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A Comparison of Alternative Models for the Demand for Medical Care

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  1. Barnes, Kayleigh & Mukherji, Arnab & Mullen, Patrick & Sood, Neeraj, 2017. "Financial risk protection from social health insurance," Journal of Health Economics, Elsevier, vol. 55(C), pages 14-29.
  2. Andrew McDavid & Lucas Dennis & Patrick Danaher & Greg Finak & Michael Krouse & Alice Wang & Philippa Webster & Joseph Beechem & Raphael Gottardo, 2014. "Modeling Bi-modality Improves Characterization of Cell Cycle on Gene Expression in Single Cells," PLOS Computational Biology, Public Library of Science, vol. 10(7), pages 1-10, July.
  3. Partha Deb & Pravin K. Trivedi & David M. Zimmer, 2014. "Cost‐Offsets Of Prescription Drug Expenditures: Data Analysis Via A Copula‐Based Bivariate Dynamic Hurdle Model," Health Economics, John Wiley & Sons, Ltd., vol. 23(10), pages 1242-1259, October.
  4. Hullegie, P.G.J., 2012. "Essays on health and labor economics," Other publications TiSEM dcc68fc9-7af1-4ba9-8f90-6, Tilburg University, School of Economics and Management.
  5. Randall P. Ellis & Pooja G. Mookim, 2013. "K-Fold Cross-Validation is Superior to Split Sample Validation for Risk Adjustment Models," Boston University - Department of Economics - Working Papers Series wp2013-026, Boston University - Department of Economics.
  6. Takaku, Reo, 2017. "The Effect Of Patient Cost Sharing On Health Care Utilization Among Low-Income Children," Hitotsubashi Journal of Economics, Hitotsubashi University, vol. 58(1), pages 69-88, June.
  7. Charlotte Geay & Grégoire de Lagasnerie & Makram Larguem, 2015. "Intégrer les dépenses de santé dans un modèle de microsimulation dynamique : le cas des dépenses de soins de ville," Économie et Statistique, Programme National Persée, vol. 481(1), pages 211-234.
  8. Mary Zimmerman Murphy, 1987. "The Importance of Sample Selection Bias in the Estimation of Medical Care Demand Equations," Eastern Economic Journal, Eastern Economic Association, vol. 13(1), pages 19-29, Jan-Mar.
  9. Johnson, Elizabeth & Dominici, Francesca & Griswold, Michael & L. Zeger, Scott, 2003. "Disease cases and their medical costs attributable to smoking: an analysis of the national medical expenditure survey," Journal of Econometrics, Elsevier, vol. 112(1), pages 135-151, January.
  10. Ye, Yuxiang & Koch, Steven F. & Zhang, Jiangfeng, 2018. "Determinants of household electricity consumption in South Africa," Energy Economics, Elsevier, vol. 75(C), pages 120-133.
  11. Galina Besstremyannaya, 2012. "Estimating income equity in social health insurance system," Working Papers w0172, New Economic School (NES).
  12. Simo Fotso, Arlette, 2017. "Child disability and siblings' healthcare expenditures in a context of child fostering," Social Science & Medicine, Elsevier, vol. 182(C), pages 89-96.
  13. Andrew M. Jones & James Lomas & Nigel Rice, 2015. "Healthcare Cost Regressions: Going Beyond the Mean to Estimate the Full Distribution," Health Economics, John Wiley & Sons, Ltd., vol. 24(9), pages 1192-1212, September.
  14. Titus J. Galama & Patrick Hullegie & Erik Meijer & Sarah Outcault, 2012. "Is There Empirical Evidence For Decreasing Returns To Scale In A Health Capital Model?," Health Economics, John Wiley & Sons, Ltd., vol. 21(9), pages 1080-1100, September.
  15. Ni, Xinwen, 2019. "The role of medical expenses in the saving decision of elderly: a life cycle model," IRTG 1792 Discussion Papers 2019-011, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
  16. Machado, Jose A F & Santos Silva, Joao M C, 2008. "Quantiles for Fractions and Other Mixed Data," Economics Discussion Papers 3550, University of Essex, Department of Economics.
  17. Vecino-Ortiz, Andrés Ignacio, 2008. "Determinants of demand for antenatal care in Colombia," Health Policy, Elsevier, vol. 86(2-3), pages 363-372, May.
  18. Long Thanh Giang & Cuong Viet Nguyen & Hoa Quynh Nguyen, 2020. "The Impacts of Economic Growth and Governance on Migration: Evidence from Vietnam," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 32(4), pages 1195-1229, September.
  19. Yang Lu, 2019. "Flexible (panel) regression models for bivariate count–continuous data with an insurance application," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 182(4), pages 1503-1521, October.
  20. Joelle H Fong, 2019. "Out-of-pocket health spending among Medicare beneficiaries: Which chronic diseases are most costly?," PLOS ONE, Public Library of Science, vol. 14(9), pages 1-16, September.
  21. William Martin & Cong S. Pham, 2020. "Estimating the gravity model when zero trade flows are frequent and economically determined," Applied Economics, Taylor & Francis Journals, vol. 52(26), pages 2766-2779, May.
  22. R. Kleef & K. Beck & W. Ven & R. Vliet, 2007. "Does risk equalization reduce the viability of voluntary deductibles?," International Journal of Health Economics and Management, Springer, vol. 7(1), pages 43-58, March.
  23. Andrew Briggs & Richard Nixon & Simon Dixon & Simon Thompson, 2005. "Parametric modelling of cost data: some simulation evidence," Health Economics, John Wiley & Sons, Ltd., vol. 14(4), pages 421-428, April.
  24. Ed Westerhout & Kees Folmer, 2007. "Co-payment systems in health care; between moral hazard and risk reduction," CPB Discussion Paper 78.rdf, CPB Netherlands Bureau for Economic Policy Analysis.
  25. Carrino, L.; & Nafilyan, V.; & Avendaño Pabon, M.;, 2019. "Should I Care or Should I Work? The Impact of Working in Older Age on Caregiving," Health, Econometrics and Data Group (HEDG) Working Papers 19/23, HEDG, c/o Department of Economics, University of York.
  26. Guan Gong & Hongmei Wang & Lingli Xu, 2015. "The Impact of Individual Health Account Scheme on Lifetime Income Redistribution: Evidence from China," Review of Development Economics, Wiley Blackwell, vol. 19(4), pages 925-940, November.
  27. Dahlia K. Remler & Adam J. Atherly, 2003. "Health status and heterogeneity of cost‐sharing responsiveness: how do sick people respond to cost‐sharing?," Health Economics, John Wiley & Sons, Ltd., vol. 12(4), pages 269-280, April.
  28. Hao, Siyuan, 2023. "Modeling hospitalization medical expenditure of the elderly in China," Economic Analysis and Policy, Elsevier, vol. 79(C), pages 450-461.
  29. Flores, Gabriela & O’Donnell, Owen, 2016. "Catastrophic medical expenditure risk," Journal of Health Economics, Elsevier, vol. 46(C), pages 1-15.
  30. Kiranmoy Das & Bhuvanesh Pareek & Sarah Brown & Pulak Ghosh, 2022. "A semi-parametric Bayesian dynamic hurdle model with an application to the health and retirement study," Computational Statistics, Springer, vol. 37(2), pages 837-863, April.
  31. Bonsang, Eric, 2009. "Does informal care from children to their elderly parents substitute for formal care in Europe?," Journal of Health Economics, Elsevier, vol. 28(1), pages 143-154, January.
  32. Harald Oberhofer, 2012. "Firm Growth, European Industry Dynamics and Domestic Business Cycles," Scottish Journal of Political Economy, Scottish Economic Society, vol. 59(3), pages 316-337, July.
  33. Sarah A Collins & Sarah M Lane & Minako Ishibashi & Tracey Hamston, 2023. "Nest material preferences in wild hazel dormice Muscardinus avellanarius: testing predictions from optimal foraging theory," Behavioral Ecology, International Society for Behavioral Ecology, vol. 34(3), pages 418-425.
  34. Mocan, H. Naci & Tekin, Erdal & Zax, Jeffrey S., 2004. "The Demand for Medical Care in Urban China," World Development, Elsevier, vol. 32(2), pages 289-304, February.
  35. Meredith B. Rosenthal & Ernst R. Berndt & Julie M. Donohue & Arnold M. Epstein & Richard G. Frank, 2003. "Demand Effects of Recent Changes in Prescription Drug Promotion," NBER Chapters, in: Frontiers in Health Policy Research, Volume 6, pages 1-26, National Bureau of Economic Research, Inc.
  36. Jayabrata Biswas & Pulak Ghosh & Kiranmoy Das, 2020. "A semi-parametric quantile regression approach to zero-inflated and incomplete longitudinal outcomes," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 104(2), pages 261-283, June.
  37. Jones, A. & Lomas, J. & Rice, N., 2014. "Going Beyond the Mean in Healthcare Cost Regressions: a Comparison of Methods for Estimating the Full Conditional Distribution," Health, Econometrics and Data Group (HEDG) Working Papers 14/26, HEDG, c/o Department of Economics, University of York.
  38. Yuanyuan Deng & Hugo Benítez-Silva, 2021. "An Empirical Model of Medicare Costs: The Role of Health Insurance, Employment, and Delays in Medicare Enrollment," Econometrics, MDPI, vol. 9(2), pages 1-32, June.
  39. Arouri, Mohamed & Ben Youssef, Adel & Nguyen, Cuong, 2017. "Does urbanization reduce rural poverty? Evidence from Vietnam," Economic Modelling, Elsevier, vol. 60(C), pages 253-270.
  40. Schmacker, Renke & Smed, Sinne, 2020. "Do prices and purchases respond similarly to soft drink tax increases and cuts?," Economics & Human Biology, Elsevier, vol. 37(C).
  41. Mandy Ryan & Emmanouil Mentzakis & Catriona Matheson & Christine Bond, 2020. "Survey modes comparison in contingent valuation: Internet panels and mail surveys," Health Economics, John Wiley & Sons, Ltd., vol. 29(2), pages 234-242, February.
  42. Natalia N. Borisova & Allen C. Goodman, 2003. "Measuring the value of time for methadone maintenance clients: willingness to pay, willingness to accept, and the wage rate," Health Economics, John Wiley & Sons, Ltd., vol. 12(4), pages 323-334, April.
  43. Silva João M. C. Santos & Tenreyro Silvana & Windmeijer Frank, 2015. "Testing Competing Models for Non-negative Data with Many Zeros," Journal of Econometric Methods, De Gruyter, vol. 4(1), pages 1-18, January.
  44. Amanda Kowalski, 2016. "Censored Quantile Instrumental Variable Estimates of the Price Elasticity of Expenditure on Medical Care," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 34(1), pages 107-117, January.
  45. Nikolaus Hautsch & Peter Malec & Melanie Schienle, 2014. "Capturing the Zero: A New Class of Zero-Augmented Distributions and Multiplicative Error Processes," Journal of Financial Econometrics, Oxford University Press, vol. 12(1), pages 89-121.
  46. Mullahy, John, 1998. "Much ado about two: reconsidering retransformation and the two-part model in health econometrics," Journal of Health Economics, Elsevier, vol. 17(3), pages 247-281, June.
  47. Vittoria Cerasi & Alessandro Fedele & Raffaele Miniaci, 2015. "Do your Rivals Enhance your Access to Credit? Theory and Evidence," BEMPS - Bozen Economics & Management Paper Series BEMPS29, Faculty of Economics and Management at the Free University of Bozen.
  48. Eiji Yamada, 2020. "Three chapters on spatial and urban economics [Trois chapitres sur l’économie spatiale et urbaine]," SciencePo Working papers Main tel-03767752, HAL.
  49. Daniele Fabbri & Chiara Monfardini, 2003. "Public vs. Private Health Care Services Demand in Italy," Giornale degli Economisti, GDE (Giornale degli Economisti e Annali di Economia), Bocconi University, vol. 62(1), pages 93-123, April.
  50. Giampiero Marra & Matteo Fasiolo & Rosalba Radice & Rainer Winkelmann, 2023. "A flexible copula regression model with Bernoulli and Tweedie margins for estimating the effect of spending on mental health," Health Economics, John Wiley & Sons, Ltd., vol. 32(6), pages 1305-1322, June.
  51. Tugba Akkaya Hocagil & Richard J. Cook & Sandra W. Jacobson & Joseph L. Jacobson & Louise M. Ryan, 2021. "Propensity score analysis for a semi‐continuous exposure variable: a study of gestational alcohol exposure and childhood cognition," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 184(4), pages 1390-1413, October.
  52. De Luca, Giuliana & Ponzo, Michela, 2009. "Primary care utilisation and workers’ opportunity costs. Evidence from Italy," MPRA Paper 24201, University Library of Munich, Germany.
  53. Ni, Xinwen, 2019. "Voting for Health Insurance Policy: the U.S. versus Europe," IRTG 1792 Discussion Papers 2019-012, Humboldt University of Berlin, International Research Training Group 1792 "High Dimensional Nonstationary Time Series".
  54. Martin Schellhorn & Andreas E. Stuck & Christoph E. Minder & John C. Beck, 2000. "Health services utilization of elderly Swiss: evidence from panel data," Health Economics, John Wiley & Sons, Ltd., vol. 9(6), pages 533-545, September.
  55. Yamada, Hiroyuki & Shimizutani, Satoshi, 2015. "Labor market outcomes of informal care provision in Japan," The Journal of the Economics of Ageing, Elsevier, vol. 6(C), pages 79-88.
  56. Luca Gandullia & Lucia Leporatti, 2019. "Distributional effects of gambling taxes: empirical evidence from Italy," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 17(4), pages 565-590, December.
  57. Daidone, Silvio & Street, Andrew, 2013. "How much should be paid for specialised treatment?," Social Science & Medicine, Elsevier, vol. 84(C), pages 110-118.
  58. Chunhuei Chi & Jwo‐Leun Lee & Shu‐Ling Tsai & Wen‐Yi Chen, 2008. "Out‐of‐pocket payment for medical care under Taiwan's National Health Insurance system," Health Economics, John Wiley & Sons, Ltd., vol. 17(8), pages 961-975, August.
  59. Joseph V. Terza & Donald S. Kenkel & Tsui‐Fang Lin & Shinichi Sakata, 2008. "Care‐giver advice as a preventive measure for drinking during pregnancy: zeros, categorical outcome responses, and endogeneity," Health Economics, John Wiley & Sons, Ltd., vol. 17(1), pages 41-54, January.
  60. Mariana Rodrigues-Motta & Johannes Forkman, 2022. "Bayesian Analysis of Nonnegative Data Using Dependency-Extended Two-Part Models," Journal of Agricultural, Biological and Environmental Statistics, Springer;The International Biometric Society;American Statistical Association, vol. 27(2), pages 201-221, June.
  61. Elsa Perdrix & Quitterie Roquebert, 2022. "Does the amount of formal care affect informal care? Evidence among over-60s in France," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 23(3), pages 453-465, April.
  62. Chen, Chin-Shyan & Liu, Tsai-Ching & Chen, Li-Mei, 2003. "National Health Insurance and the antenatal care use: a case in Taiwan," Health Policy, Elsevier, vol. 64(1), pages 99-112, April.
  63. Wolfenstetter, S.B., 2012. "Future direct and indirect costs of obesity and the influence of gaining weight: Results from the MONICA/KORA cohort studies, 1995–2005," Economics & Human Biology, Elsevier, vol. 10(2), pages 127-138.
  64. Buntin, Melinda Beeuwkes & Zaslavsky, Alan M., 2004. "Too much ado about two-part models and transformation?: Comparing methods of modeling Medicare expenditures," Journal of Health Economics, Elsevier, vol. 23(3), pages 525-542, May.
  65. Patrick Puhani, 2000. "The Heckman Correction for Sample Selection and Its Critique," Journal of Economic Surveys, Wiley Blackwell, vol. 14(1), pages 53-68, February.
  66. Toni Mora & Joan Gil & Antoni Sicras-Mainar, 2012. "The Influence of BMI, Obesity and Overweight on Medical Costs: A Panel Data Approach," Working Papers 2012-08, FEDEA.
  67. Bruce Wang & Edwin Wong & Rafael Alfonso-Cristancho & Hao He & David Flum & David Arterburn & Louis Garrison & Sean Sullivan, 2014. "Cost-effectiveness of bariatric surgical procedures for the treatment of severe obesity," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 15(3), pages 253-263, April.
  68. Jing Cheng & Dylan S. Small, 2021. "Semiparametric models and inference for the effect of a treatment when the outcome is nonnegative with clumping at zero," Biometrics, The International Biometric Society, vol. 77(4), pages 1187-1201, December.
  69. Liu, Lei & Strawderman, Robert L. & Cowen, Mark E. & Shih, Ya-Chen T., 2010. "A flexible two-part random effects model for correlated medical costs," Journal of Health Economics, Elsevier, vol. 29(1), pages 110-123, January.
  70. Monica Oliveira, 2004. "Modelling demand and supply influences on utilization: A flow demand model to predict hospital utilization at the small area level," Applied Economics, Taylor & Francis Journals, vol. 36(20), pages 2237-2251.
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