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Moral Hazard in Health Insurance: Do Dynamic Incentives Matter?

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  1. Zarek C. Brot-Goldberg & Amitabh Chandra & Benjamin R. Handel & Jonathan T. Kolstad, 2017. "What does a Deductible Do? The Impact of Cost-Sharing on Health Care Prices, Quantities, and Spending Dynamics," The Quarterly Journal of Economics, Oxford University Press, vol. 132(3), pages 1261-1318.
  2. Toshiaki Iizuka & Hitoshi Shigeoka, 2018. "Free for Children? Patient Cost-sharing and Healthcare Utilization," NBER Working Papers 25306, National Bureau of Economic Research, Inc.
  3. Klein, Tobias & Salm, Martin & Upadhyay, Suraj, 2020. "The Response to Dynamic Incentives in Insurance Contracts with a Deductible: Evidence from a Differences-in-Regression-Disconti," CEPR Discussion Papers 14552, C.E.P.R. Discussion Papers.
  4. Patricia H. Born & Evan M. Eastman & E. Tice Sirmans, 2023. "Managed care or carefully managed? Management of underwriting profitability by health insurers," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 48(1), pages 5-31, January.
  5. Li, Li & Jeuland, Marc, 2023. "Household water savings and response to dynamic incentives under nonlinear pricing," Journal of Environmental Economics and Management, Elsevier, vol. 119(C).
  6. Natalia Serna, 2021. "Cost sharing and the demand for health services in a regulated market," Health Economics, John Wiley & Sons, Ltd., vol. 30(6), pages 1259-1275, June.
  7. Martin Gaynor & Kate Ho & Robert J. Town, 2015. "The Industrial Organization of Health-Care Markets," Journal of Economic Literature, American Economic Association, vol. 53(2), pages 235-284, June.
  8. Bergemann, Dirk & Pavan, Alessandro, 2015. "Introduction to Symposium on Dynamic Contracts and Mechanism Design," Journal of Economic Theory, Elsevier, vol. 159(PB), pages 679-701.
  9. Martin B. Hackmann & R. Vincent Pohl & Nicolas R. Ziebarth, 2018. "Patient Versus Provider Incentives in Long Term Care," NBER Working Papers 25178, National Bureau of Economic Research, Inc.
  10. Einav, Liran & Finkelstein, Amy & Schrimpf, Paul, 2019. "Reprint of: Bunching at the kink: Implications for spending responses to health insurance contracts," Journal of Public Economics, Elsevier, vol. 171(C), pages 117-130.
  11. Hsing-Hsiang Huang & Michael R. Moore, 2018. "Farming under Weather Risk: Adaptation, Moral Hazard, and Selection on Moral Hazard," NBER Chapters, in: Agricultural Productivity and Producer Behavior, pages 77-124, National Bureau of Economic Research, Inc.
  12. Kevin Devereux & Mona Balesh Abadi & Farah Omran, 2019. "Correcting for Transitory Effects in RCTs: Application to the RAND Health Insurance Experiment," Working Papers 201910, School of Economics, University College Dublin.
  13. Liran Einav & Amy Finkelstein, 2018. "Moral Hazard in Health Insurance: What We Know and How We Know It," Journal of the European Economic Association, European Economic Association, vol. 16(4), pages 957-982.
  14. Minke Remmerswaal & Jan Boone & Michiel Bijlsma & Rudy Douven, 2017. "Cost-Sharing Design Matters: A Comparison of the Rebate and Deductible in Healthcare," CPB Discussion Paper 367, CPB Netherlands Bureau for Economic Policy Analysis.
  15. Liran Einav & Amy Finkelstein & Maria Polyakova, 2018. "Private Provision of Social Insurance: Drug-Specific Price Elasticities and Cost Sharing in Medicare Part D," American Economic Journal: Economic Policy, American Economic Association, vol. 10(3), pages 122-153, August.
  16. Damian Bäumlisberger, 2021. "A Nozickian Case for Compulsory Employment Injury Insurance: The Example of Sweatshops," Journal of Business Ethics, Springer, vol. 173(1), pages 13-27, September.
  17. Stefanie Thönnes, 2019. "Ex-post moral hazard in the health insurance market: empirical evidence from German data," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(9), pages 1317-1333, December.
  18. Kowalski, Amanda E., 2015. "Estimating the tradeoff between risk protection and moral hazard with a nonlinear budget set model of health insurance," International Journal of Industrial Organization, Elsevier, vol. 43(C), pages 122-135.
  19. M. Antonini & R. C. van Kleef & J. Henriquez & F. Paolucci, 2023. "Can risk rating increase the ability of voluntary deductibles to reduce moral hazard?," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 48(1), pages 130-156, January.
  20. Abhijit Banerjee & Amy Finkelstein & Rema Hanna & Benjamin A. Olken & Arianna Ornaghi & Sudarno Sumarto, 2019. "The Challenges of Universal Health Insurance in Developing Countries: Evidence from a Large-scale Randomized Experiment in Indonesia," NBER Working Papers 26204, National Bureau of Economic Research, Inc.
  21. Sá, Luís & Straume, Odd Rune, 2021. "Quality provision in hospital markets with demand inertia: The role of patient expectations," Journal of Health Economics, Elsevier, vol. 80(C).
  22. Anja Sautmann & Samuel Brown & Mark Dean, 2016. "Subsidies, Information, and the Timing of Children’s Health Care in Mali," Working Papers 2016-2, Brown University, Department of Economics.
  23. Yu, Serena & van Gool, Kees & Hall, Jane & Fiebig, Denzil G., 2019. "Physician pricing behavior: Evidence from an Australian experiment," Journal of Economic Behavior & Organization, Elsevier, vol. 161(C), pages 20-34.
  24. Johansson, Naimi & de New, Sonja C. & Kunz, Johannes S. & Petrie, Dennis & Svensson, Mikael, 2023. "Reductions in out-of-pocket prices and forward-looking moral hazard in health care demand," Journal of Health Economics, Elsevier, vol. 87(C).
  25. Alpert, Abby, 2016. "The anticipatory effects of Medicare Part D on drug utilization," Journal of Health Economics, Elsevier, vol. 49(C), pages 28-45.
  26. Mona Balesh Abadi & Kevin Devereux & Farah Omran, 2023. "Correcting for transitory effects in RCTs: Evidence from the RAND Health Insurance Experiment," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(1), pages 288-305, February.
  27. Keith M. Marzilli Ericson & Kimberley H. Geissler & Benjamin Lubin, 2018. "The Impact of Partial-Year Enrollment on the Accuracy of Risk-Adjustment Systems: A Framework and Evidence," American Journal of Health Economics, MIT Press, vol. 4(4), pages 454-478, Fall.
  28. Einav, Liran & Finkelstein, Amy & Schrimpf, Paul, 2017. "Bunching at the kink: Implications for spending responses to health insurance contracts," Journal of Public Economics, Elsevier, vol. 146(C), pages 27-40.
  29. Remmerswaal, Minke & Boone, Jan & Bijlsma, Michiel & Douven, Rudy, 2019. "Cost-sharing design matters: A comparison of the rebate and deductible in healthcare," Journal of Public Economics, Elsevier, vol. 170(C), pages 83-97.
  30. Dahl, Gordon B. & Forbes, Silke J., 2023. "Doctor switching costs," Journal of Public Economics, Elsevier, vol. 221(C).
  31. Boone, Jan & Remmerswaal, Minke & Bijlsma, Michiel & Douven, Rudy, 2017. "Cost-Sharing Design Matters: A Comparison of the Rebate and Deductible in Healthcare," CEPR Discussion Papers 12507, C.E.P.R. Discussion Papers.
  32. Lin, Haizhen & Sacks, Daniel W., 2019. "Intertemporal substitution in health care demand: Evidence from the RAND Health Insurance Experiment," Journal of Public Economics, Elsevier, vol. 175(C), pages 29-43.
  33. Chernew, Michael & Cooper, Zack & Hallock, Eugene Larsen & Scott Morton, Fiona, 2021. "Physician agency, consumerism, and the consumption of lower-limb MRI scans," Journal of Health Economics, Elsevier, vol. 76(C).
  34. Klein, Tobias J. & Salm, Martin & Upadhyay, Suraj, 2022. "The response to dynamic incentives in insurance contracts with a deductible: Evidence from a differences-in-regression-discontinuities design," Journal of Public Economics, Elsevier, vol. 210(C).
  35. Woodard, Joshua, 2016. "Estimation of Insurance Deductible Demand under Endogenous Premium Rates," 2016 Annual Meeting, July 31-August 2, Boston, Massachusetts 236151, Agricultural and Applied Economics Association.
  36. Randall P. Ellis & Wenjia Zhu, 2016. "Health Plan Type Variations in Spells of Health-Care Treatment," American Journal of Health Economics, University of Chicago Press, vol. 2(4), pages 399-430, Fall.
  37. Remmerswaal, Minke & Boone, Jan & Bijlsma, Michiel & Douven, R.C.M.H., 2017. "Cost-Sharing Design Matters : A Comparison of the Rebate and Deductible in Healthcare," Other publications TiSEM 67163c04-3d3b-499c-882c-d, Tilburg University, School of Economics and Management.
  38. Judith Liu & Yuting Zhang & Cameron M. Kaplan, 2023. "Effects of Medicare Part D coverage gap closure on utilization of branded and generic drugs," Health Economics, John Wiley & Sons, Ltd., vol. 32(3), pages 639-653, March.
  39. Remmerswaal, Minke & Boone, Jan & Bijlsma, Michiel & Douven, R.C.M.H., 2017. "Cost-Sharing Design Matters : A Comparison of the Rebate and Deductible in Healthcare," Other publications TiSEM 624251d4-89fb-4c0b-8dd1-f, Tilburg University, School of Economics and Management.
  40. Kairies-Schwarz, Nadja & Harrison, Glenn W. & Han, Johann, 2018. "Deductibles and Health Care Utilization: An Experiment on the Role of Forward-Looking Behavior," VfS Annual Conference 2018 (Freiburg, Breisgau): Digital Economy 181588, Verein für Socialpolitik / German Economic Association.
  41. Eliason, Marcus & Johansson, Per & Nilsson, Martin, 2018. "Forward-looking moral hazard in social insurance: evidence from a natural experiment," Working Paper Series 2018:11, IFAU - Institute for Evaluation of Labour Market and Education Policy.
  42. Naomi C. Sacks & James F. Burgess & Howard J. Cabral & Steven D. Pizer, 2017. "Myopic and Forward Looking Behavior in Branded Oral Anti‐Diabetic Medication Consumption: An Example from Medicare Part D," Health Economics, John Wiley & Sons, Ltd., vol. 26(6), pages 753-764, June.
  43. Ye-Seul Lee & Hyun-Seo Song & Hackjin Kim & Younbyoung Chae, 2019. "Altruistic decisions are influenced by the allocation of monetary incentives in a pain-sharing game," PLOS ONE, Public Library of Science, vol. 14(3), pages 1-16, March.
  44. Shiyi Chen & Xiaoxiao Ding & Pingyi Lou & Hong Song, 2022. "New evidence of moral hazard: Environmental liability insurance and firms' environmental performance," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 89(3), pages 581-613, September.
  45. Nitin Mehta & Jian Ni & Kannan Srinivasan & Baohong Sun, 2017. "A Dynamic Model of Health Insurance Choices and Healthcare Consumption Decisions," Marketing Science, INFORMS, vol. 36(3), pages 338-360, May.
  46. Minke Remmerswaal & Jan Boone & Michiel Bijlsma & Rudy Douven, 2017. "Cost-Sharing Design Matters: A Comparison of the Rebate and Deductible in Healthcare," CPB Discussion Paper 367.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
  47. Aouad, Marion & Brown, Timothy T. & Whaley, Christopher M., 2019. "Reference pricing: The case of screening colonoscopies," Journal of Health Economics, Elsevier, vol. 65(C), pages 246-259.
  48. Remmerswaal, Minke & Boone, Jan & Bijlsma, Michiel & Douven, R.C.M.H., 2017. "Cost-Sharing Design Matters : A Comparison of the Rebate and Deductible in Healthcare," Discussion Paper 2017-039, Tilburg University, Tilburg Law and Economic Center.
  49. Joshua D. Woodard & Jing Yi, 2020. "Estimation of Insurance Deductible Demand Under Endogenous Premium Rates," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 87(2), pages 477-500, June.
  50. Cecilia S. Diaz-Campo, M. Antonella Mancino, 2023. "What We RANDomly Did Not Learn: Opioid Elasticities and Underlying Mechanisms," LCERPA Working Papers bm0139, Laurier Centre for Economic Research and Policy Analysis.
  51. Powell, David & Goldman, Dana, 2021. "Disentangling moral hazard and adverse selection in private health insurance," Journal of Econometrics, Elsevier, vol. 222(1), pages 141-160.
  52. 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.
  53. Hua Chen & Xiaobo Peng & Menghan Shen, 2021. "Concentration and Persistence of Healthcare Spending: Evidence from China," Sustainability, MDPI, vol. 13(11), pages 1-17, May.
  54. Guo, Audrey & Zhang, Jonathan, 2019. "What to expect when you are expecting: Are health care consumers forward-looking?," Journal of Health Economics, Elsevier, vol. 67(C).
  55. Banerjee, Abhijit & Finkelstein, Amy & Hanna, Rema & Olken, Benjamin & Ornaghi, Arianna & Sumarto, Sudarno, 2020. "Subsidies and the Dynamics of Selection:Experimental Evidence from Indonesia's National Health Insurance," CAGE Online Working Paper Series 454, Competitive Advantage in the Global Economy (CAGE).
  56. Dirk Bergemann & Alessandro Pavan, 2015. "Introduction to JET Symposium Issue on "Dynamic Contracts and Mechanism Design"," Cowles Foundation Discussion Papers 2016, Cowles Foundation for Research in Economics, Yale University.
  57. Olivier Darmouni & Dan Zeltzer, 2022. "Horizon effects and adverse selection in health insurance markets," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 55(2), pages 800-827, May.
  58. Ellis, Randall P. & Martins, Bruno & Zhu, Wenjia, 2017. "Health care demand elasticities by type of service," Journal of Health Economics, Elsevier, vol. 55(C), pages 232-243.
  59. Eliason, Marcus & Johansson, Per & Nilsson, Martin, 2019. "Forward-looking moral hazard in social insurance," Labour Economics, Elsevier, vol. 60(C), pages 84-98.
  60. Abaluck, Jason & Gruber, Jonathan & Swanson, Ashley, 2018. "Prescription drug use under Medicare Part D: A linear model of nonlinear budget sets," Journal of Public Economics, Elsevier, vol. 164(C), pages 106-138.
  61. Haizhen Lin & Daniel W. Sacks, 2016. "Intertemporal Substitution in Health Care Demand: Evidence from the RAND Health Insurance Experiment," NBER Working Papers 22802, National Bureau of Economic Research, Inc.
  62. Alex Citanna & Paolo Siconolfi, 2020. "Constrained Efficient Markets For Manipulation Economies," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 61(4), pages 1531-1567, November.
  63. Klein, Tobias J. & Salm, Martin & Upadhyay, Suraj, 2024. "Patient Cost-Sharing and Redistribution in Health Insurance," IZA Discussion Papers 16778, Institute of Labor Economics (IZA).
  64. Ye-Seul Lee & Song-Yi Kim & Younbyoung Chae, 2019. "Distribution of monetary incentives in health insurance scheme influences acupuncture treatment choices: An experimental study," PLOS ONE, Public Library of Science, vol. 14(6), pages 1-12, June.
  65. Amitabh Chandra & Evan Flack & Ziad Obermeyer, 2021. "The Health Costs of Cost-Sharing," NBER Working Papers 28439, National Bureau of Economic Research, Inc.
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