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Echo chambers and social mediators in public advocacy issue networks

https://doi.org/10.1016/j.pubrev.2020.101882Get rights and content

Highlights

  • Explored how politically motivated consumer advocacy was communicated on Twitter.

  • Employed a mixed method combining content analysis and social network analysis.

  • Showed political homophily varied across retweet, mention, and reply networks.

  • Illustrated the dominance of the echo chamber phenomenon.

  • Identified two social mediators, bridgers and echoers, in advocacy communication.

Abstract

The growing trend of politically motivated consumer boycotts and buycotts on social media not only impacts a company’s financial bottom line, but more fundamentally disrupts relationships between the firm and its publics, the cornerstone of public relations (Ferguson, 1984; Sommerfeldt, & Kent, 2015). On a broader level, such politically motivated advocacy is a critical facet of civil society with important implications on the societal role of public relations (Taylor, 2010). In light of the significance of politically motivated consumer advocacy to public relations, a multi-phase, exploratory study was conducted. Study 1 applies content analysis and social network analysis to examine how different interactive mechanisms on social media—retweet, mention, and reply—may affect communication within and between communities of different ideological views surrounding the boycott and buycott issues. Study 2 further explores the challenges and opportunities of fostering exchange of diverse viewpoints by identifying new social mediators—the “echoers” who propel information flow among in-group members, and the “bridgers” who initiate communication with political out-group members—and assess the key network characteristics of these social mediators. The findings of these two studies advance public relations theories on networks, intergroup communication, and civil society by illustrating how social media structure and social mediators shape the networked public discourse to facilitate or inhibit conversations between publics of different ideological orientations.

Introduction

Recognizing the wide-reaching, complicated web of connections across organizations, stakeholder groups, communities, and societies that the practice of public relations is situated in, recent research has questioned the dominant dyadic organization-public relationship (OPR) model to expand the theoretical considerations of public relations in the domain of civil society research. For instance, through an interorganizational network perspective, Sommerfeldt and Kent (2015) extends relationship management theory (Ferguson, 1984) to study how the quality of relationships among civil society organizations, including NGOs, donors, and media, affects the structure of media development in Peru. Distinct from prior research that addresses organization-centric networks (e.g., Sommerfeldt, 2013; Wu & Yang, 2017; Yang & Saffer, 2018), this study focuses on public-centric networks to understand the macro, societal role of public relations (Zhou, 2019) and to deepen the fusion of public relations and civil society research. Specifically, given that “the foundation of civil society is the public” (Taylor, 2010, p. 10), this study examines the networks of civil discourse among grassroot netizens on social media. By illuminating the structure of politically motivated public advocacy networks and identifying the key actors in the constructing and deconstructing of online echo chambers, this study seeks to pinpoint the challenges and opportunities for the exchange of diverse ideas and viewpoints essential to democracy in civil society (Edwards, 2016; Taylor, 2010).

Driving the worldwide trend of “advocacy 2.0” (Obar, Zube, & Lampe, 2012), social media has become the primary platform for civic conversation where different information and ideas are defined, exchanged, contested, and negotiated (Park & Reber, 2008). The hyper-connected, sharing-oriented social media such as Twitter and Facebook are now the primary source of news and information, playing a critical role in public events and movements such as #MeToo (Baccarella, Wagner, Kietzmann, & McCarthy, 2018), and BlackLivesMatter (Mundt, Ross, & Burnett, 2018). Indeed, social media have accelerated the speed of communication and augmented its reach; they have also made it easier to analyze connections and improve our understanding of how networks mediate the emergence of collective action. Research in public relations has examined the effects of social media on various aspects of public advocacy and civic participation, from fostering collective action (You & Hon, 2019) to mobilizing social movements (Xiong, Cho, & Boatwright, 2019). However, few studies in the field have examined the social media advocacy patterns of netizens (Park, Park, Lim, & Park, 2016), and different types and characteristics of online advocates (Himelboim, Golan, Moon, & Suto, 2014), particularly in relation to value-laden, contentious public issues.

To advance theoretical understanding on public advocacy on social media, this study focuses on one of the most prevalent and visible forms of advocacy in the contemporary media landscape: consumers’ politically motivated purchases (i.e., “buycotting,” Neilson, 2010) and withdraw from purchases (i.e., boycotting) to support or punish businesses for sociopolitical reasons (Creswell & Abrams, 2017). Given today’s volatile political climate and divided public opinion, companies are often targets of consumer boycotts or buycotts due to the companies’ or their corporate leaders’ stands in highly divisive sociopolitical issues (Tergis, 2017). Consumer advocacy campaigns such as #GrabYourWallet and #BuyIvanka not only impact a company’s corporate bottom line and reputation, but fundamentally disrupt the relationship between the firm and its stakeholders, the cornerstone of public relations (Hon & Grunig, 1999). More importantly, these politically motivated consumer advocacy campaigns reflect the broader public discourse on polarizing sociopolitical issues with actionable goals and easily identifiable corporate targets.

As both the consumption of information and interactions between citizens are core components of public discourse (Mittelstadt, 2016) and at the heart of civil society (Yang & Taylor, 2013), this research seeks to understand how politically motivated consumer advocacy is communicated and debated via different interactive mechanisms on social media. Specifically, focusing on Twitter, an important medium of social movements (Kharroub & Bas, 2016), this research aims to illuminate the impact of network structure on public discourse (Study 1) and identify the key social mediators (Himelboim et al., 2014) that shape the composition and contestation of public discourse on social media (Study 2).

Results of the two studies contribute to public relations theory development by advancing existing understanding of public advocacy as well as networked public relations. First, the study results expand public relations research in the domain of civil society by examining the phenomenon of ideological echo chambers in the political consumer advocacy context. Second, this research explores how contentious public discourse is shaped by two key social mediators that have not been closely and carefully scrutinized in extant literature: the “echoers” who propel information flow within political in-group members, and the “bridgers” who initiate communication with political out-group members. Third, this research advances the emerging network paradigm in public relations by connecting important social network constructs with theoretical perspectives of intergroup communication as well as bonding versus bridging social capital to understand the configuration of social media advocacy on divisive political issues. Fourth, by examining public-centric networks surrounding controversial political issues, this research expands the literature on organization-centric networks in public relations.

Section snippets

Social network theory and analysis

A majority of previous studies on the topic of public advocacy have focused on addressing the factors driving individual stakeholders’ advocacy intention and behavior towards an organization (e.g., Taylor, Vasquez, & Doorley, 2003). This micro and dyadic level of analysis has yielded useful insights on organization-activist relationships, yet it fails to provide a holistic picture of how a broader range of social actors interact with each other on a macro-level in relation to controversial

The role of social media: reinforcing echo chambers or facilitating exchange of diverse views

Extensive research on the role of social media in civic discourse has documented the positive, empowering, and democratic potential of social media for expediting community building and encouraging civic participation. Constructs such as “networked politics” and “networked social movements” have been dominant themes in the study of political protests and collective action (Faris, 2013). However, González-Bailón and Wang (2016) astutely point out that prior research often assumes the fluid, free

Study 2: echoers and bridgers as new social mediators

Study 1 identified varied levels of political homophily across the three interaction networks on Twitter, documented the echo chamber phenomenon in the retweet and mention networks, and revealed the importance of the reply network for intergroup communication. To further explore the challenges and opportunities of intergroup communication among users of opposite political ideologies, Study 2 conceptualizes and compares two types of social mediators: (1) “echoers” who only interact with

General discussions

Recognizing the significance of politically motivated consumer advocacy to public relations practice in today’s volatile political climate, this study adopts an integrative framework incorporating important concepts from intergroup communication, social network theory, consumer advocacy to advance public relations research in the context of civil society. Specifically, it expands social network research and public advocacy literature in public relations by providing one of the earliest

Declaration of Competing Interest

None.

Wan-Hsiu Sunny Tsai, PhD, is an associate professor in the Department of Strategic Communication at the University of Miami. Her research interests are in minority-targeted advertising, international marketing, social media engagement, and critical cultural studies. She has published in Journal of Advertising, Journal of Public Relations Research, Journal of Interactive Advertising,Consumption Markets and Culture, among others. Her works were recognized with top paper awards from the American

References (78)

  • D. Wu et al.

    China’s public diplomatic networks on the Ebola issue in West Africa: Issues management in a network society

    Public Relations Review

    (2017)
  • Y. Xiong et al.

    Hashtag activism and message frames among social movement organizations: Semantic network analysis and thematic analysis of Twitter during the# MeToo movement

    Public Relations Review

    (2019)
  • A. Yang et al.

    The relationship between the professionalization of public relations, societal social capital and democracy: Evidence from a cross-national study

    Public Relations Review

    (2013)
  • R. An et al.

    Assessing the network of agencies in local communities that promote healthy eating and lifestyles among populations with limited resources

    American Journal of Health Behavior

    (2017)
  • P. Barberá

    Birds of the same feather tweet together: Bayesian ideal point estimation using Twitter data

    Political Analysis

    (2015)
  • P. Barberá

    How social media reduces mass political polarization? Evidence from Germany, Spain, and the United States

    Paper Presented at American Political Science Association Annual Meeting

    (2015)
  • M.A. Beam et al.

    Facebook news and (de) polarization: Reinforcing spirals in the 2016 US election

    Information, Communication and Society

    (2018)
  • A. Boutyline et al.

    The social structure of political echo chambers: Variation in ideological homophily in online networks

    Political Psychology

    (2017)
  • D. boyd et al.

    Tweet, tweet, retweet: Conversational aspects of retweeting on twitter

    Proceedings of the Hawaii International Conference on System Sciences (HICSS)

    (2010)
  • I. Bucholtz

    Bridging bonds: Latvian migrants’ interpersonal ties on social networking sites

    Media, Culture & Society

    (2019)
  • R.S. Burt

    Structural holes: The social structure of competition

    (1992)
  • M. Chan

    Partisan strength and social media use among voters during Hong Kong legislative council election: Examining the roles of ambivalence and disagreement

    Journalism & Mass Communication Quarterly

    (2018)
  • C.H. Chan et al.

    The relationship between cyberbalkanization and opinion polarization: Time-series analysis on Facebook pages and opinion polls during the Hong Kong Occupy Movement and the associated debate on political reform

    Journal of Computer-Mediated Communication

    (2017)
  • R. Cohen et al.

    Classifying political orientation on Twitter: It’s not easy

    Seventh International AAAI Conference on Weblogs and Social Media

    (2013)
  • E. Colleoni et al.

    Echo chamber or public sphere? Predicting political orientation and measuring political homophily in Twitter using big data

    Journal of Communication

    (2014)
  • M. Conover et al.

    Political polarization on twitter

    ICWSM

    (2011)
  • J. Creswell et al.

    Shopping becomes a political act in the Trump era

    (2017)
  • M.L. Doerfel et al.

    Network dynamics of interorganizational cooperation: The Croatian civil society movement

    Communication Monographs

    (2004)
  • E. Dubois et al.

    The echo chamber is overstated: The moderating effect of political interest and diverse media

    Information, Communication & Society

    (2018)
  • L. Edwards

    The role of public relations in deliberative systems

    Journal of Communication

    (2016)
  • D.M. Faris

    Dissent and revolution in a digital age: Social media, blogging and activism in Egypt

    (2013)
  • M.A. Ferguson

    Building theory in public relations: interorganizational relationships as a public relations paradigm

    Paper Presented at the Annual Meeting of AEJMC, Public Relations Division

    (1984)
  • T.M.J. Fruchterman et al.

    Graph drawing by force-directed placement

    Software Practice and Experience

    (1991)
  • H. Fussell et al.

    The relationship between social capital, transaction costs, and organizational outcomes: A case study

    Corporate Communications: An International Journal

    (2006)
  • G.J. Golan et al.

    Can World System Theory predict news flow on twitter? The case of government-sponsored broadcasting

    Information, Communication & Society

    (2016)
  • P.A. Grabowicz et al.

    Social features of online networks: The strength of intermediary ties in online social media

    PloS One

    (2012)
  • T. Graham et al.

    New platform, old habits? Candidates’ use of Twitter during the 2010 British and Dutch general election campaigns

    New Media & Society

    (2016)
  • R.A. Hanneman et al.

    Introduction to social network methods

    (2005)
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    Wan-Hsiu Sunny Tsai, PhD, is an associate professor in the Department of Strategic Communication at the University of Miami. Her research interests are in minority-targeted advertising, international marketing, social media engagement, and critical cultural studies. She has published in Journal of Advertising, Journal of Public Relations Research, Journal of Interactive Advertising,Consumption Markets and Culture, among others. Her works were recognized with top paper awards from the American Academy of Advertising, Association for Education in Journalism and Mass Communication, National Communication Association, Public Relations Society of America, and the International Public Relations Research Conference.

    Weiting Tao, PhD, is an assistant professor in the Department of Strategic Communication at the University of Miami. Her primary research area is corporate public relations, which includes corporate social responsibility, corporate ability, crisis communication and management, cross cultural strategic communication, corporate reputation and relationship management, and social media strategies. Dr. Tao has published in scholarly journals such as Communication Research, Public Relations Review, Journal of Communication Management, International Journal of Strategic Communication, and European Sport Management Quarterly.

    Ching-Hua Chuan, PhD, is a research associate professor of interactive media at University of Miami. She received her PhD in computer science from University of Southern California (Los Angeles, CA, USA) Viterbi School of Engineering. Dr. Chuan’s research interests include artificial intelligence, machine learning, music information retrieval and audio signal processing. She has published refereed articles in journals and conferences on audio content analysis, style-specific music generation, machine learning applications, and music and multimedia information retrieval.

    Cheng Hong, PhD, is an assistant professor of advertising at the Richard T. Robertson School of Media and Culture at Virginia Commonwealth University. She received her PhD in Strategic Communication from University of Miami. Her research interests include brand activism, consumer boycott and “buycott” behaviors, corporate social responsibility, and computer-mediated communication. Her work has been published in several top refereed journals such as Journalism & Mass Communication Quarterly, Journal of Advertising, Internet Research, Computers in Human Behavior, Journal of Language and Social Psychology, among others.

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