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Much ado about two: reconsidering retransformation and the two-part model in health econometrics

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Cited by:

  1. García-Serrano, Carlos & Malo, Miguel A., 2009. "The impact of union direct voice on voluntary and involuntary absenteeism," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 38(2), pages 372-383, March.
  2. 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.
  3. Michael Ziegelmeyer, 2013. "Illuminate the unknown: evaluation of imputation procedures based on the SAVE survey," AStA Advances in Statistical Analysis, Springer;German Statistical Society, vol. 97(1), pages 49-76, January.
  4. Albert Wong & Pieter H. M. van Baal & Hendriek C. Boshuizen & Johan J. Polder, 2011. "Exploring the influence of proximity to death on disease‐specific hospital expenditures: a carpaccio of red herrings," Health Economics, John Wiley & Sons, Ltd., vol. 20(4), pages 379-400, April.
  5. Frank A. Sloan & Harold H. Zhang & Jingshu Wang, 2002. "Upstream Intergenerational Transfers," Southern Economic Journal, John Wiley & Sons, vol. 69(2), pages 363-380, October.
  6. Vecino-Ortiz, Andrés Ignacio, 2008. "Determinants of demand for antenatal care in Colombia," Health Policy, Elsevier, vol. 86(2-3), pages 363-372, May.
  7. Cardon, James H. & Showalter, Mark H., 2007. "Insurance choice and tax-preferred health savings accounts," Journal of Health Economics, Elsevier, vol. 26(2), pages 373-399, March.
  8. Ruhm, Christopher J. & Black, William E., 2002. "Does drinking really decrease in bad times?," Journal of Health Economics, Elsevier, vol. 21(4), pages 659-678, July.
  9. John A. Tauras, 2005. "An Empirical Analysis of Adult Cigarette Demand," Eastern Economic Journal, Eastern Economic Association, vol. 31(3), pages 361-375, Summer.
  10. Patrick Richard & Regine Walker & Pierre Alexandre, 2018. "The burden of out of pocket costs and medical debt faced by households with chronic health conditions in the United States," PLOS ONE, Public Library of Science, vol. 13(6), pages 1-13, June.
  11. Brilleman, Samuel L. & Gravelle, Hugh & Hollinghurst, Sandra & Purdy, Sarah & Salisbury, Chris & Windmeijer, Frank, 2014. "Keep it simple? Predicting primary health care costs with clinical morbidity measures," Journal of Health Economics, Elsevier, vol. 35(C), pages 109-122.
  12. Luiz Flavio Andrade & Thomas Rapp & Christine Sevilla-Dedieu, 2016. "Exploring the determinants of endocrinologist visits by patients with diabetes," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 17(9), pages 1173-1184, December.
  13. Ciani Emanuele & Fisher Paul, 2019. "Dif-in-Dif Estimators of Multiplicative Treatment Effects," Journal of Econometric Methods, De Gruyter, vol. 8(1), pages 1-10, January.
  14. 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).
  15. Renke Schmacker & Sinne Smed, 2023. "Sin Taxes and Self-Control," American Economic Journal: Economic Policy, American Economic Association, vol. 15(3), pages 1-34, August.
  16. John Mullahy, 1999. "Interaction Effects and Difference-in-Difference Estimation in Loglinear Models," NBER Technical Working Papers 0245, National Bureau of Economic Research, Inc.
  17. 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.
  18. Tommi Härkänen & Timo Maljanen & Olavi Lindfors & Esa Virtala & Paul Knekt, 2013. "Confounding and missing data in cost-effectiveness analysis: comparing different methods," Health Economics Review, Springer, vol. 3(1), pages 1-11, December.
  19. Lih-Wen Mau & Jaime M. Preussler & Linda J. Burns & Susan Leppke & Navneet S. Majhail & Christa L. Meyer & Tatenda Mupfudze & Wael Saber & Patricia Steinert & David J. Vanness, 2020. "Healthcare Costs of Treating Privately Insured Patients with Acute Myeloid Leukemia in the United States from 2004 to 2014: A Generalized Additive Modeling Approach," PharmacoEconomics, Springer, vol. 38(5), pages 515-526, May.
  20. 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.
  21. Yujing Shen & Randall P. Ellis, 2002. "How profitable is risk selection? A comparison of four risk adjustment models," Health Economics, John Wiley & Sons, Ltd., vol. 11(2), pages 165-174, March.
  22. Flores, Gabriela & Ir, Por & Men, Chean R. & O’Donnell, Owen & van Doorslaer, Eddy, 2013. "Financial protection of patients through compensation of providers: The impact of Health Equity Funds in Cambodia," Journal of Health Economics, Elsevier, vol. 32(6), pages 1180-1193.
  23. 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.
  24. 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.
  25. Donfouet, Hermann Pythagore Pierre & Mohamed, Shukri F. & Otieno, Peter & Wambiya, Elvis & Mutua, Martin Kavao & Danaei, Goodarz, 2020. "Economic valuation of setting up a social health enterprise in urban poor-resource setting in Kenya," Social Science & Medicine, Elsevier, vol. 266(C).
  26. 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.
  27. Thompson, Simon G. & Nixon, Richard M. & Grieve, Richard, 2006. "Addressing the issues that arise in analysing multicentre cost data, with application to a multinational study," Journal of Health Economics, Elsevier, vol. 25(6), pages 1015-1028, November.
  28. 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.
  29. Kurt Lavetti & Thomas DeLeire & Nicolas R. Ziebarth, 2023. "How do low‐income enrollees in the Affordable Care Act marketplaces respond to cost‐sharing?," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 90(1), pages 155-183, March.
  30. Perelman, Julian & Shmueli, Amir & Closon, Marie-Christine, 2008. "Deriving a risk-adjustment formula for hospital financing: Integrating the impact of socio-economic status on length of stay," Social Science & Medicine, Elsevier, vol. 66(1), pages 88-98, January.
  31. Albouy, Valerie & Davezies, Laurent & Debrand, Thierry, 2010. "Health expenditure models: A comparison using panel data," Economic Modelling, Elsevier, vol. 27(4), pages 791-803, July.
  32. Amir Marashi & Shima Ghassem Pour & Vincy Li & Chris Rissel & Federico Girosi, 2019. "The association between physical activity and hospital payments for acute admissions in the Australian population aged 45 and over," PLOS ONE, Public Library of Science, vol. 14(6), pages 1-16, June.
  33. Keane, Michael & Stavrunova, Olena, 2016. "Adverse selection, moral hazard and the demand for Medigap insurance," Journal of Econometrics, Elsevier, vol. 190(1), pages 62-78.
  34. Huazhen Lin & Ling Zhou & Xiaohua Zhou, 2014. "Semiparametric Regression Analysis of Longitudinal Skewed Data," Scandinavian Journal of Statistics, Danish Society for Theoretical Statistics;Finnish Statistical Society;Norwegian Statistical Association;Swedish Statistical Association, vol. 41(4), pages 1031-1050, December.
  35. Brimblecombe, Nicola & Evans-Lacko, Sara & Knapp, Martin & King, Derek & Takizawa, Ryu & Maughan, Barbara & Arseneault, Louise, 2018. "Long term economic impact associated with childhood bullying victimisation," Social Science & Medicine, Elsevier, vol. 208(C), pages 134-141.
  36. Stefan Boes & Michael Gerfin, 2016. "Does Full Insurance Increase the Demand for Health Care?," Health Economics, John Wiley & Sons, Ltd., vol. 25(11), pages 1483-1496, November.
  37. van Doorslaer, Eddy & Wagstaff, Adam & van der Burg, Hattem & Christiansen, Terkel & De Graeve, Diana & Duchesne, Inge & Gerdtham, Ulf-G & Gerfin, Michael & Geurts, Jose & Gross, Lorna, 2000. "Equity in the delivery of health care in Europe and the US," Journal of Health Economics, Elsevier, vol. 19(5), pages 553-583, September.
  38. 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.
  39. Emma Aisbett & Matthias Busse & Peter Nunnenkamp, 2018. "Bilateral investment treaties as deterrents of host-country discretion: the impact of investor-state disputes on foreign direct investment in developing countries," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 154(1), pages 119-155, February.
  40. 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.
  41. C. GEAY & M. KOUBI & G. de LAGASNERIE, 2015. "Evolution of outpatient healthcare expenditure, a dynamic micro-simulation using the Destinie model," Documents de Travail de l'Insee - INSEE Working Papers g2015-15, Institut National de la Statistique et des Etudes Economiques.
  42. Scharadin, Benjamin, 2022. "The efficacy of the dependent care deduction at maintaining diet quality," Food Policy, Elsevier, vol. 107(C).
  43. Herbert J A Rolden & David van Bodegom & Rudi G J Westendorp, 2014. "Changes in Health Care Expenditure after the Loss of a Spouse: Data on 6,487 Older Widows and Widowers in the Netherlands," PLOS ONE, Public Library of Science, vol. 9(12), pages 1-17, December.
  44. Brigitte Dormont & Hélène Huber, 2006. "Ageing and changes in medical practices : reassessing theinfluence of demography," Post-Print halshs-00274723, HAL.
  45. Christian Schmid, 2015. "Consumer Health Information and the Demand for Physician Visits," Health Economics, John Wiley & Sons, Ltd., vol. 24(12), pages 1619-1631, December.
  46. Batscheider, Ariane & Rzehak, Peter & Teuner, Christina M. & Wolfenstetter, Silke B. & Leidl, Reiner & von Berg, Andrea & Berdel, Dietrich & Hoffmann, Barbara & Heinrich, Joachim, 2014. "Development of BMI values of German children and their healthcare costs," Economics & Human Biology, Elsevier, vol. 12(C), pages 56-66.
  47. Christopher Carpenter & Sabina Postolek & Casey Warman, 2011. "Public-Place Smoking Laws and Exposure to Environmental Tobacco Smoke (ETS)," American Economic Journal: Economic Policy, American Economic Association, vol. 3(3), pages 35-61, August.
  48. Munkin M & Trivedi P. K, 2009. "Incentives and Selection Effects of Drug Coverage on Total Drug Expenditure: a Finite Mixture Approach," Health, Econometrics and Data Group (HEDG) Working Papers 09/22, HEDG, c/o Department of Economics, University of York.
  49. Farrell, Susan & Manning, Willard G. & Finch, Michael D., 2003. "Alcohol dependence and the price of alcoholic beverages," Journal of Health Economics, Elsevier, vol. 22(1), pages 117-147, January.
  50. Jan Klavus, 1999. "Health care and economic well‐being: estimating equivalence scales for public health care utilization," Health Economics, John Wiley & Sons, Ltd., vol. 8(7), pages 613-625, November.
  51. Ranjeeta Thomas, 2012. "Conditional Cash Transfers To Improve Education And Health: An Ex Ante Evaluation Of Red De Protección Social, Nicaragua," Health Economics, John Wiley & Sons, Ltd., vol. 21(10), pages 1136-1154, October.
  52. Christian Kronborg Andersen & Kjeld Andersen & Per Kragh‐Sørensen, 2000. "Cost function estimation: the choice of a model to apply to dementia," Health Economics, John Wiley & Sons, Ltd., vol. 9(5), pages 397-409, July.
  53. Wen You & George C. Davis, 2019. "Estimating dual headed time in food production with implications for SNAP benefit adequacy," Review of Economics of the Household, Springer, vol. 17(1), pages 249-266, March.
  54. Heres-Del-Valle, David & Niemeier, Deb, 2011. "CO2 emissions: Are land-use changes enough for California to reduce VMT? Specification of a two-part model with instrumental variables," Transportation Research Part B: Methodological, Elsevier, vol. 45(1), pages 150-161, January.
  55. Holger Breinlich & Alessandra Tucci, 2008. "Foreign Market Conditions and Export Performance: Evidence from Italian Firm-Level Data," Development Working Papers 258, Centro Studi Luca d'Agliano, University of Milano.
  56. Liu, Lei & Conaway, Mark R. & Knaus, William A. & Bergin, James D., 2008. "A random effects four-part model, with application to correlated medical costs," Computational Statistics & Data Analysis, Elsevier, vol. 52(9), pages 4458-4473, May.
  57. Schokkaert, Erik & Van de Voorde, Carine, 2004. "Risk selection and the specification of the conventional risk adjustment formula," Journal of Health Economics, Elsevier, vol. 23(6), pages 1237-1259, November.
  58. Małgorzata Cygańska & Grażyna Kowalewska, 2018. "Place and Role of the Information about Cost Outliers and Length of Stay Outliers in the Hospital Information System," Collegium of Economic Analysis Annals, Warsaw School of Economics, Collegium of Economic Analysis, issue 49, pages 251-260.
  59. Willard Manning, 2012. "Dealing with Skewed Data on Costs and Expenditures," Chapters, in: Andrew M. Jones (ed.), The Elgar Companion to Health Economics, Second Edition, chapter 44, Edward Elgar Publishing.
  60. Mark Pletscher, 2017. "The effects of organized screening programs on the demand for mammography in Switzerland," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(5), pages 649-665, June.
  61. Deb, Partha & Trivedi, Pravin K., 2002. "The structure of demand for health care: latent class versus two-part models," Journal of Health Economics, Elsevier, vol. 21(4), pages 601-625, July.
  62. Bratti, M. & Miranda, A, 2010. "Endogenous Treatment Effects for Count Data Models with Sample Selection or Endogenous Participation," Health, Econometrics and Data Group (HEDG) Working Papers 10/19, HEDG, c/o Department of Economics, University of York.
  63. Reka Sundaram-Stukel, 2021. "Heckman-Selection or Two-Part models for alcohol studies? Depends," Papers 2112.10542, arXiv.org, revised Jun 2023.
  64. Donald S. Kenkel & Joseph V. Terza, 2001. "The effect of physician advice on alcohol consumption: count regression with an endogenous treatment effect," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 16(2), pages 165-184.
  65. Antonio Clavero Barranquero & Mª. Luz González Alvarez, 2005. "A survey of econometric models to analyze the demand and utilisation of health care," Hacienda Pública Española / Review of Public Economics, IEF, vol. 173(2), pages 129-162, June.
  66. Kathryn Antioch & Michael Walsh, 2004. "The risk-adjusted vision beyond casemix (DRG) funding in Australia," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 5(2), pages 95-109, May.
  67. Ruhm, Christopher J. & Jones, Alison Snow & McGeary, Kerry Anne & Kerr, William C. & Terza, Joseph V. & Greenfield, Thomas K. & Pandian, Ravi S., 2012. "What U.S. data should be used to measure the price elasticity of demand for alcohol?," Journal of Health Economics, Elsevier, vol. 31(6), pages 851-862.
  68. Lamiraud, Karine & von Bremen, Konrade & Donaldson, Cam, 2009. "The impact of information on patient preferences in different delivery patterns: A contingent valuation study of prescription versus OTC drugs," Health Policy, Elsevier, vol. 93(2-3), pages 102-110, December.
  69. Andr? Romeu-Santana & ?gel M. Vera-Hern?dez, "undated". "A Semi-Nonparametric Estimator For Counts With An Endogenous Dummy. Variable," UFAE and IAE Working Papers 452.00, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
  70. Michael R.M. Abrigo & Timothy J. Halliday & Teresa Molina, 2022. "Expanding health insurance for the elderly of the Philippines," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 37(3), pages 500-520, April.
  71. repec:mpr:mprres:3151 is not listed on IDEAS
  72. Manos Matsaganis & Theodore Mitrakos & Panos Tsakloglou, 2009. "Modelling health expenditure at the household level in Greece," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 10(3), pages 329-336, July.
  73. Hana Ross & Frank J. Chaloupka, 2003. "The effect of cigarette prices on youth smoking," Health Economics, John Wiley & Sons, Ltd., vol. 12(3), pages 217-230, March.
  74. Kathleen Carey & Theodore Stefos, 2011. "Measuring the cost of hospital adverse patient safety events," Health Economics, John Wiley & Sons, Ltd., vol. 20(12), pages 1417-1430, December.
  75. Karen Eggleston & Anupa Bir, 2009. "Measuring Selection Incentives in Managed Care: Evidence From the Massachusetts State Employee Insurance Program," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 76(1), pages 159-175, March.
  76. Shuofen Hsu & Chaohsin Lin & Yaling Yang, 2008. "Integrating Neural Networks for Risk‐Adjustment Models," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 75(3), pages 617-642, September.
  77. David R. Heres & Rafael Dávila-Bugarín, 2020. "The impact of urban form on vehicle fuel consumption in Mexican metropolitan areas," EKONOMIAZ. Revista vasca de Economía, Gobierno Vasco / Eusko Jaurlaritza / Basque Government, vol. 97(01), pages 241-263.
  78. Jones, A.M, 2010. "Models For Health Care," Health, Econometrics and Data Group (HEDG) Working Papers 10/01, HEDG, c/o Department of Economics, University of York.
  79. Van Ourti, Tom, 2003. "Socio-economic inequality in ill-health amongst the elderly: Should one use current or permanent income?," Journal of Health Economics, Elsevier, vol. 22(2), pages 219-241, March.
  80. Ai, Chunrong & Norton, Edward C., 2000. "Standard errors for the retransformation problem with heteroscedasticity," Journal of Health Economics, Elsevier, vol. 19(5), pages 697-718, September.
  81. Besstremyannaya, Galina, 2017. "Measuring income equity in the demand for healthcare with finite mixture models," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 46, pages 5-29.
  82. Nshakira-Rukundo, Emmanuel & Mussa, Essa Chanie & Gerber, Nicolas & von Braun, Joachim, 2020. "Impact of voluntary community-based health insurance on child stunting: Evidence from rural Uganda," Social Science & Medicine, Elsevier, vol. 245(C).
  83. Tom Hertz, 2009. "The effect of nonfarm income on investment in Bulgarian family farming," Agricultural Economics, International Association of Agricultural Economists, vol. 40(2), pages 161-176, March.
  84. Susan L. Ettner & Jenny Kotlerman & Abdelmonem Afifi & Sondra Vazirani & Ron D. Hays & Martin Shapiro & Marie Cowan, 2006. "An Alternative Approach to Reducing the Costs of Patient Care? A Controlled Trial of the Multi-Disciplinary Doctor-Nurse Practitioner (MDNP) Model," Medical Decision Making, , vol. 26(1), pages 9-17, January.
  85. Grossman, Michael, 2004. "The demand for health, 30 years later: a very personal retrospective and prospective reflection," Journal of Health Economics, Elsevier, vol. 23(4), pages 629-636, July.
  86. Carole Roan Gresenz & Jeanette A. Rogowski & Jose Escarce, 2004. "Healthcare Markets, the Safety Net and Access to Care Among the Uninsured," NBER Working Papers 10799, National Bureau of Economic Research, Inc.
  87. Zifeng Zhao & Peng Shi & Xiaoping Feng, 2021. "Knowledge Learning of Insurance Risks Using Dependence Models," INFORMS Journal on Computing, INFORMS, vol. 33(3), pages 1177-1196, July.
  88. Frank, Richard G. & Glazer, Jacob & McGuire, Thomas G., 2000. "Measuring adverse selection in managed health care," Journal of Health Economics, Elsevier, vol. 19(6), pages 829-854, November.
  89. Patrick Richard & Peter Shin & Tishra Beeson & Laura S Burke & Susan F Wood & Sara Rosenbaum, 2015. "Quality and Cost of Diabetes Mellitus Care in Community Health Centers in the United States," PLOS ONE, Public Library of Science, vol. 10(12), pages 1-11, December.
  90. Galina Besstremyannaya, 2012. "Estimating income equity in social health insurance system," Working Papers w0172, Center for Economic and Financial Research (CEFIR).
  91. Partha Deb & Murat K. Munkin & Pravin K. Trivedi, 2006. "Bayesian analysis of the two‐part model with endogeneity: application to health care expenditure," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 21(7), pages 1081-1099, November.
  92. Nyman, John A. & Koc, Cagatay & Dowd, Bryan E. & McCreedy, Ellen & Trenz, Helen Markelova, 2018. "Decomposition of moral hazard," Journal of Health Economics, Elsevier, vol. 57(C), pages 168-178.
  93. Breitfelder, Ariane & Wenig, Christina M. & Wolfenstetter, Silke B. & Rzehak, Peter & Menn, Petra & John, Jürgen & Leidl, Reiner & Bauer, Carl Peter & Koletzko, Sibylle & Röder, Stefan & Herbarth, Olf, 2011. "Relative weight-related costs of healthcare use by children--Results from the two German birth cohorts, GINI-plus and LISA-plus," Economics & Human Biology, Elsevier, vol. 9(3), pages 302-315, July.
  94. Galina Besstremyannaya, 2014. "Heterogeneous effect of coinsurance rate on healthcare costs: generalized finite mixtures and matching estimators," Discussion Papers 14-014, Stanford Institute for Economic Policy Research.
  95. Joel Smith & Helen Banks & Harry Campbell & Anne Douglas & Eilidh Fletcher & Alison McCallum & Tron Anders Moger & Mikko Peltola & Sofia Sveréus & Sarah Wild & Linda J. Williams & John Forbes & on beh, 2015. "Parameter Heterogeneity In Breast Cancer Cost Regressions – Evidence From Five European Countries," Health Economics, John Wiley & Sons, Ltd., vol. 24(S2), pages 23-37, December.
  96. R. Vincent Pohl, 2018. "Medicaid And The Labor Supply Of Single Mothers: Implications For Health Care Reform," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 59(3), pages 1283-1313, August.
  97. Santos Silva, Joao M. C. & Windmeijer, Frank, 2001. "Two-part multiple spell models for health care demand," Journal of Econometrics, Elsevier, vol. 104(1), pages 67-89, August.
  98. Marianne P. Bitler & Christopher S. Carpenter & Madeline Zavodny, 2010. "Effects of venue‐specific state clean indoor air laws on smoking‐related outcomes," Health Economics, John Wiley & Sons, Ltd., vol. 19(12), pages 1425-1440, December.
  99. Li, Xin & Zhang, Wei, 2013. "The impacts of health insurance on health care utilization among the older people in China," Social Science & Medicine, Elsevier, vol. 85(C), pages 59-65.
  100. Geoffard, Pierre-Yves & Gardiol, Lucien & Grandchamp, Chantal, 2005. "Separating Selection and Incentive Effects in Health Insurance," CEPR Discussion Papers 5380, C.E.P.R. Discussion Papers.
  101. Xiao‐Hua Zhou & Huazhen Lin & Eric Johnson, 2008. "Non‐parametric heteroscedastic transformation regression models for skewed data with an application to health care costs," Journal of the Royal Statistical Society Series B, Royal Statistical Society, vol. 70(5), pages 1029-1047, November.
  102. Kohei Enami & John Mullahy, 2008. "Tobit at Fifty: A Brief History of Tobin's Remarkable Estimator, of Related Empirical Methods, and of Limited Dependent Variable Econometrics in Health Economics," NBER Working Papers 14512, National Bureau of Economic Research, Inc.
  103. Thomas, R, 2011. "Using a Semiparametric Estimator to Forecast Education Outcomes in Nicaragua's Red de Proteccion Social," Health, Econometrics and Data Group (HEDG) Working Papers 11/02, HEDG, c/o Department of Economics, University of York.
  104. Shang-Yin Yang & Chou-Wen Wang & Hong-Chih Huang, 2016. "The Valuation of Lifetime Health Insurance Policies with Limited Coverage," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 83(3), pages 777-800, September.
  105. Papadopoulos, Georgios & Santos Silva, J.M.C., 2012. "Identification issues in some double-index models for non-negative data," Economics Letters, Elsevier, vol. 117(1), pages 365-367.
  106. Lemmon, Elizabeth, 2020. "Utilisation of personal care services in Scotland: the influence of unpaid carers," LSE Research Online Documents on Economics 106226, London School of Economics and Political Science, LSE Library.
  107. Abegunde, Dele Olawale & Stanciole, Anderson E., 2008. "The economic impact of chronic diseases: How do households respond to shocks? Evidence from Russia," Social Science & Medicine, Elsevier, vol. 66(11), pages 2296-2307, June.
  108. Manning, Willard G. & Mullahy, John, 2001. "Estimating log models: to transform or not to transform?," Journal of Health Economics, Elsevier, vol. 20(4), pages 461-494, July.
  109. Oscar Mitnik, 2008. "How do Training Programs Assign Participants to Training? Characterizing the Assignment Rules of Government Agencies for Welfare-to-Work Programs in California," Working Papers 0907, University of Miami, Department of Economics.
  110. 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.
  111. Bremer, Patrick, 2013. "Zuzahlungsbedingter Leistungsverzicht und finanzielle Belastung durch Zuzahlungen bei Personen über 50 in Deutschland," Wittener Diskussionspapiere zu alten und neuen Fragen der Wirtschaftswissenschaft 25/2013, Witten/Herdecke University, Faculty of Management and Economics.
  112. Galina Besstremyannaya, 2012. "Estimating income equity in social health insurance system," Working Papers w0172, New Economic School (NES).
  113. Nicolas R. Ziebarth, 2018. "Social Insurance and Health," Contributions to Economic Analysis, in: Health Econometrics, volume 127, pages 57-84, Emerald Group Publishing Limited.
  114. John Tauras & Lisa Powell & Frank Chaloupka & Hana Ross, 2007. "The demand for smokeless tobacco among male high school students in the United States: the impact of taxes, prices and policies," Applied Economics, Taylor & Francis Journals, vol. 39(1), pages 31-41.
  115. Kyriopoulos, Ilias & Nikoloski, Zlatko & Mossialos, Elias, 2019. "The impact of the Greek economic adjustment programme on household health expenditure," Social Science & Medicine, Elsevier, vol. 222(C), pages 274-284.
  116. Wagstaff, Adam & Lindelow, Magnus, 2008. "Can insurance increase financial risk?: The curious case of health insurance in China," Journal of Health Economics, Elsevier, vol. 27(4), pages 990-1005, July.
  117. Budi Hidayat & Subhash Pokhrel, 2009. "The Selection of an Appropriate Count Data Model for Modelling Health Insurance and Health Care Demand: Case of Indonesia," IJERPH, MDPI, vol. 7(1), pages 1-19, December.
  118. 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.
  119. Siikamäki, Juha, 2009. "Use of Time for Outdoor Recreation in the United States, 1965-2007," RFF Working Paper Series dp-09-18, Resources for the Future.
  120. Manning, Willard G. & Basu, Anirban & Mullahy, John, 2005. "Generalized modeling approaches to risk adjustment of skewed outcomes data," Journal of Health Economics, Elsevier, vol. 24(3), pages 465-488, May.
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  133. Supon Limwattananon & Sven Neelsen & Owen O'Donnell & Phusit Prakongsai & Viroj Tangcharoensathien & Eddy van Doorslaer & Vuthiphan Vongmongkol, 2013. "Universal Coverage on a Budget: Impacts on Health Care Utilization and Out-Of-Pocket Expenditures in Thailand," CESifo Working Paper Series 4262, CESifo.
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  137. You, Wen & Davis, George C. & Yang, Jinyang, 2022. "Viewpoint: An assessment of recent SNAP benefit increases allowing for money and time variability," Food Policy, Elsevier, vol. 106(C).
  138. Rolden, Herbert J.A. & van Bodegom, David & Westendorp, Rudi G.J., 2014. "Variation in the costs of dying and the role of different health services, socio-demographic characteristics, and preceding health care expenses," Social Science & Medicine, Elsevier, vol. 120(C), pages 110-117.
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  144. Sojung Carol Park & Sangeun Han, 2017. "Externalities From Driving Luxury Cars," Risk Management and Insurance Review, American Risk and Insurance Association, vol. 20(3), pages 391-427, December.
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  149. Steven T. Yen & Chao‐Hsiun Tang & Shew‐Jiuan B. Su, 2001. "Demand for traditional medicine in Taiwan: a mixed Gaussian–Poisson model approach," Health Economics, John Wiley & Sons, Ltd., vol. 10(3), pages 221-232, April.
  150. Deliana Kostova & Hana Ross & Evan Blecher & Sara Markowitz, 2010. "Prices and Cigarette Demand: Evidence from Youth Tobacco Use in Developing Countries," NBER Working Papers 15781, National Bureau of Economic Research, Inc.
  151. Marcel Bilger & Willard G. Manning, 2015. "Measuring Overfitting In Nonlinear Models: A New Method And An Application To Health Expenditures," Health Economics, John Wiley & Sons, Ltd., vol. 24(1), pages 75-85, January.
  152. Davis, George C. & You, Wen, 2011. "Not enough money or not enough time to satisfy the Thrifty Food Plan? A cost difference approach for estimating a money-time threshold," Food Policy, Elsevier, vol. 36(2), pages 101-107, April.
  153. Benali, Marwan & Brümmer, Bernhard & Afari-Sefa, Victor, 2017. "Small producer participation in export vegetable supply chains and household labour allocation in Tanzania: an age-disaggregated approach," GlobalFood Discussion Papers 257513, Georg-August-Universitaet Goettingen, GlobalFood, Department of Agricultural Economics and Rural Development.
  154. Deliana Kostova & Evan Blecher, 2013. "Does Advertising Matter? Estimating The Impact Of Cigarette Advertising On Smoking Among Youth In Developing Countries," Contemporary Economic Policy, Western Economic Association International, vol. 31(3), pages 537-548, July.
  155. Daniel Erian Armanios & Charles E. Eesley & Jizhen Li & Kathleen M. Eisenhardt, 2017. "How entrepreneurs leverage institutional intermediaries in emerging economies to acquire public resources," Strategic Management Journal, Wiley Blackwell, vol. 38(7), pages 1373-1390, July.
  156. Benjamin Scharadin & Yang Yu & Edward C. Jaenicke, 2021. "Household time activities, food waste, and diet quality: the impact of non-marginal changes due to COVID-19," Review of Economics of the Household, Springer, vol. 19(2), pages 399-428, June.
  157. Anirban Basu & Willard G. Manning, 2010. "Estimating lifetime or episode‐of‐illness costs under censoring," Health Economics, John Wiley & Sons, Ltd., vol. 19(9), pages 1010-1028, September.
  158. Tom Hertz, 2010. "Heteroskedasticity-robust elasticities in logarithmic and two-part models," Applied Economics Letters, Taylor & Francis Journals, vol. 17(3), pages 225-228, February.
  159. Black, Nicole & Hughes, Robert & Jones, Andrew M., 2018. "The health care costs of childhood obesity in Australia: An instrumental variables approach," Economics & Human Biology, Elsevier, vol. 31(C), pages 1-13.
  160. Akshay Shanker & Sacha Vidler, 2014. "Offsets to compulsory superannuation: do people consciously choose their level of retirement saving?," CAMA Working Papers 2014-65, Centre for Applied Macroeconomic Analysis, Crawford School of Public Policy, The Australian National University.
  161. Jay Dev Dubey, 2021. "Measuring Income Elasticity of Healthcare-Seeking Behavior in India: A Conditional Quantile Regression Approach," Journal of Quantitative Economics, Springer;The Indian Econometric Society (TIES), vol. 19(4), pages 767-793, December.
  162. Bernadette Li & John Cairns & James Fotheringham & Rommel Ravanan, 2016. "Predicting hospital costs for patients receiving renal replacement therapy to inform an economic evaluation," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 17(6), pages 659-668, July.
  163. Silviya Nikolova; & Arthur Sinko; & Matt Sutton;, 2012. "Do maximum waiting times guarantees change clinical priorities? A Conditional Density Estimation approach," Health, Econometrics and Data Group (HEDG) Working Papers 12/07, HEDG, c/o Department of Economics, University of York.
  164. David Johnson & Tim Fry, 2002. "Factors Affecting Return to Work after Injury: A study for the Victorian WorkCover Authority," Melbourne Institute Working Paper Series wp2002n28, Melbourne Institute of Applied Economic and Social Research, The University of Melbourne.
  165. Hao Yu, 2017. "China’s medical savings accounts: an analysis of the price elasticity of demand for health care," The European Journal of Health Economics, Springer;Deutsche Gesellschaft für Gesundheitsökonomie (DGGÖ), vol. 18(6), pages 773-785, July.
  166. Klaus Kaier & Silvia Hils & Stefan Fetzer & Philip Hehn & Anja Schmid & Dieter Hauschke & Lioudmila Bogatyreva & Bernd Jänigen & Przemyslaw Pisarski, 2017. "Results of a randomized controlled trial analyzing telemedically supported case management in the first year after living donor kidney transplantation - a budget impact analysis from the healthcare pe," Health Economics Review, Springer, vol. 7(1), pages 1-8, December.
  167. Valerie Albouy & Laurent Davezies & Thierry Debrand, 2009. "Dynamic Estimation of Health Expenditure: A new approach for simulating individual expenditure," Working Papers DT20, IRDES institut for research and information in health economics, revised Jan 2009.
  168. Wu, Ming & Xin, Ying & Wang, Huihui & Yu, Wei, 2005. "Private and public cross-subsidization: financing Beijing's health-insurance reform," Health Policy, Elsevier, vol. 72(1), pages 41-52, April.
  169. Danusha Jayawardana & Brenda Gannon & Jenny Doust & Gita D. Mishra, 2023. "Excess healthcare costs of psychological distress in young women: Evidence from linked national Medicare claims data," Health Economics, John Wiley & Sons, Ltd., vol. 32(3), pages 715-734, March.
  170. Kathleen Carey, 2015. "Measuring the Hospital Length of Stay/Readmission Cost Trade‐Off Under a Bundled Payment Mechanism," Health Economics, John Wiley & Sons, Ltd., vol. 24(7), pages 790-802, July.
  171. Charlotte Geay & Grégoire de Lagasnerie & Makram Larguem, 2014. "Evolution of outpatient healthcare expenditure due to ageing in 2030, a dynamic micro-simulation model for France," Sciences Po publications 28, Sciences Po.
  172. Anirban Basu & Willard G. Manning & John Mullahy, 2004. "Comparing alternative models: log vs Cox proportional hazard?," Health Economics, John Wiley & Sons, Ltd., vol. 13(8), pages 749-765, August.
  173. Jeonghoon Ahn, 2004. "Panel Data Sample Selection Model: an Application to Employee Choice of Health Plan Type and Medical Cost Estimation," Econometric Society 2004 Far Eastern Meetings 560, Econometric Society.
  174. Pierre Kébreau Alexandre & Michael T. French, 2004. "Further Evidence on the Labor Market Effects of Addiction: Chronic Drug Use and Employment in Metropolitan Miami," Contemporary Economic Policy, Western Economic Association International, vol. 22(3), pages 382-393, July.
  175. Andreas Bayerstadler & Franz Benstetter & Christian Heumann & Fabian Winter, 2014. "A predictive modeling approach to increasing the economic effectiveness of disease management programs," Health Care Management Science, Springer, vol. 17(3), pages 284-301, September.
  176. Juergen Jung & Chung Tran, 2014. "Medical consumption over the life-cycle," Empirical Economics, Springer, vol. 47(3), pages 927-957, November.
  177. Samuel L Brilleman & Hugh Gravelle & Sandra Hollinghurst & Sarah Purdy & Chris Salisbury & Frank Windmeijer, 2011. "Keep it Simple? Predicting Primary Health Care Costs with Measures of Morbidity and Multimorbidity," Working Papers 072cherp, Centre for Health Economics, University of York.
  178. Matthew Chesnes & Weijia (Daisy) Dai & Ginger Zhe Jin, 2017. "Banning Foreign Pharmacies from Sponsored Search: The Online Consumer Response," Marketing Science, INFORMS, vol. 36(6), pages 879-907, November.
  179. Victoria Ateca-Amestoy, 2008. "Determining heterogeneous behavior for theater attendance," Journal of Cultural Economics, Springer;The Association for Cultural Economics International, vol. 32(2), pages 127-151, June.
  180. Glazer, Jacob & McGuire, Thomas G., 2002. "Setting health plan premiums to ensure efficient quality in health care: minimum variance optimal risk adjustment," Journal of Public Economics, Elsevier, vol. 84(2), pages 153-173, May.
  181. Nikolova, Silviya & Sinko, Arthur & Sutton, Matt, 2015. "Do maximum waiting times guarantees change clinical priorities for elective treatment? Evidence from Scotland," Journal of Health Economics, Elsevier, vol. 41(C), pages 72-88.
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