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Citations for "Uncertainty and Learning in Pharmaceutical Demand"

by Gregory S. Crawford & Matthew Shum

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  1. Leon Yang Chu & Hao Zhang, 2011. "Optimal Preorder Strategy with Endogenous Information Control," Management Science, INFORMS, vol. 57(6), pages 1055-1077, June.
  2. Todd D. Gerarden & Richard G. Newell & Robert N. Stavins, 2015. "Assessing the Energy-Efficiency Gap," NBER Working Papers 20904, National Bureau of Economic Research, Inc.
  3. Browning, Martin & Carro, Jesus M., 2014. "Dynamic binary outcome models with maximal heterogeneity," Journal of Econometrics, Elsevier, vol. 178(2), pages 805-823.
  4. Kissan Joseph & Murali Mantrala, 2009. "A model of the role of free drug samples in physicians’ prescription decisions," Marketing Letters, Springer, vol. 20(1), pages 15-29, March.
  5. Szymanowski, M.G., 2009. "Consumption-based learning about brand quality : Essays on how private labels share and borrow reputation," Other publications TiSEM b12825d8-5e21-4437-adda-b, Tilburg University, School of Economics and Management.
  6. Hai Che & Tülin Erdem & T. Öncü, 2015. "Consumer learning and evolution of consumer brand preferences," Quantitative Marketing and Economics (QME), Springer, vol. 13(3), pages 173-202, September.
  7. Michael D. Grubb & Matthew Osborne, 2015. "Cellular Service Demand: Biased Beliefs, Learning, and Bill Shock," American Economic Review, American Economic Association, vol. 105(1), pages 234-271, January.
  8. Greg Fischer & Dean Karlan & Margaret McConnell & Pia Raffler, 2014. "To Charge or Not to Charge: Evidence from a Health Products Experiment in Uganda," NBER Working Papers 20170, National Bureau of Economic Research, Inc.
  9. Daniel Ackerberg, 2009. "A new use of importance sampling to reduce computational burden in simulation estimation," Quantitative Marketing and Economics (QME), Springer, vol. 7(4), pages 343-376, December.
  10. Anindya Ghose & Sang Pil Han, 2009. "A Dynamic Structural Model of User Learning in Mobile Media Content," Working Papers 09-24, NET Institute, revised Oct 2009.
  11. Peter Archidiacono & Patrick Bayer & Federico A. Bugni & Jonathan James, 2012. "Approximating high-dimensional dynamic models: sieve value function iteration," Working Paper 1210, Federal Reserve Bank of Cleveland.
  12. Hiroyuki Kasahara & Katsumi Shimotsu, 2006. "Nonparametric Identification and Estimation of Finite Mixture Models of Dynamic Discrete Choices," Working Papers 1092, Queen's University, Department of Economics.
  13. Lian, Zhaotong & Gu, Xinhua & Wu, Jinbiao, 2016. "A re-examination of experience service offering and regular service pricing under profit maximization," European Journal of Operational Research, Elsevier, vol. 254(3), pages 907-915.
  14. Sorensen, Morten, 2007. "Learning by Investing: Evidence from Venture Capital," SIFR Research Report Series 53, Institute for Financial Research.
  15. Hu, Yingyao & Shum, Matthew, 2012. "Nonparametric identification of dynamic models with unobserved state variables," Journal of Econometrics, Elsevier, vol. 171(1), pages 32-44.
  16. Nuno Camacho & Bas Donkers & Stefan Stremersch, 2011. "Predictably Non-Bayesian: Quantifying Salience Effects in Physician Learning About Drug Quality," Marketing Science, INFORMS, vol. 30(2), pages 305-320, 03-04.
  17. Skipper, Niels & Vejlin, Rune, 2015. "Determinants of generic vs. brand drug choice: Evidence from population-wide Danish data," Social Science & Medicine, Elsevier, vol. 130(C), pages 204-215.
  18. Ching, Andrew T. & Erdem, Tülin & Keane, Michael P., 2014. "A simple method to estimate the roles of learning, inventories and category consideration in consumer choice," Journal of choice modelling, Elsevier, vol. 13(C), pages 60-72.
  19. Jonathan James, 2012. "Learning and occupational sorting," Working Paper 1225, Federal Reserve Bank of Cleveland.
  20. Jesús Fernández-Villaverde & Juan F. Rubio-Ramírez & Manuel S. Santos, 2006. "Convergence Properties of the Likelihood of Computed Dynamic Models," Econometrica, Econometric Society, vol. 74(1), pages 93-119, 01.
  21. Puneet Manchanda & Dick Wittink & Andrew Ching & Paris Cleanthous & Min Ding & Xiaojing Dong & Peter Leeflang & Sanjog Misra & Natalie Mizik & Sridhar Narayanan & Thomas Steenburgh & Jaap Wieringa & M, 2005. "Understanding Firm, Physician and Consumer Choice Behavior in the Pharmaceutical Industry," Marketing Letters, Springer, vol. 16(3), pages 293-308, December.
  22. Johanna Vásquez Velásquez & José Vicente Cadavid Herrera & Andrés Ramírez Hassan & Karoll Gómez Portilla, 2013. "Elasticidad de la demanda por medicamentos en el mercado farmacéutico privado en Colombia," REVISTA ECOS DE ECONOMÍA, UNIVERSIDAD EAFIT, June.
  23. Aviv Nevo & John L. Turner & Jonathan W. Williams, 2016. "Usage‐Based Pricing and Demand for Residential Broadband," Econometrica, Econometric Society, vol. 84, pages 411-443, 03.
  24. Ma, Xingliang & Shi, Guanming, 2011. "A Dynamic Adoption Model with Bayesian Learning: Application to the U.S. Soybean Market," 2011 Annual Meeting, July 24-26, 2011, Pittsburgh, Pennsylvania 104577, Agricultural and Applied Economics Association.
  25. Alma Cohen & Peter Siegelman, 2010. "Testing for Adverse Selection in Insurance Markets," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 77(1), pages 39-84.
  26. Mariuzzo, Franco & Walsh, Patrick Paul & Whelan, Ciara, 2010. "Coverage of retail stores and discrete choice models of demand: Estimating price elasticities and welfare effects," International Journal of Industrial Organization, Elsevier, vol. 28(5), pages 555-578, September.
  27. Czajkowski, Mikołaj & Hanley, Nick & LaRiviere, Jacob, 2013. "The effects of experience on preference uncertainty: theory and empirics for environmental goods," 2013 Conference (57th), February 5-8, 2013, Sydney, Australia 152155, Australian Agricultural and Resource Economics Society.
  28. Chorniy, Anna & Kitashima, Leah, 2016. "Sex, drugs, and ADHD: The effects of ADHD pharmacological treatment on teens' risky behaviors," Labour Economics, Elsevier, vol. 43(C), pages 87-105.
  29. Luiz Flavio Andrade & Catherine Sermet & Sylvain Pichetti, 2016. "Entry time effects and follow-on drug competition," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 17(1), pages 45-60, January.
  30. Lien, Hsien-Ming & Lu, Mingshan & Albert Ma, Ching-To & McGuire, Thomas G., 2010. "Progress and compliance in alcohol abuse treatment," Journal of Health Economics, Elsevier, vol. 29(2), pages 213-225, March.
  31. Hintermann, Beat & Lange, Andreas, 2013. "Learning abatement costs: On the dynamics of the optimal regulation of experience goods," Journal of Environmental Economics and Management, Elsevier, vol. 66(3), pages 625-638.
  32. Aizcorbe, Ana & Nestoriak, Nicole, 2011. "Changing mix of medical care services: Stylized facts and implications for price indexes," Journal of Health Economics, Elsevier, vol. 30(3), pages 568-574, May.
  33. Elliot Anenberg, 2012. "Information frictions and housing market dynamics," Finance and Economics Discussion Series 2012-48, Board of Governors of the Federal Reserve System (U.S.).
  34. Tomaso Duso & Annika Herr & Moritz Suppliet, 2014. "The Welfare Impact Of Parallel Imports: A Structural Approach Applied To The German Market For Oral Anti‐Diabetics," Health Economics, John Wiley & Sons, Ltd., vol. 23(9), pages 1036-1057, 09.
  35. Fischer, Greg & Karlan, Dean S. & McConnell, Margaret & Raffler, Pia, 2014. "To Charge or Not to Charge: Evidence from a Health Products Experiment in Uganda," CEPR Discussion Papers 9999, C.E.P.R. Discussion Papers.
  36. Gilleskie, Donna, 2010. "Work absences and doctor visits during an illness episode: The differential role of preferences, production, and policies among men and women," Journal of Econometrics, Elsevier, vol. 156(1), pages 148-163, May.
  37. Matthew Grennan & Robert Town, 2015. "Regulating Innovation with Uncertain Quality: Information, Risk, and Access in Medical Devices," NBER Working Papers 20981, National Bureau of Economic Research, Inc.
  38. Berndt, Ernst R. & Gibbons, Robert S. & Kolotilin, Anton & Taub, Anna Levine, 2015. "The heterogeneity of concentrated prescribing behavior: Theory and evidence from antipsychotics," Journal of Health Economics, Elsevier, vol. 40(C), pages 26-39.
  39. Kim, Sung-Hwan, 2009. "Predatory reputation in US airline markets," International Journal of Industrial Organization, Elsevier, vol. 27(5), pages 592-604, September.
  40. Martin Paredes, 2015. "Brand Loyalty, Volume of Trade and Leapfrogging: Consumer Behavior in Markets of Durable Experience Goods," Working Papers 2015-31, Peruvian Economic Association.
  41. Andrew T. Ching & Tülin Erdem & Michael P. Keane, 2013. "Learning Models: An Assessment of Progress, Challenges and New Developments," Economics Papers 2013-W07, Economics Group, Nuffield College, University of Oxford.
  42. Czajkowski, Mikolaj & Hanley, Nicholas & LaRiviere, Jacob, 2012. "The Effects of Experience on Preference Uncertainty: Theory and Empirics for Public and Quasi-Public Goods," Stirling Economics Discussion Papers 2012-17, University of Stirling, Division of Economics.
  43. Myrto Kalouptsidi & Paul T. Scott & Eduardo Souza-Rodrigues, 2015. "Identification of Counterfactuals in Dynamic Discrete Choice Models," NBER Working Papers 21527, National Bureau of Economic Research, Inc.
  44. Alma Cohen, 2012. "Asymmetric Learning in Repeated Contracting: An Empirical Study," The Review of Economics and Statistics, MIT Press, vol. 94(2), pages 419-432, May.
  45. Michael Darden, 2012. "Smoking, Expectations, and Health: A Dynamic Stochastic Model of Lifetime Smoking Behavior," Working Papers 1204, Tulane University, Department of Economics.
  46. Elena Krasnokutskaya & Kyungchul Song & Xun Tang, 2013. "The Role of Quality in Service Markets Organized as Multi-Attribute Auctions," PIER Working Paper Archive 13-053, Penn Institute for Economic Research, Department of Economics, University of Pennsylvania.
  47. Jose M. Fernandez, 2013. "An Empirical Model Of Learning Under Ambiguity: The Case Of Clinical Trials," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 54(2), pages 549-573, 05.
  48. Andrew Ching & Susumu Imai & Masakazu Ishihara & Neelam Jain, 2012. "A practitioner’s guide to Bayesian estimation of discrete choice dynamic programming models," Quantitative Marketing and Economics (QME), Springer, vol. 10(2), pages 151-196, June.
  49. Marcoul, Philippe & Weninger, Quinn, 2008. "Search and active learning with correlated information: Empirical evidence from mid-Atlantic clam fishermen," Journal of Economic Dynamics and Control, Elsevier, vol. 32(6), pages 1921-1948, June.
  50. Myrto Kalouptsidi & Paul T. Scott & Eduardo Souza-Rodrigues, 2015. "Identification of Counterfactuals and Payoffs in Dynamic Discrete Choice with an Application to Land Use," Working Papers tecipa-546, University of Toronto, Department of Economics.
  51. Mikolaj Czajkowski & Nick Hanley & Jacob LaRiviere, 2015. "The Effects of Experience on Preferences: Theory and Empirics for Environmental Public Goods," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 97(1), pages 333-351.
  52. Luiz Andrade & Catherine Sermet & Sylvain Pichetti, 2016. "Entry time effects and follow-on drug competition," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 17(1), pages 45-60, January.
  53. Xiao, Mo, 2010. "Is quality accreditation effective? Evidence from the childcare market," International Journal of Industrial Organization, Elsevier, vol. 28(6), pages 708-721, November.
  54. Tülin Erdem & Michael P. Keane & Baohong Sun, 2008. "A Dynamic Model of Brand Choice When Price and Advertising Signal Product Quality," Marketing Science, INFORMS, vol. 27(6), pages 1111-1125, 11-12.
  55. Alessandro Bonatti, 2011. "Menu Pricing and Learning," American Economic Journal: Microeconomics, American Economic Association, vol. 3(3), pages 124-163, August.
  56. Wesley Hartmann, 2006. "Intertemporal effects of consumption and their implications for demand elasticity estimates," Quantitative Marketing and Economics (QME), Springer, vol. 4(4), pages 325-349, December.
  57. Chemla, Gilles & Tinn, Katrin, 2016. "Learning through Crowdfunding," CEPR Discussion Papers 11363, C.E.P.R. Discussion Papers.
  58. Greg Fischer & Dean Karlan & Margaret McConnell & Pia Raffler, 2014. "To Charge or Not to Charge: Evidence from a Health Products Experiment in Uganda," Working Papers 1041, Economic Growth Center, Yale University.
  59. Pradeep Chintadunta & Renna Jiang & Ginger Z. Jin, 2008. "Information, Learning, and Drug Diffusion: the Case of Cox-2 Inhibitors," NBER Working Papers 14252, National Bureau of Economic Research, Inc.
  60. WAN, Jiangyun(Yunyun), 2016. "Reverse payments and generic entry competition," IIR Working Paper 16-09, Institute of Innovation Research, Hitotsubashi University.
  61. Michael P. Keane, 2013. "Panel data discrete choice models of consumer demand," Economics Papers 2013-W08, Economics Group, Nuffield College, University of Oxford.
  62. Mark Israel, 2005. "Services as Experience Goods: An Empirical Examination of Consumer Learning in Automobile Insurance," American Economic Review, American Economic Association, vol. 95(5), pages 1444-1463, December.
  63. Jie Bai, 2016. "Melons as Lemons: Asymmetric Information, Consumer Learning and Seller Reputation," Natural Field Experiments 00540, The Field Experiments Website.
  64. Khwaja, Ahmed & Sloan, Frank & Chung, Sukyung, 2006. "Learning about individual risk and the decision to smoke," International Journal of Industrial Organization, Elsevier, vol. 24(4), pages 683-699, July.
  65. Dirk Bergemann & Juuso Valimaki, 2004. "Monopoly Pricing of Experience Goods," Cowles Foundation Discussion Papers 1463R, Cowles Foundation for Research in Economics, Yale University, revised May 2005.
  66. MIYAGIWA, Kaz & WAN, Jiangyun(Yunyun), 2016. "Pharmaceutical Patents and Generic Entry Competition: A New View on the Hatch-Waxman Act," IIR Working Paper 15-18, Institute of Innovation Research, Hitotsubashi University.
  67. Hu, Yingyao & Kayaba, Yutaka & Shum, Matthew, 2013. "Nonparametric learning rules from bandit experiments: The eyes have it!," Games and Economic Behavior, Elsevier, vol. 81(C), pages 215-231.
  68. Jose Apesteguia & Miguel A. Ballester, 2014. "Discrete choice estimation of time preferences," Economics Working Papers 1442, Department of Economics and Business, Universitat Pompeu Fabra.
  69. Huang, Yufeng, 2015. "Empirical analysis of consumer behavior," Other publications TiSEM 9cc96a79-43d7-436d-87d3-3, Tilburg University, School of Economics and Management.
  70. Weng, Xi, 2015. "Dynamic pricing in the presence of individual learning," Journal of Economic Theory, Elsevier, vol. 155(C), pages 262-299.
  71. Zhou, Wenhui & Lian, Zhaotong & Wu, Jinbiao, 2014. "When should service firms provide free experience service?," European Journal of Operational Research, Elsevier, vol. 234(3), pages 830-838.
  72. Gilad Sorek, 2015. "Health Insurance and Competition in Health Care Markets," Auburn Economics Working Paper Series auwp2015-03, Department of Economics, Auburn University.
  73. Arcidiacono, Peter & Ellickson, Paul B. & Landry, Peter & Ridley, David B., 2013. "Pharmaceutical followers," International Journal of Industrial Organization, Elsevier, vol. 31(5), pages 538-553.
  74. Holger Sieg & Yu Wang, 2017. "The Impact of Student Debt on Education, Career, and Marriage Choices of Female Lawyers," NBER Working Papers 23453, National Bureau of Economic Research, Inc.
  75. Anja Lambrecht & Katja Seim & Bernd Skiera, 2007. "Does Uncertainty Matter? Consumer Behavior Under Three-Part Tariffs," Marketing Science, INFORMS, vol. 26(5), pages 698-710, 09-10.
  76. Michael Chernew & Gautam Gowrisankaran & Dennis P. Scanlon, 2002. "Learning and the value of information: the case of health plan report cards," Working Paper Series 2002-17, Federal Reserve Bank of San Francisco.
  77. Jean-Pierre Dubé & Xueming Luo & Zheng Fang, 2015. "Self-Signaling and Prosocial Behavior: a Cause Marketing Mobile Field Experiment," NBER Working Papers 21475, National Bureau of Economic Research, Inc.
  78. Dalen, Dag Morten & Sorisio, Enrico & Strøm, Steinar, 2009. "Choosing among Competing Blockbusters: Does the Identity of the Third-party Payer Matter for Prescribing Doctors?," Memorandum 10/2009, Oslo University, Department of Economics.
  79. Nosal, K., 2016. "Physician Group Practices and Technology Diffusion: Evidence from New Antidiabetic Drugs," Health, Econometrics and Data Group (HEDG) Working Papers 16/22, HEDG, c/o Department of Economics, University of York.
  80. Tülin Erdem & Michael Keane & T. Öncü & Judi Strebel, 2005. "Learning About Computers: An Analysis of Information Search and Technology Choice," Quantitative Marketing and Economics (QME), Springer, vol. 3(3), pages 207-247, September.
  81. Ken Hendricks & Alan Sorensen, 2006. "Information Spillovers in the Market for Recorded Music," NBER Working Papers 12263, National Bureau of Economic Research, Inc.
  82. Jonathan James, 2011. "Ability matching and occupational choice," Working Paper 1125, Federal Reserve Bank of Cleveland.
  83. Tat Y. Chan & Barton H. Hamilton, 2006. "Learning, Private Information, and the Economic Evaluation of Randomized Experiments," Journal of Political Economy, University of Chicago Press, vol. 114(6), pages 997-1040, December.
  84. Pradeep Chintagunta & Renna Jiang & Ginger Jin, 2009. "Information, learning, and drug diffusion: The case of Cox-2 inhibitors," Quantitative Marketing and Economics (QME), Springer, vol. 7(4), pages 399-443, December.
  85. Sangwoo Shin & Sanjog Misra & Dan Horsky, 2012. "Disentangling Preferences and Learning in Brand Choice Models," Marketing Science, INFORMS, vol. 31(1), pages 115-137, January.
  86. Jose Apesteguia & Miguel A. Ballester, 2014. "Discrete choice estimation of risk aversion," Economics Working Papers 1443, Department of Economics and Business, Universitat Pompeu Fabra.
  87. Bart J. Bronnenberg & Jean-Pierre H. Dubé, 2016. "The Formation of Consumer Brand Preferences," NBER Working Papers 22691, National Bureau of Economic Research, Inc.
  88. Anna A. Levine Taub & Anton Kolotilin & Robert S. Gibbons & Ernst R. Berndt, 2011. "The Diversity of Concentrated Prescribing Behavior: An Application to Antipsychotics," NBER Working Papers 16823, National Bureau of Economic Research, Inc.
  89. repec:sss:wpaper:201405 is not listed on IDEAS
  90. Luiz Flavio Andrade, 2012. "Entry Time Effects and Follow-on Drugs Competition," Working Papers DT49, IRDES institut for research and information in health economics, revised Jun 2012.
  91. Guy David & Sara Markowitz, 2011. "Side Effects of Competition: the Role of Advertising and Promotion in Pharmaceutical Markets," NBER Working Papers 17162, National Bureau of Economic Research, Inc.
  92. Sridhar Narayanan & Puneet Manchanda, 2009. "Heterogeneous Learning and the Targeting of Marketing Communication for New Products," Marketing Science, INFORMS, vol. 28(3), pages 424-441, 05-06.
  93. Demko, Iryna & Jaenicke, Edward, 2014. "Learning in Credence Good Markets: An Example of Vitamins," 2014 Annual Meeting, July 27-29, 2014, Minneapolis, Minnesota 169880, Agricultural and Applied Economics Association.
  94. Bhattacharya, Jayanta & Vogt, William B, 2003. "A Simple Model of Pharmaceutical Price Dynamics," Journal of Law and Economics, University of Chicago Press, vol. 46(2), pages 599-626, October.
  95. Bing Jing, 2011. "Exogenous Learning, Seller-Induced Learning, and Marketing of Durable Goods," Management Science, INFORMS, vol. 57(10), pages 1788-1801, October.
  96. Matthew Osborne, 2011. "Consumer learning, switching costs, and heterogeneity: A structural examination," Quantitative Marketing and Economics (QME), Springer, vol. 9(1), pages 25-70, March.
  97. Sergei Koulayev, 2008. "Estimating search with learning," Working Papers 08-29, NET Institute, revised Oct 2008.
  98. Zhou Yang & Donna B. Gilleskie & Edward C. Norton, 2009. "Health Insurance, Medical Care, and Health Outcomes: A Model of Elderly Health Dynamics," Journal of Human Resources, University of Wisconsin Press, vol. 44(1).
  99. Dirk Bergemann & Juuso Välimäki, 2006. "Dynamic Pricing of New Experience Goods," Journal of Political Economy, University of Chicago Press, vol. 114(4), pages 713-743, August.
  100. Maurer, J. & Harris, K.M., 2015. "Learning to trust flu shots: quasi-experimental evidence on the role of learning in influenza vaccination decisions from the 2009 influenza A/H1N1 (swine flu) pandemic," Health, Econometrics and Data Group (HEDG) Working Papers 15/19, HEDG, c/o Department of Economics, University of York.
  101. Chernew, Michael & Gowrisankaran, Gautam & Scanlon, Dennis P., 2008. "Learning and the value of information: Evidence from health plan report cards," Journal of Econometrics, Elsevier, vol. 144(1), pages 156-174, May.
  102. Ariel Pakes, 2008. "Theory and Empirical Work on Imperfectly Competitive Markets," NBER Working Papers 14117, National Bureau of Economic Research, Inc.
  103. Michael Chernew & Gautam Gowrisankaran & Dennis P. Scanlon, 2001. "Learning and the Value of Information: Evidence From Health Plan Report Cards," NBER Working Papers 8589, National Bureau of Economic Research, Inc.
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