Censored Quantile Instrumental Variable Estimates of the Price Elasticity of Expenditure on Medical Care
Author
Abstract
Suggested Citation
Note: AG EH
Download full text from publisher
Other versions of this item:
- 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.
References listed on IDEAS
- Marianne P. Bitler & Jonah B. Gelbach & Hilary W. Hoynes, 2006.
"What Mean Impacts Miss: Distributional Effects of Welfare Reform Experiments,"
American Economic Review, American Economic Association, vol. 96(4), pages 988-1012, September.
- Marianne Bitler & Jonah Gelbach & Hilary Hoynes, 2003. "What Mean Impacts Miss: Distributional Effects of Welfare Reform Experiments," NBER Working Papers 10121, National Bureau of Economic Research, Inc.
- Marianne P. Bitler & Jonah Gelbach & Hilary Hoynes, 2004. "What Mean Impacts Miss Distributional Effects of Welfare Reform Experiments," Working Papers WR-109-NICHD/NIA, RAND Corporation.
- Hilary W. Hoynes & Marianne P Bitler & Jonah Gelbach, 2005. "What Mean Impacts Miss:Distributional Effects of Welfare Reform Experiments," Working Papers 36, University of California, Davis, Department of Economics.
- Bitler, Marianne P. & Gelbach, Jonah B. & Hoynes, Hilary W., 2005. "What Mean Impacts Miss: Distributional Effects of Welfare Reform Experiments," IZA Discussion Papers 1728, Institute of Labor Economics (IZA).
- John Mullahy, 1998. "Much Ado About Two: Reconsidering Retransformation and the Two-Part Model in Health Economics," NBER Technical Working Papers 0228, National Bureau of Economic Research, Inc.
- Blundell, Richard & Powell, James L., 2007. "Censored regression quantiles with endogenous regressors," Journal of Econometrics, Elsevier, vol. 141(1), pages 65-83, November.
- Hausman, Jerry, 2015.
"Specification tests in econometrics,"
Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
- Hausman, Jerry A, 1978. "Specification Tests in Econometrics," Econometrica, Econometric Society, vol. 46(6), pages 1251-1271, November.
- J. A. Hausman, 1976. "Specification Tests in Econometrics," Working papers 185, Massachusetts Institute of Technology (MIT), Department of Economics.
- Whitney K. Newey & James L. Powell & Francis Vella, 1999.
"Nonparametric Estimation of Triangular Simultaneous Equations Models,"
Econometrica, Econometric Society, vol. 67(3), pages 565-604, May.
- Whitney Newey & James Powell & Francis Vella, 1998. "Nonparametric Estimation of Triangular Simultaneous Equations Models," Working papers 98-16, Massachusetts Institute of Technology (MIT), Department of Economics.
- Whitney K. Newey & James L. Powell & Francis Vella, 1998. "Nonparametric Estimation of Triangular Simultaneous Equations Models," Working papers 98-6, Massachusetts Institute of Technology (MIT), Department of Economics.
- Powell, James L., 1986. "Censored regression quantiles," Journal of Econometrics, Elsevier, vol. 32(1), pages 143-155, June.
- Newhouse, Joseph P. & Phelps, Charles E. & Marquis, M. Susan, 1980. "On having your cake and eating it too : Econometric problems in estimating the demand for health services," Journal of Econometrics, Elsevier, vol. 13(3), pages 365-390, August.
- Willard G. Manning Jr. & Charles E. Phelps, 1979. "The Demand for Dental Care," Bell Journal of Economics, The RAND Corporation, vol. 10(2), pages 503-525, Autumn.
- Duan, Naihua, et al, 1983. "A Comparison of Alternative Models for the Demand for Medical Care," Journal of Business & Economic Statistics, American Statistical Association, vol. 1(2), pages 115-126, April.
- Chernozhukov, Victor & Hansen, Christian, 2008. "Instrumental variable quantile regression: A robust inference approach," Journal of Econometrics, Elsevier, vol. 142(1), pages 379-398, January.
- Jeffrey M Wooldridge, 2010.
"Econometric Analysis of Cross Section and Panel Data,"
MIT Press Books,
The MIT Press,
edition 2, volume 1, number 0262232588, April.
- Jeffrey M. Wooldridge, 2001. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262232197, April.
- Gilleskie, Donna B. & Mroz, Thomas A., 2004. "A flexible approach for estimating the effects of covariates on health expenditures," Journal of Health Economics, Elsevier, vol. 23(2), pages 391-418, March.
- 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.
- Amanda E. Kowalski, 2009. "Censored Quantile Instrumental Variable Estimates of the Price Elasticity of Expenditure on Medical Care," NBER Working Papers 15085, National Bureau of Economic Research, Inc.
- Manning, Willard G, et al, 1987. "Health Insurance and the Demand for Medical Care: Evidence from a Randomized Experiment," American Economic Review, American Economic Association, vol. 77(3), pages 251-277, June.
- 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.
- David Card & Carlos Dobkin & Nicole Maestas, 2009.
"Does Medicare Save Lives?,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 597-636.
- David Card & Carlos Dobkin & Nicole Maestas, 2007. "Does Medicare Save Lives?," NBER Working Papers 13668, National Bureau of Economic Research, Inc.
- Newey, Whitney K., 1987. "Efficient estimation of limited dependent variable models with endogenous explanatory variables," Journal of Econometrics, Elsevier, vol. 36(3), pages 231-250, November.
- Eichner, Matthew J, 1998. "The Demand for Medical Care: What People Pay Does Matter," American Economic Review, American Economic Association, vol. 88(2), pages 117-121, May.
- 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.
- Hausman, Jerry A, 1985. "The Econometrics of Nonlinear Budget Sets," Econometrica, Econometric Society, vol. 53(6), pages 1255-1282, November.
- Duarte, Fabian, 2012. "Price elasticity of expenditure across health care services," Journal of Health Economics, Elsevier, vol. 31(6), pages 824-841.
- Keeler, Emmett B. & Rolph, John E., 1988. "The demand for episodes of treatment in the health insurance experiment," Journal of Health Economics, Elsevier, vol. 7(4), pages 337-367, December.
- Hong H. & Chernozhukov V., 2002. "Three-Step Censored Quantile Regression and Extramarital Affairs," Journal of the American Statistical Association, American Statistical Association, vol. 97, pages 872-882, September.
Most related items
These are the items that most often cite the same works as this one and are cited by the same works as this one.- Chernozhukov, Victor & Fernández-Val, Iván & Kowalski, Amanda E., 2015.
"Quantile regression with censoring and endogeneity,"
Journal of Econometrics, Elsevier, vol. 186(1), pages 201-221.
- Victor Chernozhukov & Ivan Fernandez-Val & Amanda Kowalski, 2011. "Quantile Regression with Censoring and Endogeneity," Papers 1104.4580, arXiv.org, revised Mar 2014.
- Victor Chernozhukov & Iván Fernández-Val & Amanda E. Kowalski, 2011. "Quantile Regression with Censoring and Endogeneity," NBER Working Papers 16997, National Bureau of Economic Research, Inc.
- Victor Chernozhukov & Ivan Fernandez-Val & Amanda Kowalski, 2011. "Quantile Regression with Censoring and Endogeneity," Cowles Foundation Discussion Papers 1797, Cowles Foundation for Research in Economics, Yale University.
- Victor Chernozhukov & Ivan Fernandez-Val & Amanda Kowalski, 2011. "Quantile regression with censoring and endogeneity," CeMMAP working papers CWP20/11, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- 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.
- Stefan Boes & Michael Gerfin, 2013. "Does full insurance increase the demand for health care?," Diskussionsschriften dp1305, Universitaet Bern, Departement Volkswirtschaft.
- Boes, Stefan & Gerfin, Michael, 2013. "Does Full Insurance Increase the Demand for Health Care?," IZA Discussion Papers 7689, Institute of Labor Economics (IZA).
- 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.
- Lavetti, Kurt & DeLeire, Thomas & Ziebarth, Nicolas R., 2019. "How Do Low-Income Enrollees in the Affordable Care Act Marketplaces Respond to Cost-Sharing?," IZA Discussion Papers 12731, Institute of Labor Economics (IZA).
- Lavetti, Kurt & DeLeire, Thomas C. & Ziebarth, Nicolas R., 2023. "How do low-income enrollees in the affordable care act marketplaces respond to cost sharing?," ZEW Discussion Papers 23-049, ZEW - Leibniz Centre for European Economic Research.
- Kurt J. Lavetti & Thomas DeLeire & Nicolas R. Ziebarth, 2019. "How Do Low-Income Enrollees in the Affordable Care Act Marketplaces Respond to Cost-Sharing?," NBER Working Papers 26430, National Bureau of Economic Research, Inc.
- Dunn, Abe, 2016.
"Health insurance and the demand for medical care: Instrumental variable estimates using health insurer claims data,"
Journal of Health Economics, Elsevier, vol. 48(C), pages 74-88.
- Abe Dunn, 2014. "Health Insurance and the Demand for Medical Care: Instrumental Variable Estimates Using Health Insurer Claims Data," BEA Working Papers 0107, Bureau of Economic Analysis.
- Powell, David & Goldman, Dana, 2021.
"Disentangling moral hazard and adverse selection in private health insurance,"
Journal of Econometrics, Elsevier, vol. 222(1), pages 141-160.
- David Powell & Dana Goldman, 2016. "Disentangling Moral Hazard and Adverse Selection in Private Health Insurance," NBER Working Papers 21858, National Bureau of Economic Research, Inc.
- 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.
- 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.
- Giampiero Marra & Matteo Fasiolo & Rosalba Radice & Rainer Winkelmann, 2022. "A flexible copula regression model with Bernoulli and Tweedie margins for estimating the effect of spending on mental health," ECON - Working Papers 413, Department of Economics - University of Zurich.
- Kowalski, Amanda E., 2015.
"Estimating the tradeoff between risk protection and moral hazard with a nonlinear budget set model of health insurance,"
International Journal of Industrial Organization, Elsevier, vol. 43(C), pages 122-135.
- Amanda E. Kowalski, 2012. "Estimating the Tradeoff Between Risk Protection and Moral Hazard with a Nonlinear Budget Set Model of Health Insurance," NBER Working Papers 18108, National Bureau of Economic Research, Inc.
- Dalton, Christina M., 2014. "Estimating demand elasticities using nonlinear pricing," International Journal of Industrial Organization, Elsevier, vol. 37(C), pages 178-191.
- 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.
- James E. Payne & James W. Saunoris, 2020. "Corruption and Firm Tax Evasion in Transition Economies: Results from Censored Quantile Instrumental Variables Estimation," Atlantic Economic Journal, Springer;International Atlantic Economic Society, vol. 48(2), pages 195-206, June.
- David Powell & Dana P. Goldman, 2014. "Moral Hazard and Adverse Selection in Private Health Insurance," Working Papers WR-1032, RAND Corporation.
- Ackley, Calvin A., 2022. "Tiered cost sharing and health care demand," Journal of Health Economics, Elsevier, vol. 85(C).
- M. Antonini & R. C. van Kleef & J. Henriquez & F. Paolucci, 2023. "Can risk rating increase the ability of voluntary deductibles to reduce moral hazard?," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 48(1), pages 130-156, January.
- 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.
- Keane, M. & Stavrunova, O., 2010. "Adverse Selection, Moral Hazard and the Demand for Medigap Insurance," Health, Econometrics and Data Group (HEDG) Working Papers 10/14, HEDG, c/o Department of Economics, University of York.
- Michael Keane & Olena Stavrunova, 2011. "Adverse Selection, Moral Hazard and the Demand for Medigap Insurance," Working Paper Series 167, Finance Discipline Group, UTS Business School, University of Technology, Sydney.
- Michael P. Keane & Olean Stavrunova, 2014. "Adverse Selection, Moral Hazard and the Demand for Medigap Insurance," Economics Papers 2014-W02, Economics Group, Nuffield College, University of Oxford.
- Michael Keane & Olena Stavrunova, 2011. "Adverse Selection, Moral Hazard and the Demand for Medigap Insurance," Working Papers 201119, ARC Centre of Excellence in Population Ageing Research (CEPAR), Australian School of Business, University of New South Wales.
- Michael P. Keane & Olena Stavrunova, 2012. "Adverse Selection, Moral Hazard and the Demand for Medigap Insurance," Economics Papers 2012-W10, Economics Group, Nuffield College, University of Oxford.
- Jianmei Zhao & Hai Zhong, 2015. "Medical expenditure in urban China: a quantile regression analysis," International Journal of Health Economics and Management, Springer, vol. 15(4), pages 387-406, December.
- Nicolas R. Ziebarth, 2018.
"Social Insurance and Health,"
Contributions to Economic Analysis, in: Health Econometrics, volume 127, pages 57-84,
Emerald Group Publishing Limited.
- Ziebarth, Nicolas R., 2017. "Social Insurance and Health," IZA Discussion Papers 10918, Institute of Labor Economics (IZA).
- Randall P. Ellis & Wenjia Zhu, 2016.
"Health Plan Type Variations in Spells of Health-Care Treatment,"
American Journal of Health Economics, MIT Press, vol. 2(4), pages 399-430, Fall.
- Randall P. Ellis & Wenjia Zhu, 2016. "Health Plan Type Variations in Spells of Health-Care Treatment," American Journal of Health Economics, University of Chicago Press, vol. 2(4), pages 399-430, Fall.
- Randall P. Ellis & Wenjia Zhu, 2015. "Health Plan Type Variations in Spells of Health Care Treatment," Boston University - Department of Economics - Working Papers Series wp2015-022, Boston University - Department of Economics.
- 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.
- Michael R.M. Abrigo & Timothy J. Halliday & Teresa Molina, 2019. "Expanding Health Insurance for the Elderly of the Philippines," Working Papers 201907, University of Hawaii at Manoa, Department of Economics.
- Abrigo, Michael R.M., Halliday, Timothy J., Molina, Teresa, 2019. "Expanding Health Insurance for the Elderly of the Philippines," Discussion Papers DP 2019-37, Philippine Institute for Development Studies.
- Abrigo, Michael R.M. & Halliday, Timothy J. & Molina, Teresa, 2019. "Expanding Health Insurance for the Elderly of the Philippines," IZA Discussion Papers 12827, Institute of Labor Economics (IZA).
- Guo, Audrey & Zhang, Jonathan, 2019. "What to expect when you are expecting: Are health care consumers forward-looking?," Journal of Health Economics, Elsevier, vol. 67(C).
More about this item
JEL classification:
- I1 - Health, Education, and Welfare - - Health
NEP fields
This paper has been announced in the following NEP Reports:- NEP-ECM-2009-07-03 (Econometrics)
- NEP-HEA-2009-07-03 (Health Economics)
- NEP-IAS-2009-07-03 (Insurance Economics)
Statistics
Access and download statisticsCorrections
All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:nbr:nberwo:15085. See general information about how to correct material in RePEc.
If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.
If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .
If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.
For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: the person in charge (email available below). General contact details of provider: https://edirc.repec.org/data/nberrus.html .
Please note that corrections may take a couple of weeks to filter through the various RePEc services.