Annie Waldherr, Nicola Righetti, Ryan J. Gallagher, Kira Klinger, Daniela Stoltenberg, Sagar Kumar, Dominic Ridley, Brooke Foucault Welles
{"title":"Waves of Attention to Racial Injustice on Social Media: Extrajudicial Police Killings in the United States as Focusing Events","authors":"Annie Waldherr, Nicola Righetti, Ryan J. Gallagher, Kira Klinger, Daniela Stoltenberg, Sagar Kumar, Dominic Ridley, Brooke Foucault Welles","doi":"10.1177/08944393251364290","DOIUrl":"https://doi.org/10.1177/08944393251364290","url":null,"abstract":"The deaths of Black victims of police brutality, such as George Floyd, Breonna Taylor, Sandra Bland, and Philando Castile, have become focusing events and symbols for the Black Lives Matter (BLM) movement, catalyzing wide-spread public attention to racial injustice. While prior studies on hashtag activism predominantly focus on single and widely known cases, less is understood about why some incidents draw massive public attention while others do not. Addressing this gap, our study investigates the factors influencing the likelihood and size of public attention on Twitter (now X) following extrajudicial police killings. We analyzed 1.5 million tweets in response to 795 police killings between January 1, 2015, and December 8, 2016, in the United States. By examining cases on all scales, from unnoticed to prominent, we provide large-scale empirical evidence on disparities in public attention to police killings and their victims. Results indicate two distinct processes in the emergence of focusing events: While victims’ attributes such as race, age, and gender increased likelihood of receiving any attention (thresholding), variables of context and social construction were related to overall wave size (focusing).","PeriodicalId":49509,"journal":{"name":"Social Science Computer Review","volume":"20 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-07-31","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144748158","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Turing’s Children: Large Language Models and Imitative Intelligence","authors":"Rafael C. Alvarado","doi":"10.1177/08944393251364293","DOIUrl":"https://doi.org/10.1177/08944393251364293","url":null,"abstract":"This essay introduces and develops the concept of imitative intelligence implied by Turing’s foundational work on machine intelligence and connects it to the current generation AI agents based on large language models. Based on a close reading of Turing’s writings on machine intelligence, from the 1938 paper on the <jats:italic>entscheidungsproblem</jats:italic> to the 1950 paper on the imitation game, the Turing test is found to be more than an operational convenience; it reflects an implicit theory of the imitative and social nature of intelligence that informs his entire project of intelligent machine design. Moreover, the proported shortcomings of the Turing test—its reliance on language and emphasis on culture—turn out to be foundational to the success of LLM-based AI agents today. It is suggested that the design and regulation these agents is usefully framed by the perspective of the concept of imitative intelligence is inherited by them.","PeriodicalId":49509,"journal":{"name":"Social Science Computer Review","volume":"52 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-07-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144748160","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Artificial Intelligence and the Social Scientist: The Mediation of AIfied Creative Sites","authors":"Maxime Harvey","doi":"10.1177/08944393251361457","DOIUrl":"https://doi.org/10.1177/08944393251361457","url":null,"abstract":"This article examines the mediating role of social scientists in the cultural integration and regulation of artificial intelligence (AI), with a particular focus on the creative industries. Drawing on an ethnographic case study within a film cooperative, it identifies four modalities through which social scientists become enrolled in AI-related organizational processes: as middlemen linking theory and practice, as distributors facilitating the flow of agency, as coordinators bridging innovation and appropriation, and as hosts observing the reproduction of technical skills. Situated at the intersection of Science and Technology Studies (STS) and Media Studies, the article rethinks mediation not as passive translation, but as an active montage of fragmented meanings, practices, and actors. It argues that AI is not merely an object of study but a distributed assemblage whose significance emerges through situated associations. By articulating how social scientists engage with AI through organizational consultation, cultural programming, and collaborative experimentation, this paper reframes the sociology of AI as a field of strategic, reflexive, and creative intervention. In doing so, it highlights the importance of problematizing mediation as a relational practice that connects cultural actors, technologies, and institutions in the evolving ordering of artificial intelligence.","PeriodicalId":49509,"journal":{"name":"Social Science Computer Review","volume":"91 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-07-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144715262","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Performing Productivity: Exploring the Narratives of State-Funded AI Projects Over a Decade in Chile","authors":"Claudia López, Francisca Luco, Mónica Humeres, Teresa Correa","doi":"10.1177/08944393251361444","DOIUrl":"https://doi.org/10.1177/08944393251361444","url":null,"abstract":"Public funding plays a pivotal yet often overlooked role in shaping AI development, especially in Latin America. Drawing on sociological theories of performativity, we analyze 205 AI projects funded by Chile’s key public agencies, related to research, entrepreneurship, and creation, over the past decade. Through content analysis combined with a qualitative, heuristic procedure, we characterize five dominant narratives across state-funded AI projects, seeking to interpret the social meanings embedded within their descriptions considering their situated context. This method informs the articulation of five narratives: AI for productivity gains, as a transformative force, as a literacy need, for smart surveillance, and as situated and creative inquiry. Our findings reveal that AI for productivity gains has strongly dominated over the last decade. We argue that this narrative functions as a strategic mechanism for aligning legacy institutional interests with those of the actors seeking funding. By framing public funding as performative, this paper contributes to debates on how state-led narratives help shape technological development’s trajectory. It also emphasizes the interconnectedness of actors, political economy, and socio-technical dynamics concerning AI’s future.","PeriodicalId":49509,"journal":{"name":"Social Science Computer Review","volume":"75 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-07-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144712163","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Towards a Socioeconomics of Hype: Hype Dynamics and Symbolic Boundary Work Within the Speculative AI Bubble","authors":"Jason Bohner, Janet Vertesi","doi":"10.1177/08944393251361935","DOIUrl":"https://doi.org/10.1177/08944393251361935","url":null,"abstract":"Drawing on interviews with 37 entrepreneurs, engineers, technologists and investors in the New York City tech scene involved in AI, we investigate the social formations that characterize “AI-hype” from the perspective of micro-level economic sociology. We observe how actors in New York draw symbolic boundaries between their own work and that of “hype-beasts” in San Francisco, despite drawing upon and profiting from the same sociotechnical imaginaries about AI’s transformative potential. We show how this symbolic boundary work serves to legitimate the local ecosystem, to provide moral valuations for the exchange of capital, to ground different temporalities that inspire urgency in their work, and to enact spatial boundaries amid competing sociotechnical imaginaries. We demonstrate how these contestations contribute to the construction of powerful relevant social groups and their respective technological systems. We thus use the case of AI to take steps toward developing a sociology of hype, drawing on literature in the sociology of technology, boundary work in the professions, and economic sociology.","PeriodicalId":49509,"journal":{"name":"Social Science Computer Review","volume":"106 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144685134","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"AI and Aesthetic Alienation: The Image and Creativity in Contemporary Culture","authors":"Naomi Smith, Clare Southerton","doi":"10.1177/08944393251361449","DOIUrl":"https://doi.org/10.1177/08944393251361449","url":null,"abstract":"In this comment piece, we argue that mass-produced generative AI (GenAI) images, commonly referred to as “AI slop” should be considered a form of aesthetic alienation. Specifically, we focus on GenAI images of fall, arguing that GenAI images alienate not only artists from their art, but produces an alienating aesthetic in and of itself. Closely attending to the aesthetic registers of GenAI images opens up important sociological questions about the role of the image in contemporary society, and the affective logics of late capitalism. Finally, we highlight how GenAI images are profoundly implicated in the extractive and destructive materialities of late capitalism.","PeriodicalId":49509,"journal":{"name":"Social Science Computer Review","volume":"96 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144677251","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Freelancers’ Self-Branding: Is a More Analytical Profile Always Better?","authors":"Xiaoti Yue, Hong Hong","doi":"10.1177/08944393251362246","DOIUrl":"https://doi.org/10.1177/08944393251362246","url":null,"abstract":"Establishing a successful brand on online labor platforms is crucial for freelancers. It helps them attract clients and secure a steady stream of income. Freelancers can maintain their self-branding by adjusting the self-introduction text on their profiles. However, the style of self-branding that contributes to career advancement remains unclear. In this study, we examine the impact of analytical writing on building successful self-branding success. We use LIWC to analyze 7860 profile overviews from 1965 Upwork freelancers collected over four consecutive months. The empirical results show that a highly analytical writing style in these profiles has a negative effect on freelance earnings. Furthermore, we explore the heterogeneity of this effect. We find that higher education and more extensive experience of freelancers mitigate this negative impact, while higher job success scores and top freelancer badges amplify it. Our findings provide guidance for various stakeholders in the online labor market, including freelancers and platform owners, and contribute to the literature on the freelance labor market.","PeriodicalId":49509,"journal":{"name":"Social Science Computer Review","volume":"1 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-07-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144677357","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Goffmanian “Cooling” in Technology-Mediated Frontline Enforcement Work","authors":"Pegah Moradi, Karen Levy, Elizabeth Chiarello","doi":"10.1177/08944393251361938","DOIUrl":"https://doi.org/10.1177/08944393251361938","url":null,"abstract":"Frontline workers enforce rules in their interactions with customers, patients, and everyday people. AI and other emerging digital technologies increasingly mediate these interactions, but sociologists have often overlooked how technology affects relationships between enforcer and enforcee. We argue that centering Erving Goffman’s ideas of “cooling the mark out”—ameliorating tense interactions after a loss of face, status, or self-image—can illuminate how new, data-driven technologies shift roles and relationships in frontline work. We illustrate these processes by drawing on three case studies: self-checkout in retail cashiering, electronic driving logs in commercial vehicle inspections, and prescription drug monitoring programs in pharmacy. We conclude with recommendations for how sociologists of AI can draw on Goffman to theorize about changes in frontline work occasioned by new AI-driven technologies.","PeriodicalId":49509,"journal":{"name":"Social Science Computer Review","volume":"59 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-07-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144677354","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
{"title":"Digital Surveillance and Relational Uncertainty: The Role of Geolocation Tracking in Romantic Relationships","authors":"Shaojung Sharon Wang, Shiuan-Tung Chen","doi":"10.1177/08944393251361455","DOIUrl":"https://doi.org/10.1177/08944393251361455","url":null,"abstract":"As geolocation tracking apps become increasingly embedded in everyday digital interactions, their role in romantic relationships remains underexplored. This study examines the use of geolocation tracking apps in romantic relationships, addressing gaps in understanding their implications for relational uncertainty while identifying key psychological antecedents of app use. Findings from users ( <jats:italic>N</jats:italic> = 333) challenge the assumption that geolocation tracking inherently reduces relational uncertainty, revealing no significant association with increased clarity. Instead, intensive tracking correlates with heightened definition uncertainty, suggesting that rather than reinforcing relationship security, tracking may introduce ambiguity about the relationship’s status. However, it is not associated with diminished intimacy, as couples may use it consensually for safety and reassurance. Moreover, attachment styles and jealousy predict tracking behaviors, mirroring patterns observed in social media surveillance. These findings highlight the limitations of geolocation tracking as an uncertainty-reducing tool and emphasize the psychological and relational factors that drive its use. By reframing geolocation tracking as a socially accepted yet relationally complex form of monitoring, this study advances theoretical discussions on digital surveillance and the evolving role of technology in intimate relationships.","PeriodicalId":49509,"journal":{"name":"Social Science Computer Review","volume":"109 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-07-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144629771","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
Minxuan Lan, Lin Liu, Jon D. Elhai, Hanlin Zhou, Xin Gu, Zihan Su, Debao Chen
{"title":"Spatial Variations of the Broken Emotion Conjecture","authors":"Minxuan Lan, Lin Liu, Jon D. Elhai, Hanlin Zhou, Xin Gu, Zihan Su, Debao Chen","doi":"10.1177/08944393251356630","DOIUrl":"https://doi.org/10.1177/08944393251356630","url":null,"abstract":"Crime is not randomly distributed but tends to occur in specific spatial clusters. The literature has published many theories to explain its underlying causes. In recent years, scholars have increasingly leveraged social media big data to enrich our understanding of crime. Among these efforts is the Broken Emotion Conjecture, which offers a novel perspective on the connection between crime and emotion. However, how this connection varies among crime types and across the geographic space remains unclear. In this study, we investigate the spatial variations of the Broken Emotion Conjecture by analyzing emotion of residents and visitors, and their associations with assaults, burglaries, robberies, and thefts in Cincinnati, OH. Through spatial statistical analyses, we find that emotional states of residents and visitors have distinct effects on crime. Specifically, after controlling for key socioeconomic and land-use factors, we observed that collective negative emotion among residents is associated with a higher likelihood of burglaries; while collective negative emotion among visitors correlated with increased risk of assault, burglary, and robbery. Notably, we found no statistically significant impact of either residents’ or visitors' negative emotion on thefts. These findings align with established criminological and psychological theories, but provide a more nuanced interpretation of the connection between emotion and crime. Our study contributes to the growing body of research on the crime-emotion relationship, supports the development of an ambient population based emotion research within criminology, and provides practical policy implications.","PeriodicalId":49509,"journal":{"name":"Social Science Computer Review","volume":"6 1","pages":""},"PeriodicalIF":4.1,"publicationDate":"2025-07-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"144611139","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"社会学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}