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Targeting with In-kind Transfers: Evidence from Medicaid Home Care

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  • Ethan M.J. Lieber
  • Lee M. Lockwood

Abstract

Making a transfer in kind reduces its value to recipients but can improve targeting. We develop an approach to quantifying this tradeoff and apply it to home care. Using randomized experiments by Medicaid, we find that in-kind provision significantly reduces the value of the transfer to recipients while targeting a small fraction of the eligible population that is sicker and has fewer informal caregivers than the average eligible. Under a wide range of assumptions within a standard model, the targeting benefit exceeds the distortion cost. This highlights an important cost of recent reforms toward more flexible benefits.

Suggested Citation

  • 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.
  • Handle: RePEc:nbr:nberwo:24267
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    1. Bruce, Neil & Waldman, Michael, 1991. "Transfers in Kind: Why They Can Be Efficient and Nonpaternalistic," American Economic Review, American Economic Association, vol. 81(5), pages 1345-1351, December.
    2. Nichols, Albert L & Zeckhauser, Richard J, 1982. "Targeting Transfers through Restrictions on Recipients," American Economic Review, American Economic Association, vol. 72(2), pages 372-377, May.
    3. Mariacristina De Nardi & Eric French & John B. Jones, 2010. "Why Do the Elderly Save? The Role of Medical Expenses," Journal of Political Economy, University of Chicago Press, vol. 118(1), pages 39-75, February.
    4. Jeffrey R. Brown & Amy Finkelstein, 2008. "The Interaction of Public and Private Insurance: Medicaid and the Long-Term Care Insurance Market," American Economic Review, American Economic Association, vol. 98(3), pages 1083-1102, June.
    5. Daniel Barczyk & Matthias Kredler, 2018. "Evaluating Long-Term-Care Policy Options, Taking the Family Seriously," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 85(2), pages 766-809.
    6. Amy Finkelstein & Erzo F. P. Luttmer & Matthew J. Notowidigdo, 2013. "What Good Is Wealth Without Health? The Effect Of Health On The Marginal Utility Of Consumption," Journal of the European Economic Association, European Economic Association, vol. 11, pages 221-258, January.
    7. Amy Finkelstein & Matthew J Notowidigdo, 2019. "Take-Up and Targeting: Experimental Evidence from SNAP," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 134(3), pages 1505-1556.
    8. repec:mpr:mprres:5236 is not listed on IDEAS
    9. Jeffrey R. Brown & Amy Finkelstein, 2007. "Why Is the Market or Long-term Care Insurance So Small?," NBER Chapters, in: Public Policy and Retirement, Trans-Atlantic Public Economics Seminar (TAPES), pages 1967-1991, National Bureau of Economic Research, Inc.
    10. Hilary W. Hoynes & Diane Whitmore Schanzenbach, 2009. "Consumption Responses to In-Kind Transfers: Evidence from the Introduction of the Food Stamp Program," American Economic Journal: Applied Economics, American Economic Association, vol. 1(4), pages 109-139, October.
    11. Leora Friedberg & Wenliang Hao & Wei Sun & Anthony Webb & Zhenyu Li, 2014. "New Evidence on the Risk of Requiring Long-Term Care," Working Papers, Center for Retirement Research at Boston College wp2014-12, Center for Retirement Research.
    12. Jeffrey R. Brown & Amy Finkelstein, 2011. "Insuring Long-Term Care in the United States," Journal of Economic Perspectives, American Economic Association, vol. 25(4), pages 119-142, Fall.
    13. Jesse M Cunha & Giacomo De Giorgi & Seema Jayachandran, 2019. "The Price Effects of Cash Versus In-Kind Transfers," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 86(1), pages 240-281.
    14. James H. Stock & Motohiro Yogo, 2002. "Testing for Weak Instruments in Linear IV Regression," NBER Technical Working Papers 0284, National Bureau of Economic Research, Inc.
    15. N. Gregory Mankiw & Matthew Weinzierl, 2010. "The Optimal Taxation of Height: A Case Study of Utilitarian Income Redistribution," American Economic Journal: Economic Policy, American Economic Association, vol. 2(1), pages 155-176, February.
    16. John Ameriks & Andrew Caplin & Steven Laufer & Stijn Van Nieuwerburgh, 2011. "The Joy of Giving or Assisted Living? Using Strategic Surveys to Separate Public Care Aversion from Bequest Motives," Journal of Finance, American Finance Association, vol. 66(2), pages 519-561, April.
    17. Munro, Alistair, 1992. "Self-Selection and Optimal In-Sind Transfers," Economic Journal, Royal Economic Society, vol. 102(414), pages 1184-1196, September.
    18. Janet Currie & Firouz Gahvari, 2008. "Transfers in Cash and In-Kind: Theory Meets the Data," Journal of Economic Literature, American Economic Association, vol. 46(2), pages 333-383, June.
    19. 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.
    20. Evans, William N & Viscusi, W Kip, 1991. "Estimation of State-Dependent Utility Functions Using Survey Data," The Review of Economics and Statistics, MIT Press, vol. 73(1), pages 94-104, February.
    21. Viscusi, W Kip & Evans, William N, 1990. "Utility Functions That Depend on Health Status: Estimates and Economic Implications," American Economic Review, American Economic Association, vol. 80(3), pages 353-374, June.
    22. repec:mpr:mprres:5583 is not listed on IDEAS
    23. Henrik Jacobsen Kleven & Wojciech Kopczuk, 2011. "Transfer Program Complexity and the Take-Up of Social Benefits," American Economic Journal: Economic Policy, American Economic Association, vol. 3(1), pages 54-90, February.
    24. Susan Ettner, 1995. "The impact of “parent care” on female labor supply decisions," Demography, Springer;Population Association of America (PAA), vol. 32(1), pages 63-80, February.
    25. repec:mpr:mprres:3503 is not listed on IDEAS
    26. Grabowski, David C. & Gruber, Jonathan, 2007. "Moral hazard in nursing home use," Journal of Health Economics, Elsevier, vol. 26(3), pages 560-577, May.
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    3. de Bresser, Jochem & Knoef, Marike & van Ooijen, Raun, 2022. "Preferences for in-kind and in-cash home care insurance," Journal of Health Economics, Elsevier, vol. 84(C).
    4. Abhijit Banerjee & Rema Hanna & Benjamin A Olken & Elan Satriawan & Sudarno Sumarto, "undated". "Food vs. Food Stamps: Evidence from an At-Scale Experiment in Indonesia," Working Papers 2373, Publications Department.
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    9. Takanori Ida & Takunori Ishihara & Koichiro Ito & Daido Kido & Toru Kitagawa & Shosei Sakaguchi & Shusaku Sasaki, 2022. "Choosing Who Chooses: Selection-Driven Targeting in Energy Rebate Programs," NBER Working Papers 30469, National Bureau of Economic Research, Inc.
    10. Lucie Gadenne & Samuel Norris & Monica Singhal & Sandip Sukhtankar, 2024. "In-Kind Transfers as Insurance," American Economic Review, American Economic Association, vol. 114(9), pages 2861-2897, September.
    11. Rema Hanna & Benjamin A Olken & Elan Satriawan & Sudarno Sumarto & Abhijit Banerjee, "undated". "Pangan versus Kupon Makanan: Bukti dari Eksperimen Berskala Besar di Indonesia," Working Papers 3537, Publications Department.
    12. Christian P R Schmid & Nicolas Schreiner & Alois Stutzer, 2022. "Transfer Payment Systems and Financial Distress: Insights from Health Insurance Premium Subsidies," Journal of the European Economic Association, European Economic Association, vol. 20(5), pages 1829-1858.
    13. Christensen, Peter & Francisco, Paul & Myers, Erica & Shao, Hansen & Souza, Mateus, 2024. "Energy efficiency can deliver for climate policy: Evidence from machine learning-based targeting," Journal of Public Economics, Elsevier, vol. 234(C).
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    16. Svetlana Pashchenko & Ponpoje Porapakkarm, 2019. "Reducing Medical Spending of the Publicly Insured: The Case for a Cash-out Option," American Economic Journal: Economic Policy, American Economic Association, vol. 11(3), pages 390-426, August.
    17. Takanori Ida & Takunori Ishihara & Koichiro Ito & Daido Kido & Toru Kitagawa & Shosei Sakaguchi & Shusaku Sasaki, 2021. "Paternalism, Autonomy, or Both? Experimental Evidence from Energy Saving Programs," Papers 2112.09850, arXiv.org.
    18. Shang Wu & Hazel Bateman & Ralph Stevens & Susan Thorp, 2022. "Flexible insurance for long‐term care: A study of stated preferences," Journal of Risk & Insurance, The American Risk and Insurance Association, vol. 89(3), pages 823-858, September.
    19. de Bresser, Jochem & Knoef, Marike & van Ooijen, Raun, 2021. "Preferences for In-Kind and In-Cash Home Care Insurance," Discussion Paper 2021-033, Tilburg University, Center for Economic Research.
    20. de Bresser, Jochem & Knoef, Marike & van Ooijen, Raun, 2021. "Preferences for In-Kind and In-Cash Home Care Insurance," Other publications TiSEM fca83bd4-09cc-4072-81c6-0, Tilburg University, School of Economics and Management.
    21. Maria Polyakova & Stephen P. Ryan, 2019. "Subsidy Targeting with Market Power," NBER Working Papers 26367, National Bureau of Economic Research, Inc.
    22. Diego Jimenez-Hernandez & Enrique Seira, 2022. "Should the government sell you goods? Evidence from the milk market in Mexico," Working Paper Series WP 2023-19, Federal Reserve Bank of Chicago.
    23. Latha Thimmappa & Ashrita Saran & Sonia R. B. D'Souza & Binil V., 2021. "PROTOCOL: The effectiveness of social protection interventions in low‐ and middle‐income countries: An evidence and gap map," Campbell Systematic Reviews, John Wiley & Sons, vol. 17(3), September.
    24. Arapakis, K. & French, E. & Jones, J. & McCauley, J., 2022. "How should we fund end-of-life care in the USA?," Cambridge Working Papers in Economics 2249, Faculty of Economics, University of Cambridge.

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    More about this item

    JEL classification:

    • H21 - Public Economics - - Taxation, Subsidies, and Revenue - - - Efficiency; Optimal Taxation
    • H51 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Health
    • I13 - Health, Education, and Welfare - - Health - - - Health Insurance, Public and Private
    • I38 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - Government Programs; Provision and Effects of Welfare Programs

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