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Censored Quantile Instrumental Variable Estimates of the Price Elasticity of Expenditure on Medical Care
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- Zarek C. Brot-Goldberg & Amitabh Chandra & Benjamin R. Handel & Jonathan T. Kolstad, 2017.
"What does a Deductible Do? The Impact of Cost-Sharing on Health Care Prices, Quantities, and Spending Dynamics,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 132(3), pages 1261-1318.
- Zarek C. Brot-Goldberg & Amitabh Chandra & Benjamin R. Handel & Jonathan T. Kolstad, 2015. "What Does a Deductible Do? The Impact of Cost-Sharing on Health Care Prices, Quantities, and Spending Dynamics," NBER Working Papers 21632, National Bureau of Economic Research, Inc.
- Brot-Goldberg, Zarek C. & Chandra, Amitabh & Handel, Benjamin R. & Kolstad, Jonathan T., 2015. "What Does a Deductible Do? The Impact of Cost-Sharing on Health Care Prices, Quantities, and Spending Dynamics," Working Paper Series 15-060, Harvard University, John F. Kennedy School of Government.
- Brot-Goldberg, Z.C. & Chandra, A. & Handel, B. & Kolstad, J.T., 2016. "What Does a Deductible Do? The Impact of Cost-Sharing on Health Care Prices, Quantities and Spending Dynamics," Health, Econometrics and Data Group (HEDG) Working Papers 16/15, HEDG, c/o Department of Economics, University of York.
- Bruno Martins & Luís Filipe, 2020. "Doctors' response to queues: Evidence from a Portuguese emergency department," Health Economics, John Wiley & Sons, Ltd., vol. 29(2), pages 123-137, February.
- Liran Einav & Amy Finkelstein & Stephen P. Ryan & Paul Schrimpf & Mark R. Cullen, 2013.
"Selection on Moral Hazard in Health Insurance,"
American Economic Review, American Economic Association, vol. 103(1), pages 178-219, February.
- Liran Einav & Amy Finkelstein & Stephen P. Ryan & Paul Schrimpf & Mark R. Cullen, 2011. "Selection on Moral Hazard in Health Insurance," NBER Working Papers 16969, National Bureau of Economic Research, Inc.
- Liran Einav & Amy Finkelstein & Stephen Ryan & Paul Schrimpf & Mark Cullen, 2011. "Selection on Moral Hazard in Health Insurance," Discussion Papers 10-027, Stanford Institute for Economic Policy Research.
- Ackley, Calvin A., 2022. "Tiered cost sharing and health care demand," Journal of Health Economics, Elsevier, vol. 85(C).
- Aviva Aron-Dine & Liran Einav & Amy Finkelstein, 2013.
"The RAND Health Insurance Experiment, Three Decades Later,"
Journal of Economic Perspectives, American Economic Association, vol. 27(1), pages 197-222, Winter.
- Aviva Aron-Dine & Liran Einav & Amy Finkelstein, 2012. "The RAND Health Insurance Experiment, Three Decades Later," NBER Working Papers 18642, National Bureau of Economic Research, Inc.
- Aviva Aron-Dine & Liran Einav & Amy Finkelstein, 2012. "The RAND Health Insurance Experiment, Three Decades Later," Discussion Papers 12-007, Stanford Institute for Economic Policy Research.
- Martin Gaynor & Kate Ho & Robert J. Town, 2015.
"The Industrial Organization of Health-Care Markets,"
Journal of Economic Literature, American Economic Association, vol. 53(2), pages 235-284, June.
- Martin Gaynor & Kate Ho & Robert Town, 2014. "The Industrial Organization of Health Care Markets," NBER Working Papers 19800, National Bureau of Economic Research, Inc.
- Benjamin R. Handel & Kate Ho, 2021. "Industrial Organization of Health Care Markets," NBER Working Papers 29137, National Bureau of Economic Research, Inc.
- 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.
- Liran Einav & Amy Finkelstein, 2018.
"Moral Hazard in Health Insurance: What We Know and How We Know It,"
Journal of the European Economic Association, European Economic Association, vol. 16(4), pages 957-982.
- Liran Einav & Amy Finkelstein, 2017. "Moral Hazard in Health Insurance: What We Know and How We Know It," NBER Working Papers 24055, National Bureau of Economic Research, Inc.
- 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.
- Männasoo, Kadri, 2022. "Working hours and gender wage differentials: Evidence from the American Working Conditions Survey," Labour Economics, Elsevier, vol. 76(C).
- Pieroni, Luca & Salmasi, Luca, 2012. "Smoking habit changes and body weight: causal estimates from the British Household Panel Survey," MPRA Paper 43465, University Library of Munich, Germany.
- Victor Chernozhukov & Ivan Fernández-Val & Sukjin Han & Amanda Kowalski, 2019.
"Censored quantile instrumental-variable estimation with Stata,"
Stata Journal, StataCorp LP, vol. 19(4), pages 768-781, December.
- Victor Chernozhukov & Iv'n Fern'ndez-Val & Sukjin Han & Amanda E. Kowalski, 2018. "Censored Quantile Instrumental Variable Estimation with Stata," Cowles Foundation Discussion Papers 2120, Cowles Foundation for Research in Economics, Yale University.
- Victor Chernozhukov & Iv'an Fern'andez-Val & Sukjin Han & Amanda Kowalski, 2018. "Censored Quantile Instrumental Variable Estimation with Stata," Papers 1801.05305, arXiv.org, revised Sep 2019.
- Victor Chernozhukov & Iván Fernández-Val & Sukjin Han & Amanda Kowalski, 2018. "Censored Quantile Instrumental Variable Estimation with Stata," NBER Working Papers 24232, National Bureau of Economic Research, Inc.
- Amanda Kowalski, 2016.
"Doing more when you're running LATE: Applying marginal treatment effect methods to examine treatment effect heterogeneity in experiments,"
Artefactual Field Experiments
00560, The Field Experiments Website.
- Amanda E. Kowalski, 2016. "Doing More When You're Running LATE: Applying Marginal Treatment Effect Methods to Examine Treatment Effect Heterogeneity in Experiments," NBER Working Papers 22363, National Bureau of Economic Research, Inc.
- Mathias KUEPIE, 2018. "Does family size hinder family living standards? Evidence from a quasi-experiment in Madagascar," Working Paper c8bbf1c4-61ec-405f-9c2b-0, Agence française de développement.
- 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.
- 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.
- 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.
- Boes, Stefan & Gerfin, Michael, 2013. "Does Full Insurance Increase the Demand for Health Care?," IZA Discussion Papers 7689, Institute of Labor Economics (IZA).
- Stefan Boes & Michael Gerfin, 2013. "Does full insurance increase the demand for health care?," Diskussionsschriften dp1305, Universitaet Bern, Departement Volkswirtschaft.
- 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.
- Anja Sautmann & Samuel Brown & Mark Dean, 2016.
"Subsidies, Information, and the Timing of ChildrenÃs Health Care in Mali,"
Working Papers
2016-2, Brown University, Department of Economics.
- Anja Sautmann & Samuel Brown & Mark Dean, 2016. "Subsidies, Information, and the Timing of Children's Health Care in Mali," CESifo Working Paper Series 6057, CESifo.
- Brown, Sarah & Taylor, Karl, 2015.
"Charitable Behaviour and the Big Five Personality Traits: Evidence from UK Panel Data,"
IZA Discussion Papers
9318, Institute for the Study of Labor (IZA).
- Sarah Brown & Karl Taylor, 2015. "Charitable Behaviour and the Big Five Personality Traits: Evidence from UK Panel Data," Working Papers 2015017, The University of Sheffield, Department of Economics.
- Kwak, Sungil, 2011. "The Impact of Taxes on Charitable Giving: Empirical Evidence from the Korean Labor and Income Panel Study," MPRA Paper 36845, University Library of Munich, Germany.
- Chung Jen Yang & Ying Che Tsai & Joseph J. Tien, 2017. "The Impacts of Persistent Behaviour and Cost-Sharing Policy on Demand for Outpatient Visits by the Elderly: Evidence from Taiwan’s National Health Insurance," The Geneva Papers on Risk and Insurance - Issues and Practice, Palgrave Macmillan;The Geneva Association, vol. 42(1), pages 31-52, January.
- 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," CeMMAP working papers CWP20/11, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
- 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," 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.
- Alpert, Abby, 2016. "The anticipatory effects of Medicare Part D on drug utilization," Journal of Health Economics, Elsevier, vol. 49(C), pages 28-45.
- Aviva Aron-Dine & Liran Einav & Amy Finkelstein & Mark R. Cullen, 2012.
"Moral Hazard in Health Insurance: How Important Is Forward Looking Behavior?,"
NBER Working Papers
17802, National Bureau of Economic Research, Inc.
- Aviva Aron-Dine & Liran Einav & Amy Finkelstein & Mark Cullen, 2012. "Moral hazard in health insurance: How important is forward looking behavior?," Discussion Papers 11-007, Stanford Institute for Economic Policy Research.
- 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.
- Pourya Valizadeh & Shu Wen Ng, 2021. "Would A National Sugar‐Sweetened Beverage Tax in the United States Be Well Targeted?," American Journal of Agricultural Economics, John Wiley & Sons, vol. 103(3), pages 961-986, May.
- Schmillen, Achim & Umkehrer, Matthias, 2013. "The scars of youth : effects of early-career unemployment on future unemployment experience," IAB-Discussion Paper 201306, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
- Mas, Nuria & Cirera, Laia & Viñolas, Guillem, 2011. "Los sistemas de copago en Europa, Estados Unidos y Canadá: Implicaciones para el caso español," IESE Research Papers D/939, IESE Business School.
- Lin, Haizhen & Sacks, Daniel W., 2019. "Intertemporal substitution in health care demand: Evidence from the RAND Health Insurance Experiment," Journal of Public Economics, Elsevier, vol. 175(C), pages 29-43.
- Neale Mahoney, 2011. "Bankruptcy as Implicit Health Insurance," Discussion Papers 10-023, Stanford Institute for Economic Policy Research.
- Sven Neelsen & Owen O'Donnell, 2017.
"Progressive universalism? The impact of targeted coverage on health care access and expenditures in Peru,"
Health Economics, John Wiley & Sons, Ltd., vol. 26(12), pages 179-203, December.
- Sven Neelsen & Owen O’Donnell, 2016. "Progressive Universalism? The Impact of Targeted Coverage on Healthcare Access and Expenditures in Peru," Tinbergen Institute Discussion Papers 16-019/V, Tinbergen Institute.
- Marika Cabral & Mark R. Cullen, 2017. "The Effect Of Insurance Coverage On Preventive Care," Economic Inquiry, Western Economic Association International, vol. 55(3), pages 1452-1467, July.
- Hodor, Michal, 2021. "Family health spillovers: evidence from the RAND health insurance experiment," Journal of Health Economics, Elsevier, vol. 79(C).
- 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, 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, 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.
- Anderson, David M. & Hoagland, Alex & Zhu, Ed, 2024.
"Medical bill shock and imperfect moral hazard,"
Journal of Public Economics, Elsevier, vol. 236(C).
- Alex Hoagland & David M. Anderson & Ed Zhu, 2022. "Medical Bill Shock and Imperfect Moral Hazard," Papers 2211.01116, arXiv.org, revised Mar 2024.
- David Powell & Dana P. Goldman, 2014. "Moral Hazard and Adverse Selection in Private Health Insurance," Working Papers WR-1032, RAND Corporation.
- Daniel Pollmann & Thomas Dohmen & Franz Palm, 2020.
"Robust Estimation of Wage Dispersion with Censored Data: An Application to Occupational Earnings Risk and Risk Attitudes,"
De Economist, Springer, vol. 168(4), pages 519-540, December.
- Pollmann, Daniel & Dohmen, Thomas & Palm, Franz C., 2012. "Robust Estimation of Wage Dispersion with Censored Data: An Application to Occupational Earnings Risk and Risk Attitudes," IZA Discussion Papers 6447, Institute of Labor Economics (IZA).
- Daniel Pollmann & Thomas Dohmen & Franz Palm, 2013. "Robust Estimation of Wage Dispersion with Censored Data: An Application to Occupational Earnings Risk and Risk Attitudes," SOEPpapers on Multidisciplinary Panel Data Research 572, DIW Berlin, The German Socio-Economic Panel (SOEP).
- Victor Champonnois & Olivier Chanel, 2016. "How useful are (Censored) Quantile Regressions for Contingent Valuation?," Working Papers 2016.12, FAERE - French Association of Environmental and Resource Economists.
- Seoyun Hong, 2023. "Censored Quantile Regression with Many Controls," Papers 2303.02784, arXiv.org.
- Amanda E. Kowalski, 2018. "Extrapolation using Selection and Moral Hazard Heterogeneity from within the Oregon Health Insurance Experiment," Cowles Foundation Discussion Papers 2135, Cowles Foundation for Research in Economics, Yale University.
- Marika Cabral & Neale Mahoney, 2014. "Externalities and Taxation of Supplemental Insurance: A Study of Medicare and Medigap," NBER Working Papers 19787, National Bureau of Economic Research, Inc.
- Kolstad, Jonathan T. & Kowalski, Amanda E., 2012.
"The impact of health care reform on hospital and preventive care: Evidence from Massachusetts,"
Journal of Public Economics, Elsevier, vol. 96(11), pages 909-929.
- Jonathan T. Kolstad & Amanda E. Kowalski, 2010. "The Impact of Health Care Reform On Hospital and Preventive Care: Evidence from Massachusetts," NBER Working Papers 16012, National Bureau of Economic Research, Inc.
- Raúl Del Pozo-Rubio & Isabel Pardo-García & Francisco Escribano-Sotos, 2020. "Financial Catastrophism Inherent with Out-of-Pocket Payments in Long Term Care for Households: A Latent Impoverishment," IJERPH, MDPI, vol. 17(1), pages 1-19, January.
- Daniel Pollmann & Thomas Dohmen & Franz Palm, 2020. "Dispersion estimation; Earnings risk; Censoring; Quantile regression; Occupational choice; Sorting; Risk preferences; SOEP; IABS," ECONtribute Discussion Papers Series 028, University of Bonn and University of Cologne, Germany.
- Helmut Farbmacher & Joachim Winter, 2013. "Per‐Period Co‐Payments And The Demand For Health Care: Evidence From Survey And Claims Data," Health Economics, John Wiley & Sons, Ltd., vol. 22(9), pages 1111-1123, September.
- Aziz N. Berdiev & James W. Saunoris, 2023. "The case for independence: Does central bank independence curb the spread of the underground economy?," Kyklos, Wiley Blackwell, vol. 76(3), pages 407-435, August.
- 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.
- Amanda E. Kowalski, 2016. "Doing More When You're Running LATE: Applying Marginal Treatment Effect Methods to Examine Treatment Effect Heterogeneity in Experiments for the Young and Privately Insured"," Cowles Foundation Discussion Papers 2045, Cowles Foundation for Research in Economics, Yale University.
- 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.
- Broberg, Thomas & Kazukauskas, Andrius, 2014. "Inefficiencies in residential use of energy - A critical overview of literature and energy efficiency policies in EU and Sweden," CERE Working Papers 2014:7, CERE - the Center for Environmental and Resource Economics.
- Duarte, Fabian, 2012. "Price elasticity of expenditure across health care services," Journal of Health Economics, Elsevier, vol. 31(6), pages 824-841.
- Victor Chernozhukov & Iván Fernández-Val & Sukjin Han & Amanda Kowalski, 2018.
"Censored Quantile Instrumental Variable Estimation with Stata,"
NBER Working Papers
24232, National Bureau of Economic Research, Inc.
- Victor Chernozhukov & Iván Fernández-Val & Sukjin Han & Amanda E. Kowalski, 2018. "Censored Quantile Instrumental Variable Estimation with Stata," Cowles Foundation Discussion Papers 3020, Cowles Foundation for Research in Economics, Yale University.
- Victor Chernozhukov & Iv'an Fern'andez-Val & Sukjin Han & Amanda Kowalski, 2018. "Censored Quantile Instrumental Variable Estimation with Stata," Papers 1801.05305, arXiv.org.
- Ellis, Randall P. & Martins, Bruno & Zhu, Wenjia, 2017. "Health care demand elasticities by type of service," Journal of Health Economics, Elsevier, vol. 55(C), pages 232-243.
- Kiran Krishnamurthy, Chandra & Kriström, Bengt, 2013. "Determinants of the price-premium for Green Energy: Evidence from an OECD cross-section," CERE Working Papers 2013:7, CERE - the Center for Environmental and Resource Economics, revised 30 Jun 2014.
- J Doran & G Ryan, 2016. "The effectiveness of R&D and external interaction for innovation: Insights from quantile regression," Economic Issues Journal Articles, Economic Issues, vol. 21(1), pages 47-65, March.
- Helmut Farbmacher; & Joachim Winter, 2012. "Non-linear price schedules, demand for health care and response behavior," Health, Econometrics and Data Group (HEDG) Working Papers 12/15, HEDG, c/o Department of Economics, University of York.
- Pieroni, Luca & Salmasi, Luca, 2016. "The effect of smoking habit changes on body weight: Evidence from the UK," Economics & Human Biology, Elsevier, vol. 20(C), pages 1-13.