IDEAS home Printed from https://ideas.repec.org/a/wly/hlthec/v32y2023i4p910-938.html
   My bibliography  Save this article

Clan loyalty and COVID‐19 diffusion: Evidence from China

Author

Listed:
  • Kebin Deng
  • Zhong Ding
  • Xu Liu

Abstract

This paper addresses the substantial role of clan loyalty in promoting COVID‐19 diffusion in China. Using a city–date panel dataset of observations from 183 cities (prefecture‐level and above) in the period of the special long holiday of Chinese New Year in 2020 (January 24–March 1), we find that regions with higher clan loyalty have more COVID‐19 cases than regions with lower clan loyalty. A one standard deviation increase in clan loyalty is associated with an 8.1% increase in COVID‐19 cases. We further document that clan loyalty drives COVID‐19 cases by promoting mass gatherings, exploiting a staggered difference‐in‐differences (DID) regression based on city community‐management policy shocks. Our paper provides novel evidence of one negative public health consequence of clan loyalty, namely, its aggravation of COVID‐19 cases.

Suggested Citation

  • Kebin Deng & Zhong Ding & Xu Liu, 2023. "Clan loyalty and COVID‐19 diffusion: Evidence from China," Health Economics, John Wiley & Sons, Ltd., vol. 32(4), pages 910-938, April.
    • Handle: RePEc:wly:hlthec:v:32:y:2023:i:4:p:910-938
    DOI: 10.1002/hec.4647
    as

    Download full text from publisher

    File URL: https://doi.org/10.1002/hec.4647
    Download Restriction: no
    File URL: https://libkey.io/10.1002/hec.4647?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    References listed on IDEAS

    as
    1. Durante, Ruben & Guiso, Luigi & Gulino, Giorgio, 2021. "Asocial capital: Civic culture and social distancing during COVID-19," Journal of Public Economics, Elsevier, vol. 194(C).
    2. Wright, Austin L. & Sonin, Konstantin & Driscoll, Jesse & Wilson, Jarnickae, 2020. "Poverty and economic dislocation reduce compliance with COVID-19 shelter-in-place protocols," Journal of Economic Behavior & Organization, Elsevier, vol. 180(C), pages 544-554.
    3. Bargain, Olivier & Aminjonov, Ulugbek, 2020. "Trust and compliance to public health policies in times of COVID-19," Journal of Public Economics, Elsevier, vol. 192(C).
    4. Giannone, Elisa & Paixão, Nuno & Pang, Xinle, 2022. "JUE Insight: The geography of pandemic containment," Journal of Urban Economics, Elsevier, vol. 127(C).
    5. Choujun Zhan & Chi K Tse & Yuxia Fu & Zhikang Lai & Haijun Zhang, 2020. "Modeling and prediction of the 2019 coronavirus disease spreading in China incorporating human migration data," PLOS ONE, Public Library of Science, vol. 15(10), pages 1-17, October.
    6. Enrico Spolaore & Romain Wacziarg, 2013. "How Deep Are the Roots of Economic Development?," Journal of Economic Literature, American Economic Association, vol. 51(2), pages 325-369, June.
    7. Jesper Akesson & Sam Ashworth-Hayes & Robert Hahn & Robert Metcalfe & Itzhak Rasooly, 2022. "Fatalism, beliefs, and behaviors during the COVID-19 pandemic," Journal of Risk and Uncertainty, Springer, vol. 64(2), pages 147-190, April.
    8. Yun Qiu & Xi Chen & Wei Shi, 2020. "Impacts of social and economic factors on the transmission of coronavirus disease 2019 (COVID-19) in China," Journal of Population Economics, Springer;European Society for Population Economics, vol. 33(4), pages 1127-1172, October.
    9. Greif, Avner & Tabellini, Guido, 2017. "The clan and the corporation: Sustaining cooperation in China and Europe," Journal of Comparative Economics, Elsevier, vol. 45(1), pages 1-35.
    10. La Porta, Rafael & Florencio Lopez-de-Silanes & Andrei Shleifer & Robert W. Vishny, 1997. "Legal Determinants of External Finance," Journal of Finance, American Finance Association, vol. 52(3), pages 1131-1150, July.
    11. 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).
    12. John M. Barrios & Yael Hochberg, 2020. "Risk Perception Through the Lens of Politics in the Time of the COVID-19 Pandemic," NBER Working Papers 27008, National Bureau of Economic Research, Inc.
    13. Reuven Glick & Alan M. Taylor, 2010. "Collateral Damage: Trade Disruption and the Economic Impact of War," The Review of Economics and Statistics, MIT Press, vol. 92(1), pages 102-127, February.
    14. Joan Llull, 2018. "The Effect of Immigration on Wages: Exploiting Exogenous Variation at the National Level," Journal of Human Resources, University of Wisconsin Press, vol. 53(3), pages 608-662.
    15. Robbert Maseland, 2013. "Parasitical cultures? The cultural origins of institutions and development," Journal of Economic Growth, Springer, vol. 18(2), pages 109-136, June.
    16. Bazzi, Samuel & Fiszbein, Martin & Gebresilasse, Mesay, 2021. "“Rugged individualism” and collective (in)action during the COVID-19 pandemic," Journal of Public Economics, Elsevier, vol. 195(C).
    17. Glaeser, Edward L. & Gorback, Caitlin & Redding, Stephen J., 2022. "JUE Insight: How much does COVID-19 increase with mobility? Evidence from New York and four other U.S. cities," Journal of Urban Economics, Elsevier, vol. 127(C).
    18. Zhiwu Chen & Chicheng Ma & Andrew J Sinclair, 2022. "Banking on the Confucian Clan: Why China Developed Financial Markets so Late," The Economic Journal, Royal Economic Society, vol. 132(644), pages 1378-1413.
    19. Daron Acemoglu & Giuseppe De Feo & Giacomo De Luca & Gianluca Russo, 2022. "War, Socialism, and the Rise of Fascism: an Empirical Exploration [“War, Socialism, and the Rise of Fascism: An Empirical Exploration,”]," The Quarterly Journal of Economics, Oxford University Press, vol. 137(2), pages 1233-1296.
    20. 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).
    21. Egorov, Georgy & Enikolopov, Ruben & Makarin, Alexey & Petrova, Maria, 2021. "Divided we stay home: Social distancing and ethnic diversity," Journal of Public Economics, Elsevier, vol. 194(C).
    22. Deopa, Neha & Fortunato, Piergiuseppe, 2021. "Coronagraben in Switzerland: Culture and social distancing in times of COVID-19," GLO Discussion Paper Series 857, Global Labor Organization (GLO).
    23. Xu, Yiqing & Yao, Yang, 2015. "Informal Institutions, Collective Action, and Public Investment in Rural China," American Political Science Review, Cambridge University Press, vol. 109(2), pages 371-391, May.
    24. Jose G. Montalvo & Marta Reynal-Querol, 2007. "Fighting against Malaria: Prevent Wars while Waiting for the "Miraculous" Vaccine," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 165-177, February.
    25. Borgonovi, Francesca & Andrieu, Elodie, 2020. "Bowling together by bowling alone: Social capital and COVID-19," Social Science & Medicine, Elsevier, vol. 265(C).
    26. Mara Faccio, 2006. "Politically Connected Firms," American Economic Review, American Economic Association, vol. 96(1), pages 369-386, March.
    27. Neha Deopa & Piergiuseppe Fortunato, 2021. "Coronagraben in Switzerland: culture and social distancing in times of COVID-19," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(4), pages 1355-1383, October.
    28. Chuanchuan Zhang, 2019. "Family support or social support? The role of clan culture," Journal of Population Economics, Springer;European Society for Population Economics, vol. 32(2), pages 529-549, April.
    29. Li, Bingjing & Ma, Lin, 2022. "JUE insight: Migration, transportation infrastructure, and the spatial transmission of COVID-19 in China," Journal of Urban Economics, Elsevier, vol. 127(C).
    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. Mauro Caselli & Andrea Fracasso & Sergio Scicchitano, 2022. "From the lockdown to the new normal: individual mobility and local labor market characteristics following the COVID-19 pandemic in Italy," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(4), pages 1517-1550, October.
    2. Deiana, Claudio & Geraci, Andrea & Mazzarella, Gianluca & Sabatini, Fabio, 2022. "Can relief measures nudge compliance in a public health crisis? Evidence from a kinked fiscal policy rule," Journal of Economic Behavior & Organization, Elsevier, vol. 202(C), pages 407-428.
    3. 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.
    4. Abel Brodeur & Idaliya Grigoryeva & Lamis Kattan, 2021. "Stay-at-home orders, social distancing, and trust," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(4), pages 1321-1354, October.
    5. Nicholas W. Papageorge & Matthew V. Zahn & Michèle Belot & Eline Broek-Altenburg & Syngjoo Choi & Julian C. Jamison & Egon Tripodi, 2021. "Socio-demographic factors associated with self-protecting behavior during the Covid-19 pandemic," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(2), pages 691-738, April.
    6. Luca Bonacini & Giovanni Gallo & Fabrizio Patriarca, 2021. "Identifying policy challenges of COVID-19 in hardly reliable data and judging the success of lockdown measures," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(1), pages 275-301, January.
    7. Iacoella, Francesco & Justino, Patrica & Martorano, Bruno, 2021. "Do pandemics lead to rebellion? Policy responses to COVID-19, inequality, and protests in the USA," MERIT Working Papers 2021-014, United Nations University - Maastricht Economic and Social Research Institute on Innovation and Technology (MERIT).
    8. Deiana, Claudio & Geraci, Andrea & Mazzarella, Gianluca & Sabatini, Fabio, 2021. "COVID-19 Relief Programs and Compliance with Confinement Measures," IZA Discussion Papers 14064, Institute of Labor Economics (IZA).
    9. Gutierrez, Emilio & Rubli, Adrian & Tavares, Tiago, 2022. "Information and behavioral responses during a pandemic: Evidence from delays in Covid-19 death reports," Journal of Development Economics, Elsevier, vol. 154(C).
    10. Deopa, Neha & Fortunato, Piergiuseppe, 2021. "Coronagraben in Switzerland: Culture and social distancing in times of COVID-19," GLO Discussion Paper Series 857, Global Labor Organization (GLO).
    11. 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.
    12. Egorov, Georgy & Enikolopov, Ruben & Makarin, Alexey & Petrova, Maria, 2021. "Divided we stay home: Social distancing and ethnic diversity," Journal of Public Economics, Elsevier, vol. 194(C).
    13. Shuguang Jiang & Qian Wei & Luyao Zhang, 2022. "Individualism Versus Collectivism and the Early-Stage Transmission of COVID-19," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 164(2), pages 791-821, November.
    14. Guilhem Cassan & Marc Sangnier, 2022. "The impact of 2020 French municipal elections on the spread of COVID-19," Journal of Population Economics, Springer;European Society for Population Economics, vol. 35(3), pages 963-988, July.
    15. Fuest, Clemens & Immel, Lea & Neumeier, Florian & Peichl, Andreas, 2023. "Does expert information affect citizens’ attitudes toward Corona policies? Evidence from Germany," European Journal of Political Economy, Elsevier, vol. 78(C).
    16. Bird, Matthew D. & Arispe, Samuel & Muñoz, Paula & Freier, Luisa Feline, 2023. "Trust, social protection, and compliance: Moral hazard in Latin America during the COVID-19 pandemic," Journal of Economic Behavior & Organization, Elsevier, vol. 206(C), pages 279-295.
    17. Michele Valsecchi & Ruben Durante, 2020. "Internal migration and the spread of Covid-19," Working Papers w0276, New Economic School (NES).
    18. Paolo Nicola Barbieri & Beatrice Bonini, 2021. "Political orientation and adherence to social distancing during the COVID-19 pandemic in Italy," Economia Politica: Journal of Analytical and Institutional Economics, Springer;Fondazione Edison, vol. 38(2), pages 483-504, July.
    19. Neha Deopa & Piergiuseppe Fortunato, 2021. "Coronagraben in Switzerland: culture and social distancing in times of COVID-19," Journal of Population Economics, Springer;European Society for Population Economics, vol. 34(4), pages 1355-1383, October.
    20. Juvalta, Sibylle & Speranza, Camilla & Robin, Dominik & El Maohub, Yassmeen & Krasselt, Julia & Dreesen, Philipp & Dratva, Julia & Suggs, L. Suzanne, 2023. "Young people's media use and adherence to preventive measures in the “infodemic”: Is it masked by political ideology?," Social Science & Medicine, Elsevier, vol. 317(C).

    More about this item

    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:wly:hlthec:v:32:y:2023:i:4:p:910-938. 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: Wiley Content Delivery (email available below). General contact details of provider: http://www3.interscience.wiley.com/cgi-bin/jhome/5749 .

    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.