How does undervaluation in medical savings accounts (MSAs) affect healthcare utilization? Evidence from administrative data in China
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DOI: 10.1016/j.jhealeco.2024.102946
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- Bond, Michael T. & Knapp, Deborah Erdos, 2001. "The financial impact of medical savings account plans," Business Horizons, Elsevier, vol. 44(1), pages 77-83.
- 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.
- 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.
- Chandra, Amitabh & Gruber, Jonathan & McKnight, Robin, 2014. "The impact of patient cost-sharing on low-income populations: Evidence from Massachusetts," Journal of Health Economics, Elsevier, vol. 33(C), pages 57-66.
- Justine Hastings & Jesse M. Shapiro, 2018.
"How Are SNAP Benefits Spent? Evidence from a Retail Panel,"
American Economic Review, American Economic Association, vol. 108(12), pages 3493-3540, December.
- Justine S. Hastings & Jesse M. Shapiro, 2017. "How Are SNAP Benefits Spent? Evidence from a Retail Panel," NBER Working Papers 23112, National Bureau of Economic Research, Inc.
- Kaestner, Robert & Sasso, Anthony T. Lo, 2015.
"Does seeing the doctor more often keep you out of the hospital?,"
Journal of Health Economics, Elsevier, vol. 39(C), pages 259-272.
- Robert Kaestner & Anthony T. Lo Sasso, 2012. "Does Seeing the Doctor More Often Keep You Out of the Hospital?," NBER Working Papers 18255, National Bureau of Economic Research, Inc.
- Hitoshi Shigeoka, 2014.
"The Effect of Patient Cost Sharing on Utilization, Health, and Risk Protection,"
American Economic Review, American Economic Association, vol. 104(7), pages 2152-2184, July.
- Hitoshi Shigeoka, 2013. "The Effect of Patient Cost Sharing on Utilization, Health, and Risk Protection," NBER Working Papers 19726, 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.
- Amy Finkelstein & Sarah Taubman & Bill Wright & Mira Bernstein & Jonathan Gruber & Joseph P. Newhouse & Heidi Allen & Katherine Baicker, 2012.
"The Oregon Health Insurance Experiment: Evidence from the First Year,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1057-1106.
- Amy Finkelstein & Sarah Taubman & Bill Wright & Mira Bernstein & Jonathan Gruber & Joseph P. Newhouse & Heidi Allen & Katherine Baicker & The Oregon Health Study Group, 2011. "The Oregon Health Insurance Experiment: Evidence from the First Year," NBER Working Papers 17190, National Bureau of Economic Research, Inc.
- Finkelstein, Amy, et al., 2011. "The Oregon Health Insurance Experiment: Evidence from the First Year," Working Paper Series rwp11-040, Harvard University, John F. Kennedy School of Government.
- Maoyong Fan & Zhen Lei & Gordon Liu, 2016. "Discounting of Medical Savings Accounts," American Journal of Health Economics, MIT Press, vol. 2(2), pages 161-183, Spring.
- Klein, Tobias J. & Salm, Martin & Upadhyay, Suraj, 2022.
"The response to dynamic incentives in insurance contracts with a deductible: Evidence from a differences-in-regression-discontinuities design,"
Journal of Public Economics, Elsevier, vol. 210(C).
- Klein, Tobias J. & Salm, Martin & Upadhyay, Suraj, 2020. "The Response to Dynamic Incentives in Insurance Contracts with a Deductible: Evidence from a Differences-in-Regression-Discontinuities Design," IZA Discussion Papers 13108, Institute of Labor Economics (IZA).
- Feng Huang & Li Gan`, 2017.
"The Impacts of China's Urban Employee Basic Medical Insurance on Healthcare Expenditures and Health Outcomes,"
Health Economics, John Wiley & Sons, Ltd., vol. 26(2), pages 149-163, February.
- Feng Huang & Li Gan, 2015. "Impact of China's Urban Employee Basic Medical Insurance on Health Care Expenditure and Health Outcomes," NBER Working Papers 20873, National Bureau of Economic Research, Inc.
- Zhang, Hui & Yuen, Peter P., 2016. "Medical Savings Account balance and outpatient utilization: Evidence from Guangzhou, China," Social Science & Medicine, Elsevier, vol. 151(C), pages 1-10.
- Jesse M. Cunha, 2014. "Testing Paternalism: Cash versus In-Kind Transfers," American Economic Journal: Applied Economics, American Economic Association, vol. 6(2), pages 195-230, April.
- Tagliati, Federico, 2022.
"Welfare effects of an in-kind transfer program: Evidence from Mexico,"
Journal of Development Economics, Elsevier, vol. 154(C).
- Federico Tagliati, 2018. "Welfare effects of an in-kind transfer program: evidence from Mexico," Working Papers 1850, Banco de España.
- Raj Chetty, 2008.
"Moral Hazard versus Liquidity and Optimal Unemployment Insurance,"
Journal of Political Economy, University of Chicago Press, vol. 116(2), pages 173-234, April.
- Chetty, Raj, 2008. "Moral Hazard versus Liquidity and Optimal Unemployment Insurance," Scholarly Articles 9751256, Harvard University Department of Economics.
- Amitabh Chandra & Jonathan Gruber & Robin McKnight, 2010.
"Patient Cost-Sharing and Hospitalization Offsets in the Elderly,"
American Economic Review, American Economic Association, vol. 100(1), pages 193-213, March.
- Chandra, Amitabh & Gruber, Jonathan & McKnight, Robin, 2009. "Patient Cost-Sharing and Hospitalization Offsets in the Elderly," Scholarly Articles 8058412, Harvard Kennedy School of Government.
- Xiaoyan Lei & Wanchuan Lin, 2009. "The New Cooperative Medical Scheme in rural China: does more coverage mean more service and better health?," Health Economics, John Wiley & Sons, Ltd., vol. 18(S2), pages 25-46, July.
- Kirill Borusyak & Xavier Jaravel & Jann Spiess, 2024.
"Revisiting Event-Study Designs: Robust and Efficient Estimation,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 91(6), pages 3253-3285.
- Kirill Borusyak & Xavier Jaravel & Jann Spiess, 2021. "Revisiting Event Study Designs: Robust and Efficient Estimation," Papers 2108.12419, arXiv.org, revised Jan 2024.
- Borusyak, Kirill & Jaravel, Xavier & Spiess, Jann, 2024. "Revisiting event-study designs: robust and efficient estimation," LSE Research Online Documents on Economics 123781, London School of Economics and Political Science, LSE Library.
- Borusyak, Kirill & Jaravel, Xavier & Spiess, Jann, 2022. "Revisiting Event Study Designs: Robust and Efficient Estimation," CEPR Discussion Papers 17247, C.E.P.R. Discussion Papers.
- Christina M Dalton & Gautam Gowrisankaran & Robert J Town, 2020.
"Salience, Myopia, and Complex Dynamic Incentives: Evidence from Medicare Part D,"
The Review of Economic Studies, Review of Economic Studies Ltd, vol. 87(2), pages 822-869.
- Christina M. Dalton & Gautam Gowrisankaran & Robert Town, 2015. "Salience, Myopia, and Complex Dynamic Incentives: Evidence from Medicare Part D," NBER Working Papers 21104, National Bureau of Economic Research, Inc.
- Ethan M. J. Lieber & Lee M. Lockwood, 2019.
"Targeting with In-Kind Transfers: Evidence from Medicaid Home Care,"
American Economic Review, American Economic Association, vol. 109(4), pages 1461-1485, April.
- Ethan M.J. Lieber & Lee M. Lockwood, 2013. "Costs and Benefits of In-Kind Transfers: The Case of Medicaid Home Care Benefits," Working Papers wp294, University of Michigan, Michigan Retirement Research Center.
- Ethan M.J. Lieber & Lee M. Lockwood, 2017. "Targeting with In-kind Transfers: Evidence from Medicaid Home Care," Working Papers wp359, University of Michigan, Michigan Retirement Research Center.
- Ethan M.J. Lieber & Lee M. Lockwood, 2018. "Targeting with In-kind Transfers: Evidence from Medicaid Home Care," NBER Working Papers 24267, National Bureau of Economic Research, Inc.
- Kolsrud, Jonas & Landais, Camille & Spinnewijn, Johannes, 2020.
"The value of registry data for consumption analysis: An application to health shocks,"
Journal of Public Economics, Elsevier, vol. 189(C).
- Kolsrud, Jonas & Landais, Camille & Spinnewijn, Johannes, 2019. "The value of registry data for consumption analysis: an application to health shocks," LSE Research Online Documents on Economics 102365, London School of Economics and Political Science, LSE Library.
- Rabideau, Brendan & Eisenberg, Matthew D. & Reid, Rachel & Sood, Neeraj, 2021. "Effects of employer-offered high-deductible plans on low-value spending in the privately insured population," Journal of Health Economics, Elsevier, vol. 76(C).
- 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.
- Russell Cooper & Guozhong Zhu, 2017. "Household Finance in China," NBER Working Papers 23741, National Bureau of Economic Research, Inc.
- Carlos Dobkin & Amy Finkelstein & Raymond Kluender & Matthew J. Notowidigdo, 2018.
"The Economic Consequences of Hospital Admissions,"
American Economic Review, American Economic Association, vol. 108(2), pages 308-352, February.
- Carlos Dobkin & Amy Finkelstein & Raymond Kluender & Matthew J. Notowidigdo, 2016. "The Economic Consequences of Hospital Admissions," NBER Working Papers 22288, National Bureau of Economic Research, Inc.
- Dobkin, Carlos & Finkelstein, Amy & Kluender, Raymond & Notowidigdo, Matthew J, 2018. "The Economic Consequences of Hospital Admissions," Santa Cruz Department of Economics, Working Paper Series qt3m71z8vr, Department of Economics, UC Santa Cruz.
- Diane Whitmore, 2002. "What Are Food Stamps Worth?," Working Papers 847, Princeton University, Department of Economics, Industrial Relations Section..
- Tal Gross & Matthew J. Notowidigdo & Jialan Wang, 2020.
"The Marginal Propensity to Consume over the Business Cycle,"
American Economic Journal: Macroeconomics, American Economic Association, vol. 12(2), pages 351-384, April.
- Tal Gross & Matthew J. Notowidigdo & Jialan Wang, 2016. "The Marginal Propensity to Consume Over the Business Cycle," NBER Working Papers 22518, National Bureau of Economic Research, Inc.
- Feng, Jin & Song, Hong & Wang, Zhen, 2020. "The elderly's response to a patient cost-sharing policy in health insurance: Evidence from China," Journal of Economic Behavior & Organization, Elsevier, vol. 169(C), pages 189-207.
- Raj Chetty, 2008.
"Moral Hazard versus Liquidity and Optimal Unemployment Insurance,"
Journal of Political Economy, University of Chicago Press, vol. 116(2), pages 173-234, April.
- Raj Chetty, 2008. "Erratum: Moral Hazard versus Liquidity and Optimal Unemployment Insurance," Journal of Political Economy, University of Chicago Press, vol. 116(6), pages 1197-1197, December.
- Adam Leive, 2022. "Health Insurance Design Meets Saving Incentives: Consumer Responses to Complex Contracts," American Economic Journal: Applied Economics, American Economic Association, vol. 14(2), pages 200-227, April.
- Kaufmann, Cornel & Schmid, Christian & Boes, Stefan, 2017. "Health insurance subsidies and deductible choice: Evidence from regional variation in subsidy schemes," Journal of Health Economics, Elsevier, vol. 55(C), pages 262-273.
- Maoyong Fan & Zhen Lei & Gordon Liu, 2016. "Discounting of Medical Savings Accounts," American Journal of Health Economics, University of Chicago Press, vol. 2(2), pages 161-183, Spring.
- George-Marios Angeletos & David Laibson & Andrea Repetto & Jeremy Tobacman & Stephen Weinberg, 2001. "The Hyberbolic Consumption Model: Calibration, Simulation, and Empirical Evaluation," Journal of Economic Perspectives, American Economic Association, vol. 15(3), pages 47-68, Summer.
- Fukushima, Kazuya & Mizuoka, Sou & Yamamoto, Shunsuke & Iizuka, Toshiaki, 2016. "Patient cost sharing and medical expenditures for the Elderly," Journal of Health Economics, Elsevier, vol. 45(C), pages 115-130.
- Katherine Baicker & Sendhil Mullainathan & Joshua Schwartzstein, 2015.
"Behavioral Hazard in Health Insurance,"
The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 130(4), pages 1623-1667.
- Katherine Baicker & Sendhil Mullainathan & Joshua Schwartzstein, 2012. "Behavioral Hazard in Health Insurance," NBER Working Papers 18468, National Bureau of Economic Research, Inc.
- Liu, Gordon G. & Zhao, Zhongyun & Cai, Renhua & Yamada, Tetsuji & Yamada, Tadashi, 2002. "Equity in health care access to: assessing the urban health insurance reform in China," Social Science & Medicine, Elsevier, vol. 55(10), pages 1779-1794, November.
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More about this item
Keywords
Medical savings accounts; Undervaluation; Perceived price; Health insurance;All these keywords.
JEL classification:
- D03 - Microeconomics - - General - - - Behavioral Microeconomics: Underlying Principles
- G28 - Financial Economics - - Financial Institutions and Services - - - Government Policy and Regulation
- I11 - Health, Education, and Welfare - - Health - - - Analysis of Health Care Markets
- I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
- I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
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