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Incentive effects in the demand for health care: a bivariate panel count data estimation

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Cited by:

  1. Aysit Tansel & Halil Ibrahim Keskin, 2017. "Education Effects on Days Hospitalized and Days out of Work by Gender: Evidence from Turkey," Koç University-TUSIAD Economic Research Forum Working Papers 1721, Koc University-TUSIAD Economic Research Forum.
  2. Markus Jochmann & Roberto León‐González, 2004. "Estimating the demand for health care with panel data: a semiparametric Bayesian approach," Health Economics, John Wiley & Sons, Ltd., vol. 13(10), pages 1003-1014, October.
  3. Hossein Kavand & Marcel Voia, 2018. "Estimation of Health Care Demand and its Implication on Income Effects of Individuals," Springer Proceedings in Business and Economics, in: William H. Greene & Lynda Khalaf & Paul Makdissi & Robin C. Sickles & Michael Veall & Marcel-Cristia (ed.), Productivity and Inequality, pages 275-304, Springer.
  4. Eugenio Miravete, 2014. "Testing for complementarities among countable strategies," Empirical Economics, Springer, vol. 46(4), pages 1521-1544, June.
  5. Patrick Hullegie & Tobias J. Klein, 2010. "The effect of private health insurance on medical care utilization and self‐assessed health in Germany," Health Economics, John Wiley & Sons, Ltd., vol. 19(9), pages 1048-1062, September.
  6. Greene, William, 2007. "Functional Form and Heterogeneity in Models for Count Data," Foundations and Trends(R) in Econometrics, now publishers, vol. 1(2), pages 113-218, August.
  7. Massimiliano Bratti & Alfonso Miranda, 2011. "Endogenous treatment effects for count data models with endogenous participation or sample selection," Health Economics, John Wiley & Sons, Ltd., vol. 20(9), pages 1090-1109, September.
  8. Xie, Fang & Xiao, Zhijie, 2020. "Consistency of ℓ1 penalized negative binomial regressions," Statistics & Probability Letters, Elsevier, vol. 165(C).
  9. Bago d'Uva, Teresa & Jones, Andrew M. & van Doorslaer, Eddy, 2009. "Measurement of horizontal inequity in health care utilisation using European panel data," Journal of Health Economics, Elsevier, vol. 28(2), pages 280-289, March.
  10. Hendrik Schmitz, 2012. "More health care utilization with more insurance coverage? Evidence from a latent class model with German data," Applied Economics, Taylor & Francis Journals, vol. 44(34), pages 4455-4468, December.
  11. Teresa Bago d'Uva, 2006. "Latent class models for utilisation of health care," Health Economics, John Wiley & Sons, Ltd., vol. 15(4), pages 329-343, April.
  12. Andrés Ramírez–Hassan & Rosember Guerra–Urzola, 2021. "Bayesian treatment effects due to a subsidized health program: the case of preventive health care utilization in Medellín (Colombia)," Empirical Economics, Springer, vol. 60(3), pages 1477-1506, March.
  13. Chai Cheng, T., 2011. "Measuring the effects of removing subsidies for private insurance on public expenditure for health care," Health, Econometrics and Data Group (HEDG) Working Papers 11/32, HEDG, c/o Department of Economics, University of York.
  14. Canan GÜNEŞ & Mustafa ÜNLÜ & Yasin BÜYÜKKÖR & Şenay ÜÇDOĞRUK BİRECİKLİ, 2016. "Türkiye’de Sağlık Hizmetleri Talebinin Sayma Veri Modelleriyle İncelenmesi: İçsellik Sorunu," Sosyoekonomi Journal, Sosyoekonomi Society, issue 24(30).
  15. Erik Schokkaert & Tom Van Ourti & Diana De Graeve & Ann Lecluyse & Carine Van de Voorde, 2010. "Supplemental health insurance and equality of access in Belgium," Health Economics, John Wiley & Sons, Ltd., vol. 19(4), pages 377-395, April.
  16. Barbara Hofmann, 2014. "Sick of being “Activated?”," Empirical Economics, Springer, vol. 47(3), pages 1103-1127, November.
  17. Dragos Adascalitei & Clemente Pignatti Morano, 2016. "Drivers and effects of labour market reforms: Evidence from a novel policy compendium," IZA Journal of Labor Policy, Springer;Forschungsinstitut zur Zukunft der Arbeit GmbH (IZA), vol. 5(1), pages 1-32, December.
  18. Xiaojing Dong & Ramkumar Janakiraman & Ying Xie, 2014. "The Effect of Survey Participation on Consumer Behavior: The Moderating Role of Marketing Communication," Marketing Science, INFORMS, vol. 33(4), pages 567-585, July.
  19. Shaomin Li & Haoyu Wei & Xiaoyu Lei, 2021. "Heterogeneous Overdispersed Count Data Regressions via Double Penalized Estimations," Papers 2110.03552, arXiv.org, revised Feb 2022.
  20. Adelchi Azzalini & Hyoung-Moon Kim & Hea-Jung Kim, 2019. "Sample selection models for discrete and other non-Gaussian response variables," Statistical Methods & Applications, Springer;Società Italiana di Statistica, vol. 28(1), pages 27-56, March.
  21. Schmitz, Hendrik, 2013. "Practice budgets and the patient mix of physicians – The effect of a remuneration system reform on health care utilisation," Journal of Health Economics, Elsevier, vol. 32(6), pages 1240-1249.
  22. Léa Toulemon, 2016. "Job quality, Health Insurance and the Price of Medical Products: Essays in Applied Economics," Sciences Po publications info:hdl:2441/3018m4nhj18, Sciences Po.
  23. Sebastian Panthöfer, 2016. "Risk Selection under Public Health Insurance with Opt‐Out," Health Economics, John Wiley & Sons, Ltd., vol. 25(9), pages 1163-1181, September.
  24. Christian Pfeifer, 2013. "Cyclical Absenteeism Among Private Sector, Public Sector And Self‐Employed Workers," Health Economics, John Wiley & Sons, Ltd., vol. 22(3), pages 366-370, March.
  25. Marvasti, Akbar, 2014. "An estimation of the demand and supply for physician services using a panel data," Economic Modelling, Elsevier, vol. 43(C), pages 279-286.
  26. William H. Greene & David A. Hensher, 2008. "Modeling Ordered Choices: A Primer and Recent Developments," Working Papers 08-26, New York University, Leonard N. Stern School of Business, Department of Economics.
  27. Md Mahfuzur Rahman & Rubayet Karim & Md. Moniruzzaman & Md. Afjal Hossain & Hammad Younes, 2023. "Modeling Hospital Operating Theater Services: A System Dynamics Approach," Logistics, MDPI, vol. 7(4), pages 1-21, November.
  28. William Greene, 2007. "Fixed and Random Effects Models for Count Data," Working Papers 07-15, New York University, Leonard N. Stern School of Business, Department of Economics.
  29. Kristian Bolin & Anna Lindgren & Björn Lindgren & Petter Lundborg, 2009. "Utilisation of physician services in the 50+ population: the relative importance of individual versus institutional factors in 10 European countries," International Journal of Health Economics and Management, Springer, vol. 9(1), pages 83-112, March.
  30. Markus Jochmann, 2013. "What belongs where? Variable selection for zero-inflated count models with an application to the demand for health care," Computational Statistics, Springer, vol. 28(5), pages 1947-1964, October.
  31. Greene, William & McKenzie, Colin, 2015. "An LM test based on generalized residuals for random effects in a nonlinear model," Economics Letters, Elsevier, vol. 127(C), pages 47-50.
  32. Léa Toulemon, 2016. "Job quality, health insurance and the price of medical products : essays in applied economics [Qualité de l'emploi, assurance santé et prix des médicaments à l'hôpital : essais en économie appliqué," SciencePo Working papers Main tel-03455279, HAL.
  33. Bratti, Massimiliano & Miranda, Alfonso, 2010. "Endogenous Treatment Effects for Count Data Models with Sample Selection or Endogenous Participation," IZA Discussion Papers 5372, Institute of Labor Economics (IZA).
  34. Rodica Gilles & Seik Kim, 2013. "Distribution-Free Estimation of Zero-Inflated Models with Unobserved Heterogeneity," Working Papers UWEC-2013-03, University of Washington, Department of Economics.
  35. Mauro Laudicella & Paolo Li Donni, 2022. "The dynamic interdependence in the demand of primary and emergency secondary care: A hidden Markov approach," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(3), pages 521-536, April.
  36. Chai Cheng, T & Vahid, F, 2010. "Demand for hospital care and private health insurance in a mixed publicprivate system: empirical evidence using a simultaneous equation modeling approach," Health, Econometrics and Data Group (HEDG) Working Papers 10/25, HEDG, c/o Department of Economics, University of York.
  37. Greene, William, 2010. "Testing hypotheses about interaction terms in nonlinear models," Economics Letters, Elsevier, vol. 107(2), pages 291-296, May.
  38. William Greene, 2007. "Discrete Choice Modeling," Working Papers 07-6, New York University, Leonard N. Stern School of Business, Department of Economics.
  39. Villani, Mattias & Kohn, Robert & Nott, David J., 2012. "Generalized smooth finite mixtures," Journal of Econometrics, Elsevier, vol. 171(2), pages 121-133.
  40. Aysit Tansel & Halil Ibrahim Keskin, 2017. "Education Effects on Days Hospitalized and Days out of Work by Gender: Evidence from Turkey," Koç University-TUSIAD Economic Research Forum Working Papers 1721, Koc University-TUSIAD Economic Research Forum.
  41. Johar, Meliyanni, 2009. "The impact of the Indonesian health card program: A matching estimator approach," Journal of Health Economics, Elsevier, vol. 28(1), pages 35-53, January.
  42. Winkelmann, Rainer, 2006. "Reforming health care: Evidence from quantile regressions for counts," Journal of Health Economics, Elsevier, vol. 25(1), pages 131-145, January.
  43. Jeon, Boyoung & Kwon, Soonman, 2013. "Effect of private health insurance on health care utilization in a universal public insurance system: A case of South Korea," Health Policy, Elsevier, vol. 113(1), pages 69-76.
  44. Bago d'Uva, Teresa & Jones, Andrew M., 2009. "Health care utilisation in Europe: New evidence from the ECHP," Journal of Health Economics, Elsevier, vol. 28(2), pages 265-279, March.
  45. Arendt, Jacob Nielsen, 2008. "In sickness and in health--Till education do us part: Education effects on hospitalization," Economics of Education Review, Elsevier, vol. 27(2), pages 161-172, April.
  46. repec:zbw:rwirep:0076 is not listed on IDEAS
  47. Schmitz, Hendrik, 2008. "Do Optional Deductibles Reduce the Number of Doctor Visits? – Empirical Evidence with German Data," Ruhr Economic Papers 76, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
  48. Tom Van Ourti, 2004. "Measuring horizontal inequity in Belgian health care using a Gaussian random effects two part count data model," Health Economics, John Wiley & Sons, Ltd., vol. 13(7), pages 705-724, July.
  49. David Cantarero-Prieto & Marta Pascual-Sáez & Javier Lera, 2020. "Healthcare Utilization and Healthy Lifestyles among Elderly People Living in Southern Europe: Recent Evidence from the SHARE," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 48(1), pages 53-66, March.
  50. Thierry Kamionka & Pauline Leveneur, 2021. "The Dynamics of Health, Employment and Working Hours," Working Papers hal-03307591, HAL.
  51. Jacob Nielsen Arendt, 2012. "The Demand for Health Care by the Poor under Universal Health Care Coverage," Journal of Human Capital, University of Chicago Press, vol. 6(4), pages 316-335.
  52. Petilliot, René, 2017. "The effect of private health insurance on self-assessed health status and health satisfaction in Germany," FZG Discussion Papers 65, University of Freiburg, Research Center for Generational Contracts (FZG).
  53. 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.
  54. William Greene & Colin McKenzie, 2012. "LM Tests for Random Effects," Working Papers 12-14, New York University, Leonard N. Stern School of Business, Department of Economics.
  55. Teresa Bago d'Uva, 2005. "Latent class models for use of primary care: evidence from a British panel," Health Economics, John Wiley & Sons, Ltd., vol. 14(9), pages 873-892, September.
  56. Gao, Feng & Powers, Michael R. & Wang, Jun, 2009. "Adverse selection or advantageous selection? Risk and underwriting in China's health-insurance market," Insurance: Mathematics and Economics, Elsevier, vol. 44(3), pages 505-510, June.
  57. Astrid Kiil, 2012. "Does employment-based private health insurance increase the use of covered health care services? A matching estimator approach," International Journal of Health Economics and Management, Springer, vol. 12(1), pages 1-38, March.
  58. Hendrik Schmitz, 2008. "Do Optional Deductibles Reduce the Number of Doctor Visits? – Empirical Evidence with German Data," Ruhr Economic Papers 0076, Rheinisch-Westfälisches Institut für Wirtschaftsforschung, Ruhr-Universität Bochum, Universität Dortmund, Universität Duisburg-Essen.
  59. William Greene, 2014. "Models for ordered choices," Chapters, in: Stephane Hess & Andrew Daly (ed.), Handbook of Choice Modelling, chapter 15, pages 333-362, Edward Elgar Publishing.
  60. Cheng, Terence Chai, 2014. "Measuring the effects of reducing subsidies for private insurance on public expenditure for health care," Journal of Health Economics, Elsevier, vol. 33(C), pages 159-179.
  61. René Petilliot, 2017. "The Effect of Private Health Insurance on Self-assessed Health Status and Health Satisfaction in Germany," SOEPpapers on Multidisciplinary Panel Data Research 917, DIW Berlin, The German Socio-Economic Panel (SOEP).
  62. Y. Machnes, 2006. "The demand for private health care under national health insurance," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 7(4), pages 265-269, December.
  63. Greene, William, 2008. "Functional forms for the negative binomial model for count data," Economics Letters, Elsevier, vol. 99(3), pages 585-590, June.
  64. William Greene, 2007. "Correlation in Bivariate Poisson Regression Model," Working Papers 07-14, New York University, Leonard N. Stern School of Business, Department of Economics.
  65. Shaomin Li & Haoyu Wei & Xiaoyu Lei, 2022. "Heterogeneous Overdispersed Count Data Regressions via Double-Penalized Estimations," Mathematics, MDPI, vol. 10(10), pages 1-25, May.
  66. Jonas Krämer & Jonas Schreyögg, 2019. "Demand-side determinants of rising hospital admissions in Germany: the role of ageing," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 20(5), pages 715-728, July.
  67. Daehwan Kim & Dong-hwa Lee, 2023. "Does private health insurance prevent the onset of critical illness and disability in a universal public insurance system?," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 48(1), pages 177-193, January.
  68. Terence C. Cheng & Alfons Palangkaraya & Jongsay Yong, 2014. "Hospital utilization in mixed public--private system: evidence from Australian hospital data," Applied Economics, Taylor & Francis Journals, vol. 46(8), pages 859-870, March.
  69. David Zimmer, 2010. "Health Insurance and Health Care Demand Among the Self-employed," Journal of Labor Research, Springer, vol. 31(1), pages 1-19, March.
  70. Daniel S. J. Lechmann & Claus Schnabel, 2014. "Absence from Work of the Self-Employed: A Comparison with Paid Employees," Kyklos, Wiley Blackwell, vol. 67(3), pages 368-390, August.
  71. Leila Tahmooresnejad & Catherine Beaudry & Andrea Schiffauerova, 2015. "The role of public funding in nanotechnology scientific production: Where Canada stands in comparison to the United States," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(1), pages 753-787, January.
  72. Hendrik Schmitz, 2008. "Do Optional Deductibles Reduce the Number of Doctor Visits?: Empirical Evidence with German Data," SOEPpapers on Multidisciplinary Panel Data Research 141, DIW Berlin, The German Socio-Economic Panel (SOEP).
  73. Seyed Ehsan Saffari & John Carson Allen & Robiah Adnan & Seng Huat Ong & Shin Zhu Sim & William Greene, 2019. "Frequency of Visiting a Doctor: A right Truncated Count Regression Model with Excess Zeros," Biostatistics and Biometrics Open Access Journal, Juniper Publishers Inc., vol. 9(5), pages 112-122, August.
  74. Astrid Kiil & Jacob Nielsen Arendt, 2017. "The effect of complementary private health insurance on the use of health care services," International Journal of Health Economics and Management, Springer, vol. 17(1), pages 1-27, March.
  75. William Greene, 2009. "Models for count data with endogenous participation," Empirical Economics, Springer, vol. 36(1), pages 133-173, February.
  76. Dauth, Christine, 2021. "The effects of private versus public health insurance on health and labor market outcomes," IAB-Discussion Paper 202103, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
  77. Jeong, Seonghyun & Park, Minjae & Park, Taeyoung, 2017. "Analysis of binary longitudinal data with time-varying effects," Computational Statistics & Data Analysis, Elsevier, vol. 112(C), pages 145-153.
  78. Zulkefli, Zurina & jones, Glenn, 2012. "Moral Hazard and the Impact of Private Health Insurance on the Utilisation of Health Care in Malaysia," Jurnal Ekonomi Malaysia, Faculty of Economics and Business, Universiti Kebangsaan Malaysia, vol. 46(2), pages 159-175.
  79. Chun-Ting Liu & Jui-Yun Wu & Chi-Hung Chang, 2020. "Switching motivation and moral hazard: evidence from automobile physical damage insurance in Taiwan," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 45(2), pages 361-391, April.
  80. Xiaojing Dong & Pradeep Chintagunta & Puneet Manchanda, 2011. "A new multivariate count data model to study multi-category physician prescription behavior," Quantitative Marketing and Economics (QME), Springer, vol. 9(3), pages 301-337, September.
  81. repec:hal:spmain:info:hdl:2441/3018m4nhj18vvr47bolsnnqeqs is not listed on IDEAS
  82. Vijverberg, Chu-Ping C. & Vijverberg, Wim P., 2012. "Pregibit: A Family of Discrete Choice Models," IZA Discussion Papers 6359, Institute of Labor Economics (IZA).
  83. Takuya Hasebe, 2018. "Treatment effect estimators for count data models," Health Economics, John Wiley & Sons, Ltd., vol. 27(11), pages 1868-1873, November.
  84. Miravete, Eugenio, 2009. "Multivariate Sarmanov Count Data Models," CEPR Discussion Papers 7463, C.E.P.R. Discussion Papers.
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