IDEAS home Printed from https://ideas.repec.org/p/ces/ceswps/_9723.html
   My bibliography  Save this paper

Social Media and Mental Health

Author

Listed:
  • Luca Braghieri
  • Ro'ee Levy
  • Alexey Makarin

Abstract

The diffusion of social media coincided with a worsening of mental health conditions among adolescents and young adults in the United States, giving rise to speculation that social media might be detrimental to mental health. In this paper, we provide quasi-experimental estimates of the impact of social media on mental health by leveraging a unique natural experiment: the staggered introduction of Facebook across U.S. colleges. Our analysis couples data on student mental health around the years of Facebook’s expansion with a generalized difference-in-differences empirical strategy. We find that the roll-out of Facebook at a college increased symptoms of poor mental health, especially depression. We also find that, among students predicted to be most susceptible to mental illness, the introduction of Facebook led to increased utilization of mental healthcare services. Lastly, we find that, after the introduction of Facebook, students were more likely to report experiencing impairments to academic performance resulting from poor mental health. Additional evidence on mechanisms suggests that the results are due to Facebook fostering unfavorable social comparisons.

Suggested Citation

  • Luca Braghieri & Ro'ee Levy & Alexey Makarin, 2022. "Social Media and Mental Health," CESifo Working Paper Series 9723, CESifo.
  • Handle: RePEc:ces:ceswps:_9723
    as

    Download full text from publisher

    File URL: https://www.cesifo.org/DocDL/cesifo1_wp9723.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Yoav Benjamini & Abba M. Krieger & Daniel Yekutieli, 2006. "Adaptive linear step-up procedures that control the false discovery rate," Biometrika, Biometrika Trust, vol. 93(3), pages 491-507, September.
    2. Petra Persson & Maya Rossin-Slater, 2018. "Family Ruptures, Stress, and the Mental Health of the Next Generation," American Economic Review, American Economic Association, vol. 108(4-5), pages 1214-1252, April.
    3. Anderson, Michael L., 2008. "Multiple Inference and Gender Differences in the Effects of Early Intervention: A Reevaluation of the Abecedarian, Perry Preschool, and Early Training Projects," Journal of the American Statistical Association, American Statistical Association, vol. 103(484), pages 1481-1495.
    4. Christopher Blattman & Julian C. Jamison & Margaret Sheridan, 2017. "Reducing Crime and Violence: Experimental Evidence from Cognitive Behavioral Therapy in Liberia," American Economic Review, American Economic Association, vol. 107(4), pages 1165-1206, April.
    5. Clément de Chaisemartin & Xavier D'Haultfœuille, 2020. "Two-Way Fixed Effects Estimators with Heterogeneous Treatment Effects," American Economic Review, American Economic Association, vol. 110(9), pages 2964-2996, September.
    6. Petra Persson & Maya Rossin-Slater, 2018. "Family Ruptures, Stress, and the Mental Health of the Next Generation: Reply," American Economic Review, American Economic Association, vol. 108(4-5), pages 1256-1263, April.
    7. Leonardo Bursztyn & Georgy Egorov & Ruben Enikolopov & Maria Petrova, 2019. "Social Media and Xenophobia: Evidence from Russia," NBER Working Papers 26567, National Bureau of Economic Research, Inc.
    8. Thomas Fujiwara & Karsten Müller & Carlo Schwarz, 2024. "The Effect of Social Media on Elections: Evidence from The United States," Journal of the European Economic Association, European Economic Association, vol. 22(3), pages 1495-1539.
    9. Leopoldo Fergusson & Carlos Molina, 2020. "Facebook Causes Protests," HiCN Working Papers 323, Households in Conflict Network.
    10. Ekaterina Zhuravskaya & Maria Petrova & Ruben Enikolopov, 2020. "Political Effects of the Internet and Social Media," Annual Review of Economics, Annual Reviews, vol. 12(1), pages 415-438, August.
    11. Ruben Enikolopov & Maria Petrova & Konstantin Sonin, 2018. "Social Media and Corruption," American Economic Journal: Applied Economics, American Economic Association, vol. 10(1), pages 150-174, January.
    12. Desmond Ang, 2021. "The Effects of Police Violence on Inner-City Students," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 136(1), pages 115-168.
    13. Victoria Baranov & Sonia Bhalotra & Pietro Biroli & Joanna Maselko, 2020. "Maternal Depression, Women's Empowerment, and Parental Investment: Evidence from a Randomized Controlled Trial," American Economic Review, American Economic Association, vol. 110(3), pages 824-859, March.
    14. Traud, Amanda L. & Mucha, Peter J. & Porter, Mason A., 2012. "Social structure of Facebook networks," Physica A: Statistical Mechanics and its Applications, Elsevier, vol. 391(16), pages 4165-4180.
    15. 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.
    16. Hunt Allcott & Luca Braghieri & Sarah Eichmeyer & Matthew Gentzkow, 2020. "The Welfare Effects of Social Media," American Economic Review, American Economic Association, vol. 110(3), pages 629-676, March.
    17. Goodman-Bacon, Andrew, 2021. "Difference-in-differences with variation in treatment timing," Journal of Econometrics, Elsevier, vol. 225(2), pages 254-277.
    18. Ro'ee Levy, 2021. "Social Media, News Consumption, and Polarization: Evidence from a Field Experiment," American Economic Review, American Economic Association, vol. 111(3), pages 831-870, March.
    19. Callaway, Brantly & Sant’Anna, Pedro H.C., 2021. "Difference-in-Differences with multiple time periods," Journal of Econometrics, Elsevier, vol. 225(2), pages 200-230.
    20. David Roodman & James G. MacKinnon & Morten Ørregaard Nielsen & Matthew D. Webb, 2019. "Fast and wild: Bootstrap inference in Stata using boottest," Stata Journal, StataCorp LP, vol. 19(1), pages 4-60, March.
    21. Ruben Enikolopov & Alexey Makarin & Maria Petrova, 2020. "Social Media and Protest Participation: Evidence From Russia," Econometrica, Econometric Society, vol. 88(4), pages 1479-1514, July.
    22. Matthew W. Ridley & Gautam Rao & Frank Schilbach & Vikram H. Patel, 2020. "Poverty, Depression, and Anxiety: Causal Evidence and Mechanisms," NBER Working Papers 27157, National Bureau of Economic Research, Inc.
    23. Roberto Mosquera & Mofioluwasademi Odunowo & Trent McNamara & Xiongfei Guo & Ragan Petrie, 2020. "The economic effects of Facebook," Experimental Economics, Springer;Economic Science Association, vol. 23(2), pages 575-602, June.
    24. Johannes Haushofer & Jeremy Shapiro, 2016. "The Short-term Impact of Unconditional Cash Transfers to the Poor: ExperimentalEvidence from Kenya," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 131(4), pages 1973-2042.
    25. Schwandt, Hannes & Cabral, Marika & Kim, Bokyung & Rossin-Slater, Maya & Schnell, Molly, 2021. "Trauma at School: The Impacts of Shootings on Students’ Human Capital and Economic Outcomes," CEPR Discussion Papers 15628, C.E.P.R. Discussion Papers.
    26. Ezra Golberstein & Gilbert Gonzales & Ellen Meara, 2019. "How do economic downturns affect the mental health of children? Evidence from the National Health Interview Survey," Health Economics, John Wiley & Sons, Ltd., vol. 28(8), pages 955-970, August.
    27. Thomas Fujiwara & Karsten Müller & Carlo Schwarz, 2021. "The Effect of Social Media on Elections: Evidence from the United States," NBER Working Papers 28849, National Bureau of Economic Research, Inc.
    Full references (including those not matched with items on IDEAS)

    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. Nicolás Ajzenman & Bruno Ferman & Pedro C. Sant’Anna, 2023. "Rooting for the Same Team: On the Interplay between Political and Social Identities in the Formation of Social Ties," Working Papers 231, Red Nacional de Investigadores en Economía (RedNIE).
    2. Geraci, Andrea & Nardotto, Mattia & Reggiani, Tommaso & Sabatini, Fabio, 2022. "Broadband Internet and social capital," Journal of Public Economics, Elsevier, vol. 206(C).
    3. Rafael Jimenez-Duran, 2021. "The Economics of Content Moderation: Theory and Experimental Evidence from Hate Speech on Twitter," Natural Field Experiments 00754, The Field Experiments Website.
    4. Jiménez-Durán, Rafael, 2022. "The economics of content moderation: Theory and experimental evidence from hate speech on Twitter," Working Papers 324, The University of Chicago Booth School of Business, George J. Stigler Center for the Study of the Economy and the State.
    5. Ek, Claes & Samahita, Margaret, 2023. "Too much commitment? An online experiment with tempting YouTube content," Journal of Economic Behavior & Organization, Elsevier, vol. 208(C), pages 21-38.
    6. Grossman, Daniel & Khalil, Umair, 2022. "Neighborhood crime and infant health," Journal of Urban Economics, Elsevier, vol. 130(C).
    7. Rezaee, Arman & Hirshleifer, Sarojini & Naseem, Mustafa & Raza, Agha Ali, 2023. "The Spread of (Mis)information: A Social Media Experiment in Pakistan," Institute on Global Conflict and Cooperation, Working Paper Series qt53n4q35z, Institute on Global Conflict and Cooperation, University of California.
    8. Thomas Fujiwara & Karsten Müller & Carlo Schwarz, 2024. "The Effect of Social Media on Elections: Evidence from The United States," Journal of the European Economic Association, European Economic Association, vol. 22(3), pages 1495-1539.
    9. Garz, Marcel & Szucs, Ferenc, 2023. "Algorithmic selection and supply of political news on Facebook," Information Economics and Policy, Elsevier, vol. 62(C).
    10. Marta Golin, 2022. "The effect of broadband Internet on the gender gap in mental health: Evidence from Germany," Health Economics, John Wiley & Sons, Ltd., vol. 31(S2), pages 6-21, October.
    11. Thomas Fujiwara & Karsten Müller & Carlo Schwarz, 2021. "The Effect of Social Media on Elections: Evidence from the United States," NBER Working Papers 28849, National Bureau of Economic Research, Inc.
    12. Arold, W. Benjamin & Woessmann, Ludger & Zierow, Larissa, 2022. "Can Schools Change Religious Attitudes? Evidence from German State Reforms of Compulsory Religious Education," IZA Discussion Papers 14989, Institute of Labor Economics (IZA).
    13. Amaral, Sofia & Dinarte-Diaz, Lelys & Dominguez, Patricio & Perez-Vincent, Santiago M., 2024. "Helping families help themselves: The (Un)intended impacts of a digital parenting program," Journal of Development Economics, Elsevier, vol. 166(C).
    14. Arenas-Arroyo, Esther & Schmidpeter, Bernhard, 2022. "Spillover effects of immigration policies on children's human capital," Ruhr Economic Papers 974, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    15. Alexander Karaivanov & Dongwoo Kim & Shih En Lu & Hitoshi Shigeoka, 2022. "COVID-19 vaccination mandates and vaccine uptake," Nature Human Behaviour, Nature, vol. 6(12), pages 1615-1624, December.
    16. Wang, Zhen & Chu, Erming, 2024. "The path toward urban carbon neutrality: How does the low-carbon city pilot policy stimulate low-carbon technology?," Economic Analysis and Policy, Elsevier, vol. 82(C), pages 954-975.
    17. Xinming Du, 2023. "Symptom or Culprit? Social Media, Air Pollution, and Violence," CESifo Working Paper Series 10296, CESifo.
    18. Angelucci, Manuela & Bennett, Daniel M, 2021. "The Economic Impact of Depression Treatment in India," IZA Discussion Papers 14393, Institute of Labor Economics (IZA).
    19. Gisli Gylfason, 2023. "From Tweets to the Streets: Twitter and Extremist Protests in the United States," PSE Working Papers halshs-04188189, HAL.
    20. Jules Gazeaud & Victor Stephane, 2023. "Productive Workfare? Evidence from Ethiopia's Productive Safety Net Program," American Journal of Agricultural Economics, John Wiley & Sons, vol. 105(1), pages 265-290, January.

    More about this item

    JEL classification:

    • D12 - Microeconomics - - Household Behavior - - - Consumer Economics: Empirical Analysis
    • D72 - Microeconomics - - Analysis of Collective Decision-Making - - - Political Processes: Rent-seeking, Lobbying, Elections, Legislatures, and Voting Behavior
    • D90 - Microeconomics - - Micro-Based Behavioral Economics - - - General
    • I10 - Health, Education, and Welfare - - Health - - - General
    • L82 - Industrial Organization - - Industry Studies: Services - - - Entertainment; Media
    • L86 - Industrial Organization - - Industry Studies: Services - - - Information and Internet Services; Computer Software

    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:ces:ceswps:_9723. 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: Klaus Wohlrabe (email available below). General contact details of provider: https://edirc.repec.org/data/cesifde.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.