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Do time preferences explain low health insurance take‐up?

Author

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  • Aurélien Baillon
  • Owen O'Donnell
  • Stella Quimbo
  • Kim van Wilgenburg

Abstract

Low insurance take‐up in low‐income populations is not easily explained by the standard single‐period expected utility model of insurance that overlooks the relevance of time preference when liquidity is constrained. We design field survey instruments to elicit quasi‐hyperbolic time preferences, as well as prospect theory risk preferences, and use them to examine whether time preferences explain health insurance behavior of low‐income Filipinos. Consistent with theory, those with stronger parameterized time preference are less likely to insure and the partial association is most pronounced at low wealth where liquidity is most likely to be constrained. Among those with better understanding of insurance, lower take‐up is also associated with present bias. We do not find that insurance is significantly associated with risk preferences.

Suggested Citation

  • Aurélien Baillon & Owen O'Donnell & Stella Quimbo & Kim van Wilgenburg, 2022. "Do time preferences explain low health insurance take‐up?," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 89(4), pages 951-983, December.
  • Handle: RePEc:bla:jrinsu:v:89:y:2022:i:4:p:951-983
    DOI: 10.1111/jori.12395
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    1. Mark Dean & Anja Sautmann, 2021. "Credit Constraints and the Measurement of Time Preferences," The Review of Economics and Statistics, MIT Press, vol. 103(1), pages 119-135, March.
    2. Daniel J. Clarke, 2016. "A Theory of Rational Demand for Index Insurance," American Economic Journal: Microeconomics, American Economic Association, vol. 8(1), pages 283-306, February.
    3. Joseph J. Capuno & Aleli D. Kraft & Stella Quimbo & Carlos R. Tan & Adam Wagstaff, 2016. "Effects of Price, Information, and Transactions Cost Interventions to Raise Voluntary Enrollment in a Social Health Insurance Scheme: A Randomized Experiment in the Philippines," Health Economics, John Wiley & Sons, Ltd., vol. 25(6), pages 650-662, June.
    4. Hans P. Binswanger, 1980. "Attitudes Toward Risk: Experimental Measurement in Rural India," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 62(3), pages 395-407.
    5. Shawn Cole & Xavier Gine & Jeremy Tobacman & Petia Topalova & Robert Townsend & James Vickery, 2013. "Barriers to Household Risk Management: Evidence from India," American Economic Journal: Applied Economics, American Economic Association, vol. 5(1), pages 104-135, January.
    6. Levon Barseghyan & Francesca Molinari & Ted O'Donoghue & Joshua C. Teitelbaum, 2013. "The Nature of Risk Preferences: Evidence from Insurance Choices," American Economic Review, American Economic Association, vol. 103(6), pages 2499-2529, October.
    7. Aurélien Baillon & Aleli Kraft & Owen O’Donnell & Kim Wilgenburg, 2022. "A behavioral decomposition of willingness to pay for health insurance," Journal of Risk and Uncertainty, Springer, vol. 64(1), pages 43-87, February.
    8. Steffen Andersen & Glenn W. Harrison & Morten I. Lau & E. Elisabet Rutström, 2008. "Eliciting Risk and Time Preferences," Econometrica, Econometric Society, vol. 76(3), pages 583-618, May.
    9. Dean Karlan & Robert Osei & Isaac Osei-Akoto & Christopher Udry, 2014. "Agricultural Decisions after Relaxing Credit and Risk Constraints," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 129(2), pages 597-652.
    10. Burks, Stephen & Carpenter, Jeffrey & Götte, Lorenz & Rustichini, Aldo, 2012. "Which measures of time preference best predict outcomes: Evidence from a large-scale field experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 84(1), pages 308-320.
    11. Frank Schilbach & Heather Schofield & Sendhil Mullainathan, 2016. "The Psychological Lives of the Poor," American Economic Review, American Economic Association, vol. 106(5), pages 435-440, May.
    12. Leandro S. Carvalho & Stephan Meier & Stephanie W. Wang, 2016. "Poverty and Economic Decision-Making: Evidence from Changes in Financial Resources at Payday," American Economic Review, American Economic Association, vol. 106(2), pages 260-284, February.
    13. Tversky, Amos & Kahneman, Daniel, 1992. "Advances in Prospect Theory: Cumulative Representation of Uncertainty," Journal of Risk and Uncertainty, Springer, vol. 5(4), pages 297-323, October.
    14. Baillon, Aurélien & Capuno, Joseph & O'Donnell, Owen & Tan, Carlos Antonio & van Wilgenburg, Kim, 2022. "Persistent effects of temporary incentives: Evidence from a nationwide health insurance experiment," Journal of Health Economics, Elsevier, vol. 81(C).
    15. James Andreoni & Charles Sprenger, 2012. "Estimating Time Preferences from Convex Budgets," American Economic Review, American Economic Association, vol. 102(7), pages 3333-3356, December.
    16. Wakker, Peter P & Thaler, Richard H & Tversky, Amos, 1997. "Probabilistic Insurance," Journal of Risk and Uncertainty, Springer, vol. 15(1), pages 7-28, October.
    17. Belissa, Temesgen & Bulte, Erwin & Cecchi, Francesco & Gangopadhyay, Shubhashis & Lensink, Robert, 2019. "Liquidity constraints, informal institutions, and the adoption of weather insurance: A randomized controlled Trial in Ethiopia," Journal of Development Economics, Elsevier, vol. 140(C), pages 269-278.
    18. Wang, Mei & Rieger, Marc Oliver & Hens, Thorsten, 2016. "How time preferences differ: Evidence from 53 countries," Journal of Economic Psychology, Elsevier, vol. 52(C), pages 115-135.
    19. Thaler, Richard, 1981. "Some empirical evidence on dynamic inconsistency," Economics Letters, Elsevier, vol. 8(3), pages 201-207.
    20. Gin, Xavier & Yang, Dean, 2009. "Insurance, credit, and technology adoption: Field experimental evidencefrom Malawi," Journal of Development Economics, Elsevier, vol. 89(1), pages 1-11, May.
    21. Juan Camilo Cardenas & Jeffrey Carpenter, 2008. "Behavioural Development Economics: Lessons from Field Labs in the Developing World," Journal of Development Studies, Taylor & Francis Journals, vol. 44(3), pages 311-338.
    22. Thomas F Epper & Helga Fehr-Duda, 2021. "RISK IN TIME: The Intertwined Nature of Risk Taking and Time Discounting," Working Papers hal-03473431, HAL.
    23. Henry Stott, 2006. "Cumulative prospect theory's functional menagerie," Journal of Risk and Uncertainty, Springer, vol. 32(2), pages 101-130, March.
    24. Charles A. Holt & Susan K. Laury, 2002. "Risk Aversion and Incentive Effects," American Economic Review, American Economic Association, vol. 92(5), pages 1644-1655, December.
    25. Tomomi Tanaka & Colin F. Camerer & Quang Nguyen, 2010. "Risk and Time Preferences: Linking Experimental and Household Survey Data from Vietnam," American Economic Review, American Economic Association, vol. 100(1), pages 557-571, March.
    26. Tal Gross & Timothy J. Layton & Daniel Prinz, 2022. "The Liquidity Sensitivity of Healthcare Consumption: Evidence from Social Security Payments," American Economic Review: Insights, American Economic Association, vol. 4(2), pages 175-190, June.
    27. Jonathan Cohen & Keith Marzilli Ericson & David Laibson & John Myles White, 2020. "Measuring Time Preferences," Journal of Economic Literature, American Economic Association, vol. 58(2), pages 299-347, June.
    28. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    29. Yanyan Liu & Kevin Chen & Ruth V. Hill, 2020. "Delayed Premium Payment, Insurance Adoption, and Household Investment in Rural China," American Journal of Agricultural Economics, John Wiley & Sons, vol. 102(4), pages 1177-1197, August.
    30. Lena Giesbert & Susan Steiner & Mirko Bendig, 2011. "Participation in Micro Life Insurance and the Use of Other Financial Services in Ghana," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 78(1), pages 7-35, March.
    31. Ferdinand M. Vieider & Peter Martinsson & Pham Khanh Nam & Nghi Truong, 2019. "Risk preferences and development revisited," Theory and Decision, Springer, vol. 86(1), pages 1-21, February.
    32. Chemin, Matthieu, 2018. "Informal Groups and Health Insurance Take-up Evidence from a Field Experiment," World Development, Elsevier, vol. 101(C), pages 54-72.
    33. Takeuchi, Kan, 2011. "Non-parametric test of time consistency: Present bias and future bias," Games and Economic Behavior, Elsevier, vol. 71(2), pages 456-478, March.
    34. Manasan, Rosario G., 2011. "Expanding Social Health Insurance Coverage: New Issues and Challenges," Discussion Papers DP 2011-21, Philippine Institute for Development Studies.
    35. Janssens, Wendy & Kramer, Berber & Swart, Lisette, 2017. "Be patient when measuring hyperbolic discounting: Stationarity, time consistency and time invariance in a field experiment," Journal of Development Economics, Elsevier, vol. 126(C), pages 77-90.
    36. Quang Nguyen & Colin Camerer & Tomomi Tanaka, 2010. "Risk and Time Preferences Linking Experimental and Household Data from Vietnam," Post-Print halshs-00547090, HAL.
    37. Matias D. Cattaneo & Michael Jansson, 2018. "Kernel†Based Semiparametric Estimators: Small Bandwidth Asymptotics and Bootstrap Consistency," Econometrica, Econometric Society, vol. 86(3), pages 955-995, May.
    38. Yoram Halevy, 2015. "Time Consistency: Stationarity and Time Invariance," Econometrica, Econometric Society, vol. 83, pages 335-352, January.
    39. Drazen Prelec, 1998. "The Probability Weighting Function," Econometrica, Econometric Society, vol. 66(3), pages 497-528, May.
    40. Andreoni, James & Kuhn, Michael A. & Sprenger, Charles, 2015. "Measuring time preferences: A comparison of experimental methods," Journal of Economic Behavior & Organization, Elsevier, vol. 116(C), pages 451-464.
    41. Platteau, Jean-Philippe & De Bock, Ombeline & Gelade, Wouter, 2017. "The Demand for Microinsurance: A Literature Review," World Development, Elsevier, vol. 94(C), pages 139-156.
    42. Loewenstein, George, 1987. "Anticipation and the Valuation of Delayed Consumption," Economic Journal, Royal Economic Society, vol. 97(387), pages 666-684, September.
    43. Shane Frederick & George Loewenstein & Ted O'Donoghue, 2002. "Time Discounting and Time Preference: A Critical Review," Journal of Economic Literature, American Economic Association, vol. 40(2), pages 351-401, June.
    44. Uri Benzion & Amnon Rapoport & Joseph Yagil, 1989. "Discount Rates Inferred from Decisions: An Experimental Study," Management Science, INFORMS, vol. 35(3), pages 270-284, March.
    45. Johannes G. Jaspersen & Marc A. Ragin & Justin R. Sydnor, 2022. "Predicting insurance demand from risk attitudes," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 89(1), pages 63-96, March.
    46. Lorenzo Casaburi & Jack Willis, 2018. "Time versus State in Insurance: Experimental Evidence from Contract Farming in Kenya," American Economic Review, American Economic Association, vol. 108(12), pages 3778-3813, December.
    47. Pascaline Dupas, 2011. "Health Behavior in Developing Countries," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 425-449, September.
    48. Marc Scholten & Daniel Read, 2006. "Discounting by Intervals: A Generalized Model of Intertemporal Choice," Management Science, INFORMS, vol. 52(9), pages 1424-1436, September.
    49. Justin Sydnor, 2010. "(Over)insuring Modest Risks," American Economic Journal: Applied Economics, American Economic Association, vol. 2(4), pages 177-199, October.
    50. Ferdinand M. Vieider & Mathieu Lefebvre & Ranoua Bouchouicha & Thorsten Chmura & Rustamdjan Hakimov & Michal Krawczyk & Peter Martinsson, 2015. "Common Components Of Risk And Uncertainty Attitudes Across Contexts And Domains: Evidence From 30 Countries," Journal of the European Economic Association, European Economic Association, vol. 13(3), pages 421-452, June.
    51. Han Bleichrodt & Yu Gao & Kirsten I. M. Rohde, 2016. "A measurement of decreasing impatience for health and money," Journal of Risk and Uncertainty, Springer, vol. 52(3), pages 213-231, June.
    52. David Laibson, 1997. "Golden Eggs and Hyperbolic Discounting," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 112(2), pages 443-478.
    53. Rebecca L. Thornton & Laurel E. Hatt & Erica M. Field & Mursaleena Islam & Freddy Solís Diaz & Martha Azucena González, 2010. "Social security health insurance for the informal sector in Nicaragua: a randomized evaluation," Health Economics, John Wiley & Sons, Ltd., vol. 19(S1), pages 181-206, September.
    54. Charness, Gary & Gneezy, Uri & Imas, Alex, 2013. "Experimental methods: Eliciting risk preferences," Journal of Economic Behavior & Organization, Elsevier, vol. 87(C), pages 43-51.
    55. Aurélien Baillon & Aleli Kraft & Owen O’donnell & Kim van Wilgenburg, 2022. "A behavioral decomposition of willingness to pay for health insurance," Post-Print halshs-03908459, HAL.
    56. Casaburi, Lorenzo & ,, 2018. "Time vs. State in Insurance: Experimental Evidence from Contract Farming in Kenya," CEPR Discussion Papers 12896, C.E.P.R. Discussion Papers.
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