IDEAS home Printed from https://ideas.repec.org/a/spr/hecrev/v7y2017i1d10.1186_s13561-017-0177-z.html
   My bibliography  Save this article

Does spending matters? Re-looking into various covariates associated with Out of Pocket Expenditure (OOPE) and catastrophic spending on accidental injury from NSSO 71st round data

Author

Listed:
  • Jalandhar Pradhan

    (National Institute of Technology)

  • Rinshu Dwivedi

    (National Institute of Technology)

  • Sanghamitra Pati

    (Regional Medical Research Centre)

  • Sarit Kumar Rout

    (Indian Institute of Public Health-PHFI)

Abstract

Background Accidental Injury is a traumatic event which not only influences physical, psychological, and social wellbeing of the households but also exerts extensive financial burden on them. Despite the devastating economic burden of injuries, in India, there is limited data available on injury epidemiology. This paper aims to, first, examine the socio-economic differentials in Out of Pocket Expenditure (OOPE) on accidental injury; second, to look into the level of Catastrophic Health Expenditure (CHE) at different threshold levels; and last, to explore the adjusted effect of various socio-economic covariates on the level of CHE. Methods Data was extracted from the key indicators of social consumption in India: Health, National Sample Survey Organisation (NSSO), conducted by the Government of India during January–June-2014. Logistic regression analysis was employed to analyse the various covariates of OOPE and CHE associated to accidental injury. Findings Binary Logistic analysis has demonstrated a significant association between socioeconomic status of the households and the level of OOPE and CHE on accidental injury care. People who used private health services incurred 16 times higher odds of CHE than those who availed public facilities. The result shows that if the person is covered via any type of insurance, the odd of CHE was lower by about 28% than the uninsured. Longer duration of stay and death due to accidental injury was positively associated with higher level of OOPE. Economic status, nature of healthcare facility availed and regional affiliation significantly influence the level of OOPE and CHE. Conclusion Despite numerous efforts by the Central and State governments to reduce the financial burden of healthcare, large number of households are still paying a significant amount from their own pockets. There are huge differentials in cost for the treatment among public and private healthcare providers for accidental injury. It is expected that the findings would provide insights into the prevailing magnitude of accidental injuries in India, the profile of the population affected, and the level of OOPE among households.

Suggested Citation

  • Jalandhar Pradhan & Rinshu Dwivedi & Sanghamitra Pati & Sarit Kumar Rout, 2017. "Does spending matters? Re-looking into various covariates associated with Out of Pocket Expenditure (OOPE) and catastrophic spending on accidental injury from NSSO 71st round data," Health Economics Review, Springer, vol. 7(1), pages 1-16, December.
    • Handle: RePEc:spr:hecrev:v:7:y:2017:i:1:d:10.1186_s13561-017-0177-z
    DOI: 10.1186/s13561-017-0177-z
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1186/s13561-017-0177-z
    File Function: Abstract
    Download Restriction: no
    File URL: https://libkey.io/10.1186/s13561-017-0177-z?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
    ---><---

    References listed on IDEAS

    as
    1. repec:cup:judgdm:v:1:y:2006:i::p:48-63 is not listed on IDEAS
    2. Manoj Mohanan, 2013. "Causal Effects of Health Shocks on Consumption and Debt: Quasi-Experimental Evidence from Bus Accident Injuries," The Review of Economics and Statistics, MIT Press, vol. 95(2), pages 673-681, May.
    3. Grimm, Michael & Treibich, Carole, 2016. "Why do some motorbike riders wear a helmet and others don’t? Evidence from Delhi, India," Transportation Research Part A: Policy and Practice, Elsevier, vol. 88(C), pages 318-336.
    4. Pushpendra Singh & Virendra Kumar, 2017. "The Rising Burden of Healthcare Expenditure in India: A Poverty Nexus," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 133(2), pages 741-762, September.
    5. Adam Wagstaff & Eddy van Doorslaer, 2003. "Catastrophe and impoverishment in paying for health care: with applications to Vietnam 1993–1998," Health Economics, John Wiley & Sons, Ltd., vol. 12(11), pages 921-933, November.
    6. Ramune Kalediene & Skirmante Starkuviene & Jadvyga Petrauskiene, 2006. "Social dimensions of mortality from external causes in Lithuania: do education and place of residence matter?," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 51(4), pages 232-239, July.
    7. Ministry of Statistics and Prog Implementation (MOSPI), 2015. "Key Indicators of Social Consumption in India Health," Working Papers id:7118, eSocialSciences.
    8. Menno Pradhan & Nicholas Prescott, 2002. "Social risk management options for medical care in Indonesia," Health Economics, John Wiley & Sons, Ltd., vol. 11(5), pages 431-446, July.
    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. Bhed Ram & Ramna Thakur, 2022. "Measuring the burden of accidental injuries in India: a cross-sectional analysis of the National Sample Survey (2017–18)," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-18, December.

    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. Mohammad Abu-Zaineh & Habiba Romdhane & Bruno Ventelou & Jean-Paul Moatti & Arfa Chokri, 2013. "Appraising financial protection in health: the case of Tunisia," International Journal of Health Economics and Management, Springer, vol. 13(1), pages 73-93, March.
    2. 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.
    3. Indrani Gupta, 2015. "Financing for Health Coverage in India: Issues and Concerns," Working Papers id:7008, eSocialSciences.
    4. Richard Mussa, 2016. "Exit from catastrophic health payments: a method and an application to Malawi," International Journal of Health Economics and Management, Springer, vol. 16(2), pages 163-174, June.
    5. Bernal, Noelia & Carpio, Miguel A. & Klein, Tobias J., 2017. "The effects of access to health insurance: Evidence from a regression discontinuity design in Peru," Journal of Public Economics, Elsevier, vol. 154(C), pages 122-136.
    6. Dilek Basar & Sarah Brown & Arne Risa Hole, 2012. "Out-of-Pocket Health Care Expenditure in Turkey: Analysis of the Household Budget Surveys 2002-2008," Working Papers 2012020, The University of Sheffield, Department of Economics.
    7. Brown, Sarah & Hole, Arne Risa & Kilic, Dilek, 2014. "Out-of-pocket health care expenditure in Turkey: Analysis of the 2003–2008 Household Budget Surveys," Economic Modelling, Elsevier, vol. 41(C), pages 211-218.
    8. Ligane Séne & Momath Cissé, 2015. "Catastrophic out-of-pocket payments for health and poverty nexus: evidence from Senegal," International Journal of Health Economics and Management, Springer, vol. 15(3), pages 307-328, September.
    9. Flores, Gabriela & O’Donnell, Owen, 2016. "Catastrophic medical expenditure risk," Journal of Health Economics, Elsevier, vol. 46(C), pages 1-15.
    10. 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.
    11. Raja Ramachandran & Vivekanand Jha, 2013. "Kidney Transplantation Is Associated with Catastrophic Out of Pocket Expenditure in India," PLOS ONE, Public Library of Science, vol. 8(7), pages 1-6, July.
    12. Sulakshana Nandi & Helen Schneider & Priyanka Dixit, 2017. "Hospital utilization and out of pocket expenditure in public and private sectors under the universal government health insurance scheme in Chhattisgarh State, India: Lessons for universal health cover," PLOS ONE, Public Library of Science, vol. 12(11), pages 1-18, November.
    13. Owen (O.A.) O'Donnell, 2019. "Financial Protection Against Medical Expense," Tinbergen Institute Discussion Papers 19-010/V, Tinbergen Institute.
    14. Azam, Mehtabul, 2018. "Does Social Health Insurance Reduce Financial Burden? Panel Data Evidence from India," World Development, Elsevier, vol. 102(C), pages 1-17.
    15. Arnousse Beaulière & Siaka Touré & Pierre-Kébreau Alexandre & Koko Koné & Alex Pouhé & Bertin Kouadio & Neige Journy & Jérôme Son & Virginie Ettiègne-Traoré & François Dabis & Serge Eholié & Xavier An, 2010. "The Financial Burden of Morbidity in HIV-Infected Adults on Antiretroviral Therapy in Côte d'Ivoire," PLOS ONE, Public Library of Science, vol. 5(6), pages 1-7, June.
    16. Eddy van Doorslaer & Owen O'Donnell, 2008. "Measurement and Explanation of Inequality in Health and Health Care in Low-Income Settings," WIDER Working Paper Series DP2008-04, World Institute for Development Economic Research (UNU-WIDER).
    17. Ligane Massamba Séne & Ousmane Badiane, 2016. "Out-of-pocket health payments: a catalyst for agriculturalproductivity growth, but with potentially impoverishingeffects in Senegal," Review of Agricultural, Food and Environmental Studies, INRA Department of Economics, vol. 97(1), pages 29-49.
    18. Limwattananon, Supon & Neelsen, Sven & O'Donnell, Owen & Prakongsai, Phusit & Tangcharoensathien, Viroj & van Doorslaer, Eddy & Vongmongkol, Vuthiphan, 2015. "Universal coverage with supply-side reform: The impact on medical expenditure risk and utilization in Thailand," Journal of Public Economics, Elsevier, vol. 121(C), pages 79-94.
    19. Syed M. Ahsan & Syed Abdul Hamid & Shubhasish Barua, 2012. "Utilisation of Formal Health Care and Out-of-Pocket Payments in Rural Bangladesh," Working Papers 13, Institute of Microfinance (InM).
    20. Mussa, Richard, 2015. "Catastrophic health payments in Malawi: analysis of determinants using a zero-inflated beta regression," MPRA Paper 65201, University Library of Munich, Germany.

    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:spr:hecrev:v:7:y:2017:i:1:d:10.1186_s13561-017-0177-z. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com/economics/journal/13561 .

    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.