IDEAS home Printed from https://ideas.repec.org/a/spr/jcsosc/v7y2024i1d10.1007_s42001-023-00232-9.html
   My bibliography  Save this article

Regional contagion in health behaviors: evidence from COVID-19 vaccination modeling in England with social network theorem

Author

Listed:
  • Yiang Li

    (University of Chicago)

  • Xingzuo Zhou

    (University College London)

  • Zejian Lyu

    (University of Chicago)

Abstract

Social contagion is a key mechanism that shapes health behaviors, but few studies have applied this approach at the regional level to examine how vaccination beliefs and rates vary and diffuse across geographic areas. Building upon the traditional SIR model, this paper addresses this gap by applying social network theory to a new compartmental model to simulate regional contagion in COVID-19 vaccination rates in England, using panel data of new and accumulated vaccination numbers from December 2020 to June 2022. This Social Network Vaccination Rate (SNVR) model estimates each region’s initial and changing vaccination beliefs and their mutual influence on each other. The results reveal that remote regions had higher initial vaccination beliefs and stronger spillover effects on other regions such as London with more population diversity. The paper suggests that policies to increase vaccination rates should consider the heterogeneity and peer effects among regions that collectively affect vaccination beliefs. The paper also discusses the limitations of the network model and directions for future research.

Suggested Citation

  • Yiang Li & Xingzuo Zhou & Zejian Lyu, 2024. "Regional contagion in health behaviors: evidence from COVID-19 vaccination modeling in England with social network theorem," Journal of Computational Social Science, Springer, vol. 7(1), pages 197-216, April.
    • Handle: RePEc:spr:jcsosc:v:7:y:2024:i:1:d:10.1007_s42001-023-00232-9
    DOI: 10.1007/s42001-023-00232-9
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s42001-023-00232-9
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s42001-023-00232-9?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
    ---><---

    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. Martin Piotrowski, 2006. "‘The Effect of Social Networks at Origin Communities on Migrant Remittances: Evidence from Nang Rong District’," European Journal of Population, Springer;European Association for Population Studies, vol. 22(1), pages 67-94, March.
    2. Sinan Aral & Christos Nicolaides, 2017. "Exercise contagion in a global social network," Nature Communications, Nature, vol. 8(1), pages 1-8, April.
    3. Sahil Loomba & Alexandre Figueiredo & Simon J. Piatek & Kristen Graaf & Heidi J. Larson, 2021. "Measuring the impact of COVID-19 vaccine misinformation on vaccination intent in the UK and USA," Nature Human Behaviour, Nature, vol. 5(3), pages 337-348, March.
    4. Essam A. Rashed & Akimasa Hirata, 2021. "Infectivity Upsurge by COVID-19 Viral Variants in Japan: Evidence from Deep Learning Modeling," IJERPH, MDPI, vol. 18(15), pages 1-15, July.
    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. Kazi Omar Siddiqi, 2024. "Impact of technostress and work-family conflict on turnover intention among nurses in Bangladesh: a moderation effect of perceived supervisor support," Journal of Computational Social Science, Springer, vol. 7(2), pages 2005-2028, October.

    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. Giulietti, Corrado & Vlassopoulos, Michael & Zenou, Yves, 2021. "When Reality Bites: Local Deaths and Vaccine Take-Up," GLO Discussion Paper Series 999, Global Labor Organization (GLO).
    2. Yi Cao & Tao Zhou & Jian Gao, 2024. "Heterogeneous peer effects of college roommates on academic performance," Nature Communications, Nature, vol. 15(1), pages 1-11, December.
    3. Michael P. Leung, 2023. "Network Cluster‐Robust Inference," Econometrica, Econometric Society, vol. 91(2), pages 641-667, March.
    4. Narae Kim & Jeong-Nam Kim, 2024. "A COVID-19 Paradox of Communication, Ignorance, and Vaccination Intention," SAGE Open, , vol. 14(3), pages 21582440241, September.
    5. Ronnie Das & Wasim Ahmed, 2022. "Rethinking Fake News: Disinformation and Ideology during the time of COVID-19 Global Pandemic," IIM Kozhikode Society & Management Review, , vol. 11(1), pages 146-159, January.
    6. Di Lizia, Adam, 2024. "Social Influence in Online Reviews : Evidence from the Steam Store," The Warwick Economics Research Paper Series (TWERPS) 1505, University of Warwick, Department of Economics.
    7. Nattakit Yuduang & Ardvin Kester S. Ong & Yogi Tri Prasetyo & Thanatorn Chuenyindee & Poonyawat Kusonwattana & Waranya Limpasart & Thaninrat Sittiwatethanasiri & Ma. Janice J. Gumasing & Josephine D. , 2022. "Factors Influencing the Perceived Effectiveness of COVID-19 Risk Assessment Mobile Application “MorChana” in Thailand: UTAUT2 Approach," IJERPH, MDPI, vol. 19(9), pages 1-19, May.
    8. Kejriwal, Saransh & Sheth, Sarjan & Silpa, P.S. & Sarkar, Sumit & Guha, Apratim, 2022. "Attaining herd immunity to a new infectious disease through multi-stage policies incentivising voluntary vaccination," Chaos, Solitons & Fractals, Elsevier, vol. 154(C).
    9. Angerer, Silvia & Glätzle-Rützler, Daniela & Lergetporer, Philipp & Rittmannsberger, Thomas, 2023. "How does the vaccine approval procedure affect COVID-19 vaccination intentions?," European Economic Review, Elsevier, vol. 158(C).
    10. László Lőrincz & Guilherme Kenji Chihaya & Anikó Hannák & Dávid Takács & Balázs Lengyel & Rikard Eriksson, 2020. "Global Connections And The Structure Of Skills In Local Co-Worker Networks," CERS-IE WORKING PAPERS 2034, Institute of Economics, Centre for Economic and Regional Studies.
    11. Ahmad Naoras Bitar & Mohammed Zawiah & Fahmi Y Al-Ashwal & Mohammed Kubas & Ramzi Mukred Saeed & Rami Abduljabbar & Ammar Ali Saleh Jaber & Syed Azhar Syed Sulaiman & Amer Hayat Khan, 2021. "Misinformation, perceptions towards COVID-19 and willingness to be vaccinated: A population-based survey in Yemen," PLOS ONE, Public Library of Science, vol. 16(10), pages 1-14, October.
    12. Pinar Yildirim & Yanhao Wei & Christophe Bulte & Joy Lu, 2020. "Social network design for inducing effort," Quantitative Marketing and Economics (QME), Springer, vol. 18(4), pages 381-417, December.
    13. Jiang, Peng & Klemeš, Jiří Jaromír & Fan, Yee Van & Fu, Xiuju & Tan, Raymond R. & You, Siming & Foley, Aoife M., 2021. "Energy, environmental, economic and social equity (4E) pressures of COVID-19 vaccination mismanagement: A global perspective," Energy, Elsevier, vol. 235(C).
    14. Basu, Arnab K. & Chau, Nancy H. & Firsin, Oleg, 2023. "Social Connections and COVID-19 Vaccination," IZA Discussion Papers 16307, Institute of Labor Economics (IZA).
    15. Zakiyyah, Varachia, 2018. "Literature Review of Migration and Development," MPRA Paper 106444, University Library of Munich, Germany, revised 2018.
    16. Bello, Piera & Rocco, Lorenzo, 2022. "Education and COVID-19 excess mortality," Economics & Human Biology, Elsevier, vol. 47(C).
    17. Carlos Fernández-Loría & Maxime C. Cohen & Anindya Ghose, 2023. "Evolution of Referrals over Customers’ Life Cycle: Evidence from a Ride-Sharing Platform," Information Systems Research, INFORMS, vol. 34(2), pages 698-720, June.
    18. Ophelia Amo & Wisdom Akpalu & Daniel K. Twerefou & Godfred A. Bokpin, 2022. "Estimating the Economic Value of Health Walk on the Accra-Aburi Mountains Walkway in Ghana: An Individual Travel Cost Approach," International Journal of Research and Scientific Innovation, International Journal of Research and Scientific Innovation (IJRSI), vol. 9(1), pages 75-85, January.
    19. Thanatorn Chuenyindee & Ardvin Kester S. Ong & Yogi Tri Prasetyo & Satria Fadil Persada & Reny Nadlifatin & Thaninrat Sittiwatethanasiri, 2022. "Factors Affecting the Perceived Usability of the COVID-19 Contact-Tracing Application “Thai Chana” during the Early COVID-19 Omicron Period," IJERPH, MDPI, vol. 19(7), pages 1-16, April.
    20. Fulian Yin & Meiqi Ji & Zhongliang Yang & Zhaoliang Wu & Xinyu Xia & Tongtong Xing & Yuwei She & Zhiwen Hu, 2022. "Exploring the determinants of global vaccination campaigns to combat COVID-19," Palgrave Communications, Palgrave Macmillan, vol. 9(1), pages 1-13, December.

    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:spr:jcsosc:v:7:y:2024:i:1:d:10.1007_s42001-023-00232-9. 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: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    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.