Research ArticleArticle

Policy Choice and Product Bundling in a Complicated Health Insurance Market

Do People Get It Right?

Nathan Kettlewell
Journal of Human Resources, March 2020, 55 (2) 566-610; DOI: https://doi.org/10.3368/jhr.55.2.0417-8689R1

References

  1. ↵
    1. Abaluck Jason,
    2. Gruber Jonathan
    . 2011. “Choice Inconsistencies among the Elderly: Evidence from Medicare Part D Program.” American Economic Review 101(4):1180–210.
    OpenUrlCrossRefPubMed
  2. ↵
    1. Abaluck Jason,
    2. Gruber Jonathan
    . 2016. “Improving the Quality of Choices in Health Insurance Markets.” NBER Working Paper 22917. Cambridge, MA: NBER.
  3. ↵
    1. ACCC
    . 2015. “Information and Informed Decision Making: A Report to the Australian Senate on Anti-Competitive and Other Practices by Health Insurers and Providers in Relation to Private Health Insurance.” Canberra: Australian Competition and Consumer Commision.
  4. ↵
    1. Adams William James,
    2. Yellen Janet L.
    1976. “Commodity Bundling and the Burden of Monopoly.” The Quarterly Journal of Economics 90(3):475–98.
    OpenUrlCrossRefWeb of Science
  5. ↵
    1. Arrow Kenneth J.
    1963. “Uncertainty and the Welfare Economics of Medical Care.” American Economic Review 53(5):941–73.
    OpenUrlCrossRefWeb of Science
  6. ↵
    1. Baicker Katherine,
    2. Congdon William J.,
    3. Mullainathan Sendhil
    . 2012. “Health Insurance Coverage and Take-Up: Lessons from Behavioral Economics.” The Milbank Quarterly 90(1):107–34.
    OpenUrlCrossRefPubMedWeb of Science
  7. ↵
    1. Bar-Gill Oren
    . 2006. “Bundling and Consumer Misperception.” The University of Chicago Law Review 73(1):33–61.
    OpenUrlWeb of Science
  8. ↵
    1. Barnes Andrew J.,
    2. Hanoch Yaniv,
    3. Rice Thomas
    . 2015. “Determinants of Coverage Decisions in Health Insurance Marketplaces: Consumers’ Decision-Making Abilities and the Amount of Information in Their Choice Environment.” Health Services Research 50(1):58–80.
    OpenUrlCrossRefPubMed
  9. ↵
    1. Barrett Gary F.,
    2. Conlon Robert
    . 2003. “Adverse Selection and the Decline in Private Health Insurance Coverage in Australia: 1989–95.” The Economic Record 79(246):279–96.
    OpenUrl
  10. ↵
    1. Besedes Tibor,
    2. Deck Cary,
    3. Sarangi Sudipta,
    4. Shor Mikhael
    . 2012a. “Age Effects and Heuristics in Decision Making.” The Review of Economics and Statistics 94(2):580–95.
    OpenUrlCrossRefPubMed
  11. ↵
    1. Besedes Tibor,
    2. Deck Cary,
    3. Sarangi Sudipta,
    4. Shor Mikhael
    . 2012b. “Decision-Making Strategies and Performance among Seniors.” Journal of Economic Behavior & Organization 81(2):524–33.
    OpenUrl
  12. ↵
    1. Bhargava Saurabh,
    2. Loewenstein George,
    3. Sydnor Justin
    . 2015. “Do Individuals Make Sensible Health Insurance Decisions: Evidence from a Menu with Dominated Options.” NBER Working Paper 21160. Cambridge, MA: NBER.
  13. ↵
    1. Bhargava Saurabh,
    2. Loewenstein George,
    3. Sydnor Justin
    . 2017. “Choose to Lose: Health Plan Choices from a Menu with Dominated Options.” The Quarterly Journal of Economics 132(3):1319–372.
    OpenUrl
  14. ↵
    1. Boonen Lieke H.H.M.,
    2. Laske-Aldershof Trea,
    3. Schut Frederik T.
    2016. “Switching Health Insurers: The Role of Price, Quality and Consumer Information Search.” The European Journal of Health Economics 17(3):339–53.
    OpenUrl
  15. ↵
    1. Buchmueller Thomas C.,
    2. Fiebig Denzil G.,
    3. Jones Glenn,
    4. Savage Elizabeth
    . 2013. “Preference Heterogeneity and Selection in Private Health Insurance: The Case of Australia.” Journal of Health Economics 32(5):757–67.
    OpenUrl
  16. ↵
    1. Burton Mike,
    2. Rigby Dan
    . 2009. “Hurdle and Latent Class Approaches to Serial Non-Participation in Choice Models.” Environmental and Resource Economics 42:211–26.
    OpenUrl
  17. ↵
    1. Butler James R.G.
    1999. “Estimating Elasticities of Demand for Private Health Insurance in Australia.” NCEPH Working Paper 43. Acton, Australia: NCEPH.
  18. ↵
    1. Butler James R.G.
    2001. “Policy Change and Private Health Insurance: Did the Cheapest Policy Do the Trick?” NCEPH Working Paper 44. Acton, Australia: NCEPH.
  19. ↵
    1. Camerer Colin,
    2. Weber Martin
    . 1992. “Recent Developments in Modeling Preferences: Uncertainty and Ambiguity.” Journal of Risk and Uncertainty 5(4):325–70.
    OpenUrlCrossRefWeb of Science
  20. ↵
    1. Cheng Terrance Chai
    . 2014. “Measuring the Effects of Reducing Subsidies for Private Insurance on Public Expenditure for Health Care.” Journal of Health Economics 33:159–79.
    OpenUrl
  21. ↵
    1. Cheng Terrance Chai,
    2. Vahid Farshid
    . 2011. “Demand for Hospital Care and Private Health Insurance in a Mixed Public–Private System: Empirical Evidence Using a Simultaneous Equation Modeling Approach.” Melbourne Institute Working Paper Series 22/11. Parkville, Australia: Melbourne Institute.
  22. ↵
    1. Deloitte Access Economics
    . 2012. “The Future of Private Health Insurance Premium-Setting: Seeking Integrative Solutions.” Research report commisioned by Medibank Private Limited.
  23. ↵
    1. Doiron Denise,
    2. Jones Glenn,
    3. Savage Elizabeth
    . 2008. “Healthy, Wealthy and Insured? The Role of Self-Assessed Health in the Demand for Private Health Insurance.” Health Economics 17(3):317–34.
    OpenUrlCrossRefPubMedWeb of Science
  24. ↵
    1. Dormont Brigitte,
    2. Geoffard Pierre-Yves,
    3. Lamiraud Karine
    . 2009. “The Influence of Supplementary Health Insurance on Switching Behaviour: Evidence from Swiss Data.” Health Economics 18(11):1339–56.
    OpenUrlCrossRefPubMedWeb of Science
  25. ↵
    1. Drumwright Minette E.
    1992. “A Demonstration of Anomalies in Evaluations of Bundling.” Marketing Letters 3(4):311–21.
    OpenUrl
  26. ↵
    1. Duijmelinck Daniëlle M.I.D.,
    2. van de Ven Wynand P.M.M.
    2014. “Choice of Insurer for Basic Health Insurance Restricted by Supplementary Insurance.” The European Journal of Health Economics 15(7):737–46.
    OpenUrl
  27. ↵
    1. Ellis Randall P.,
    2. Savage Elizabeth
    . 2008. “Run for Cover Now or Later? The Impact of Premiums, Threats and Deadlines on Private Health Insurance in Australia.” International Journal of Health Care Finance and Economics 8(4):257–77.
    OpenUrlPubMed
  28. ↵
    1. Ellsberg Daniel
    . 1961. “Risk, Ambiguity, and the Savage Axioms.” The Quarterly Journal of Economics 75(4):643–69.
    OpenUrlCrossRefWeb of Science
  29. ↵
    1. Ericson Keith Marzilli,
    2. Starc Amanda
    . 2012. “Heuristics and Heterogeneity in Health Insurance Exchanges: Evidence from the Massachusetts Connector.” American Economic Review: Papers & Proceedings 102(3):493–97.
    OpenUrl
  30. ↵
    1. Ericson Keith Marzilli,
    2. Starc Amanda
    . 2016. “How Product Standardization Affects Choice: Evidence from the Massachusetts Health Insurance Exchange.” Journal of Health Economics 50:71–85.
    OpenUrl
  31. ↵
    1. Fishburn Peter C.
    1974. “Exceptional Paper—Lexicographic Orders, Utilities and Decision Rules: A Survey.” Management Science 20(11):1442–71.
    OpenUrl
  32. ↵
    1. Fox Craig R.,
    2. Tversky Amos
    . 1995. “Ambiguity Aversion and Comparative Ignorance.” The Quarterly Journal of Economics 110(3):585–603.
    OpenUrlCrossRefWeb of Science
  33. ↵
    1. Frank Richard G.,
    2. Lamiraud Karine
    . 2009. “Choice, Price Competition and Complexity in Markets for Health Insurance.” Journal of Economic Behavior & Organization 71(2):550–62.
    OpenUrlCrossRef
  34. ↵
    1. Gaeth Gary J.,
    2. Levin Irwin P.,
    3. Chakraborty Goutam,
    4. Levin Aron M.
    1991. “Consumer Evaluation of Multi-Product Bundles: An Information Integration Analysis.” Marketing Letters 2(1):47–57.
    OpenUrl
  35. ↵
    1. Gilbride Timothy J.,
    2. Guiltinan Joseph P.,
    3. Urbany Joel E.
    2008. “Framing Effects in Mixed Price Bundling.” Marketing Letters 19(2):125–139.
    OpenUrl
  36. ↵
    1. Goldman Dana,
    2. Philipson Tomas J.
    2007. “Integrated Insurance Design in the Presence of Multiple Medical Technologies.” American Economic Review: Papers & Proceedings 97(2): 427–32.
    OpenUrl
  37. ↵
    1. Greene William H.,
    2. Hensher David A.
    2013. “Revealing Additional Dimensions of Preference Heterogeneity in a Latent Class Mixed Multinomial Logit Model.” Applied Economics 45(14):1897–1902.
    OpenUrlCrossRef
  38. ↵
    1. Handel Benjamin R.
    2013. “Adverse Selection and Inertia in Health Insurance Markets: When Nudging Hurts.” American Economic Review 103(7):2643–82.
    OpenUrlCrossRef
  39. ↵
    1. Handel Benjamin R.,
    2. Kolstad Jonathan T.
    2015. “Health Insurance for ‘Humans’: Information Frictions, Plan Choice, and Consumer Welfare.” American Economic Review 105(8): 2449–2500.
    OpenUrlCrossRef
  40. ↵
    1. Hanoch Yaniv,
    2. Rice Thomas,
    3. Cummings Janet,
    4. Wood Stacey
    . 2009. “How Much Choice Is Too Much? The Case of the Medicare Prescription Drug Benefit.” Health Services Research 44(4):1157–68.
    OpenUrlCrossRefPubMedWeb of Science
  41. ↵
    1. Harris Katherine M.,
    2. Keane Michael P.
    1999. “A Model of Health Plan Choice: Inferring Preferences and Perceptions from a Combination of Revealed Preference and Attitudinal Data.” Journal of Econometrics 89(1–2):131–157.
    OpenUrl
  42. ↵
    1. Heeler Roger M.,
    2. Nguyen Adam,
    3. Buff Cheryl
    . 2007. “Bundles = Discount? Revisiting Complex Theories of Bundle Effects.” Journal of Product and Brand Management 16(7): 492–500.
    OpenUrlCrossRef
  43. ↵
    1. Heiss Florian,
    2. Leive Adam,
    3. McFadden Daniel,
    4. Winter Joachim
    . 2013. “Plan Selection in Medicare Part D: Evidence from Administrative Data.” Journal of Health Economics 32(6): 1325–44.
    OpenUrlCrossRefPubMedWeb of Science
  44. ↵
    1. Hensher David A.,
    2. Rose John,
    3. Greene William H.
    2005. “The Implications on Willingness to Pay of Respondents Ignoring Specific Attributes.” Transportation 32(3): 203–222.
    OpenUrlCrossRefWeb of Science
  45. ↵
    1. Hess Stephane,
    2. Ben-Akiva Moshe,
    3. Gopinath Dinesh,
    4. Walker Joan
    . 2011. “Advantages of Latent Class over Continuous Mixture of Logit Models.” Unpublished.
  46. ↵
    1. Hibbard Judith H.,
    2. Jewett Jacquelyn J.,
    3. Engelmann Siegfried,
    4. Tusler Martin
    . 1998. “Can Medicare Beneficiaries Make Informed Choices?” Health Affairs 17(6):181–193.
    OpenUrlPubMed
  47. ↵
    1. Ho Kate,
    2. Hogan Joseph,
    3. Morton Fiona Scott
    . 2017. “The Impact of Consumer Inattention on Insurer Pricing in the Medicare Part D Program.” The RAND Journal of Economics 48(4):877–905.
    OpenUrl
  48. ↵
    1. Hole Arne Risa
    . 2007. “Fitting Mixed Logit Models by Using Maximum Simulated Likelihood.” The Stata Journal 7(3):388–401.
    OpenUrlWeb of Science
  49. ↵
    1. Hole Arne Risa
    . 2011. “A Discrete Choice Model with Endogenous Attribute Attendance.” Economics Letters 110(3):203–05.
    OpenUrlCrossRef
  50. ↵
    1. Hopkins Sandra,
    2. Kidd Michael P.
    1996. “The Determinants of the Demand for Private Health Insurance under Medicare.” Applied Economics 28(12):1623–32.
    OpenUrlCrossRef
  51. ↵
    1. Johar Meliyanni,
    2. Savage Elizabeth
    . 2012. “Sources of Advantageous Selection: Evidence Using Actual Health Expenditure Risk.” Economics Letters 116(3):579–82.
    OpenUrl
  52. ↵
    1. Johnson Eric J.,
    2. Hassin Ran,
    3. Baker Tom,
    4. Bajger Alison T.,
    5. Treuer Galen
    . 2013. “Can Consumers Make Affordable Care Affordable? The Value of Choice Architecture.” PLOS One 8(12):e81521.
    OpenUrlCrossRefPubMed
  53. ↵
    1. Johnson Michael D.,
    2. Herrmann Andreas,
    3. Bauer Hans H.
    1999. “The Effects of Price Bundling on Consumer Evaluations of Product Offerings.” International Journal of Research in Marketing 16(2):129–42.
    OpenUrl
  54. ↵
    1. Kahneman Daniel,
    2. Tversky Amos
    . 1979. “Prospect Theory: An Analysis of Decision under Risk.” Econometrica 47(2):263–92.
    OpenUrlCrossRefPubMedWeb of Science
  55. ↵
    1. Kahneman Daniel,
    2. Wakker Peter P.,
    3. Sarin Rakesh
    . 1997. “Back to Bentham? Explorations of Experienced Utility.” The Quarterly Journal of Economics 112(2):375–405.
    OpenUrlCrossRefWeb of Science
  56. ↵
    1. Kairies-Schwarz Nadja,
    2. Kokot Johanna,
    3. Vomhof Markus,
    4. Weßling Jens
    . 2017. “Health Insurance Choice and Risk Preferences under Cumulative Prospect Theory—An Experiment.” Journal of Economic Behavior & Organization 137:374–97.
    OpenUrl
  57. ↵
    1. Keane Michael,
    2. Wasi Nada
    . 2013. “Comparing Alternative Models of Heterogeneity in Consumer Choice Behavior.” Journal of Applied Econometrics 28(6):1018–45.
    OpenUrl
  58. ↵
    1. Kesternich Iris,
    2. Heiss Florian,
    3. McFadden Daniel,
    4. Winter Joachim
    . 2013. “Suit the Action to the Word, the Word to the Action: Hypothetical Choices and Real Decisions in Medicare Part D.” Journal of Health Economics 32(6):1313–24.
    OpenUrlCrossRefPubMedWeb of Science
  59. ↵
    1. Ketchum Jonathan D.,
    2. Lucarelli Claudio,
    3. Miravetem Eugenio J.,
    4. Roebuck M. Christopher
    . 2012. “Sinking, Swimming, or Learning to Swim in Medicare Part D.” American Economic Review 102(6):2639–73.
    OpenUrlCrossRef
  60. ↵
    1. Kettlewell Nathan
    . 2019. “Utilization and Selection in an Ancillaries Health Insurance Market.” Journal of Risk and Insurance 86(4):989–1017.
    OpenUrl
  61. ↵
    1. Kling Jeffrey R.,
    2. Mullainathan Sendhil,
    3. Shafir Eldar,
    4. Vermeulen Lee C.,
    5. Wrobel Marian V.
    2012. “Comparison Friction: Experimental Evidence from Medicare Drug Plans.” The Quarterly Journal of Economics 127(1):199–235.
    OpenUrlCrossRefPubMedWeb of Science
  62. ↵
    1. Kuhfeld Warren F.
    2010. Marketing Research Methods in SAS. Cary, NC: SAS Institute Inc. http://support.sas.com/techsup/technote/mr2010.pdf (accessed August 6, 2019).
  63. ↵
    1. Lancsar Emily,
    2. Louviere Jordan
    . 2006. “Deleting ‘Irrational’ Responses from Discrete Choice Experiments: A Case of Investigating or Imposing Preferences?” Health Economics 15(8):797–811.
    OpenUrlCrossRefPubMedWeb of Science
  64. ↵
    1. Lavetti Kurt,
    2. Simon Kosali
    . 2018. “Strategic Formulary Design in Medicare Part D Plans.” American Economic Journal: Economic Policy 10(3):154–92.
    OpenUrl
  65. ↵
    1. Lipkus Isaac M.,
    2. Samsa Greg,
    3. Rimer Barbara K.
    2001. “General Performance on a Numeracy Scale among Highly Educated Samples.” Medical Decision Making 21(1):37–44.
    OpenUrlCrossRefPubMedWeb of Science
  66. ↵
    1. Loewenstein George,
    2. Friedman Joelle Y.,
    3. McGill Barbara,
    4. Ahmad Sarah,
    5. Linck Suzanne,
    6. Sinkula Stacey,
    7. Beshears John,
    8. Choi James J.,
    9. Kolstad Jonathon,
    10. Laibson David,
    11. Madrian Brigitte C.,
    12. List John A.,
    13. Volpp Kevin G.
    2013. “Consumers’ Misunderstanding of Health Insurance.” Journal of Health Economics 32(5):850–62.
    OpenUrlCrossRefPubMedWeb of Science
  67. ↵
    1. Lusardi Annamaria,
    2. Mitchell Olivia S.
    2007. “Baby Boomer Retirement Security: The Roles of Planning, Financial Literacy, and Housing Wealth.” Journal of Monetary Economics 54(1):205–24.
    OpenUrlCrossRefWeb of Science
  68. ↵
    1. McAfee R. Preston,
    2. McMillan John,
    3. Whinston Michael D.
    1989. “Multiproduct Monopoly, Commodity Bundling, and Correlation of Values.” The Quarterly Journal of Economics 104(2):371–83.
    OpenUrlCrossRefWeb of Science
  69. ↵
    1. McFadden Daniel
    . 1973. “Conditional Logit Analysis of Qualitative Choice Behavior.” In Frontiers in Econometrics, ed. Zarembka Paul, 105–42. New York: Academic Press.
  70. ↵
    1. Nguyen Adam,
    2. Heeler Roger M.,
    3. Buff Cheryl
    . 2009. “Consumer Perceptions of Bundles.” Journal of Product & Brand Management 18(3):218–25.
    OpenUrl
  71. ↵
    1. Pacifico Daniele,
    2. Yoo Hong il
    . 2013. “lclogit: A Stata Command for Fitting Latent-Class Conditional Logit Models via the Expectation-Maximization Algorithm.” The Stata Journal 13(3):625–39.
    OpenUrl
  72. ↵
    1. Paolucci Francesco,
    2. Schut Erik,
    3. Beck Konstantin,
    4. Greß Stefan,
    5. Van De Voorde Carine,
    6. Zmora Irit
    . 2007. “Supplementary Health Insurance as a Tool for Risk-Selection in Mandatory Basic Health Insurance Markets.” Health Economics, Policy and Law 2(2):173–92.
    OpenUrlCrossRef
  73. ↵
    1. PHIAC
    . 2013. “Competition in the Australian Private Health Insurance Market.” Research Paper 1. Canberra: Private Health Insurance Administration Council.
  74. ↵
    1. PHIAC
    . 2014. “Operations of Private Health Insurers: Annual Report 2013–14.” Canberra: Private Health Insurance Administration Council.
  75. ↵
    1. PHIO
    . 2015. “Private Heath Insurance Ombudsman: Annual Report 2014–15.” Canberra: Private Heath Insurance Ombudsman.
  76. ↵
    1. Polyakova Maria
    . 2016. “Regulation of Insurance with Adverse Selection and Switching Costs: Evidence from Medicare Part D.” American Economic Journal: Applied Economics 8(3):165–95.
    OpenUrl
  77. ↵
    1. Pomey Marie-Pascale,
    2. Hudon Raymond,
    3. van Schendel Nicolas,
    4. Martin Elisabeth,
    5. Forest Pierre-Gerlier
    . 2016. “Stakeholder Views on Privatization of the Quebec Health Care System.” Canadian Public Policy 42(3):324–36.
    OpenUrl
  78. ↵
    1. Roos Anne-Fleur,
    2. Schut Frederik T.
    2012. “Spillover Effects of Supplementary on Basic Health Insurance: Evidence from The Netherlands.” The European Journal of Health Economics 13(1):51–62.
    OpenUrl
  79. ↵
    1. Rothschild Michael,
    2. Stiglitz Joseph
    . 1976. “Equilibrium in Competitive Insurance Markets: An Essay on the Economics of Imperfect Information.” The Quarterly Journal of Economics 90(4):629–49.
    OpenUrlCrossRefWeb of Science
  80. ↵
    1. Schmalensee Richard
    . 1982. “Commodity Bundling by Single-Product Monopolies.” The Journal of Law & Economics 25(1):67–71.
    OpenUrl
  81. ↵
    1. Schmitz Hendrik,
    2. Ziebarth Nicolas R.
    2017. “Does Price Framing Affect the Consumer Price Sensitivity of Health Plan Choice?” Journal of Human Resources 52(1):88–127.
    OpenUrlAbstract/FREE Full Text
  82. ↵
    1. Schmueli Amir,
    2. Stam Piet,
    3. Wasem Jürgen,
    4. Trottmann Maria
    . 2015. “Managed Care in Four Managed Competition OECD Health Systems.” Health Policy 119(7):860–73.
    OpenUrlCrossRefPubMed
  83. ↵
    1. Schram Arthur,
    2. Sonnemans Joep
    . 2011. “How Individuals Choose Health Insurance: An Experimental Analysis.” European Economic Review 55(6):799–819.
    OpenUrlCrossRef
  84. ↵
    1. Shapira Zur,
    2. Venezia Itzhak
    . 2008. “On the Preference for Full-Coverage Policies: Why Do People Buy Too Much Insurance?” Journal of Economic Psychology 29(5):747–61.
    OpenUrlCrossRef
  85. ↵
    1. Sharpe Kathryn M.,
    2. Staelin Richard
    . 2010. “Consumption Effects of Bundling: Consumer Perceptions, Firm Actions, and Public Policy Implications.” Journal of Public Policy & Marketing 29(2):170–188.
    OpenUrlCrossRef
  86. ↵
    1. Shugan Steven M.
    1980. “The Cost of Thinking.” Journal of Consumer Research 7(2):99–111.
    OpenUrlCrossRef
  87. ↵
    1. Sinaiko Anna D.,
    2. Hirth Richard A.
    2011. “Consumers, Health Insurance and Dominated Choices.” Journal of Health Economics 30(2):450–57.
    OpenUrlCrossRefPubMedWeb of Science
  88. ↵
    1. Steinbrook Robert
    . 2006. “Private Health Care in Canada.” The New England Journal of Medicine 354(16):1661–64.
    OpenUrlCrossRefPubMedWeb of Science
  89. ↵
    1. Sydnor Justin
    . 2010. “(Over)insuring Modest Risks.” American Economic Journal: Applied Economics 2(4):177–99.
    OpenUrlCrossRefWeb of Science
  90. ↵
    1. Teusner D.N.,
    2. Brennan D.S.,
    3. Gnanamanickam E.S.
    2013. “Individual Dental Expenditure by Australian Adults.” Australian Dental Journal 58(4):498–506.
    OpenUrl
  91. ↵
    1. Thaler Richard
    . 1985. “Mental Accounting and Consumer Choice.” Marketing Science 4(3): 199–214.
    OpenUrlCrossRef
  92. ↵
    1. Thompson Sarah,
    2. Busse Reinhard,
    3. Crivelli Luca,
    4. van de Ven Wynand,
    5. Van de Voorde Carine
    . 2013. “Statutory Health Insurance Competition in Europe: A Four-Country Comparison.” Health Policy 109(3):209–25.
    OpenUrlCrossRefPubMedWeb of Science
  93. ↵
    1. Train Kenneth E.
    2008. “EM Algorithms for Nonparametric Estimation of Mixing Distributions.” Journal of Choice Modelling 1(1):40–69.
    OpenUrlCrossRef
  94. ↵
    1. Tversky Amos,
    2. Kahneman Daniel
    . 1974. “Judgment under Uncertainty: Heuristics and Biases.” Science 185(4157):1124–31.
    OpenUrlAbstract/FREE Full Text
  95. ↵
    1. Wright Peter
    . 1975. “Consumer Choice Strategies: Simplifying vs. Optimizing.” Journal of Marketing Research 12(1):60–67.
    OpenUrlCrossRef
  96. ↵
    1. Yadav Manjit S.
    1994. “How Buyers Evaluate Product Bundles: A Model of Anchoring and Adjustment.” Journal of Consumer Research 21(2):342–353.
    OpenUrlCrossRef
  97. ↵
    1. Yadav Manjit S.,
    2. Monroe Kent B.
    1993. “How Buyers Perceive Savings in a Bundle Price: An Examination of a Bundle’s Transaction Value.” Journal of Marketing Research 30(3): 350–58.
    OpenUrlCrossRefWeb of Science
  98. ↵
    1. Zhou Chao,
    2. Zhang Yuting
    . 2012. “The Vast Majority of Medicare Part D Beneficiaries Still Don’t Choose the Cheapest Plans that Meet Their Medication Needs.” Health Affairs 31(10):2259–65.
    OpenUrlAbstract/FREE Full Text
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Policy Choice and Product Bundling in a Complicated Health Insurance Market
Nathan Kettlewell
Journal of Human Resources Mar 2020, 55 (2) 566-610; DOI: 10.3368/jhr.55.2.0417-8689R1
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