IDEAS home Printed from https://ideas.repec.org/a/spr/aphecp/v14y2016i2d10.1007_s40258-016-0222-9.html
   My bibliography  Save this article

Household Size and the Decision to Purchase Health Insurance in Cambodia: Results of a Discrete-Choice Experiment with Scale Adjustment

Author

Listed:
  • Sachiko Ozawa

    (Johns Hopkins Bloomberg School of Public Health)

  • Simrun Grewal

    (University of Washington)

  • John F.P. Bridges

    (Johns Hopkins Bloomberg School of Public Health
    Johns Hopkins Bloomberg School of Public Health)

Abstract

Background Community-based health insurance (CBHI) schemes have been introduced in low- and middle-income countries to increase health service utilization and provide financial protection from high healthcare expenditures. Objective We assess the impact of household size on decisions to enroll in CBHI and demonstrate how to correct for group disparity in scale (i.e. variance differences). Methods A discrete choice experiment was conducted across five CBHI attributes. Preferences were elicited through forced-choice paired comparison choice tasks designed based on D-efficiency. Differences in preferences were examined between small (1–4 family members) and large (5–12 members) households using conditional logistic regression. Swait and Louviere test was used to identify and correct for differences in scale. Results One-hundred and sixty households were surveyed in Northwest Cambodia. Increased insurance premium was associated with disutility [odds ratio (OR) 0.61, p

Suggested Citation

  • Sachiko Ozawa & Simrun Grewal & John F.P. Bridges, 2016. "Household Size and the Decision to Purchase Health Insurance in Cambodia: Results of a Discrete-Choice Experiment with Scale Adjustment," Applied Health Economics and Health Policy, Springer, vol. 14(2), pages 195-204, April.
  • Handle: RePEc:spr:aphecp:v:14:y:2016:i:2:d:10.1007_s40258-016-0222-9
    DOI: 10.1007/s40258-016-0222-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s40258-016-0222-9
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s40258-016-0222-9?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. World Bank, 2015. "World Development Indicators 2015," World Bank Publications - Books, The World Bank Group, number 21634.
    2. World Bank, 2014. "World Development Indicators 2014," World Bank Publications - Books, The World Bank Group, number 18237.
    3. Abiiro, Gilbert Abotisem & Torbica, Aleksandra & Kwalamasa, Kassim & De Allegri, Manuela, 2014. "Eliciting community preferences for complementary micro health insurance: A discrete choice experiment in rural Malawi," Social Science & Medicine, Elsevier, vol. 120(C), pages 160-168.
    4. van den Berg, Bernard & Van Dommelen, Paula & Stam, Piet & Laske-Aldershof, Trea & Buchmueller, Tom & Schut, Frederik T., 2008. "Preferences and choices for care and health insurance," Social Science & Medicine, Elsevier, vol. 66(12), pages 2448-2459, June.
    5. Doris Wiesmann & Johannes Jütting, 2000. "The emerging movement of community based health insurance in sub-Saharan Africa: Experiences and lessons learned," Africa Spectrum, Institute of African Affairs, GIGA German Institute of Global and Area Studies, Hamburg, vol. 35(2), pages 193-210.
    6. Lloyd Amaghionyeodiwe, 2008. "Determinants of the choice of health care provider in Nigeria," Health Care Management Science, Springer, vol. 11(3), pages 215-227, September.
    7. Dong, Hengjin & De Allegri, Manuela & Gnawali, Devendra & Souares, Aurélia & Sauerborn, Rainer, 2009. "Drop-out analysis of community-based health insurance membership at Nouna, Burkina Faso," Health Policy, Elsevier, vol. 92(2-3), pages 174-179, 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. Anna Nicolet & Clémence Perraudin & Joël Wagner & Ingrid Gilles & Nicolas Krucien & Isabelle Peytremann-Bridevaux & Joachim Marti, 2022. "Patient and Public Preferences for Coordinated Care in Switzerland: Development of a Discrete Choice Experiment," The Patient: Patient-Centered Outcomes Research, Springer;International Academy of Health Preference Research, vol. 15(4), pages 485-496, July.
    2. Nguyen, Trung Thanh & Do, Truong Lam & Halkos, George & Wilson, Clevo, 2020. "Health shocks and natural resource extraction: A Cambodian case study," Ecological Economics, Elsevier, vol. 169(C).
    3. Denis Charles & Magali Dumontet & Meglena Jeleva & Johanna Etner, 2024. "Behavioral drivers of individuals’ Term Life Insurance Demand: evidence from a Discrete Choice Experiment," EconomiX Working Papers 2024-23, University of Paris Nanterre, EconomiX.
    4. Sachiko Ozawa & Tatenda T. Yemeke & Alie F. Tawah & Vivek Kulkarni & Manuela Villar Uribe, 2018. "Out-of-Pocket Household Expenditures on Medical Injections in Cambodia," PharmacoEconomics - Open, Springer, vol. 2(4), pages 415-421, December.
    5. Thiptaiya Sydavong & Daisaku Goto & Keisuke Kawata & Shinji Kaneko & Masaru Ichihashi, 2019. "Potential demand for voluntary community-based health insurance improvement in rural Lao People’s Democratic Republic: A randomized conjoint experiment," PLOS ONE, Public Library of Science, vol. 14(1), pages 1-21, January.
    6. Vikas Soekhai & Esther W. Bekker-Grob & Alan R. Ellis & Caroline M. Vass, 2019. "Discrete Choice Experiments in Health Economics: Past, Present and Future," PharmacoEconomics, Springer, vol. 37(2), pages 201-226, February.

    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. Al Zayed, Islam Sabry & Elagib, Nadir Ahmed & Ribbe, Lars & Heinrich, Jürgen, 2016. "Satellite-based evapotranspiration over Gezira Irrigation Scheme, Sudan: A comparative study," Agricultural Water Management, Elsevier, vol. 177(C), pages 66-76.
    2. Naoyuki Yoshino & Victoriia Alekhina, 2016. "Impact of oil price fluctuations on an energy-exporting economy: Evidence from Russia," Journal of Administrative and Business Studies, Professor Dr. Usman Raja, vol. 2(4), pages 156-166.
    3. Channing Arndt & Felix Asante & James Thurlow, 2015. "Implications of Climate Change for Ghana’s Economy," Sustainability, MDPI, vol. 7(6), pages 1-18, June.
    4. Determann, Domino & Lambooij, Mattijs S. & de Bekker-Grob, Esther W. & Hayen, Arthur P. & Varkevisser, Marco & Schut, Frederik T. & Wit, G. Ardine de, 2016. "What health plans do people prefer? The trade-off between premium and provider choice," Social Science & Medicine, Elsevier, vol. 165(C), pages 10-18.
    5. Miomir Jovanović & Ljiljana Kašćelan & Aleksandra Despotović & Vladimir Kašćelan, 2015. "The Impact of Agro-Economic Factors on GHG Emissions: Evidence from European Developing and Advanced Economies," Sustainability, MDPI, vol. 7(12), pages 1-21, December.
    6. Kaan Kutlay & Okan Veli Safakli, 2018. "The Relationship between Bank Profitability and Micro Variables with Particular Emphasis on Bank Type: The Case of Northern Cyprus," International Journal of Academic Research in Accounting, Finance and Management Sciences, Human Resource Management Academic Research Society, International Journal of Academic Research in Accounting, Finance and Management Sciences, vol. 8(1), pages 26-40, January.
    7. Liyan Feng & Jun Zhai & Lei Chen & Wuqiang Long & Jiangping Tian & Bin Tang, 2017. "Increasing the application of gas engines to decrease China’s GHG emissions," Mitigation and Adaptation Strategies for Global Change, Springer, vol. 22(6), pages 839-861, August.
    8. Irwan Shah Zainal Abidin & Muhammad Haseeb & Muhammad Azam & Rabiul Islam, 2015. "Foreign Direct Investment, Financial Development, International Trade and Energy Consumption: Panel Data Evidence from Selected ASEAN Countries," International Journal of Energy Economics and Policy, Econjournals, vol. 5(3), pages 841-850.
    9. Wameq A. Raza & Ellen van de Poel & Arjun Bedi & Frans Rutten, 2016. "Impact of Community‐based Health Insurance on Access and Financial Protection: Evidence from Three Randomized Control Trials in Rural India," Health Economics, John Wiley & Sons, Ltd., vol. 25(6), pages 675-687, June.
    10. Sayeeda Bano & Nawal K. Paswan, 2016. "New Zealand–India Trade Relations and Growth Potential: An Empirical Analysis," India Quarterly: A Journal of International Affairs, , vol. 72(1), pages 50-74, March.
    11. Olanubi, Sijuola Orioye & Osode, Oluwanbepelumi Esther, 2017. "The efficiency of government spending on health: A comparison of different administrations in Nigeria," Journal of Policy Modeling, Elsevier, vol. 39(1), pages 79-98.
    12. Gulati, Ashok & Saini, Shweta, 2015. "India's Political Economy Responses to Global Food Price Shock of 2007-08: Learning Some Lesson," 2015 Conference, August 9-14, 2015, Milan, Italy 212636, International Association of Agricultural Economists.
    13. Ida Bastiaens & Evgeny Postnikov, 2020. "Social standards in trade agreements and free trade preferences: An empirical investigation," The Review of International Organizations, Springer, vol. 15(4), pages 793-816, October.
    14. Rapeepong Suphanchaimat & Nareerut Pudpong & Phusit Prakongsai & Weerasak Putthasri & Johanna Hanefeld & Anne Mills, 2019. "The Devil Is in the Detail—Understanding Divergence between Intention and Implementation of Health Policy for Undocumented Migrants in Thailand," IJERPH, MDPI, vol. 16(6), pages 1-19, March.
    15. Finn Ole Semrau & Rainer Thiele, 2017. "Brazil's Development Cooperation: Following in China's and India's Footsteps?," Journal of International Development, John Wiley & Sons, Ltd., vol. 29(3), pages 287-307, April.
    16. Luitfred Kissoly & Anja Faße & Ulrike Grote, 2017. "The integration of smallholders in agricultural value chain activities and food security: evidence from rural Tanzania," Food Security: The Science, Sociology and Economics of Food Production and Access to Food, Springer;The International Society for Plant Pathology, vol. 9(6), pages 1219-1235, December.
    17. José Aguilar-Retureta, 2015. "Regional income distribution in Mexico: new long-term evidence, 1895-2010," UB School of Economics Working Papers 2015/323, University of Barcelona School of Economics.
    18. Sagnik Bagchi & Surajit Bhattacharyya, 2019. "Country-Specific Determinants of Intra-Industry Trade in India," Foreign Trade Review, , vol. 54(3), pages 129-158, August.
    19. Laura MAXIM (DIACONU) & Corneliu DIACONU & Andrei MAXIM, 2015. "The Evolution Of The Medical System And Health Status In Romania After The Collapse Of Communism," CES Working Papers, Centre for European Studies, Alexandru Ioan Cuza University, vol. 7(2a), pages 555-565, September.
    20. Line Neerup Handlos & Karen Fog Olwig & Ib Christian Bygbjerg & Maria Kristiansen & Marie Louise Norredam, 2015. "Return Migration among Elderly, Chronically Ill Bosnian Refugees: Does Health Matter?," IJERPH, MDPI, vol. 12(10), pages 1-19, October.

    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:spr:aphecp:v:14:y:2016:i:2:d:10.1007_s40258-016-0222-9. 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 .

    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.