Ross Butters’s research while affiliated with University of California, Davis and other places

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Publications (2)


Polarization in COVID-19 Vaccine Discussion Networks
  • Article

January 2023

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5 Reads

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7 Citations

American Politics Research

Sharif Amlani

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Spencer Kiesel

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Ross Butters

The emergence of COVID-19 spurred the fastest development of a vaccine in history. Yet, a large proportion of Americans remain hesitant to receive it. Our paper investigates how the social networks we inhabit might explain persistent vaccine hesitancy. We argue that the COVID-19 vaccination status of respondents’ closest associates inhibits or motivates their decision to receive a COVID-19 vaccine. To test our argument, we conduct an original survey asking respondents a battery of questions about the people with whom individuals most frequently discuss vaccines and COVID-19. Our survey reports that individuals’ discussion networks are polarized by vaccination status. Concurrently, there is a strong association between the social network’s vaccination status and the respondent’s vaccination status. This association is so robust that partisanship does not moderate the association between discussants’ vaccination status and respondents’ vaccination status. Together, our results imply that unvaccinated individuals remain hesitant because they face reinforcing social pressure from their closest associates. The unique timing of our survey, during an unprecedented vaccination campaign against a novel disease, offers a snapshot of how relationships may affect attitudes.


Level of homogeneity within Democrat and Republican voter communication networks, 2000 ANES and 2016 CCES
Level of heterogeneity within Democrat and Republican voter communication networks, 2000 ANES and 2016 CCES
Predicted proportion of Democratic supporters in discussion network by respondent party identification, year, and county partisan composition
Estimates of ideological bias by discussion network composition. Larger positive (negative) values of the distortion parameter indicates a stronger leftward (rightward) skew in respondents’ ideological perceptions
Polarized Networks? New Evidence on American Voters’ Political Discussion Networks
  • Article
  • Publisher preview available

September 2020

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145 Reads

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26 Citations

Political Behavior

An important mechanism of mass political polarization involves citizens’ social networks: how politically homogeneous are they, how has this changed over recent years, and which individual and contextual variables predict the degree of homogeneity in social networks? Moreover, what are the consequences of network homophily on political preferences and in and out-group perceptions? In this paper, we address these questions by combining data from the 2000 American National Election Study and original data from the 2016 Cooperative Congressional Election Study. Both surveys ask respondents a battery of questions about the individuals with whom they most frequently discuss politics, including perceived vote choice and level of political knowledge. Using these data, we offer an updated empirical assessment of how polarization is influencing—and is influenced by—social network homophily.

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Citations (2)


... Socio-demographic factors 53,55-57 , institutional trust 58 , attitudes 59,60 , religiosity, political ideology, media environment-related factors, and previous vaccination history 55,59,61 can all affect one's decision. Although the importance of interpersonal factors, such as having anyone close directly affected by COVID-19 62 , or knowing someone who died of COVID-19 63 has been given some attention, the potential role of interpersonal networks has been limited (for exceptions, see [64][65][66] demonstrated that people with similar opinions about COVID-19 vaccination tend to cluster together in personal networks. Furthermore, Are et al. 67 have found a higher level of observed COVID-19-related vaccination homophily among household contacts compared to non-household contacts, and vaccine homophily seems to decrease as social network size increases. ...

Reference:

Vaccination homophily in ego contact networks during the COVID-19 pandemic
Polarization in COVID-19 Vaccine Discussion Networks
  • Citing Article
  • January 2023

American Politics Research

... This widening animosity between the groups is referred to as affective polarization (Iyengar et al. 2019;Levendusky and Malhotra 2016). Partisans increasingly avoid the outgroup (people who identify as members of the opposing party), preferring the ingroup (people who identify as members of the same party; Butters and Hare 2020). This phenomenon is not unique to the US-globally, there is increasing perceptions of extremism on the right and left of the political spectrum (Higgins 2024;Reiljan 2019;Sarsfield et al. 2024;Yuhas 2024), often tied to division between specific political parties (McCarthy et al. 2024). ...

Polarized Networks? New Evidence on American Voters’ Political Discussion Networks

Political Behavior