IDEAS home Printed from https://ideas.repec.org/p/nbr/nberwo/30795.html
   My bibliography  Save this paper

In-Person Schooling and Youth Suicide: Evidence from School Calendars and Pandemic School Closures

Author

Listed:
  • Benjamin Hansen
  • Joseph J. Sabia
  • Jessamyn Schaller

Abstract

This study explores the effect of in-person schooling on youth suicide. We document three key findings. First, using data from the National Vital Statistics System from 1990-2019, we document the historical association between teen suicides and the school calendar. We show that suicides among 12-to-18-year-olds are highest during months of the school year and lowest during summer months (June through August) and also establish that areas with schools starting in early August experience increases in teen suicides in August, while areas with schools starting in September don’t see youth suicides rise until September. Second, we show that this seasonal pattern dramatically changed in 2020. Teen suicides plummeted in March 2020, when the COVID-19 pandemic began in the U.S. and remained low throughout the summer before rising in Fall 2020 when many K-12 schools returned to in-person instruction. Third, using county-level variation in school reopenings in Fall 2020 and Spring 2021—proxied by anonymized SafeGraph smartphone data on elementary and secondary school foot traffic—we find that returning from online to in-person schooling was associated with a 12-to-18 percent increase teen suicides. This result is robust to controls for seasonal effects and general lockdown effects (proxied by restaurant and bar foot traffic), and survives falsification tests using suicides among young adults ages 19-to-25. Auxiliary analyses using Google Trends queries and the Youth Risk Behavior Survey suggests that bullying victimization may be an important mechanism.

Suggested Citation

  • Benjamin Hansen & Joseph J. Sabia & Jessamyn Schaller, 2022. "In-Person Schooling and Youth Suicide: Evidence from School Calendars and Pandemic School Closures," NBER Working Papers 30795, National Bureau of Economic Research, Inc.
  • Handle: RePEc:nbr:nberwo:30795
    Note: CH ED EH
    as

    Download full text from publisher

    File URL: http://www.nber.org/papers/w30795.pdf
    Download Restriction: Access to the full text is generally limited to series subscribers, however if the top level domain of the client browser is in a developing country or transition economy free access is provided. More information about subscriptions and free access is available at http://www.nber.org/wwphelp.html. Free access is also available to older working papers.
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Leslie, Emily & Wilson, Riley, 2020. "Sheltering in place and domestic violence: Evidence from calls for service during COVID-19," Journal of Public Economics, Elsevier, vol. 189(C).
    2. Stephen Machin & Olivier Marie & Sunčica Vujić, 2011. "The Crime Reducing Effect of Education," Economic Journal, Royal Economic Society, vol. 121(552), pages 463-484, May.
    3. Daniel I. Rees & Joseph J. Sabia & Rebecca Margolit, 2021. "Minimum Wages and Teenage Childbearing: New Estimates Using a Dynamic Difference-in-Differences Approach," NBER Working Papers 29334, National Bureau of Economic Research, Inc.
    4. Baron, E. Jason & Goldstein, Ezra G. & Wallace, Cullen T., 2020. "Suffering in silence: How COVID-19 school closures inhibit the reporting of child maltreatment," Journal of Public Economics, Elsevier, vol. 190(C).
    5. Daniel I. Rees & Joseph J. Sabia & Gokhan Kumpas, 2022. "Anti‐Bullying Laws and Suicidal Behaviors Among Teenagers," Journal of Policy Analysis and Management, John Wiley & Sons, Ltd., vol. 41(3), pages 787-823, June.
    6. Kurt Schmidheiny & Sebastian Siegloch, 2019. "On Event Study Designs and Distributed-Lag Models: Equivalence, Generalization and Practical Implications," CESifo Working Paper Series 7481, CESifo.
    7. Maria Donovan Fitzpatrick, 2012. "Revising Our Thinking About the Relationship Between Maternal Labor Supply and Preschool," Journal of Human Resources, University of Wisconsin Press, vol. 47(3), pages 583-612.
    8. Kuhn, Michael A., 2018. "Who feels the calorie crunch and when? The impact of school meals on cyclical food insecurity," Journal of Public Economics, Elsevier, vol. 166(C), pages 27-38.
    9. Nicola Fuchs-Schündeln & Dirk Krueger & André Kurmann & Etienne Lalé & Alexander Ludwig & Irina Popova, 2023. "The Fiscal and Welfare Effects of Policy Responses to the Covid-19 School Closures," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 71(1), pages 35-98, March.
    10. D. Mark Anderson & Mary Beth Walker, 2015. "Does Shortening the School Week Impact Student Performance? Evidence from the Four-Day School Week," Education Finance and Policy, MIT Press, vol. 10(3), pages 314-349, July.
    11. Adriana Lleras-Muney, 2005. "The Relationship Between Education and Adult Mortality in the United States," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 72(1), pages 189-221.
    12. Allcott, Hunt & Boxell, Levi & Conway, Jacob & Gentzkow, Matthew & Thaler, Michael & Yang, David, 2020. "Polarization and public health: Partisan differences in social distancing during the coronavirus pandemic," Journal of Public Economics, Elsevier, vol. 191(C).
    13. Christopher J. Cronin & William N. Evans, 2020. "Private Precaution and Public Restrictions: What Drives Social Distancing and Industry Foot Traffic in the COVID-19 Era?," NBER Working Papers 27531, National Bureau of Economic Research, Inc.
    14. Dhaval Dave & Drew McNichols & Joseph J. Sabia, 2021. "The contagion externality of a superspreading event: The Sturgis Motorcycle Rally and COVID‐19," Southern Economic Journal, John Wiley & Sons, vol. 87(3), pages 769-807, January.
    15. Kurt Schmidheiny & Sebastian Siegloch, 2023. "On event studies and distributed‐lags in two‐way fixed effects models: Identification, equivalence, and generalization," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 38(5), pages 695-713, August.
    16. Kofoed, Michael S. & Gebhart, Lucas & Gilmore, Dallas & Moschitto, Ryan, 2021. "Zooming to Class?: Experimental Evidence on College Students' Online Learning during COVID-19," IZA Discussion Papers 14356, Institute of Labor Economics (IZA).
    17. Graves, Jennifer, 2011. "Effects of year-round schooling on disadvantaged students and the distribution of standardized test performance," Economics of Education Review, Elsevier, vol. 30(6), pages 1281-1305.
    18. Andrew Bacher-Hicks & Joshua Goodman & Jennifer Greif Green & Melissa K. Holt, 2022. "The COVID-19 Pandemic Disrupted Both School Bullying and Cyberbullying," American Economic Review: Insights, American Economic Association, vol. 4(3), pages 353-370, September.
    19. Elizabeth U. Cascio, 2009. "Maternal Labor Supply and the Introduction of Kindergartens into American Public Schools," Journal of Human Resources, University of Wisconsin Press, vol. 44(1).
    20. Mark Anderson, D. & Sabia, Joseph J. & Tekin, Erdal, 2021. "Child access prevention laws and juvenile firearm-related homicides," Journal of Urban Economics, Elsevier, vol. 126(C).
    21. Lindo, Jason M., 2015. "Aggregation and the estimated effects of economic conditions on health," Journal of Health Economics, Elsevier, vol. 40(C), pages 83-96.
    22. Hansen, Benjamin & Lang, Matthew, 2011. "Back to school blues: Seasonality of youth suicide and the academic calendar," Economics of Education Review, Elsevier, vol. 30(5), pages 850-861, October.
    23. Justin McCrary & Heather Royer, 2011. "The Effect of Female Education on Fertility and Infant Health: Evidence from School Entry Policies Using Exact Date of Birth," American Economic Review, American Economic Association, vol. 101(1), pages 158-195, February.
    24. Benjamin Hansen & Joseph J. Sabia & Jessamyn Schaller, 2022. "Schools, Job Flexibility, and Married Women's Labor Supply," NBER Working Papers 29660, National Bureau of Economic Research, Inc.
    25. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    26. D. Mark Anderson & Joseph J. Sabia, 2018. "Child-Access-Prevention Laws, Youths' Gun Carrying, and School Shootings," Journal of Law and Economics, University of Chicago Press, vol. 61(3), pages 489-524.
    27. Bree J. Lang & Matthew Lang, 2021. "Pandemics, Protests, and Firearms," American Journal of Health Economics, University of Chicago Press, vol. 7(2), pages 131-163.
    28. Sun, Liyang & Abraham, Sarah, 2021. "Estimating dynamic treatment effects in event studies with heterogeneous treatment effects," Journal of Econometrics, Elsevier, vol. 225(2), pages 175-199.
    29. Seema Jayachandran & Adriana Lleras-Muney, 2009. "Life Expectancy and Human Capital Investments: Evidence from Maternal Mortality Declines," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(1), pages 349-397.
    30. Gourieroux, Christian & Monfort, Alain & Trognon, Alain, 1984. "Pseudo Maximum Likelihood Methods: Applications to Poisson Models," Econometrica, Econometric Society, vol. 52(3), pages 701-720, May.
    31. Goolsbee, Austan & Syverson, Chad, 2021. "Fear, lockdown, and diversion: Comparing drivers of pandemic economic decline 2020," Journal of Public Economics, Elsevier, vol. 193(C).
    32. D. Mark Anderson, 2014. "In School and Out of Trouble? The Minimum Dropout Age and Juvenile Crime," The Review of Economics and Statistics, MIT Press, vol. 96(2), pages 318-331, May.
    33. Joshua D. Angrist & Alan B. Keueger, 1991. "Does Compulsory School Attendance Affect Schooling and Earnings?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(4), pages 979-1014.
    34. Tine Louise Mundbjerg Eriksen & Helena Skyt Nielsen & Marianne Simonsen, 2014. "Bullying in Elementary School," Journal of Human Resources, University of Wisconsin Press, vol. 49(4), pages 839-871.
    35. Dena Bravata & Jonathan H. Cantor & Neeraj Sood & Christopher M. Whaley, 2021. "Back to School: The Effect of School Visits During COVID-19 on COVID-19 Transmission," NBER Working Papers 28645, National Bureau of Economic Research, Inc.
    36. Matthew Lang, 2013. "Firearm Background Checks and Suicide," Economic Journal, Royal Economic Society, vol. 123(12), pages 1085-1099, December.
    37. Andrew Bacher-Hicks & Stephen B. Billings & David J. Deming, 2019. "The School to Prison Pipeline: Long-Run Impacts of School Suspensions on Adult Crime," NBER Working Papers 26257, National Bureau of Economic Research, Inc.
    38. Wooldridge, Jeffrey M., 2014. "Quasi-maximum likelihood estimation and testing for nonlinear models with endogenous explanatory variables," Journal of Econometrics, Elsevier, vol. 182(1), pages 226-234.
    39. Clare Halloran & Rebecca Jack & James C. Okun & Emily Oster, 2021. "Pandemic Schooling Mode and Student Test Scores: Evidence from US States," NBER Working Papers 29497, National Bureau of Economic Research, Inc.
    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. Rahlff, Helen & Rinne, Ulf & Sonnabend, Hendrik, 2023. "COVID-19, School Closures and (Cyber)Bullying in Germany," IZA Discussion Papers 16650, Institute of Labor Economics (IZA).
    2. Guariso, Andrea & Björkman Nyqvist, Martina, 2023. "The Impact of the COVID-19 pandemic on children's learning and wellbeing: Evidence from India," Misum Working Paper Series 2023-12, Stockholm School of Economics, Mistra Center for Sustainable Markets (Misum).

    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. Benjamin Hansen & Joseph J. Sabia & Jessamyn Schaller, 2022. "Schools, Job Flexibility, and Married Women's Labor Supply," NBER Working Papers 29660, National Bureau of Economic Research, Inc.
    2. Fone, Zachary S. & Sabia, Joseph J. & Cesur, Resul, 2023. "The unintended effects of minimum wage increases on crime," Journal of Public Economics, Elsevier, vol. 219(C).
    3. Tony Beatton & Michael P. Kidd & Matteo Sandi, 2020. "School indiscipline and crime," CEP Discussion Papers dp1727, Centre for Economic Performance, LSE.
    4. Richard V. Burkhauser & Drew McNichols & Joseph J. Sabia, 2023. "Minimum Wages and Poverty: New Evidence from Dynamic Difference-in-Differences Estimates," NBER Working Papers 31182, National Bureau of Economic Research, Inc.
    5. Noghanibehambari, Hamid & Tavassoli, Nahid, 2022. "An ounce of prevention, a pound of cure: The effects of college expansions on crime," International Review of Law and Economics, Elsevier, vol. 71(C).
    6. Godoey, Anna & Reich, Michael & Allegretto, Sylvia A & Wursten, Jesse, 2021. "Parental Labor Supply: Evidence from Minimum Wage Changes," Institute for Research on Labor and Employment, Working Paper Series qt0kq199kd, Institute of Industrial Relations, UC Berkeley.
    7. Zhuang Hao & Benjamin W. Cowan, 2017. "The Effects of Graduation Requirements on Risky Health Behaviors of High School Students," NBER Working Papers 23803, National Bureau of Economic Research, Inc.
    8. Zhuang Hao & Benjamin W. Cowan, 2019. "The Effects of Graduation Requirements on Risky Health Behaviors of High School Students," American Journal of Health Economics, MIT Press, vol. 5(1), pages 97-125, Winter.
    9. Carpenter, Christopher S. & Churchill, Brandyn F. & Marcus, Michelle, 2023. "Bad lighting: Effects of youth indoor tanning prohibitions," Journal of Health Economics, Elsevier, vol. 88(C).
    10. Joakim A. Weill & Matthieu Stigler & Olivier Deschenes & Michael R. Springborn, 2021. "Researchers' Degrees-of-Flexibility and the Credibility of Difference-in-Differences Estimates: Evidence From the Pandemic Policy Evaluations," NBER Working Papers 29550, National Bureau of Economic Research, Inc.
    11. Mensah, Edouard R. & Filipski, Mateusz J., 2022. "Saving for a rainy day: the impact of natural disasters on savings rates," 2022 Annual Meeting, July 31-August 2, Anaheim, California 322266, Agricultural and Applied Economics Association.
    12. Alexander Cuntz & Matthias Sahli, 2023. "Ars longa, vita brevis: The death of the creator and the impact on exhibitions and auction markets," WIPO Economic Research Working Papers 76, World Intellectual Property Organization - Economics and Statistics Division.
    13. Maclean, J. Catherine & Pichler, Stefan & Ziebarth, Nicolas R., 2020. "Mandated Sick Pay: Coverage, Utilization, and Welfare Effects," IZA Discussion Papers 13132, Institute of Labor Economics (IZA).
    14. Thompson, Paul N. & Ward, Jason, 2021. "Only a Matter of Time? The Role of Time in School on Four-Day School Week Achievement Impacts," IZA Discussion Papers 14461, Institute of Labor Economics (IZA).
    15. Chalfin, Aaron & Deza, Monica, 2019. "The intergenerational effects of education on delinquency," Journal of Economic Behavior & Organization, Elsevier, vol. 159(C), pages 553-571.
    16. Yadav, Anil & McHale, John & O'Neill, Stephen, 2023. "How does co-authoring with a star affect scientists' productivity? Evidence from small open economies," Research Policy, Elsevier, vol. 52(1).
    17. Nicola Fuchs-Schündeln & Dirk Krueger & André Kurmann & Etienne Lalé & Alexander Ludwig & Irina Popova, 2023. "The Fiscal and Welfare Effects of Policy Responses to the Covid-19 School Closures," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 71(1), pages 35-98, March.
    18. Cuffe, H.E. & Harbaugh, W.T. & Lindo, J.M. & Musto, G. & Waddell, G.R., 2012. "Evidence on the efficacy of school-based incentives for healthy living," Economics of Education Review, Elsevier, vol. 31(6), pages 1028-1036.
    19. Maxim Ananyev & Michael Poyker & Yuan Tian, 2021. "The safest time to fly: pandemic response in the era of Fox News," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(3), pages 775-802, July.
    20. Christoph Kronenberg, 2021. "New(spaper) evidence of a reduction in suicide mentions during the 19th century US gold rush," Health Economics, John Wiley & Sons, Ltd., vol. 30(10), pages 2582-2594, September.

    More about this item

    JEL classification:

    • I1 - Health, Education, and Welfare - - Health
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health
    • I19 - Health, Education, and Welfare - - Health - - - Other
    • I2 - Health, Education, and Welfare - - Education

    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:30795. 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.