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Y Hsiao

Biographic Data

ID37408
NAMEY Hsiao
GIVEN NAMESY
FAMILY NAMEHsiao
SIGNATUREHSIAO Y
AFFILIATIONSUniversity of Washington
ORCID0000-0002-8342-4938
VERIFIEDYes
TOTAL WORKS24
TOTAL CITATIONS110
WORKS AS AUTHOR24
WORKS AS EDITOR0
FIRST PUBLICATION YEAR2018
LATEST PUBLICATION YEAR2026
H-INDEX5
  • Network Agenda Setting, or Networked Framing? (Non)correspondence Between User and Right-Wing Media Semantic Networks on YouTube

    Open Access•Y Hsiao, Matthew Hindman•ARTICLE•Communication Research•2026

    How does media shape and reflect right-wing rhetoric in the U.S.? Theories of media effects have moved towards networked approaches to agenda setting and framing, but it remains uncertain how issue attributes or frames emerge in the U.S. media ecosystem in which users themselves can shape political rhetoric through discussion on social media. We provide the largest test to date of the different predictions of networked agenda setting (NAS) theory…

  • The Influence “Paradox”

    Open Access•Y Hsiao, Nicholas A Christakis•ARTICLE•American Sociological Review•2026

    The diffusion of behaviors and ideas is a core concern in many fields and highly relevant to collective action and innovation adoption. A common assumption is that well-connected individuals within social networks are especially influential and so are good targets to initiate behavioral interventions. Here, we argue that the effectiveness of network-based targeting depends on how social ties are organized within a network. We theorize that there …

  • Why people perceive protest violence differently

    Open Access•Y Hsiao, L Lui•ARTICLE•Social Science Research•2026•References: 49

    Scholars and activists have long debated whether violent protest tactics help or hinder social movements. Recent research suggests, however, that whether a protest is perceived as violent is often a matter of subjective interpretation rather than objective assessment. Building on this perspective, we examine how perceptions of protest violence vary across political contexts by comparing three societies with distinct protest histories and institut…

  • Dynamic Public Perceptions of and Media Influences on Military Threats to Taiwan

    Open Access•Chingching Chang, Y Hsiao et al.•ARTICLE•Communication Research•2025

    To understand dynamic public perceptions of the potential military threat posed by China among Taiwanese audiences, the current study considers daily military data, news coverage on major websites, and online forum discussions, along with public opinion surveys. Time-series data for 7 months, integrated into vector autoregression models, support tests of pathways involving (a) changes in factual data to salience in news coverage, (b) changes in n…

  • Responses to contested information amid polarized politics

    Scott Radnitz, Y Hsiao•ARTICLE•Information Communication & Society•2025

    People increasingly encounter news in politicized spaces online, where various actors contest the veracity of information. This paper assesses how the context surrounding claims of disinformation shapes people’s beliefs. We conducted original survey experiments in the US and Taiwan, randomly varying the identities of the actors alleging disinformation and those supposedly spreading disinformation. Our framework advances on previous work by incorp…

  • How heterogeneous social influences affect tolerance of “violent” tactics

    Open Access•Y Hsiao, L Lui•ARTICLE•Communication and the Public•2025•References: 22

    Under what conditions do violent tactics receive public support? Focusing on the process of social influence, this article utilizes a survey on the 2019 Hong Kong Anti-Extradition Bill Movement to test how social interactions with people with different orientations toward the movement (opposing, neutral, supportive) relate to individuals’ tolerance of violent tactics. Social interactions with neutral people generated the largest effect, as such i…

  • Toxicity and Moral Rhetoric in Video- and Text-Based Digital Platforms

    Y Hsiao, Chingching Chang et al.•ARTICLE•Political Communication•2025•References: 18

  • Competing social influence in contested diffusion

    Open Access•Sascha O Becker, Sascha Becker et al.•ARTICLE•Social Forces•2025•References: 66

    The spread of radical institutional change does not often result from one-sided pro-innovation influence; countervailing influence networks in support of the status quo can suppress adoption. We develop a model of multiplex and competing network diffusion to describe how competing actors compete through multiple types of networks. Specifically, we hypothesize three types of contested diffusion: market competition, inoculation, and firefighting. T…

  • Ideational diffusion and the great witch hunt in Central Europe

    Open Access•Kerice Doten-Snitker, Pfaff et al.•ARTICLE•Theory and Society•2024•Cited by: 1•References: 29

    The great upsurge of witch trials in early modern Europe remains a historical puzzle. Popularly known as the “witch craze”, this eruption of persecution is puzzling because belief in witchcraft had existed for centuries, but large-scale witch-hunting appeared rather abruptly, spread widely, and was remarkably brutal in comparison with the past. We define a theory of ideational diffusion to describe the general process of the emergence and spread …

  • Exit-Voice Dynamics

    Open Access•L Lui, Y Hsiao•ARTICLE•International Migration Review•2024•Cited by: 1•References: 40

    Does people's greater intention to migrate deter them from participating in protests? How does protest participation shape intention to migrate? How does the relationship between migration intention and protest change amidst Hong Kong's transition to authoritarianism? Drawing upon Hirschman's exit-voice theory, this study examines the relationship between protest and migration intentions against the changing context across time. We use a time-ser…

  • Modeling the Bias of Digital Data

    Open Access•Y Hsiao, Lee Fiorio et al.•ARTICLE•Sociological Methods & Research•2024•Cited by: 2•References: 32

    Obtaining reliable and timely estimates of migration flows is critical for advancing the migration theory and guiding policy decisions, but it remains a challenge. Digital data provide granular information on time and space, but do not draw from representative samples of the population, leading to biased estimates. We propose a method for combining digital data and official statistics by using the official statistics to model the spatial and temp…

  • Politics matters for individual attitudes toward vaccine donation

    Open Access•Y Hsiao, Fang-Yu Lin et al.•ARTICLE•Globalization and Health•2023

    BACKGROUND: Vaccine equity has been a major concern during the COVID-19 pandemic. According to the principle of vaccine equity, donor countries should apply the criterion of needs to make decisions about vaccine donation instead of considering recipient countries' economic status. We examine whether people follow the same criterion or consider other factors to decide which country to donate vaccines and how many vaccines should be delivered. METH…

  • The Corner, the Crew, and the Digital Street

    Open Access•Y Hsiao, John Leverso et al.•ARTICLE•American Sociological Review•2023•Cited by: 10•References: 60

    Social media is increasingly intertwined into people's lives, spurring questions about the relationships between online behavior and offline actions. We advance knowledge in conflict dynamics by using a multiplex network framework that conceptualizes online and offline gang relationships as co-constitutive networks-online and offline relationships often overlap and entangle in complex ways that influence behavior in both the virtual and real worl…

  • Explaining the diffusion of radical ideas

    Open Access•Y Hsiao, Pfaff•ARTICLE•Sociology Compass•2022•Cited by: 2•References: 47

    Growing interest in the diffusion of radicalism reflects concern with political discontent and widening social inequality. It also reflects the profoundly different forms of communication emerging from the new digital media environment that are recasting radical politics. Sociology has important and longstanding insights into the incubation of radical ideas and the inception of radical movements. Drawing on general network models, particularly th…

  • Surviving the storm

    Open Access•Timothy Powell, Tara Powell et al.•ARTICLE•Health & Social Care in the…•2022•Cited by: 2•References: 4

    Disasters affect the well-being of individuals, families and communities. Health and social care providers are essential in response and recovery efforts and are among the most vulnerable to negative physical and mental health impacts of a disaster. Few evidence-based interventions are available to address the psychological needs of providers. The aim of this study was to examine the psychological distress of health and social care providers befo…

  • Network diffusion of competing behaviors

    Open Access•Y Hsiao•ARTICLE•Journal of Computational Social…•2021

  • Evaluating the Mobilization Effect of Online Political Network Structures

    Open Access•Y Hsiao•ARTICLE•Social Forces•2021

    Do online networks encourage political participation? Much research has theorized on how digital networks transmit mobilizing content, fewer studies examine the structure of online networks, and even fewer test how the structure of online networks affects participation for political behaviors with differing costs. From a structural network perspective, I highlight the puzzle: If according to recent literature, digital networks are loose with many…

  • How families affect aspirational migration amidst political insecurity

    Open Access•L Lui, Ken Chih-Yan Sun et al.•ARTICLE•Population Space and Place•2021•Cited by: 24•References: 15

    The migration literature has examined migrants' political motivations separately from their family's mobility strategies in the face of macro‐political uncertainties. Bridging the two bodies of literature, this study analyses how parental status moderates the relationship between individual political considerations and migration intentions in an increasingly tense political climate. Based on the quantitative data on political protests in Hong Kon…

  • Allies or Agitators? How Partisan Identity Shapes Public Opinion about Violent or Nonviolent Protests

    Y Hsiao, Scott Radnitz•ARTICLE•Political Communication•2021•Cited by: 34•References: 36

    In recent years, scholars have argued that protests that employ nonviolent tactics attract greater support and are therefore more likely to succeed than those that use violence. We argue that how protest tactics are perceived is not a purely objective determination, but can be influenced in part by observer characteristics – in particular, by partisan identity. We conducted a survey experiment on two independent samples through the MTurk platform…

  • Multiplex Network Ties and the Spatial Diffusion of Radical Innovations

    Open Access•Sascha O Becker, Y Hsiao et al.•ARTICLE•American Sociological Review•2020•Cited by: 16•References: 75

    This article analyzes Martin Luther's role in spreading the early Reformation, one of the most important episodes of radical institutional change in the last millennium. We argue that social relations played a key role in its diffusion because the spread of heterodox ideologies and their eventual institutionalization relied not only on private "infection" through exposure to innovation but also on active conversion and promotion of that new faith…

  • Gender network dynamics in prosocial and aggressive behavior of early adolescents

    Open Access•Y Hsiao, Ching-Ling Cheng et al.•ARTICLE•Social Networks•2019

  • Investigating the Aftershock of a Disaster

    Open Access•Timothy Powell, Shang-Ju Li et al.•ARTICLE•International Journal of…•2019

    Background : In 2015, a 7.8 magnitude earthquake struck Nepal, causing unprecedented damage and loss in the mountain and hill regions of central Nepal. The aim of this study was to investigate the association between healthcare access and utilization, and post-disaster mental health symptoms. Methods : A cross-sectional study conducted with 750 disaster-affected individuals in six districts in central Nepal 15 months post-earthquake. Anxiety and …

  • Commitment in the cloud? Social media participation in the sunflower movement

    Y Hsiao, Yunkang Yang•ARTICLE•Information Communication & Society•2018

    Social media participants in digitally enabled protests have long been criticized for their lack of commitment. Many bypassed this issue and argued that social media’s positive impact on protests does not require high commitment. We empirically test the lack of commitment claim in the case of the 2014 Sunflower Movement in Taiwan. Using survey data from a sample of 801 participants, we find a group of highly active social media participants – wha…

  • Understanding digital natives in contentious politics

    Open Access•Y Hsiao•ARTICLE•New Media & Society•2018•Cited by: 18•References: 27

    Many have observed that a new political generation of digital natives has heavily used social media as means of facilitating street protests. Nevertheless, the mechanisms by which social media affects protest participation are not completely understood due to the shortage of psychological explanations. This study employs a uniquely designed survey on a massive demonstration to address such concerns. Social media activity triggers the psychologica…

  • Allies or Agitators? How Partisan Identity Shapes Public Opinion about Violent or Nonviolent Protests

    Y Hsiao, Scott Radnitz•ARTICLE•Political Communication•2021•Cited by: 34•References: 36

    In recent years, scholars have argued that protests that employ nonviolent tactics attract greater support and are therefore more likely to succeed than those that use violence. We argue that how protest tactics are perceived is not a purely objective determination, but can be influenced in part by observer characteristics – in particular, by partisan identity. We conducted a survey experiment on two independent samples through the MTurk platform…

  • How families affect aspirational migration amidst political insecurity

    Open Access•L Lui, Ken Chih-Yan Sun et al.•ARTICLE•Population Space and Place•2021•Cited by: 24•References: 15

    The migration literature has examined migrants' political motivations separately from their family's mobility strategies in the face of macro‐political uncertainties. Bridging the two bodies of literature, this study analyses how parental status moderates the relationship between individual political considerations and migration intentions in an increasingly tense political climate. Based on the quantitative data on political protests in Hong Kon…

  • Understanding digital natives in contentious politics

    Open Access•Y Hsiao•ARTICLE•New Media & Society•2018•Cited by: 18•References: 27

    Many have observed that a new political generation of digital natives has heavily used social media as means of facilitating street protests. Nevertheless, the mechanisms by which social media affects protest participation are not completely understood due to the shortage of psychological explanations. This study employs a uniquely designed survey on a massive demonstration to address such concerns. Social media activity triggers the psychologica…

  • Multiplex Network Ties and the Spatial Diffusion of Radical Innovations

    Open Access•Sascha O Becker, Y Hsiao et al.•ARTICLE•American Sociological Review•2020•Cited by: 16•References: 75

    This article analyzes Martin Luther's role in spreading the early Reformation, one of the most important episodes of radical institutional change in the last millennium. We argue that social relations played a key role in its diffusion because the spread of heterodox ideologies and their eventual institutionalization relied not only on private "infection" through exposure to innovation but also on active conversion and promotion of that new faith…

  • The Corner, the Crew, and the Digital Street

    Open Access•Y Hsiao, John Leverso et al.•ARTICLE•American Sociological Review•2023•Cited by: 10•References: 60

    Social media is increasingly intertwined into people's lives, spurring questions about the relationships between online behavior and offline actions. We advance knowledge in conflict dynamics by using a multiplex network framework that conceptualizes online and offline gang relationships as co-constitutive networks-online and offline relationships often overlap and entangle in complex ways that influence behavior in both the virtual and real worl…

  • Modeling the Bias of Digital Data

    Open Access•Y Hsiao, Lee Fiorio et al.•ARTICLE•Sociological Methods & Research•2024•Cited by: 2•References: 32

    Obtaining reliable and timely estimates of migration flows is critical for advancing the migration theory and guiding policy decisions, but it remains a challenge. Digital data provide granular information on time and space, but do not draw from representative samples of the population, leading to biased estimates. We propose a method for combining digital data and official statistics by using the official statistics to model the spatial and temp…

  • Explaining the diffusion of radical ideas

    Open Access•Y Hsiao, Pfaff•ARTICLE•Sociology Compass•2022•Cited by: 2•References: 47

    Growing interest in the diffusion of radicalism reflects concern with political discontent and widening social inequality. It also reflects the profoundly different forms of communication emerging from the new digital media environment that are recasting radical politics. Sociology has important and longstanding insights into the incubation of radical ideas and the inception of radical movements. Drawing on general network models, particularly th…

  • Surviving the storm

    Open Access•Timothy Powell, Tara Powell et al.•ARTICLE•Health & Social Care in the…•2022•Cited by: 2•References: 4

    Disasters affect the well-being of individuals, families and communities. Health and social care providers are essential in response and recovery efforts and are among the most vulnerable to negative physical and mental health impacts of a disaster. Few evidence-based interventions are available to address the psychological needs of providers. The aim of this study was to examine the psychological distress of health and social care providers befo…

  • Ideational diffusion and the great witch hunt in Central Europe

    Open Access•Kerice Doten-Snitker, Pfaff et al.•ARTICLE•Theory and Society•2024•Cited by: 1•References: 29

    The great upsurge of witch trials in early modern Europe remains a historical puzzle. Popularly known as the “witch craze”, this eruption of persecution is puzzling because belief in witchcraft had existed for centuries, but large-scale witch-hunting appeared rather abruptly, spread widely, and was remarkably brutal in comparison with the past. We define a theory of ideational diffusion to describe the general process of the emergence and spread …

  • Exit-Voice Dynamics

    Open Access•L Lui, Y Hsiao•ARTICLE•International Migration Review•2024•Cited by: 1•References: 40

    Does people's greater intention to migrate deter them from participating in protests? How does protest participation shape intention to migrate? How does the relationship between migration intention and protest change amidst Hong Kong's transition to authoritarianism? Drawing upon Hirschman's exit-voice theory, this study examines the relationship between protest and migration intentions against the changing context across time. We use a time-ser…

  • Commitment in the cloud? Social media participation in the sunflower movement

    Y Hsiao, Yunkang Yang•ARTICLE•Information Communication & Society•2018

    Social media participants in digitally enabled protests have long been criticized for their lack of commitment. Many bypassed this issue and argued that social media’s positive impact on protests does not require high commitment. We empirically test the lack of commitment claim in the case of the 2014 Sunflower Movement in Taiwan. Using survey data from a sample of 801 participants, we find a group of highly active social media participants – wha…

  • Understanding digital natives in contentious politics

    Open Access•Y Hsiao•ARTICLE•New Media & Society•2018•Cited by: 18•References: 27

    Many have observed that a new political generation of digital natives has heavily used social media as means of facilitating street protests. Nevertheless, the mechanisms by which social media affects protest participation are not completely understood due to the shortage of psychological explanations. This study employs a uniquely designed survey on a massive demonstration to address such concerns. Social media activity triggers the psychologica…

  • Gender network dynamics in prosocial and aggressive behavior of early adolescents

    Open Access•Y Hsiao, Ching-Ling Cheng et al.•ARTICLE•Social Networks•2019

  • Investigating the Aftershock of a Disaster

    Open Access•Timothy Powell, Shang-Ju Li et al.•ARTICLE•International Journal of…•2019

    Background : In 2015, a 7.8 magnitude earthquake struck Nepal, causing unprecedented damage and loss in the mountain and hill regions of central Nepal. The aim of this study was to investigate the association between healthcare access and utilization, and post-disaster mental health symptoms. Methods : A cross-sectional study conducted with 750 disaster-affected individuals in six districts in central Nepal 15 months post-earthquake. Anxiety and …

  • Multiplex Network Ties and the Spatial Diffusion of Radical Innovations

    Open Access•Sascha O Becker, Y Hsiao et al.•ARTICLE•American Sociological Review•2020•Cited by: 16•References: 75

    This article analyzes Martin Luther's role in spreading the early Reformation, one of the most important episodes of radical institutional change in the last millennium. We argue that social relations played a key role in its diffusion because the spread of heterodox ideologies and their eventual institutionalization relied not only on private "infection" through exposure to innovation but also on active conversion and promotion of that new faith…

  • Network diffusion of competing behaviors

    Open Access•Y Hsiao•ARTICLE•Journal of Computational Social…•2021

  • Evaluating the Mobilization Effect of Online Political Network Structures

    Open Access•Y Hsiao•ARTICLE•Social Forces•2021

    Do online networks encourage political participation? Much research has theorized on how digital networks transmit mobilizing content, fewer studies examine the structure of online networks, and even fewer test how the structure of online networks affects participation for political behaviors with differing costs. From a structural network perspective, I highlight the puzzle: If according to recent literature, digital networks are loose with many…

  • How families affect aspirational migration amidst political insecurity

    Open Access•L Lui, Ken Chih-Yan Sun et al.•ARTICLE•Population Space and Place•2021•Cited by: 24•References: 15

    The migration literature has examined migrants' political motivations separately from their family's mobility strategies in the face of macro‐political uncertainties. Bridging the two bodies of literature, this study analyses how parental status moderates the relationship between individual political considerations and migration intentions in an increasingly tense political climate. Based on the quantitative data on political protests in Hong Kon…

  • Allies or Agitators? How Partisan Identity Shapes Public Opinion about Violent or Nonviolent Protests

    Y Hsiao, Scott Radnitz•ARTICLE•Political Communication•2021•Cited by: 34•References: 36

    In recent years, scholars have argued that protests that employ nonviolent tactics attract greater support and are therefore more likely to succeed than those that use violence. We argue that how protest tactics are perceived is not a purely objective determination, but can be influenced in part by observer characteristics – in particular, by partisan identity. We conducted a survey experiment on two independent samples through the MTurk platform…

  • Explaining the diffusion of radical ideas

    Open Access•Y Hsiao, Pfaff•ARTICLE•Sociology Compass•2022•Cited by: 2•References: 47

    Growing interest in the diffusion of radicalism reflects concern with political discontent and widening social inequality. It also reflects the profoundly different forms of communication emerging from the new digital media environment that are recasting radical politics. Sociology has important and longstanding insights into the incubation of radical ideas and the inception of radical movements. Drawing on general network models, particularly th…

  • Surviving the storm

    Open Access•Timothy Powell, Tara Powell et al.•ARTICLE•Health & Social Care in the…•2022•Cited by: 2•References: 4

    Disasters affect the well-being of individuals, families and communities. Health and social care providers are essential in response and recovery efforts and are among the most vulnerable to negative physical and mental health impacts of a disaster. Few evidence-based interventions are available to address the psychological needs of providers. The aim of this study was to examine the psychological distress of health and social care providers befo…

  • Politics matters for individual attitudes toward vaccine donation

    Open Access•Y Hsiao, Fang-Yu Lin et al.•ARTICLE•Globalization and Health•2023

    BACKGROUND: Vaccine equity has been a major concern during the COVID-19 pandemic. According to the principle of vaccine equity, donor countries should apply the criterion of needs to make decisions about vaccine donation instead of considering recipient countries' economic status. We examine whether people follow the same criterion or consider other factors to decide which country to donate vaccines and how many vaccines should be delivered. METH…

  • The Corner, the Crew, and the Digital Street

    Open Access•Y Hsiao, John Leverso et al.•ARTICLE•American Sociological Review•2023•Cited by: 10•References: 60

    Social media is increasingly intertwined into people's lives, spurring questions about the relationships between online behavior and offline actions. We advance knowledge in conflict dynamics by using a multiplex network framework that conceptualizes online and offline gang relationships as co-constitutive networks-online and offline relationships often overlap and entangle in complex ways that influence behavior in both the virtual and real worl…

  • Ideational diffusion and the great witch hunt in Central Europe

    Open Access•Kerice Doten-Snitker, Pfaff et al.•ARTICLE•Theory and Society•2024•Cited by: 1•References: 29

    The great upsurge of witch trials in early modern Europe remains a historical puzzle. Popularly known as the “witch craze”, this eruption of persecution is puzzling because belief in witchcraft had existed for centuries, but large-scale witch-hunting appeared rather abruptly, spread widely, and was remarkably brutal in comparison with the past. We define a theory of ideational diffusion to describe the general process of the emergence and spread …

  • Exit-Voice Dynamics

    Open Access•L Lui, Y Hsiao•ARTICLE•International Migration Review•2024•Cited by: 1•References: 40

    Does people's greater intention to migrate deter them from participating in protests? How does protest participation shape intention to migrate? How does the relationship between migration intention and protest change amidst Hong Kong's transition to authoritarianism? Drawing upon Hirschman's exit-voice theory, this study examines the relationship between protest and migration intentions against the changing context across time. We use a time-ser…

  • Modeling the Bias of Digital Data

    Open Access•Y Hsiao, Lee Fiorio et al.•ARTICLE•Sociological Methods & Research•2024•Cited by: 2•References: 32

    Obtaining reliable and timely estimates of migration flows is critical for advancing the migration theory and guiding policy decisions, but it remains a challenge. Digital data provide granular information on time and space, but do not draw from representative samples of the population, leading to biased estimates. We propose a method for combining digital data and official statistics by using the official statistics to model the spatial and temp…

  • Dynamic Public Perceptions of and Media Influences on Military Threats to Taiwan

    Open Access•Chingching Chang, Y Hsiao et al.•ARTICLE•Communication Research•2025

    To understand dynamic public perceptions of the potential military threat posed by China among Taiwanese audiences, the current study considers daily military data, news coverage on major websites, and online forum discussions, along with public opinion surveys. Time-series data for 7 months, integrated into vector autoregression models, support tests of pathways involving (a) changes in factual data to salience in news coverage, (b) changes in n…

  • Responses to contested information amid polarized politics

    Scott Radnitz, Y Hsiao•ARTICLE•Information Communication & Society•2025

    People increasingly encounter news in politicized spaces online, where various actors contest the veracity of information. This paper assesses how the context surrounding claims of disinformation shapes people’s beliefs. We conducted original survey experiments in the US and Taiwan, randomly varying the identities of the actors alleging disinformation and those supposedly spreading disinformation. Our framework advances on previous work by incorp…

  • How heterogeneous social influences affect tolerance of “violent” tactics

    Open Access•Y Hsiao, L Lui•ARTICLE•Communication and the Public•2025•References: 22

    Under what conditions do violent tactics receive public support? Focusing on the process of social influence, this article utilizes a survey on the 2019 Hong Kong Anti-Extradition Bill Movement to test how social interactions with people with different orientations toward the movement (opposing, neutral, supportive) relate to individuals’ tolerance of violent tactics. Social interactions with neutral people generated the largest effect, as such i…

  • Toxicity and Moral Rhetoric in Video- and Text-Based Digital Platforms

    Y Hsiao, Chingching Chang et al.•ARTICLE•Political Communication•2025•References: 18

  • Competing social influence in contested diffusion

    Open Access•Sascha O Becker, Sascha Becker et al.•ARTICLE•Social Forces•2025•References: 66

    The spread of radical institutional change does not often result from one-sided pro-innovation influence; countervailing influence networks in support of the status quo can suppress adoption. We develop a model of multiplex and competing network diffusion to describe how competing actors compete through multiple types of networks. Specifically, we hypothesize three types of contested diffusion: market competition, inoculation, and firefighting. T…

  • Network Agenda Setting, or Networked Framing? (Non)correspondence Between User and Right-Wing Media Semantic Networks on YouTube

    Open Access•Y Hsiao, Matthew Hindman•ARTICLE•Communication Research•2026

    How does media shape and reflect right-wing rhetoric in the U.S.? Theories of media effects have moved towards networked approaches to agenda setting and framing, but it remains uncertain how issue attributes or frames emerge in the U.S. media ecosystem in which users themselves can shape political rhetoric through discussion on social media. We provide the largest test to date of the different predictions of networked agenda setting (NAS) theory…

  • The Influence “Paradox”

    Open Access•Y Hsiao, Nicholas A Christakis•ARTICLE•American Sociological Review•2026

    The diffusion of behaviors and ideas is a core concern in many fields and highly relevant to collective action and innovation adoption. A common assumption is that well-connected individuals within social networks are especially influential and so are good targets to initiate behavioral interventions. Here, we argue that the effectiveness of network-based targeting depends on how social ties are organized within a network. We theorize that there …

  • Why people perceive protest violence differently

    Open Access•Y Hsiao, L Lui•ARTICLE•Social Science Research•2026•References: 49

    Scholars and activists have long debated whether violent protest tactics help or hinder social movements. Recent research suggests, however, that whether a protest is perceived as violent is often a matter of subjective interpretation rather than objective assessment. Building on this perspective, we examine how perceptions of protest violence vary across political contexts by comparing three societies with distinct protest histories and institut…

Political science (15 works) · Sociology (13 works) · Politics (11 works) · Social Media and Politics (9 works) · Law (8 works) · Psychology (8 works) · Social Psychology (6 works) · Computer Science (5 works) · Diffusion (4 works) · Economics (4 works)

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