Vaccination homophily in ego contact networks during the COVID-19 pandemic

被引:0
作者
Stefkovics, Adam [1 ,2 ]
Albert, Fruzsina [3 ,4 ]
Ligeti, Anna Sara [1 ]
David, Beata [3 ,4 ]
Rudas, Szilvia [1 ]
Koltai, Julia [1 ,5 ]
机构
[1] HUN REN Ctr Social Sci, Natl Lab Hlth Secur, Budapest, Hungary
[2] Harvard Univ, IQSS, Cambridge, MA USA
[3] HUN REN Ctr Social Sci, Inst Sociol, Budapest, Hungary
[4] Semmelweis Univ, Inst Mental Hlth, Budapest, Hungary
[5] Eotvos Lorand Univ, Fac Social Sci, Dept Social Res Methodol, Budapest, Hungary
关键词
Ego networks; Contact diary; Homophily; Vaccine hesitancy; COVID-19; COLLEGE-STUDENTS; SOCIAL NETWORKS; ORGANIZATIONS; DISPARITIES; INTENTIONS; SIMILARITY; CONTAGION; DIFFUSION; ATTITUDES; STRENGTH;
D O I
10.1038/s41598-024-65986-2
中图分类号
O [数理科学和化学]; P [天文学、地球科学]; Q [生物科学]; N [自然科学总论];
学科分类号
07 ; 0710 ; 09 ;
摘要
Vaccine hesitancy is an inevitable risk for societies as it contributes to outbreaks of diseases. Prior research suggests that vaccination decisions of individuals tend to spread within social networks, resulting in a tendency to vaccination homophily. The clustering of individuals resistant to vaccination can substantially make the threshold necessary to achieve herd immunity harder to reach. In this study, we examined the extent of vaccination homophily among social contacts and its association with vaccine uptake during the COVID-19 pandemic in Hungary using a contact diary approach in two cross-sectional surveys. The results indicate strong clustering among both vaccinated and unvaccinated groups. The most powerful predictor of vaccine uptake was the perceived vaccination rate within the egos' social contact network. Vaccination homophily and the role of the interpersonal contact network in vaccine uptake were particularly pronounced in the networks of close relationships, including family, kinship, and strong social ties of the ego. Our findings have important implications for understanding COVID-19 spread dynamics by showing that the strong clustering of unvaccinated individuals posed a great risk in preventing the spread of the disease.
引用
收藏
页数:12
相关论文
共 90 条
[1]   The importance of Social Norms against Strategic Effects: The case of Covid-19 vaccine uptake [J].
Agranov, Marina ;
Elliott, Matt ;
Ortoleva, Pietro .
ECONOMICS LETTERS, 2021, 206
[2]   THE THEORY OF PLANNED BEHAVIOR [J].
AJZEN, I .
ORGANIZATIONAL BEHAVIOR AND HUMAN DECISION PROCESSES, 1991, 50 (02) :179-211
[3]   Spatial clustering in vaccination hesitancy: The role of social influence and social selection [J].
Alvarez-Zuzek, Lucila G. ;
Zipfel, Casey M. ;
Bansal, Shweta .
PLOS COMPUTATIONAL BIOLOGY, 2022, 18 (10)
[4]   Polarization in COVID-19 Vaccine Discussion Networks [J].
Amlani, Sharif ;
Kiesel, Spencer ;
Butters, Ross .
AMERICAN POLITICS RESEARCH, 2023, 51 (02) :260-273
[5]  
[Anonymous], 1962, DIFFUSION INNOVATION
[6]   Distinguishing influence-based contagion from homophily-driven diffusion in dynamic networks [J].
Aral, Sinan ;
Muchnik, Lev ;
Sundararajan, Arun .
PROCEEDINGS OF THE NATIONAL ACADEMY OF SCIENCES OF THE UNITED STATES OF AMERICA, 2009, 106 (51) :21544-21549
[7]   The role of vaccine status homophily in the COVID-19 pandemic: a cross-sectional survey with modelling [J].
Are, Elisha B. ;
Card, Kiffer G. ;
Colijn, Caroline .
BMC PUBLIC HEALTH, 2024, 24 (01)
[8]   COVID-19 Vaccine Hesitancy-A Scoping Review of Literature in High-Income Countries [J].
Aw, Junjie ;
Seng, Jun Jie Benjamin ;
Seah, Sharna Si Ying ;
Low, Lian Leng .
VACCINES, 2021, 9 (08)
[9]  
Bidart C, 2020, STRUC AN S, P1, DOI 10.1017/9781108882392
[10]  
Blau PeterM., 1994, Structural Contexts of Opportunities