IDEAS home Printed from https://ideas.repec.org/a/eee/socmed/v113y2014icp59-67.html
   My bibliography  Save this article

Does poverty reduce mental health? An instrumental variable analysis

Author

Listed:
  • Hanandita, Wulung
  • Tampubolon, Gindo

Abstract

That poverty and mental health are negatively associated in developing countries is well known among epidemiologists. Whether the relationship is causal or associational, however, remains an open question. This paper aims to estimate the causal effect of poverty on mental health by exploiting a natural experiment induced by weather variability across 440 districts in Indonesia (N = 577,548). Precipitation anomaly in two climatological seasons is used as an instrument for poverty status, which is measured using per capita household consumption expenditure. Results of an instrumental variable estimation suggest that poverty causes poor mental health: halving one's consumption expenditure raises the probability of suffering mental illness by 0.06 point; in terms of elasticity, a 1% decrease in consumption brings about 0.62% more symptoms of common mental disorders. This poverty effect is approximately five times stronger than that obtained prior to instrumenting and is robust to alternative distributional assumption, model specification, sample stratification and estimation technique. An individual's mental health is also negatively correlated with district income inequality, suggesting that income distribution may have a significant influence upon mental health over and above the effect of poverty. The findings imply that mental health can be improved not only by influencing individuals' health knowledge and behaviour but also by implementing a more equitable economic policy.

Suggested Citation

  • Hanandita, Wulung & Tampubolon, Gindo, 2014. "Does poverty reduce mental health? An instrumental variable analysis," Social Science & Medicine, Elsevier, vol. 113(C), pages 59-67.
  • Handle: RePEc:eee:socmed:v:113:y:2014:i:c:p:59-67
    DOI: 10.1016/j.socscimed.2014.05.005
    as

    Download full text from publisher

    File URL: http://www.sciencedirect.com/science/article/pii/S0277953614002925
    Download Restriction: Full text for ScienceDirect subscribers only

    File URL: https://libkey.io/10.1016/j.socscimed.2014.05.005?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. Lund, Crick & Breen, Alison & Flisher, Alan J. & Kakuma, Ritsuko & Corrigall, Joanne & Joska, John A. & Swartz, Leslie & Patel, Vikram, 2010. "Poverty and common mental disorders in low and middle income countries: A systematic review," Social Science & Medicine, Elsevier, vol. 71(3), pages 517-528, August.
    2. Poterba, James M, 1989. "Lifetime Incidence and the Distributional Burden of Excise Taxes," American Economic Review, American Economic Association, vol. 79(2), pages 325-330, May.
    3. Austin Nichols, 2010. "Regression for nonnegative skewed dependent variables," BOS10 Stata Conference 2, Stata Users Group.
    4. Cutler, David M & Katz, Lawrence F, 1992. "Rising Inequality? Changes in the Distribution of Income and Consumption in the 1980's," American Economic Review, American Economic Association, vol. 82(2), pages 546-551, May.
    5. Ettner, Susan L., 1996. "New evidence on the relationship between income and health," Journal of Health Economics, Elsevier, vol. 15(1), pages 67-85, February.
    6. Ecob, Russell & Davey Smith, George, 1999. "Income and health: what is the nature of the relationship?," Social Science & Medicine, Elsevier, vol. 48(5), pages 693-705, March.
    7. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2007. "Enhanced routines for instrumental variables/GMM estimation and testing," CERT Discussion Papers 0706, Centre for Economic Reform and Transformation, Heriot Watt University.
    8. Tampubolon, Gindo & Hanandita, Wulung, 2014. "Poverty and mental health in Indonesia," Social Science & Medicine, Elsevier, vol. 106(C), pages 20-27.
    9. Shulin Chen & Guoqiu Zhao & Lingjiang Li & Yiqiang Wang & Helen Chiu & Eric Caine, 2009. "Psychometric Properties of the Chinese Version of the Self-Reporting Questionnaire 20 (SRQ-20) in Community Settings," International Journal of Social Psychiatry, , vol. 55(6), pages 538-547, November.
    10. Windmeijer, F A G & Silva, J M C Santos, 1997. "Endogeneity in Count Data Models: An Application to Demand for Health Care," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 12(3), pages 281-294, May-June.
    11. Meer, Jonathan & Miller, Douglas L. & Rosen, Harvey S., 2003. "Exploring the health-wealth nexus," Journal of Health Economics, Elsevier, vol. 22(5), pages 713-730, September.
    12. J. M. C. Santos Silva & Silvana Tenreyro, 2006. "The Log of Gravity," The Review of Economics and Statistics, MIT Press, vol. 88(4), pages 641-658, November.
    13. Christopher F Baum & Mark E. Schaffer & Steven Stillman, 2007. "Enhanced routines for instrumental variables/generalized method of moments estimation and testing," Stata Journal, StataCorp LP, vol. 7(4), pages 465-506, December.
    14. A. Colin Cameron & Pravin K. Trivedi, 2010. "Microeconometrics Using Stata, Revised Edition," Stata Press books, StataCorp LP, number musr, March.
    15. James P. Smith, 1999. "Healthy Bodies and Thick Wallets: The Dual Relation between Health and Economic Status," Journal of Economic Perspectives, American Economic Association, vol. 13(2), pages 145-166, Spring.
    16. Angus Deaton & Salman Zaidi, 2002. "Guidelines for Constructing Consumption Aggregates for Welfare Analysis," World Bank Publications, The World Bank, number 14101, April.
    17. Savage, D. & Fichera, E., 2013. "Income, rainfall shocks and health. An instrumental variable approach," Health, Econometrics and Data Group (HEDG) Working Papers 13/13, HEDG, c/o Department of Economics, University of York.
    18. Paxson, Christina H, 1992. "Using Weather Variability to Estimate the Response of Savings to Transitory Income in Thailand," American Economic Review, American Economic Association, vol. 82(1), pages 15-33, March.
    19. World Bank, 2014. "World Development Indicators 2014," World Bank Publications - Books, The World Bank Group, number 18237, December.
    20. Myer, Landon & Stein, Dan J. & Grimsrud, Anna & Seedat, Soraya & Williams, David R., 2008. "Social determinants of psychological distress in a nationally-representative sample of South African adults," Social Science & Medicine, Elsevier, vol. 66(8), pages 1828-1840, April.
    21. Milanovic, Branko, 1997. "A simple way to calculate the Gini coefficient, and some implications," Economics Letters, Elsevier, vol. 56(1), pages 45-49, September.
    22. HwaJung Choi, 2007. "Are Remittances Insurance? Evidence from Rainfall Shocks in the Philippines," The World Bank Economic Review, World Bank, vol. 21(2), pages 219-248, May.
    23. Frijters, Paul & Haisken-DeNew, John P. & Shields, Michael A., 2005. "The causal effect of income on health: Evidence from German reunification," Journal of Health Economics, Elsevier, vol. 24(5), pages 997-1017, September.
    24. Kim Bao Giang & Peter Allebeck & Gunnar Kullgren & Nguyen van Tuan, 2006. "The Vietnamese Version of the Self Reporting Questionnaire 20 (SRQ-20) in Detecting Mental Disorders in Rural Vietnam: A Validation Study," International Journal of Social Psychiatry, , vol. 52(2), pages 175-184, March.
    25. Frijters, Paul & Haisken-DeNew, John P. & Shields, Michael A., 2005. "The causal effect of income on health: Evidence from German reunification," Journal of Health Economics, Elsevier, vol. 24(5), pages 997-1017, September.
    26. Edward Miguel & Shanker Satyanath & Ernest Sergenti, 2004. "Economic Shocks and Civil Conflict: An Instrumental Variables Approach," Journal of Political Economy, University of Chicago Press, vol. 112(4), pages 725-753, August.
    27. Brian Chin, 2010. "Income, health, and well-being in rural Malawi," Demographic Research, Max Planck Institute for Demographic Research, Rostock, Germany, vol. 23(35), pages 997-1030.
    28. Frederick J. Zimmerman & Wayne Katon, 2005. "Socioeconomic status, depression disparities, and financial strain: what lies behind the income‐depression relationship?," Health Economics, John Wiley & Sons, Ltd., vol. 14(12), pages 1197-1215, December.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Frijters, Paul & Lalji, Chitwan & Pakrashi, Debayan, 2020. "Daily weather only has small effects on wellbeing in the US," Journal of Economic Behavior & Organization, Elsevier, vol. 176(C), pages 747-762.
    2. Zhilei Shi & Hao Dong, 2022. "The Lasting Health Impact of Early-Life Chronic Poverty: Evidence from Starvation Experiences in Rural China," Population Research and Policy Review, Springer;Southern Demographic Association (SDA), vol. 41(3), pages 1359-1384, June.
    3. Laura Rodríguez, 2022. "Violence and newborn health: Estimates for Colombia," Health Economics, John Wiley & Sons, Ltd., vol. 31(1), pages 112-136, January.
    4. Nicolas Barrantes & Jhonatan Clausen, 2022. "Does Multidimensional Poverty Affect Depression? Evidence from Peru," Progress in Development Studies, , vol. 22(2), pages 107-129, April.
    5. Judith A. Cook & Jane K. Burke-Miller, "undated". "The Relationship of Multiple Program Benefits and Employment to SSI/DI Enrollment and Reliance Among Working-Age Adults with Serious Mental Illness," Mathematica Policy Research Reports fe88290b77da4222879ad3409, Mathematica Policy Research.
    6. Ankie Tan Cheung & William Ho Cheung Li & Laurie Long Kwan Ho & Ka Yan Ho & Katherine Ka Wai Lam & Oi Kwan Chung, 2019. "Effectiveness of a musical training programme in promoting happiness and quality of life of underprivileged preschool children," Journal of Clinical Nursing, John Wiley & Sons, vol. 28(23-24), pages 4412-4423, December.
    7. Xiaodi Qin & Haitao Wu & Yifeng Xie & Xiaofang Zhang, 2022. "Lagging behind the Joneses: Relative Deprivation and Household Consumption in Rural China," Agriculture, MDPI, vol. 12(11), pages 1-14, November.
    8. Keetie Roelen & Emily Taylor, 2020. "Assessing mental health in a context of extreme poverty: Validation of the rosenberg self-esteem scale in rural Haiti," PLOS ONE, Public Library of Science, vol. 15(12), pages 1-14, December.
    9. Jun Harbi & Yukun Cao & Noril Milantara & Gamin & Ade Brian Mustafa & Nathan James Roberts, 2021. "Understanding People−Forest Relationships: A Key Requirement for Appropriate Forest Governance in South Sumatra, Indonesia," Sustainability, MDPI, vol. 13(13), pages 1-22, June.
    10. Bierman, Alex & Upenieks, Laura & Glavin, Paul & Schieman, Scott, 2021. "Accumulation of economic hardship and health during the COVID-19 pandemic: Social causation or selection?," Social Science & Medicine, Elsevier, vol. 275(C).
    11. Chang, Qingsong & Peng, Chenhong & Guo, Yingqi & Cai, Ziyi & Yip, Paul S.F., 2020. "Mechanisms connecting objective and subjective poverty to mental health: Serial mediation roles of negative life events and social support," Social Science & Medicine, Elsevier, vol. 265(C).
    12. Chen, Lifeng & Wang, Kaifeng, 2022. "The spatial spillover effect of low-carbon city pilot scheme on green efficiency in China's cities: Evidence from a quasi-natural experiment," Energy Economics, Elsevier, vol. 110(C).
    13. Piperata, Barbara A. & Schmeer, Kammi K. & Rodrigues, Andres Herrera & Salazar Torres, Virgilio Mariano, 2016. "Food insecurity and maternal mental health in León, Nicaragua: Potential limitations on the moderating role of social support," Social Science & Medicine, Elsevier, vol. 171(C), pages 9-17.
    14. Sharafi, Zahra, 2023. "Poverty and perseverance: The detrimental effect of poverty on effort provision," Journal of Development Economics, Elsevier, vol. 162(C).

    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. Maite Blázquez & Elena Cottini & Ainhoa Herrarte, 2014. "The socioeconomic gradient in health: how important is material deprivation?," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 12(2), pages 239-264, June.
    2. Hernández-Quevedo, Cristina & Jones, Andrew M. & Rice, Nigel, 2008. "Persistence in health limitations: A European comparative analysis," Journal of Health Economics, Elsevier, vol. 27(6), pages 1472-1488, December.
    3. Benedicte Apouey & Andrew E. Clark, 2015. "Winning Big but Feeling no Better? The Effect of Lottery Prizes on Physical and Mental Health," Health Economics, John Wiley & Sons, Ltd., vol. 24(5), pages 516-538, May.
    4. Gerdtham, Ulf-G & Lundborg, Petter & Lyttkens, Carl Hampus & Nystedt, Paul, 2012. "Do Socioeconomic Factors Really Explain Income-Related Inequalities in Health? Applying a Twin Design to Standard Decomposition Analysis," Working Papers 2012:21, Lund University, Department of Economics.
    5. Chen, Xi & Wang, Tianyu & Busch, Susan H., 2019. "Does money relieve depression? Evidence from social pension expansions in China," Social Science & Medicine, Elsevier, vol. 220(C), pages 411-420.
    6. Oscar Erixson, 2017. "Health responses to a wealth shock: evidence from a Swedish tax reform," Journal of Population Economics, Springer;European Society for Population Economics, vol. 30(4), pages 1281-1336, October.
    7. Au, N. & Johnston, D. W., 2013. "An econometric analysis of self-assessed health: what does it mean and what is it hiding?," Health, Econometrics and Data Group (HEDG) Working Papers 13/31, HEDG, c/o Department of Economics, University of York.
    8. Grace Lordan & Eliana Jimenez Soto & Richard P. C. Brown & Ignacio Correa‐Valez, 2012. "Socioeconomic status and health outcomes in a developing country," Health Economics, John Wiley & Sons, Ltd., vol. 21(2), pages 178-186, February.
    9. Beomsoo Kim & Christopher J. Ruhm, 2012. "Inheritances, health and death," Health Economics, John Wiley & Sons, Ltd., vol. 21(2), pages 127-144, February.
    10. Frijters, Paul & de New, John & Shields, Michael A., 2005. "Socio-Economic Status, Health Shocks, Life Satisfaction and Mortality: Evidence from an Increasing Mixed Proportional Hazard Model," IZA Discussion Papers 1488, Institute of Labor Economics (IZA).
    11. John Gathergood & Eleonora Fichera, 2012. "House Prices, Home Equity and Health," Discussion Papers 12/07, University of Nottingham, School of Economics.
    12. Costa-Font, Joan & Gyori, Mario, 2020. "Can Unearned Income Make Us Fitter? Evidence from Lottery Wins," IZA Discussion Papers 13903, Institute of Labor Economics (IZA).
    13. Andrew M. Jones & Eddy Van Doorslaer & Teresa Bago D’Uva & Silvia Balia & Lynn Gambin & Cristina Hernández Quevedo & Xander Koolman & Nigel Rice, 2006. "Health and Wealth: Empirical Findings and Political Consequences," Perspektiven der Wirtschaftspolitik, Verein für Socialpolitik, vol. 7(s1), pages 93-112, May.
    14. Fu-Min Tseng & Dennis James Petrie, 2014. "The Implications for Health, Depression, and Life Satisfaction from a Permanent Increase in Income for the Disadvantaged Elderly: Evidence from Taiwan," Review of Social Economy, Taylor & Francis Journals, vol. 72(3), pages 311-336, September.
    15. Hai Fang & John A. Rizzo, 2012. "Does inequality in China affect health differently in high- versus low-income households?," Applied Economics, Taylor & Francis Journals, vol. 44(9), pages 1081-1090, March.
    16. Eleonora Fichera & John Gathergood, 2016. "Do Wealth Shocks Affect Health? New Evidence from the Housing Boom," Health Economics, John Wiley & Sons, Ltd., vol. 25(S2), pages 57-69, November.
    17. Fang Wang & Haitao Zheng, 2021. "Do Public Pensions Improve Mental Wellbeing? Evidence from the New Rural Society Pension Insurance Program," IJERPH, MDPI, vol. 18(5), pages 1-14, March.
    18. Cheng, Lingguo & Liu, Hong & Zhang, Ye & Zhao, Zhong, 2018. "The health implications of social pensions: Evidence from China's new rural pension scheme," Journal of Comparative Economics, Elsevier, vol. 46(1), pages 53-77.
    19. Otto Lenhart, 2019. "The effects of income on health: new evidence from the Earned Income Tax Credit," Review of Economics of the Household, Springer, vol. 17(2), pages 377-410, June.
    20. Fichera, Eleonora & Savage, David, 2015. "Income and Health in Tanzania. An Instrumental Variable Approach," World Development, Elsevier, vol. 66(C), pages 500-515.

    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:113:y:2014:i:c:p:59-67. 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.