IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/27633.html
   My bibliography  Save this paper

The Drug Crisis and the Living Arrangements of Children

Author

Listed:
  • Kasey Buckles
  • William N. Evans
  • Ethan M.J. Lieber

Abstract

We examine the impact of the drug crisis that has unfolded over the last three decades in the United States on children’s living arrangements and environments. Because the current living arrangement could be a result of events that occurred at any point in a child’s life, we measure children’s exposure to the crisis with the cumulative drug-related mortality of likely parents. A potential omitted variables bias complicates the analysis, as the factors that may have led parents to abuse drugs could also have altered the living arrangements of their children. Within a 2SLS framework, we instrument for the cumulative mortality of likely parents with a child’s years of exposure to a non-triplicate prescription pad environment. Previous work by Alpert et al. (2019) demonstrates that pharmaceutical advertising was much more extensive in non-triplicate states and fostered the development of the drug crisis. Our results indicate that OLS and 2SLS estimates are nearly identical and the crisis increased both the fraction of children living away from a parent and in a household headed by a grandparent. We estimate that if drug abuse had remained at 1996 levels, 1.5 million fewer children aged 0-16 would have lived away from a parent in 2015.

Suggested Citation

  • Kasey Buckles & William N. Evans & Ethan M.J. Lieber, 2020. "The Drug Crisis and the Living Arrangements of Children," NBER Working Papers 27633, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:27633
    Note: CH EH
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w27633.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Janet Currie & Jonas Jin & Molly Schnell, 2019. "US Employment and Opioids: Is There a Connection?☆," Research in Labor Economics, in: Health and Labor Markets, volume 47, pages 253-280, Emerald Group Publishing Limited.
    2. Anne Case & Angus Deaton, 2017. "Mortality and Morbidity in the 21st Century," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 48(1 (Spring), pages 397-476.
    3. Corredor-Waldron, Adriana & Currie, Janet, 2022. "“Tackling the Substance Use Disorder Crisis: The Role of Access to Treatment Facilities”," Journal of Health Economics, Elsevier, vol. 81(C).
    4. David S. Lyle, 2006. "Using Military Deployments and Job Assignments to Estimate the Effect of Parental Absences and Household Relocations on Children's Academic Achievement," Journal of Labor Economics, University of Chicago Press, vol. 24(2), pages 319-350, April.
    5. Dhaval Dave & Monica Deza & Brady Horn, 2021. "Prescription drug monitoring programs, opioid abuse, and crime," Southern Economic Journal, John Wiley & Sons, vol. 87(3), pages 808-848, January.
    6. Marianne P. Bitler & Jonah B. Gelbach & Hilary W. Hoynes, 2006. "Welfare Reform and Children's Living Arrangements," Journal of Human Resources, University of Wisconsin Press, vol. 41(1).
    7. William N. Evans & Ethan M. J. Lieber & Patrick Power, 2019. "How the Reformulation of OxyContin Ignited the Heroin Epidemic," The Review of Economics and Statistics, MIT Press, vol. 101(1), pages 1-15, March.
    8. Justin R. Pierce & Peter K. Schott, 2020. "Trade Liberalization and Mortality: Evidence from US Counties," American Economic Review: Insights, American Economic Association, vol. 2(1), pages 47-64, March.
    9. Hollingsworth, Alex & Ruhm, Christopher J. & Simon, Kosali, 2017. "Macroeconomic conditions and opioid abuse," Journal of Health Economics, Elsevier, vol. 56(C), pages 222-233.
    10. Matthew C. Harris & Lawrence M. Kessler & Matthew N. Murray & Beth Glenn, 2020. "Prescription Opioids and Labor Market Pains: The Effect of Schedule II Opioids on Labor Force Participation and Unemployment," Journal of Human Resources, University of Wisconsin Press, vol. 55(4), pages 1319-1364.
    11. Mary F. Evans & Matthew C. Harris & Lawrence M. Kessler, 2022. "The Hazards of Unwinding the Prescription Opioid Epidemic: Implications for Child Maltreatment," American Economic Journal: Economic Policy, American Economic Association, vol. 14(4), pages 192-231, November.
    12. Thomas C. Buchmueller & Colleen Carey, 2018. "The Effect of Prescription Drug Monitoring Programs on Opioid Utilization in Medicare," American Economic Journal: Economic Policy, American Economic Association, vol. 10(1), pages 77-112, February.
    13. Joseph J. Doyle Jr., 2007. "Child Protection and Child Outcomes: Measuring the Effects of Foster Care," American Economic Review, American Economic Association, vol. 97(5), pages 1583-1610, December.
    14. Samuel Norris & Matthew Pecenco & Jeffrey Weaver, 2021. "The Effects of Parental and Sibling Incarceration: Evidence from Ohio," American Economic Review, American Economic Association, vol. 111(9), pages 2926-2963, September.
    15. Swensen, Isaac D., 2015. "Substance-abuse treatment and mortality," Journal of Public Economics, Elsevier, vol. 122(C), pages 13-30.
    16. Abby Alpert & David Powell & Rosalie Liccardo Pacula, 2018. "Supply-Side Drug Policy in the Presence of Substitutes: Evidence from the Introduction of Abuse-Deterrent Opioids," American Economic Journal: Economic Policy, American Economic Association, vol. 10(4), pages 1-35, November.
    17. Kim, Bokyung, 2021. "Must-access prescription drug monitoring programs and the opioid overdose epidemic: The unintended consequences," Journal of Health Economics, Elsevier, vol. 75(C).
    18. Carpenter, Christopher S. & McClellan, Chandler B. & Rees, Daniel I., 2017. "Economic conditions, illicit drug use, and substance use disorders in the United States," Journal of Health Economics, Elsevier, vol. 52(C), pages 63-73.
    19. Bullinger, Lindsey Rose & Wing, Coady, 2019. "How many children live with adults with opioid use disorder?," Children and Youth Services Review, Elsevier, vol. 104(C), pages 1-1.
    20. Abby Alpert & William N Evans & Ethan M J Lieber & David Powell, 2022. "Origins of the Opioid Crisis and its Enduring Impacts [Synthetic Control Methods for Comparative Case Studies: Estimating the Effect of California's Tobacco Control Program]," The Quarterly Journal of Economics, Oxford University Press, vol. 137(2), pages 1139-1179.
    21. Jennifer L. Doleac & Anita Mukherjee, 2022. "The Effects of Naloxone Access Laws on Opioid Abuse, Mortality, and Crime," Journal of Law and Economics, University of Chicago Press, vol. 65(2), pages 211-238.
    22. repec:eme:rlec11:s0147-912120190000047009 is not listed on IDEAS
    23. Joseph J. Doyle Jr., 2008. "Child Protection and Adult Crime: Using Investigator Assignment to Estimate Causal Effects of Foster Care," Journal of Political Economy, University of Chicago Press, vol. 116(4), pages 746-770, August.
    24. Dow, William H. & Godøy, Anna & Lowenstein, Christopher & Reich, Michael, 2020. "Can Labor Market Policies Reduce Deaths of Despair?," Journal of Health Economics, Elsevier, vol. 74(C).
    25. Jessamyn Schaller, 2013. "For richer, if not for poorer? Marriage and divorce over the business cycle," Journal of Population Economics, Springer;European Society for Population Economics, vol. 26(3), pages 1007-1033, July.
    26. Anne Case & Angua Deaton, 2015. "Rising morbidity and mortality in midlife among white non-Hispanic Americans in the 21st century," Working Papers 15078.full.pdf, Princeton University, Woodrow Wilson School of Public and International Affairs, Research Program in Development Studies..
    27. Ruhm, Christopher J., 2019. "Drivers of the fatal drug epidemic," Journal of Health Economics, Elsevier, vol. 64(C), pages 25-42.
    28. Jonathan Gruber, 2004. "Is Making Divorce Easier Bad for Children? The Long-Run Implications of Unilateral Divorce," Journal of Labor Economics, University of Chicago Press, vol. 22(4), pages 799-834, October.
    29. Stacey H. Chen & Yen-Chien Chen & Jin-Tan Liu, 2009. "The Impact of Unexpected Maternal Death on Education: First Evidence from Three National Administrative Data Links," American Economic Review, American Economic Association, vol. 99(2), pages 149-153, May.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Cohle, Zachary & Ortega, Alberto, 2023. "The effect of the opioid crisis on patenting," Journal of Economic Behavior & Organization, Elsevier, vol. 214(C), pages 493-521.
    2. Kristin F. Butcher & Lucie Schmidt & Lara Shore‐Sheppard & Tara Watson, 2023. "Living with children and food insecurity in seniors," Applied Economic Perspectives and Policy, John Wiley & Sons, vol. 45(1), pages 234-261, March.
    3. Robert Bifulco & Iuliia Shybalkina, 2022. "Fiscal Impacts of the Opioid Crisis on State and Local Governments," The ANNALS of the American Academy of Political and Social Science, , vol. 703(1), pages 324-349, September.
    4. Kaestner, Robert & Ziedan, Engy, 2023. "Effects of prescription opioids on employment, earnings, marriage, disability and mortality: Evidence from state opioid control policies," Labour Economics, Elsevier, vol. 82(C).
    5. Carolina Arteaga Cabrales & Victoria Barone, 2021. "The Opioid Epidemic: Causes and Consequences," Working Papers tecipa-698, University of Toronto, Department of Economics.
    6. Cotti, Chad D. & Gordanier, John M. & Ozturk, Orgul D., 2020. "The relationship of opioid prescriptions and the educational performance of children," Social Science & Medicine, Elsevier, vol. 265(C).
    7. Sim, Yongbo, 2023. "The effect of opioids on crime: Evidence from the introduction of OxyContin," International Review of Law and Economics, Elsevier, vol. 74(C).
    8. Jessica Pac & Christine Durrance & Lawrence Berger & Deborah B. Ehrenthal, 2022. "The Effects of Opioid Use during Pregnancy on Infant Health and Well-Being," The ANNALS of the American Academy of Political and Social Science, , vol. 703(1), pages 106-138, September.
    9. Grimon, Marie-Pascale, 2023. "Effects of the Child Protection System on Parents," Working Paper Series 2/2023, Stockholm University, Swedish Institute for Social Research, revised 16 Apr 2024.
    10. Lindsey Rose Bullinger & Vivian Wang & Kenneth A. Feder, 2022. "Effects of Opioid Treatment Programs on Child Well-Being," The ANNALS of the American Academy of Political and Social Science, , vol. 703(1), pages 79-105, 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.
    1. Janet Currie & Hannes Schwandt, 2020. "The Opioid Epidemic Was Not Primarily Caused by Economic Distress But by Other Factors that Can be More Readily Addressed," Working Papers 2020-25, Princeton University. Economics Department..
    2. Cotti, Chad D. & Gordanier, John M. & Ozturk, Orgul D., 2020. "The relationship of opioid prescriptions and the educational performance of children," Social Science & Medicine, Elsevier, vol. 265(C).
    3. Cohle, Zachary & Ortega, Alberto, 2023. "The effect of the opioid crisis on patenting," Journal of Economic Behavior & Organization, Elsevier, vol. 214(C), pages 493-521.
    4. Janet Currie & Hannes Schwandt, 2021. "The Opioid Epidemic Was Not Caused by Economic Distress but by Factors That Could Be More Rapidly Addressed," The ANNALS of the American Academy of Political and Social Science, , vol. 695(1), pages 276-291, May.
    5. Aliprantis, Dionissi & Fee, Kyle & Schweitzer, Mark E., 2023. "Opioids and the labor market," Labour Economics, Elsevier, vol. 85(C).
    6. Ruhm, Christopher J., 2019. "Drivers of the fatal drug epidemic," Journal of Health Economics, Elsevier, vol. 64(C), pages 25-42.
    7. David Cho & Daniel I. García & Joshua Montes & Alison E. Weingarden, 2021. "Labor Market Effects of the Oxycodone-Heroin Epidemic," Finance and Economics Discussion Series 2021-025, Board of Governors of the Federal Reserve System (U.S.).
    8. Sumedha Gupta & Morhaf Al Achkar & Bradley Ray, 2022. "Are prescription drug monitoring laws effective for all? Evidence from administrative data," Contemporary Economic Policy, Western Economic Association International, vol. 40(1), pages 28-47, January.
    9. Johanna Catherine Maclean & Justine Mallatt & Christopher J. Ruhm & Kosali Simon, 2022. "The Opioid Crisis, Health, Healthcare, and Crime: A Review of Quasi-Experimental Economic Studies," The ANNALS of the American Academy of Political and Social Science, , vol. 703(1), pages 15-49, September.
    10. Boslett, Andrew & Hill, Elaine, 2022. "Mortality during resource booms and busts," Journal of Environmental Economics and Management, Elsevier, vol. 115(C).
    11. Daniele, Gianmarco & Le Moglie, Marco & Masera, Federico, 2023. "Pains, guns and moves: The effect of the U.S. opioid epidemic on Mexican migration," Journal of Development Economics, Elsevier, vol. 160(C).
    12. Christopher J. Ruhm, 2018. "Deaths of Despair or Drug Problems?," NBER Working Papers 24188, National Bureau of Economic Research, Inc.
    13. Deiana Claudio & Giua Ludovica, 2021. "The Intended and Unintended Effects of Opioid Policies on Prescription Opioids and Crime," The B.E. Journal of Economic Analysis & Policy, De Gruyter, vol. 21(2), pages 751-792, April.
    14. Chowdhury, Sulin, 2023. "Prescription Limiting Laws Effects on Opioid Misuse in the United States," 2023 Annual Meeting, July 23-25, Washington D.C. 335457, Agricultural and Applied Economics Association.
    15. Deiana, Claudio & Giua, Ludovica & Nistico, Roberto, 2019. "The Economics behind the Epidemic: Afghan Opium Price and Prescription Opioids in the US," IZA Discussion Papers 12872, Institute of Labor Economics (IZA).
    16. Deiana, Claudio & Giua, Ludovica, 2018. "The US Opidemic: Prescription Opioids, Labour Market Conditions and Crime," MPRA Paper 85712, University Library of Munich, Germany.
    17. Sim, Yongbo, 2023. "The effect of opioids on crime: Evidence from the introduction of OxyContin," International Review of Law and Economics, Elsevier, vol. 74(C).
    18. Powell, David & Pacula, Rosalie Liccardo & Taylor, Erin, 2020. "How increasing medical access to opioids contributes to the opioid epidemic: Evidence from Medicare Part D," Journal of Health Economics, Elsevier, vol. 71(C).
    19. David Beheshti, 2019. "Adverse health effects of abuse‐deterrent opioids: Evidence from the reformulation of OxyContin," Health Economics, John Wiley & Sons, Ltd., vol. 28(12), pages 1449-1461, December.
    20. Carolina Arteaga Cabrales & Victoria Barone, 2021. "The Opioid Epidemic: Causes and Consequences," Working Papers tecipa-698, University of Toronto, Department of Economics.

    More about this item

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • J12 - Labor and Demographic Economics - - Demographic Economics - - - Marriage; Marital Dissolution; Family Structure

    NEP fields

    This paper has been announced in the following NEP Reports:

    Statistics

    Access and download statistics

    Corrections

    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:27633. 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.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.