IDEAS home Printed from https://ideas.repec.org/p/agg/wpaper/296.html
   My bibliography  Save this paper

Financial Consequences of Ill Health and Informal Coping Mechanisms in Indonesia

Author

Listed:
  • Robert Sparrow
  • Ellen Van de Poel
  • Gracia Hadiwidjaja
  • Athia Yumna
  • Nila Warda
  • Asep Suryahadi

Abstract

We assess the financial risk of ill health for households in Indonesia, the role of informal coping strategies, and the effectiveness of these strategies in smoothing consumption. Based on household panel data, we find evidence of financial risk from illness through medical expenses, while income from informal wage labour is exposed to risk for the poor and income from self-employed business activities for the non-poor. However, this lead to imperfect consumption smoothing only for the rural population and the poorest quartile; the non-poor seem to be able to maintain current spending. Borrowing and drawing on buffers, such as savings and assets, seem to be key informal coping strategies for the poor, which infers potential negative long term effects. While these results suggest scope for public intervention, the financial risk from income loss for the rural poor is beyond public health care financing reforms. Rather, formal sector employment, which reduces income risks, seems to be a key instrument for financial protection from illness.
(This abstract was borrowed from another version of this item.)

Suggested Citation

  • Robert Sparrow & Ellen Van de Poel & Gracia Hadiwidjaja & Athia Yumna & Nila Warda & Asep Suryahadi, "undated". "Financial Consequences of Ill Health and Informal Coping Mechanisms in Indonesia," Working Papers 296, Publications Department.
  • Handle: RePEc:agg:wpaper:296
    as

    Download full text from publisher

    File URL: https://smeru.or.id/sites/default/files/publication/healthshock.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Nguyen Thi Nhu Nguyet & Eiji Mangyo, 2010. "Vulnerability of households to health shocks: an Indonesian study," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 46(2), pages 213-235.
    2. Islam, Asadul & Maitra, Pushkar, 2012. "Health shocks and consumption smoothing in rural households: Does microcredit have a role to play?," Journal of Development Economics, Elsevier, vol. 97(2), pages 232-243.
    3. Lindelow, Magnus & Wagstaff, Adam, 2005. "Health shocks in China : are the poor and uninsured less protected ?," Policy Research Working Paper Series 3740, The World Bank.
    4. Wagstaff, Adam & Paci, Pierella & van Doorslaer, Eddy, 1991. "On the measurement of inequalities in health," Social Science & Medicine, Elsevier, vol. 33(5), pages 545-557, January.
    5. Paul Gertler & David I. Levine & Enrico Moretti, 2009. "Do microfinance programs help families insure consumption against illness?," Health Economics, John Wiley & Sons, Ltd., vol. 18(3), pages 257-273, March.
    6. Townsend, Robert M, 1994. "Risk and Insurance in Village India," Econometrica, Econometric Society, vol. 62(3), pages 539-591, May.
    7. 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.
    8. Kochar, Anjini, 1995. "Explaining Household Vulnerability to Idiosyncratic Income Shocks," American Economic Review, American Economic Association, vol. 85(2), pages 159-164, May.
    9. Menno Pradhan & Fadia Saadah & Robert Sparrow, 2007. "Did the Health Card Program Ensure Access to Medical Care for the Poor during Indonesia's Economic Crisis?," The World Bank Economic Review, World Bank, vol. 21(1), pages 125-150.
    10. Paul Gertler & Jonathan Gruber, 2002. "Insuring Consumption Against Illness," American Economic Review, American Economic Association, vol. 92(1), pages 51-70, March.
    11. Erreygers, Guido, 2009. "Correcting the Concentration Index," Journal of Health Economics, Elsevier, vol. 28(2), pages 504-515, March.
    12. Erreygers, Guido, 2009. "Correcting the Concentration Index: A reply to Wagstaff," Journal of Health Economics, Elsevier, vol. 28(2), pages 521-524, March.
    13. Manning, Willard G. & Mullahy, John, 2001. "Estimating log models: to transform or not to transform?," Journal of Health Economics, Elsevier, vol. 20(4), pages 461-494, July.
    14. Asep Suryahadi & Robert Sparrow & Wenefrida Dwi Widyanti, . "Social Health Insurance for the Poor: Targeting and Impact of Indonesia's Askeskin Programme," Journal Article, Publications Department.
    15. Sparrow, Robert & Suryahadi, Asep & Widyanti, Wenefrida, 2013. "Social health insurance for the poor: Targeting and impact of Indonesia's Askeskin programme," Social Science & Medicine, Elsevier, vol. 96(C), pages 264-271.
    16. Buntin, Melinda Beeuwkes & Zaslavsky, Alan M., 2004. "Too much ado about two-part models and transformation?: Comparing methods of modeling Medicare expenditures," Journal of Health Economics, Elsevier, vol. 23(3), pages 525-542, May.
    17. Wagstaff, Adam, 2007. "The economic consequences of health shocks: Evidence from Vietnam," Journal of Health Economics, Elsevier, vol. 26(1), pages 82-100, January.
    18. Asfaw, Abay & von Braun, Joachim, 2004. "Is Consumption Insured against Illness? Evidence on Vulnerability of Households to Health Shocks in Rural Ethiopia," Economic Development and Cultural Change, University of Chicago Press, vol. 53(1), pages 115-129, October.
    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. Sowmya Dhanaraj, 2014. "Health Shocks and Coping Strategies: State Health Insurance Scheme of Andhra Pradesh, India," WIDER Working Paper Series wp-2014-003, World Institute for Development Economic Research (UNU-WIDER).
    2. Dhanaraj, Sowmya, 2014. "Health shocks and coping strategies: State health insurance scheme of Andhra Pradesh, India," WIDER Working Paper Series 003, World Institute for Development Economic Research (UNU-WIDER).

    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. Robert Sparrow & Ellen Van de Poel & Gracia Hadiwidjaja & Athia Yumna & Nila Warda & Asep Suryahadi, . "Coping with the Economic Consequences of Ill Health in Indonesia," Journal Article, Publications Department.
    2. Robert Sparrow & Ellen Van de Poel & Gracia Hadiwidjaja & Athia Yumna & Nila Warda & Asep Suryahadi, 2014. "Coping With The Economic Consequences Of Ill Health In Indonesia," Health Economics, John Wiley & Sons, Ltd., vol. 23(6), pages 719-728, June.
    3. Khan, Farid & Bedi, Arjun S. & Sparrow, Robert, 2015. "Sickness and Death: Economic Consequences and Coping Strategies of the Urban Poor in Bangladesh," World Development, Elsevier, vol. 72(C), pages 255-266.
    4. Arjun S. Bedi & Sparrow, R.A., 2014. "Sickness and death," ISS Working Papers - General Series 51366, International Institute of Social Studies of Erasmus University Rotterdam (ISS), The Hague.
    5. Robert Sparrow & Ellen Van de Poel & Gracia Hadiwidjaja & Athia Yumna & Nila Warda & Asep Suryahadi, . "Menyiasati Konsekuensi Ekonomi Akibat Kondisi Kesehatan yang Buruk di Indonesia," Journal Article, Publications Department.
    6. Islam, Asadul & Maitra, Pushkar, 2012. "Health shocks and consumption smoothing in rural households: Does microcredit have a role to play?," Journal of Development Economics, Elsevier, vol. 97(2), pages 232-243.
    7. Abhishek Dureja & Digvijay S. Negi, 2022. "Coping with the consequences of short‐term illness shocks: The role of intra‐household labor substitution," Health Economics, John Wiley & Sons, Ltd., vol. 31(7), pages 1402-1422, July.
    8. sowmya, 2015. "Health Shocks and Short-Term Consumption GrowthAuthor-Name: Sowmya Dhanaraj," Working Papers 2015-112, Madras School of Economics,Chennai,India.
    9. Issam Khelfaoui & Yuantao Xie & Muhammad Hafeez & Danish Ahmed & Houssem Eddine Degha & Hicham Meskher, 2022. "Effects of Health Shocks, Insurance, and Education on Income: Fresh Analysis Using CHNS Panel Data," IJERPH, MDPI, vol. 19(14), pages 1-17, July.
    10. Neelsen, Sven & Limwattananon, Supon & O'Donnell, Owen & van Doorslaer, Eddy, 2019. "Universal health coverage: A (social insurance) job half done?," World Development, Elsevier, vol. 113(C), pages 246-258.
    11. Sven Neelsen & Supon Limwattananon & Owen O'Donnell & Eddy van Doorslaer, 2015. "Economic Impact of Illness with Health Insurance but without Income Insurance," Tinbergen Institute Discussion Papers 15-060/V, Tinbergen Institute.
    12. Owen (O.A.) O'Donnell, 2019. "Financial Protection Against Medical Expense," Tinbergen Institute Discussion Papers 19-010/V, Tinbergen Institute.
    13. Sophie Mitra & Michael Palmer & Daniel Mont & Nora Groce, 2016. "Can Households Cope with Health Shocks in Vietnam?," Health Economics, John Wiley & Sons, Ltd., vol. 25(7), pages 888-907, July.
    14. Mani, Subha & Mitra, Sophie & Sambamoorthi, Usha, 2018. "Dynamics in health and employment: Evidence from Indonesia," World Development, Elsevier, vol. 104(C), pages 297-309.
    15. Kalyan Kolukuluri, 2023. "Adverse health shocks, social insurance and household consumption: evidence from Indonesia’s Askeskin program," International Journal of Health Economics and Management, Springer, vol. 23(2), pages 213-235, June.
    16. Ahmed, Haseeb & Cowan, Benjamin, 2021. "Mobile money and healthcare use: Evidence from East Africa," World Development, Elsevier, vol. 141(C).
    17. Dalton, Michael & LaFave, Daniel, 2017. "Mitigating the consequences of a health condition: The role of intra- and interhousehold assistance," Journal of Health Economics, Elsevier, vol. 53(C), pages 38-52.
    18. Nila Warda & Robert Sparrow & Ellen Van de Poel & Gracia Hadiwidjaja & Asep Suryahadi & Athia Yumna, "undated". "Konsekuensi Finansial dari Kondisi Kesehatan yang Buruk dan Mekanisme Koping Informal di Indonesia," Working Papers 3440, Publications Department.
    19. Gaurav, Sarthak, 2015. "Are Rainfed Agricultural Households Insured? Evidence from Five Villages in Vidarbha, India," World Development, Elsevier, vol. 66(C), pages 719-736.
    20. Liu, Kai, 2016. "Insuring against health shocks: Health insurance and household choices," Journal of Health Economics, Elsevier, vol. 46(C), pages 16-32.

    More about this item

    Keywords

    illness; income; consumption smoothing; coping strategies; Indonesia;
    All these keywords.

    JEL classification:

    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • I15 - Health, Education, and Welfare - - Health - - - Health and Economic Development

    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:agg:wpaper:296. 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: Ratri Indah Septiana (email available below). General contact details of provider: https://edirc.repec.org/data/smeruid.html .

    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.