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Beyond Mere Algorithm Aversion: Are Judgments About Computer Agents More Variable?
IF 6.2 1区 文学
Communication Research Pub Date : 2024-12-11 DOI: 10.1177/00936502241303588
Jürgen Buder, Fritz Becker, Janika Bareiß, Markus Huff
{"title":"Beyond Mere Algorithm Aversion: Are Judgments About Computer Agents More Variable?","authors":"Jürgen Buder, Fritz Becker, Janika Bareiß, Markus Huff","doi":"10.1177/00936502241303588","DOIUrl":"https://doi.org/10.1177/00936502241303588","url":null,"abstract":"Several studies have reported algorithm aversion, reflected in harsher judgments about computers that commit errors, compared to humans who commit the same errors. Two online studies ( N = 67, N = 252) tested whether similar effects can be obtained with a referential communication task. Participants were tasked with identifying Japanese kanji characters based on written descriptions allegedly coming from a human or an AI source. Crucially, descriptions were either flawed (ambiguous) or not. Both concurrent measures during experimental trials and pre-post questionnaire data about the source were captured. Study 1 revealed patterns of algorithm aversion but also pointed at an opposite effect of “algorithm benefit”: ambiguous descriptions by an AI (vs. human) were evaluated more negatively, but non-ambiguous descriptions were evaluated more positively, suggesting the possibility that judgments about AI sources exhibit larger variability. Study 2 tested this prediction. While human and AI sources did not differ regarding concurrent measures, questionnaire data revealed several patterns that are consistent with the variability explanation.","PeriodicalId":48323,"journal":{"name":"Communication Research","volume":"10 1","pages":""},"PeriodicalIF":6.2,"publicationDate":"2024-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142810089","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Network Agenda Setting, or Networked Framing? (Non)correspondence Between User and Right-Wing Media Semantic Networks on YouTube
IF 6.2 1区 文学
Communication Research Pub Date : 2024-12-11 DOI: 10.1177/00936502241300803
Yuan Hsiao, Matthew Hindman
{"title":"Network Agenda Setting, or Networked Framing? (Non)correspondence Between User and Right-Wing Media Semantic Networks on YouTube","authors":"Yuan Hsiao, Matthew Hindman","doi":"10.1177/00936502241300803","DOIUrl":"https://doi.org/10.1177/00936502241300803","url":null,"abstract":"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 and networked framing, through a semantic network analysis of all 19,112 video transcripts and 661,958,464 user comments posted on the YouTube channels of four major U.S. conservative media outlets between January 2019 and March 2021. Both overall, and within key topics like COVID-19 or Black Lives Matter, we find that user comments diverge strongly from video transcripts, with users repeatedly introducing associations, emotionally charged rhetoric, and conspiracy theories not originally present. Our results challenge claims by network agenda setting scholars that “objects and attributes can be transferred simultaneously in bundles” from the media agenda to the public agenda, but are more consistent with scholarship on networked framing. We argue that future work should strive to synthesize both approaches.","PeriodicalId":48323,"journal":{"name":"Communication Research","volume":"15 1","pages":""},"PeriodicalIF":6.2,"publicationDate":"2024-12-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142810092","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Inferring human vision in a human-like way: Key factors influencing the cognitive processing of level-1 visual perspective-taking
IF 6.2 1区 文学
Communication Research Pub Date : 2024-11-28 DOI: 10.1177/00936502241302569
Song Zhou, Huaqi Yang, Ming Ye, Ning Ding, Tao Liu
{"title":"Inferring human vision in a human-like way: Key factors influencing the cognitive processing of level-1 visual perspective-taking","authors":"Song Zhou, Huaqi Yang, Ming Ye, Ning Ding, Tao Liu","doi":"10.1177/00936502241302569","DOIUrl":"https://doi.org/10.1177/00936502241302569","url":null,"abstract":"The advancement of artificial intelligence (AI) has expanded the potential for human-machine communication and collaboration in complex contexts, necessitating AI to exhibit human-like behavior in order to align with its human counterpart. Consequently, understanding human behavioral traits becomes advantageous for developing AI agents that resemble humans. This study investigated how individuals process visual information from others to inform the future design of intelligent vision systems. Through four experiments, participants were tasked with assessing whether a given number corresponds to the number of balls while manipulating the gaze direction of an avatar by averting its eyes or altering its head orientation. The results indicate that participant response times were influenced regardless of the avatar’s gaze direction. Specifically, when the avatar was positioned with its back facing the balls, any disparity in participant performance across different conditions is eliminated. These findings suggest that implicit level-1 visual perspective-taking may not primarily rely on gaze direction but rather on perceiving affordances within the environment. Such insights contribute to a deeper understanding of cognitive mechanisms underlying level-1 visual perspective-taking and can serve as a theoretical foundation for advancing AI vision algorithms in human-machine communication and collaboration.","PeriodicalId":48323,"journal":{"name":"Communication Research","volume":"54 1","pages":""},"PeriodicalIF":6.2,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142753201","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
How Political Overconfidence Fuels Affective Polarization in Cross-cutting Discussions
IF 6.2 1区 文学
Communication Research Pub Date : 2024-11-28 DOI: 10.1177/00936502241301174
Han Lin, Yonghwan Kim
{"title":"How Political Overconfidence Fuels Affective Polarization in Cross-cutting Discussions","authors":"Han Lin, Yonghwan Kim","doi":"10.1177/00936502241301174","DOIUrl":"https://doi.org/10.1177/00936502241301174","url":null,"abstract":"The Dunning-Kruger effect describes how poor performers overestimate their abilities while top performers underestimate their abilities. This study explores whether this effect explains the ineffectiveness of cross-cutting discussions in reducing affective polarization. We propose a moderated mediation model in which the relationship between cross-cutting discussion (wave 1) and affective polarization (wave 2) is mediated by oppositional responses to disagreements, and this indirect relationship, specifically between cross-cutting discussion and opposition responses, is moderated by political overconfidence. Analyzing panel data from a two-wave online survey, the results suggest that the Dunning-Kruger effect is widespread in political knowledge and influences social media users’ behaviors and attitudes. Specifically, for example, those who are more overconfident engage in cross-cutting discussions, have more oppositional responses (e.g., posting criticisms or clicking “dislike”), and thus become more affectively polarized. This suggests that correcting the public’s perceived bias about their level of political knowledge may help reduce affective polarization.","PeriodicalId":48323,"journal":{"name":"Communication Research","volume":"201 1","pages":""},"PeriodicalIF":6.2,"publicationDate":"2024-11-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142753557","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Personality, Attachment, and Pornography: A Meta-Analysis 人格、依恋和色情:元分析
IF 6.2 1区 文学
Communication Research Pub Date : 2024-10-29 DOI: 10.1177/00936502241287834
Mehdi Akbari, Shiva Jamshidi, Zahra Sadat Hosseini, Sonay Sheikhi, Rezvaneh Asadi Asadabad, Mahshid Zamani, Paul J. Wright
{"title":"Personality, Attachment, and Pornography: A Meta-Analysis","authors":"Mehdi Akbari, Shiva Jamshidi, Zahra Sadat Hosseini, Sonay Sheikhi, Rezvaneh Asadi Asadabad, Mahshid Zamani, Paul J. Wright","doi":"10.1177/00936502241287834","DOIUrl":"https://doi.org/10.1177/00936502241287834","url":null,"abstract":"Since Internet pornography (IP) is widespread and can become problematic for some users, investigating the personality traits which correlate with its consumption is important. Though many studies have been conducted on the relationship between IP, personality traits, and attachment, no meta-analysis has been conducted to synthesize this literature. We aimed to address this gap through a meta-analysis comprising 51 studies with 45,808 individuals (female = 35.19%, mean age = 37.81). The strongest correlation was found for sexual compulsivity ( r = .372), followed by impulsivity ( r = .273), self-control ( r = −.210), narcissism ( r = .172), and conscientiousness ( r = −.147). Statistically significant positive correlations were found between impulsivity ( r = .245), (sexual) compulsivity ( r = .392), neuroticism ( r = .114), and anxious attachment ( r = .131) with problematic use of IP. The correlations between conscientiousness and both general IP ( r = −.145) and problematic use of IP ( r = −.149) were statistically significant and negative. Moderator analyses revealed that the internal consistency of pornography measurement moderated the relationship between IP and neuroticism.","PeriodicalId":48323,"journal":{"name":"Communication Research","volume":"43 1","pages":""},"PeriodicalIF":6.2,"publicationDate":"2024-10-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142541379","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Expansion and Exploration of the Superdiffuser Model With Agent-Based Modeling 利用基于代理的建模扩展和探索超级扩散器模型
IF 6.2 1区 文学
Communication Research Pub Date : 2024-10-22 DOI: 10.1177/00936502241285574
Christopher J. Carpenter, Shannon M. Cruz, Reed M. Reynolds
{"title":"Expansion and Exploration of the Superdiffuser Model With Agent-Based Modeling","authors":"Christopher J. Carpenter, Shannon M. Cruz, Reed M. Reynolds","doi":"10.1177/00936502241285574","DOIUrl":"https://doi.org/10.1177/00936502241285574","url":null,"abstract":"The superdiffuser model predicts that the diffusion of a new behavior can be accelerated if superdiffusers (people who are connectors, persuaders, and mavens) are recruited to promote the behavior. We propose an expanded model where the importance of these traits varies by network structure and other network member characteristics. We assessed the plausibility of these proposed moderators using a simulation of an agent-based model in which each moderator was varied along with the superdiffuser traits of those initially seeded with the behavior. Analysis of the results of those simulations showed support for many, but not all, of the predictions as well as several surprising results that are suggestive for future empirical research.","PeriodicalId":48323,"journal":{"name":"Communication Research","volume":"23 1","pages":""},"PeriodicalIF":6.2,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142487672","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
“None of Us Wanted to be at This Party, But What a Guest List”: How Technology Workers Position Themselves on LinkedIn Following Layoffs "我们都不想参加这个派对,但来宾名单真不错":裁员后,技术人员如何在 LinkedIn 上定位自己
IF 6.2 1区 文学
Communication Research Pub Date : 2024-10-18 DOI: 10.1177/00936502241289483
Camille G. Endacott, Lauren Millender, Jordan Duran, Miguel Wilson
{"title":"“None of Us Wanted to be at This Party, But What a Guest List”: How Technology Workers Position Themselves on LinkedIn Following Layoffs","authors":"Camille G. Endacott, Lauren Millender, Jordan Duran, Miguel Wilson","doi":"10.1177/00936502241289483","DOIUrl":"https://doi.org/10.1177/00936502241289483","url":null,"abstract":"Mass layoffs offer a unique and understudied context to understand how affected workers communicate the involuntary, collective nature of their organizational exit. In this study, we explored the communicative strategies that workers affected by mass layoffs in the technology industry used to engage in impression management by analyzing LinkedIn posts ( N = 362). Our findings showed that workers engaged in proactive impression management by drawing on targets of identification (such as positioning themselves within the collective group of affected workers and highlighting their former membership with prestigious companies) to minimize blame for their layoff and signal their employability. Our findings also suggest that, amid environmental shock and in digital environments, individuals enact remarkably similar communicative strategies to one another, suggesting that this type of organizational exit announcement is a distinct emergent genre for impression management. We discuss our findings’ implications for our understanding of organizational exit and work-related online impression management behavior.","PeriodicalId":48323,"journal":{"name":"Communication Research","volume":"24 1","pages":""},"PeriodicalIF":6.2,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142449578","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
“I’ll Change My Beliefs When I See It”: Video Fact Checks Outperform Text Fact Checks in Correcting Misperceptions Among Those Holding False or Uncertain Pre-Existing Beliefs "当我看到它时,我会改变我的信仰":视频事实核查在纠正那些持有错误或不确定既有信仰的人的错误观念方面优于文字事实核查
IF 6.2 1区 文学
Communication Research Pub Date : 2024-10-18 DOI: 10.1177/00936502241287870
Viorela Dan, Renita Coleman
{"title":"“I’ll Change My Beliefs When I See It”: Video Fact Checks Outperform Text Fact Checks in Correcting Misperceptions Among Those Holding False or Uncertain Pre-Existing Beliefs","authors":"Viorela Dan, Renita Coleman","doi":"10.1177/00936502241287870","DOIUrl":"https://doi.org/10.1177/00936502241287870","url":null,"abstract":"Widespread concerns about the pervasiveness of misinformation have propelled one antidote to the center of scholarly attention: the journalistic fact check. Yet, fact checks often do not work as intended. While most fact checks are text only, a compelling theoretical argument can be made for using a video format instead. In this pre-registered experiment conducted in Germany ( N = 1,093), we investigated whether using video versus text can improve fact checks’ ability to correct misperceptions about transgender women, cannabis consumption, migration, and climate change. Video fact checks outperformed text fact checks, with those holding false or uncertain pre-existing beliefs benefiting the most. We contribute to motivated reasoning theory the idea that visual information can override directional reasoning better than textual information, and that processing fluency is the mechanism by which this occurs. Our findings paint an optimistic picture for the ability of fact checks to debunk misinformation, especially for those holding misperceptions.","PeriodicalId":48323,"journal":{"name":"Communication Research","volume":"33 1","pages":""},"PeriodicalIF":6.2,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142449440","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Caught Within the Family System: An Examination of Emerging Adults’ Dilemmas in Navigating Sibling Depression 被困在家庭系统中:研究新成人在面对兄弟姐妹抑郁时的困境
IF 6.2 1区 文学
Communication Research Pub Date : 2024-10-17 DOI: 10.1177/00936502241290863
Jade Salmon, Tamara D. Afifi
{"title":"Caught Within the Family System: An Examination of Emerging Adults’ Dilemmas in Navigating Sibling Depression","authors":"Jade Salmon, Tamara D. Afifi","doi":"10.1177/00936502241290863","DOIUrl":"https://doi.org/10.1177/00936502241290863","url":null,"abstract":"This study investigated the dilemmas faced by emerging adults serving as supporting siblings (SS) for their sibling with depression (SWD). A thematic analysis of 49 interviews revealed the family system as central to sibling depression. Family histories of dysfunction contributed to SWDs’ lasting symptoms, prompting SSs’ felt obligation to their sibling. SSs managed mental health communication in the family by protecting their SWD against their parents and withholding their own mental health challenges. Additionally, this study revealed SSs’ double binds: They were caught between their loyalties to their SWD and parents, and between maintaining their family system and their own well-being. The importance of family systems, family history, and challenges related to navigating sibling depression are discussed.","PeriodicalId":48323,"journal":{"name":"Communication Research","volume":"124 1","pages":""},"PeriodicalIF":6.2,"publicationDate":"2024-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142448568","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Lost in a Maze? On the Philosophical Problems With Differential and Individual-Level Susceptibility in Research on Media Effects 迷失在迷宫中?论媒体效应研究中差异和个体水平易感性的哲学问题
IF 6.2 1区 文学
Communication Research Pub Date : 2024-10-13 DOI: 10.1177/00936502241287018
Lennert Coenen
{"title":"Lost in a Maze? On the Philosophical Problems With Differential and Individual-Level Susceptibility in Research on Media Effects","authors":"Lennert Coenen","doi":"10.1177/00936502241287018","DOIUrl":"https://doi.org/10.1177/00936502241287018","url":null,"abstract":"This paper provides a philosophical discussion of moderators and person-specific differences (referred to as “hedges”) in research on media effects. It is shown that while, historically, the reliance on hedges has been regarded as a sign of theoretical sophistication (the “hedges-as-progress-perspective”), it has left the field behind in a maze of epistemological problems. The paper therefore urges to reinterpret the role of hedges as a sign of theoretical resilience instead of sophistication (the “hedges-as-protection-perspective”). This shift is shown to have substantive implications for how one describes and evaluates media effects research—not just its history, but also its current state and its ambitions going into the future.","PeriodicalId":48323,"journal":{"name":"Communication Research","volume":"8 1","pages":""},"PeriodicalIF":6.2,"publicationDate":"2024-10-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142431348","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":1,"RegionCategory":"文学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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