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Homophily and infections: static and dynamic effects

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  • Matteo Bizzarri
  • Fabrizio Panebianco
  • Paolo Pin

Abstract

We analyze the effect of homophily in the diffusion of a harmful state between two groups of agents that differ in immunization rates. Homophily has a very different impact on the steady state infection level (that is increasing in homophily when homophily is small, and decreasing when high), and on the cumulative number of infections generated by a deviation from the steady state (that, instead, is decreasing in homophily when homophily is small, and increasing when high). If immunization rates are endogenous, homophily has the opposite impact on the two groups. However, the sign of the group-level impact is the opposite if immunization is motivated by infection risk or by peer pressure. If motivations are group-specific, homophily can be harmful to both groups.

Suggested Citation

  • Matteo Bizzarri & Fabrizio Panebianco & Paolo Pin, 2023. "Homophily and infections: static and dynamic effects," Papers 2304.11934, arXiv.org, revised Aug 2024.
  • Handle: RePEc:arx:papers:2304.11934
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    1. Xavier Gabaix & Jean‐Michel Lasry & Pierre‐Louis Lions & Benjamin Moll, 2016. "The Dynamics of Inequality," Econometrica, Econometric Society, vol. 84, pages 2071-2111, November.
    2. Rowthorn, Robert & Toxvaerd, Flavio, 2012. "The Optimal Control of Infectious Diseases via Prevention and Treatment," CEPR Discussion Papers 8925, C.E.P.R. Discussion Papers.
    3. Bognanni, Mark & Hanley, Doug & Kolliner, Daniel & Mitman, Kurt, 2020. "Economics and Epidemics: Evidence from an Estimated Spatial Econ-SIR Model," IZA Discussion Papers 13797, Institute of Labor Economics (IZA).
    4. repec:plo:pone00:0186492 is not listed on IDEAS
    5. Daron Acemoglu & Victor Chernozhukov & Iván Werning & Michael D. Whinston, 2021. "Optimal Targeted Lockdowns in a Multigroup SIR Model," American Economic Review: Insights, American Economic Association, vol. 3(4), pages 487-502, December.
    6. Sergio Currarini & Matthew O. Jackson & Paolo Pin, 2009. "An Economic Model of Friendship: Homophily, Minorities, and Segregation," Econometrica, Econometric Society, vol. 77(4), pages 1003-1045, July.
    7. Brotherhood, Luiz & Kircher, Philipp & Santos, Cezar & Tertilt, Michele, 2024. "Optimal Age-based Policies for Pandemics: An Economic Analysis of Covid-19 and Beyond," LIDAM Discussion Papers CORE 2024012, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    8. Andrea Galeotti & Brian W. Rogers, 2013. "Strategic Immunization and Group Structure," American Economic Journal: Microeconomics, American Economic Association, vol. 5(2), pages 1-32, May.
    9. Emily Oster & Rebecca Thornton, 2012. "Determinants Of Technology Adoption: Peer Effects In Menstrual Cup Take-Up," Journal of the European Economic Association, European Economic Association, vol. 10(6), pages 1263-1293, December.
    10. Toxvaerd, Flavio & Rowthorn, Robert, 2022. "On the management of population immunity," Journal of Economic Theory, Elsevier, vol. 204(C).
    11. Esther Duflo & Emmanuel Saez, 2003. "The Role of Information and Social Interactions in Retirement Plan Decisions: Evidence from a Randomized Experiment," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(3), pages 815-842.
    12. Alan T. Sorensen, 2006. "Social learning and health plan choice," RAND Journal of Economics, RAND Corporation, vol. 37(4), pages 929-945, December.
    13. Benjamin Golub & Matthew O. Jackson, 2012. "How Homophily Affects the Speed of Learning and Best-Response Dynamics," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 127(3), pages 1287-1338.
    14. Ryoko Sato & Yoshito Takasaki, 2019. "Peer Effects on Vaccination Behavior: Experimental Evidence from Rural Nigeria," Economic Development and Cultural Change, University of Chicago Press, vol. 68(1), pages 93-129.
    15. Luca P. Merlino & Paolo Pin & Nicole Tabasso, 2023. "Debunking Rumors in Networks," American Economic Journal: Microeconomics, American Economic Association, vol. 15(1), pages 467-496, February.
    16. Goyal, Sanjeev & Vigier, Adrien, 2015. "Interaction, protection and epidemics," Journal of Public Economics, Elsevier, vol. 125(C), pages 64-69.
    17. Jackson, Matthew O. & López-Pintado, Dunia, 2013. "Diffusion and contagion in networks with heterogeneous agents and homophily," Network Science, Cambridge University Press, vol. 1(1), pages 49-67, April.
    18. Alan T. Sorensen, 2006. "Social learning and health plan choice," RAND Journal of Economics, The RAND Corporation, vol. 37(4), pages 929-945, December.
    19. repec:aoj:woscre:v:2:y:2015:i:1:p:10-16:id:746 is not listed on IDEAS
    20. Farboodi, Maryam & Jarosch, Gregor & Shimer, Robert, 2021. "Internal and external effects of social distancing in a pandemic," Journal of Economic Theory, Elsevier, vol. 196(C).
    21. Simen Markussen & Knut Røed, 2015. "Social Insurance Networks," Journal of Human Resources, University of Wisconsin Press, vol. 50(4), pages 1081-1113.
    22. Talamàs, Eduard & Vohra, Rakesh, 2020. "Free and perfectly safe but only partially effective vaccines can harm everyone," Games and Economic Behavior, Elsevier, vol. 122(C), pages 277-289.
    23. Luiz Brotherhood & Philipp Kircher & Cezar Santos & Michéle Tertilt, 2020. "An Economic Model of the COVID-19 Pandemic With Young and Old Agents: Behavior, Testing and Policies," CRC TR 224 Discussion Paper Series crctr224_2020_175v2, University of Bonn and University of Mannheim, Germany.
    24. Julie Berry Cullen & Maria K. Humlum & Agne Suziedelyte & Peter Rønø Thingholm, 2023. "Direct and Spillover Effects of Provider Vaccination Facilitation," NBER Working Papers 30951, National Bureau of Economic Research, Inc.
    25. Godlonton, Susan & Thornton, Rebecca, 2012. "Peer effects in learning HIV results," Journal of Development Economics, Elsevier, vol. 97(1), pages 118-129.
    26. Arun G. Chandrasekhar & Paul Goldsmith-Pinkham & Matthew O. Jackson & Samuel Thau, 2021. "Interacting regional policies in containing a disease," Proceedings of the National Academy of Sciences, Proceedings of the National Academy of Sciences, vol. 118(19), pages 2021520118-, May.
    27. Bisin, Alberto & Gottardi, Piero, 2021. "Efficient policy interventions in an epidemic," Journal of Public Economics, Elsevier, vol. 200(C).
    28. Luiz Brotherhood & Philipp Kircher & Cezar Santos & Michèle Tertilt, 2024. "Optimal Age-based Policies for Pandemics: An Economic Analysis of Covid-19 and Beyond," NBER Working Papers 32558, National Bureau of Economic Research, Inc.
    29. Yoko Ibuka & Jun-ichi Itaya & Naomi Miyazato, 2018. "An Analysis of Peer Effects on Vaccination Behavior Using a Model of Privately Provided Public Goods," CESifo Working Paper Series 6933, CESifo.
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    Cited by:

    1. Thuilliez, Josselin & Touré, Nouhoum, 2024. "Opinions and vaccination during an epidemic," Journal of Mathematical Economics, Elsevier, vol. 111(C).
    2. Josselin Thuilliez & Nouhoum Touré, 2024. "Opinions and vaccination during an epidemic," Post-Print hal-04490900, HAL.
    3. Josselin Thuilliez & Nouhoum Touré, 2024. "Opinions and vaccination during an epidemic," Université Paris1 Panthéon-Sorbonne (Post-Print and Working Papers) hal-04490900, HAL.

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    JEL classification:

    • D62 - Microeconomics - - Welfare Economics - - - Externalities
    • D85 - Microeconomics - - Information, Knowledge, and Uncertainty - - - Network Formation
    • I12 - Health, Education, and Welfare - - Health - - - Health Behavior
    • I18 - Health, Education, and Welfare - - Health - - - Government Policy; Regulation; Public Health

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