M. Jachimowicz, 2022. "Measuring inequality beyond the Gini coefficient may clarify conflicting findings," Nature Human Behaviour, Nature, vol. 6(11), pages 1525-1536, November.
    12. Davide Furceri & Jonathan D Ostry, 2019. "Robust determinants of income inequality," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 35(3), pages 490-517.
    13. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    14. Pickett, Kate E. & Wilkinson, Richard G., 2015. "Income inequality and health: A causal review," Social Science & Medicine, Elsevier, vol. 128(C), pages 316-326.
    15. Cecile Gaubert & Patrick Kline & Damián Vergara & Danny Yagan, 2021. "Trends in US Spatial Inequality: Concentrating Affluence and a Democratization of Poverty," AEA Papers and Proceedings, American Economic Association, vol. 111, pages 520-525, May.
    16. Daniele Maria Pelissari & Fredi Alexander Diaz-Quijano, 2017. "Household crowding as a potential mediator of socioeconomic determinants of tuberculosis incidence in Brazil," PLOS ONE, Public Library of Science, vol. 12(4), pages 1-13, April.
    17. Blundell, Richard & Bond, Stephen, 1998. "Initial conditions and moment restrictions in dynamic panel data models," Journal of Econometrics, Elsevier, vol. 87(1), pages 115-143, August.
    18. Acevedo-Garcia, Dolores, 2000. "Residential segregation and the epidemiology of infectious diseases," Social Science & Medicine, Elsevier, vol. 51(8), pages 1143-1161, October.
    19. Gravelle, Hugh & Wildman, John & Sutton, Matthew, 2002. "Income, income inequality and health: what can we learn from aggregate data?," Social Science & Medicine, Elsevier, vol. 54(4), pages 577-589, February.
    20. Zhao, Pengjun & Cao, Yushu, 2020. "Commuting inequity and its determinants in Shanghai: New findings from big-data analytics," Transport Policy, Elsevier, vol. 92(C), pages 20-37.
    21. Salla A Munro & Simon A Lewin & Helen J Smith & Mark E Engel & Atle Fretheim & Jimmy Volmink, 2007. "Patient Adherence to Tuberculosis Treatment: A Systematic Review of Qualitative Research," PLOS Medicine, Public Library of Science, vol. 4(7), pages 1-16, July.
    22. Nickell, Stephen J, 1981. "Biases in Dynamic Models with Fixed Effects," Econometrica, Econometric Society, vol. 49(6), pages 1417-1426, November.
    23. Green, Michael J. & Stritzel, Haley & Smith, Chelsea & Popham, Frank & Crosnoe, Robert, 2018. "Timing of poverty in childhood and adolescent health: Evidence from the US and UK," Social Science & Medicine, Elsevier, vol. 197(C), pages 136-143.
    24. Jay Bhattacharya & Joydeep Bhattacharya & Minkyong Kim, 2023. "Is Income Inequality Linked to Infectious Disease Prevalence? A Hypothesis-Generating Ecological Study Using Tuberculosis," NBER Working Papers 31053, National Bureau of Economic Research, Inc.
    25. 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.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Kotschy, Rainer & Sunde, Uwe, 2017. "Democracy, inequality, and institutional quality," European Economic Review, Elsevier, vol. 91(C), pages 209-228.
    2. Han, Minsoo & Pyun, Ju Hyun, 2021. "Markups and income inequality: Causal links, 1975-2011," Journal of Comparative Economics, Elsevier, vol. 49(2), pages 290-312.
    3. Toni Juuti, 2022. "The role of financial development in the relationship between income inequality and economic growth: an empirical approach using cross-country panel data," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(3), pages 985-1021, June.
    4. Gründler, Klaus & Köllner, Sebastian, 2017. "Determinants of governmental redistribution: Income distribution, development levels, and the role of perceptions," Journal of Comparative Economics, Elsevier, vol. 45(4), pages 930-962.
    5. Stimpfle, Alexander & Stadelmann, David, 2015. "The Impact of Fundamental Development Factors on Different Income Groups: International Evidence," VfS Annual Conference 2015 (Muenster): Economic Development - Theory and Policy 113128, Verein für Socialpolitik / German Economic Association.
    6. Jorge Rojas-Vallejos & Stephen J. Turnovsky, 2021. "Differential Tariffs and Income Inequality in the United States: Some Evidence from the States," Open Economies Review, Springer, vol. 32(1), pages 1-35, February.
    7. Ayesha Ashraf & Dierk Herzer & Peter Nunnenkamp, 2016. "The Effects of Greenfield FDI and Cross-border M&As on Total Factor Productivity," The World Economy, Wiley Blackwell, vol. 39(11), pages 1728-1755, November.
    8. Roberto Dell'Anno & Adalgiso Amendola, 2015. "Social Exclusion and Economic Growth: An Empirical Investigation in European Economies," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 61(2), pages 274-301, June.
    9. David Roodman, 2009. "A Note on the Theme of Too Many Instruments," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 71(1), pages 135-158, February.
    10. Jakub Bartak & Łukasz Jabłoński, 2020. "Inequality and growth: What comes from the different inequality measures?," Bulletin of Economic Research, Wiley Blackwell, vol. 72(2), pages 185-212, April.
    11. Samina Sabir & Nighat Aziz, 2018. "Impact of Health and Education on Income Inequality: Evidence from Selected Developing Countries," Business & Economic Review, Institute of Management Sciences, Peshawar, Pakistan, vol. 10(4), pages 83-102, December.
    12. Gravina, Antonio Francesco & Lanzafame, Matteo, 2021. "Finance, globalisation, technology and inequality: Do nonlinearities matter?," Economic Modelling, Elsevier, vol. 96(C), pages 96-110.
    13. Aida Galiano & José Gabriel Romero, 2018. "Brain drain and income distribution," Journal of Economics, Springer, vol. 124(3), pages 243-267, July.
    14. Töngür, Ünal & Hsu, Sara & Elveren, Adem Yavuz, 2015. "Military expenditures and political regimes: Evidence from global data, 1963–2000," Economic Modelling, Elsevier, vol. 44(C), pages 68-79.
    15. Unal Tongur & Sara Hsu & Adem Yavuz Elveren, 2013. "Military Expenditures and Political Regimes: An Analysis Using Global Data, 1963-2001," ERC Working Papers 1307, ERC - Economic Research Center, Middle East Technical University, revised Jul 2013.
    16. Eric Akobeng, 2017. "Gross Capital Formation, Institutions and Poverty in Sub-Saharan Africa," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 20(2), pages 136-164, April.
    17. Ashraf, Ayesha, 2015. "The Effects of Greenfield FDI and Cross-Border M&As on Government Size," MPRA Paper 65061, University Library of Munich, Germany.
    18. Zheng, Xinye & Li, Fanghua & Song, Shunfeng & Yu, Yihua, 2013. "Central government's infrastructure investment across Chinese regions: A dynamic spatial panel data approach," China Economic Review, Elsevier, vol. 27(C), pages 264-276.
    19. Behzadan, Nazanin & Chisik, Richard & Onder, Harun & Battaile, Bill, 2017. "Does inequality drive the Dutch disease? Theory and evidence," Journal of International Economics, Elsevier, vol. 106(C), pages 104-118.
    20. Cheikh Tidiane Ndiaye & Armand Akomavo Dagoudo & Babacar Mbengue, 2021. "Growth and Income Distribution Inequalities in Sub-Saharan Africa: A Dynamic Model Approach [Croissance et inégalités de distribution des revenus en Afrique subsaharienne : une approche par les mod," Working Papers hal-03202484, HAL.

    More about this item

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:eee:socmed:v:345:y:2024:i:c:s0277953624000832. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Catherine Liu (email available below). General contact details of provider: http://www.elsevier.com/wps/find/journaldescription.cws_home/315/description#description .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.