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COVID-19, Lockdowns and Well-Being: Evidence from Google Trends

Author

Listed:
  • Abel Brodeur

    (University of Ottawa [Ottawa], IZA - Forschungsinstitut zur Zukunft der Arbeit - Institute of Labor Economics)

  • Andrew E. Clark

    (PSE - Paris School of Economics - UP1 - Université Paris 1 Panthéon-Sorbonne - ENS-PSL - École normale supérieure - Paris - PSL - Université Paris Sciences et Lettres - EHESS - École des hautes études en sciences sociales - ENPC - École des Ponts ParisTech - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement, PJSE - Paris Jourdan Sciences Economiques - UP1 - Université Paris 1 Panthéon-Sorbonne - ENS-PSL - École normale supérieure - Paris - PSL - Université Paris Sciences et Lettres - EHESS - École des hautes études en sciences sociales - ENPC - École des Ponts ParisTech - CNRS - Centre National de la Recherche Scientifique - INRAE - Institut National de Recherche pour l’Agriculture, l’Alimentation et l’Environnement, IZA - Forschungsinstitut zur Zukunft der Arbeit - Institute of Labor Economics)

  • Sarah Flèche

    (AMSE - Aix-Marseille Sciences Economiques - EHESS - École des hautes études en sciences sociales - AMU - Aix Marseille Université - ECM - École Centrale de Marseille - CNRS - Centre National de la Recherche Scientifique)

  • Nattavudh Powdthavee

    (University of Warwick [Coventry])

Abstract

The COVID-19 pandemic has led many governments to implement lockdowns. While lockdowns may help to contain the spread of the virus, they may result in substantial damage to population well-being. We use Google Trends data to test whether the lockdowns implemented in Europe and America led to changes in well-being related topic search terms. Using differences-in-differences and a regression discontinuity design to evaluate the causal effects of lockdown, we find a substantial increase in the search intensity for boredom in Europe and the US. We also found a significant increase in searches for loneliness, worry and sadness, while searches for stress, suicide and divorce on the contrary fell. Our results suggest that people's mental health may have been severely affected by the lockdown.

Suggested Citation

  • Abel Brodeur & Andrew E. Clark & Sarah Flèche & Nattavudh Powdthavee, 2021. "COVID-19, Lockdowns and Well-Being: Evidence from Google Trends," Post-Print halshs-03029872, HAL.
  • Handle: RePEc:hal:journl:halshs-03029872
    DOI: 10.1016/j.jpubeco.2020.104346
    Note: View the original document on HAL open archive server: https://shs.hal.science/halshs-03029872
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    1. Thomas T. Hills & Eugenio Proto & Daniel Sgroi & Chanuki Illushka Seresinhe, 2019. "Historical analysis of national subjective wellbeing using millions of digitized books," Nature Human Behaviour, Nature, vol. 3(12), pages 1271-1275, December.
    2. Nikolaos Askitas & Klaus F. Zimmermann, 2009. "Google Econometrics and Unemployment Forecasting," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot, Berlin, vol. 55(2), pages 107-120.
    3. Oscar Jorda & Sanjay R. Singh & Alan M. Taylor, 2022. "Longer-Run Economic Consequences of Pandemics," The Review of Economics and Statistics, MIT Press, vol. 104(1), pages 166-175, March.
    4. Scott R. Baker & Andrey Fradkin, 2017. "The Impact of Unemployment Insurance on Job Search: Evidence from Google Search Data," The Review of Economics and Statistics, MIT Press, vol. 99(5), pages 756-768, December.
    5. Hamermesh, Daniel S., 2020. "Lockdowns, Loneliness and Life Satisfaction," IZA Discussion Papers 13140, Institute of Labor Economics (IZA).
    6. Stefano Ramelli & Alexander F Wagner, 2020. "Feverish Stock Price Reactions to COVID-19," The Review of Corporate Finance Studies, Society for Financial Studies, vol. 9(3), pages 622-655.
    7. Thiemo Fetzer & Lukas Hensel & Johannes Hermle & Christopher Roth, 2021. "Coronavirus Perceptions and Economic Anxiety," The Review of Economics and Statistics, MIT Press, vol. 103(5), pages 968–978-9, December.
    8. Clark, Andrew E & Oswald, Andrew J, 1994. "Unhappiness and Unemployment," Economic Journal, Royal Economic Society, vol. 104(424), pages 648-659, May.
    9. James H. Stock, 2020. "Data Gaps and the Policy Response to the Novel Coronavirus," NBER Working Papers 26902, National Bureau of Economic Research, Inc.
    10. Briscese, Guglielmo & Lacetera, Nicola & Macis, Mario & Tonin, Mirco, 2023. "Expectations, reference points, and compliance with COVID-19 social distancing measures," Journal of Behavioral and Experimental Economics (formerly The Journal of Socio-Economics), Elsevier, vol. 103(C).
    11. David Berger & Kyle Herkenhoff & Chengdai Huang & Simon Mongey, 2022. "Testing and Reopening in an SEIR Model," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 43, pages 1-21, January.
    12. Layard, Richard & Clark, Andrew E. & De Neve, Jan-Emmanuel & Krekel, Christian & Fancourt, Daisy & Hey, Nancy & O'Donnell, Gus, 2020. "When to release the lockdown: a wellbeing framework for analysing costs and benefits," LSE Research Online Documents on Economics 104276, London School of Economics and Political Science, LSE Library.
    13. Fang, Hanming & Wang, Long & Yang, Yang, 2020. "Human mobility restrictions and the spread of the Novel Coronavirus (2019-nCoV) in China," Journal of Public Economics, Elsevier, vol. 191(C).
    14. Stefano Ramelli & Alexander F Wagner, 0. "Feverish Stock Price Reactions to COVID-19," Review of Corporate Finance Studies, Oxford University Press, vol. 9(3), pages 622-655.
    15. Titan Alon & Matthias Doepke & Jane Olmstead-Rumsey & Michèle Tertilt, 2020. "The Impact of COVID-19 on Gender Equality," CRC TR 224 Discussion Paper Series crctr224_2020_163, University of Bonn and University of Mannheim, Germany.
    16. Andrew E Clark & Orla Doyle & Elena Stancanelli, 2020. "The Impact of Terrorism on Individual Well-Being: Evidence from the Boston Marathon Bombing," The Economic Journal, Royal Economic Society, vol. 130(631), pages 2065-2104.
    17. Béland, Louis-Philippe & Brodeur, Abel & Wright, Taylor, 2020. "The Short-Term Economic Consequences of COVID-19: Exposure to Disease, Remote Work and Government Response," GLO Discussion Paper Series 524, Global Labor Organization (GLO).
    18. Fabian Stephany & Niklas Stoehr & Philipp Darius & Leonie Neuhauser & Ole Teutloff & Fabian Braesemann, 2020. "The CoRisk-Index: A data-mining approach to identify industry-specific risk assessments related to COVID-19 in real-time," Papers 2003.12432, arXiv.org, revised Apr 2020.
    19. Brodeur, Abel & Cook, Nikolai & Wright, Taylor, 2021. "On the effects of COVID-19 safer-at-home policies on social distancing, car crashes and pollution," Journal of Environmental Economics and Management, Elsevier, vol. 106(C).
    20. Oswald, Andrew J. & Powdthavee, Nattavudh, 2020. "The Case for Releasing the Young from Lockdown: A Briefing Paper for Policymakers," IZA Discussion Papers 13113, Institute of Labor Economics (IZA).
    21. Verme, Paolo, 2009. "Happiness, freedom and control," Journal of Economic Behavior & Organization, Elsevier, vol. 71(2), pages 146-161, August.
    22. Layard, Richard & Clark, Andrew E. & De Neve, Jan-Emmanuel & Krekel, Christian & Fancourt, Daisy & Hey, Nancy & O'Donnell, Gus, 2020. "When to release the lockdown: a wellbeing framework for analysing costs and benefits," LSE Research Online Documents on Economics 104276, London School of Economics and Political Science, LSE Library.
    23. Callum Jones & Thomas Philippon & Venky Venkateswaran, 2021. "Optimal Mitigation Policies in a Pandemic: Social Distancing and Working from Home [A simple planning problem for covid-19 lockdown]," The Review of Financial Studies, Society for Financial Studies, vol. 34(11), pages 5188-5223.
    24. Andrew E. Clark & Orla Doyle & Elena Stancanelli, 2017. "The Impact of Terrorism on Well-being: Evidence from the Boston Marathon Bombing," Working Papers 201717, School of Economics, University College Dublin.
    25. Briscese, Guglielmo & Lacetera, Nicola & Macis, Mario & Tonin, Mirco, 2020. "Compliance with COVID-19 Social-Distancing Measures in Italy: The Role of Expectations and Duration," IZA Discussion Papers 13092, Institute of Labor Economics (IZA).
    26. Robert Metcalfe & Nattavudh Powdthavee & Paul Dolan, 2011. "Destruction and Distress: Using a Quasi‐Experiment to Show the Effects of the September 11 Attacks on Mental Well‐Being in the United Kingdom," Economic Journal, Royal Economic Society, vol. 121(550), pages 81-103, February.
    27. David Berger & Kyle Herkenhoff & Chengdai Huang & Simon Mongey, 2022. "Testing and Reopening in an SEIR Model," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 43, pages 1-21, January.
    28. Tsai, Alexander C. & Venkataramani, Atheendar S., 2015. "Communal bereavement and resilience in the aftermath of a terrorist event: Evidence from a natural experiment," Social Science & Medicine, Elsevier, vol. 146(C), pages 155-163.
    29. Abel Brodeur & David Gray & Anik Islam & Suraiya Bhuiyan, 2021. "A literature review of the economics of COVID‐19," Journal of Economic Surveys, Wiley Blackwell, vol. 35(4), pages 1007-1044, September.
    30. Daniel S. Hamermesh, 2020. "Life satisfaction, loneliness and togetherness, with an application to Covid-19 lock-downs," Review of Economics of the Household, Springer, vol. 18(4), pages 983-1000, December.
    31. Robert Metcalfe & Nattavudh Powdthavee & Paul Dolan, "undated". "Destruction and distress: using a quasi-experiment to show the effects of the September 11 attacks on subjective well-being in the UK," Discussion Papers 09/10, Department of Economics, University of York.
    32. Siliverstovs, Boriss & Wochner, Daniel S., 2018. "Google Trends and reality: Do the proportions match?," Journal of Economic Behavior & Organization, Elsevier, vol. 145(C), pages 1-23.
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    More about this item

    Keywords

    Boredom; COVID-19; Lockdown; Loneliness; Well-being;
    All these keywords.

    JEL classification:

    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I31 - Health, Education, and Welfare - - Welfare, Well-Being, and Poverty - - - General Welfare, Well-Being
    • J22 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Time Allocation and Labor Supply

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