Telematics and Informatics最新文献

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Communicative AI in the scientific public sphere: An analysis of Twitter discourse on generative AI tools 科学公共领域的交流人工智能:对Twitter上关于生成式人工智能工具的话语分析
IF 7.6 2区 管理学
Telematics and Informatics Pub Date : 2025-03-08 DOI: 10.1016/j.tele.2025.102261
Jiyoun Suk , Yini Zhang , Jiawei Liu , Yukyung Yang
{"title":"Communicative AI in the scientific public sphere: An analysis of Twitter discourse on generative AI tools","authors":"Jiyoun Suk ,&nbsp;Yini Zhang ,&nbsp;Jiawei Liu ,&nbsp;Yukyung Yang","doi":"10.1016/j.tele.2025.102261","DOIUrl":"10.1016/j.tele.2025.102261","url":null,"abstract":"<div><div>Drawing on the concept of the scientific public sphere, this study examines the public sense-making of communicative AI (e.g., generative AI) on social media. Advancing a framework encompassing cognitive (technology vs. use) and affective (positive vs. negative) dimensions of the public discourse on communicative AI, we analyzed global Twitter (now X) conversations about generative AI tools. Findings showed that the text generator (ChatGPT) discussions centered more on the technology-centered themes, whereas the image generator discussions emphasized their uses. ChatGPT received mixed sentiments in technology-related discussions, while there was more positive sentiment about the its uses. Theoretical and practical implications are discussed.</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"98 ","pages":"Article 102261"},"PeriodicalIF":7.6,"publicationDate":"2025-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143628706","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Does greater chatbot usage lead to more positive affective attitudes toward AI? A moderated mediation model of relational capacity, competence, and privacy concerns in a two-wave panel study 更多的聊天机器人的使用是否会导致对人工智能的更积极的情感态度?两波面板研究中关系能力、胜任力和隐私关注的调节中介模型
IF 7.6 2区 管理学
Telematics and Informatics Pub Date : 2025-03-08 DOI: 10.1016/j.tele.2025.102263
Bolin Cao, Chuanqin Wen
{"title":"Does greater chatbot usage lead to more positive affective attitudes toward AI? A moderated mediation model of relational capacity, competence, and privacy concerns in a two-wave panel study","authors":"Bolin Cao,&nbsp;Chuanqin Wen","doi":"10.1016/j.tele.2025.102263","DOIUrl":"10.1016/j.tele.2025.102263","url":null,"abstract":"<div><div>This study investigates the relationship between AI chatbot usage and affective attitudes toward AI, utilizing two-wave panel data with 579 and 391 participants, respectively. Integrating the CASA model, social cognitive theory, and privacy calculus theory, this research explores a moderated mediation model shaping affective attitudes toward AI. The results indicated that frequent interactions with AI chatbots were positively associated with positive affective attitudes, mediated by perceived relational capacity. Privacy concerns were negatively associated with affective attitudes toward AI. However, strong relational capacity could mitigate this effect, allowing users with high privacy concerns to maintain a positive affective attitude toward AI. This research enhances our understanding of privacy concerns in the AI era and underscores the importance of enhancing the relational capacity of chatbots while balancing the personalization-privacy dilemma when designing AI chatbots.</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"98 ","pages":"Article 102263"},"PeriodicalIF":7.6,"publicationDate":"2025-03-08","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143611379","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Aging in the digital age: Exploring the relationship between Internet use and age identity among Chinese older adults 数字时代的老龄化:探讨中国老年人互联网使用与年龄认同的关系
IF 7.6 2区 管理学
Telematics and Informatics Pub Date : 2025-02-26 DOI: 10.1016/j.tele.2025.102260
Ke Shen, Huilin Sun
{"title":"Aging in the digital age: Exploring the relationship between Internet use and age identity among Chinese older adults","authors":"Ke Shen,&nbsp;Huilin Sun","doi":"10.1016/j.tele.2025.102260","DOIUrl":"10.1016/j.tele.2025.102260","url":null,"abstract":"<div><div>Digital technology in China has advanced rapidly over the past two decades. Traditionally viewed as resistant to new technology, Chinese older adults are challenging these stereotypes and actively engaging in the digital age. The study aims to examine how the use of Internet is associated with age identity among older adults, and how the association varies across sociodemographic groups. This study employs the fixed-effects model to analyze the panel data of 5460 respondents in 2018 and 2020 waves of China Longitudinal Aging Social Survey. The results show that Internet use, particularly daily use of Internet, is positively associated with a younger age identity measured by perceived old age, felt age, and appearance age. Online communication and entertainment show positive linkage with age identity, while no similar relationship is observed for online life services. This study utilizes the development of information technology industry and Internet penetration rate of older respondents at the city level as instrumental variables to address the potential endogeneity bias. The mediation analyses reveal that Internet use enables older adults to improve participation in offline social activities, to promote their social adaptation, and also to reduce the likelihood of feeling worthless, thus leading to a positive perception of aging. Moreover, the benefits of Internet use are more pronounced for female, younger, urban, and better-educated older adults. Our study has established the Internet as a valuable resource for successful aging, and it is thus crucial to bridge the digital divide by designing age-friendly digital products and enhancing older adults’ digital literacy.</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"98 ","pages":"Article 102260"},"PeriodicalIF":7.6,"publicationDate":"2025-02-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143510724","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Visualizing support: Exploring emoji usage in online support groups through the lens of symbolic interactionism 可视化支持:通过符号互动主义的镜头探索表情符号在在线支持小组中的使用
IF 7.6 2区 管理学
Telematics and Informatics Pub Date : 2025-02-17 DOI: 10.1016/j.tele.2025.102252
Zizhong Zhang , Yue Luo
{"title":"Visualizing support: Exploring emoji usage in online support groups through the lens of symbolic interactionism","authors":"Zizhong Zhang ,&nbsp;Yue Luo","doi":"10.1016/j.tele.2025.102252","DOIUrl":"10.1016/j.tele.2025.102252","url":null,"abstract":"<div><div>This study explores the role of emojis in online support groups for mental health, focusing on depression and anxiety communities, through the lens of symbolic interactionism. By employing social network analysis and structural topic modeling, the research examines how users deploy emojis in different thematic contexts and how reciprocal emoji interactions form a communication network that fosters social support. The findings reveal that emojis serve not only as emotional expressions but also as tools for conveying empathy, encouragement, and help-seeking behaviors. Additionally, emojis are associated with emotional disclosure in online communities, supporting the communication of vulnerable topics. This study highlights the potential of emojis in enhancing digital health interventions, providing new insights into the non-verbal communication strategies employed in online support groups. It also offers practical implications for platform design and community management to improve user engagement and social support mechanisms.</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"98 ","pages":"Article 102252"},"PeriodicalIF":7.6,"publicationDate":"2025-02-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143487152","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Am I watching or being watched? Exploring the selective disclosure paradox in users’ self-censorship to dataveillance awareness in video recommender systems 我是在看还是被看?探索视频推荐系统中用户自我审查对数据监控意识的选择性披露悖论
IF 7.6 2区 管理学
Telematics and Informatics Pub Date : 2025-02-15 DOI: 10.1016/j.tele.2025.102253
Jooyoung Kim, Hangjung Zo
{"title":"Am I watching or being watched? Exploring the selective disclosure paradox in users’ self-censorship to dataveillance awareness in video recommender systems","authors":"Jooyoung Kim,&nbsp;Hangjung Zo","doi":"10.1016/j.tele.2025.102253","DOIUrl":"10.1016/j.tele.2025.102253","url":null,"abstract":"<div><div>In today’s rapidly evolving digital media landscape, video recommender systems have become central to enhancing user experiences by delivering personalized content. However, they also raise significant concerns about dataveillance—the continuous monitoring of user behavior. This study examines the complex relationship between dataveillance awareness, privacy concerns, perceived value of information disclosure, protective intentions, and self-censorship in video recommender systems. Using structural equation modeling based on data from an online scenario-based experiment (N = 385), our findings reveal that heightened dataveillance awareness significantly increases privacy concerns and diminishes the perceived value of sharing information. These privacy concerns drive users toward protective behaviors, such as self-censorship. Notably, the study reveals a selective disclosure paradox: where users are more likely to engage in self-censorship when they perceive their shared information as valuable, but when they become more aware of being monitored (dataveillance), they start to see their information as less valuable, which makes them less likely to self-censor. Grounded in privacy calculus and protection motivation theories, this research underscores the chilling effect of dataveillance and presents a comprehensive model that explains how perceived privacy risks shape user engagement. By shedding light on unconscious behaviors that may hinder recommender systems’ ability to optimize their algorithms, the findings offer both theoretical insights into digital user behavior and practical recommendations for designing systems that balance personalization with subtle management of perceived disclosure value, ultimately reducing self-censorship.</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"98 ","pages":"Article 102253"},"PeriodicalIF":7.6,"publicationDate":"2025-02-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143444354","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Traumatizing, growing, or both? Exploring the role of social media in communal coping during vicarious traumatization 创伤,成长,还是两者兼而有之?探索社交媒体在替代性创伤期间的公共应对中的作用
IF 7.6 2区 管理学
Telematics and Informatics Pub Date : 2025-02-12 DOI: 10.1016/j.tele.2025.102251
Geyi Wang , Jo-Yun Li , Yeunjae Lee
{"title":"Traumatizing, growing, or both? Exploring the role of social media in communal coping during vicarious traumatization","authors":"Geyi Wang ,&nbsp;Jo-Yun Li ,&nbsp;Yeunjae Lee","doi":"10.1016/j.tele.2025.102251","DOIUrl":"10.1016/j.tele.2025.102251","url":null,"abstract":"<div><div>Social media now plays a vital role in disseminating information about traumatic events, leading to vicarious traumatization that individuals do not directly experience. However, social media platforms also provide individuals opportunities for coping with stressors. To understand how coping strategies extend beyond individual level in the face of widespread vicarious traumatization on social media, this study adopts the communal coping theory and the theoretical model of communal coping (ETMCC) to explore individuals’ perception and coping mechanisms. Specifically, our research focuses on the Itaewon crowd crush as a case study to examine how social media vicarious traumatization can serve as a stressor, eliciting communal coping process. This study surveyed 410 Koreans, with an average age of 28.8, who regularly use social media. The results support the applicability of the ETMCC framework in the context of vicarious traumatization, showing social media’s dual role in both triggering and alleviating trauma. Participants engaged in various social media coping strategies and perceived communal coping through online interactions. The findings highlight how social media behaviors can foster posttraumatic growth, offering valuable insights for community recovery after trauma.</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"98 ","pages":"Article 102251"},"PeriodicalIF":7.6,"publicationDate":"2025-02-12","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143453041","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Populist radical-right attitudes, media trust, and social media reliance: Combining survey and tracking data to investigate predictors of online exposure to disinformation 民粹主义极右翼态度、媒体信任和社交媒体依赖:结合调查和跟踪数据来调查在线接触虚假信息的预测因素
IF 7.6 2区 管理学
Telematics and Informatics Pub Date : 2025-02-11 DOI: 10.1016/j.tele.2025.102250
Clara Christner , Mykola Makhortykh , Teresa Gil-Lopez
{"title":"Populist radical-right attitudes, media trust, and social media reliance: Combining survey and tracking data to investigate predictors of online exposure to disinformation","authors":"Clara Christner ,&nbsp;Mykola Makhortykh ,&nbsp;Teresa Gil-Lopez","doi":"10.1016/j.tele.2025.102250","DOIUrl":"10.1016/j.tele.2025.102250","url":null,"abstract":"<div><div>Despite the conceptual affinity of right-wing populism and disinformation, we know little about whether populist radical-right (PRR) attitudes impact exposure to disinformation online. Previous research indicates that individual characteristics and media use affect the likelihood of being exposed to (more) disinformation. However, few studies examined the effect of PRR attitudes on exposure to disinformation. Further, previous studies show limitations with regard to the measurement of actual online exposure to disinformation. For this study, we used a novel approach to understand how PRR attitudes, media trust and social media usage affect online exposure to disinformation in the beginning of the corona pandemic. We combined survey and tracking data on individual online information behavior of N = 594 participants from Germany. To identify disinformation in the tracking data, we developed a hybrid machine-human approach combining automated classification of disinformation with hand-coding. Findings show very low average online exposure to disinformation, but high concentration among a small group of individuals and websites. Higher levels of PRR attitudes, trust in non-traditional media, reliance on social media for political information, and lower levels of education predicted a higher online exposure to disinformation.</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"98 ","pages":"Article 102250"},"PeriodicalIF":7.6,"publicationDate":"2025-02-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143465521","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Who wants to be a YouTuber? Personality traits predict the desire to become a social media influencer 谁想成为YouTuber?性格特征可以预测成为社交媒体影响者的愿望
IF 7.6 2区 管理学
Telematics and Informatics Pub Date : 2025-02-06 DOI: 10.1016/j.tele.2025.102248
Michal Misiak , Arkadiusz Urbanek , Tomasz Frackowiak , Piotr Sorokowski
{"title":"Who wants to be a YouTuber? Personality traits predict the desire to become a social media influencer","authors":"Michal Misiak ,&nbsp;Arkadiusz Urbanek ,&nbsp;Tomasz Frackowiak ,&nbsp;Piotr Sorokowski","doi":"10.1016/j.tele.2025.102248","DOIUrl":"10.1016/j.tele.2025.102248","url":null,"abstract":"<div><div>The rise of social media influencing as a career path has sparked both public interest and concern, particularly regarding young people's aspirations. This study investigated how personality traits influence the motivation to become a social media influencer among young adults in Poland (n = 362) and the United Kingdom (n = 411). We examined the Big Five personality traits, narcissism, and histrionism as potential predictors of influencer career aspirations. Participants (N = 773, aged 16–17) completed personality assessments and rated their motivation to pursue various professions. Hierarchical regression analyses revealed that higher levels of extraversion, narcissism, and histrionism were positively associated with motivation to become a social media influencer, while conscientiousness exhibited an inconsistent negative association. Country-specific analyses indicated that narcissism was a significant predictor in Poland, whereas extraversion, conscientiousness, and histrionism were significant predictors in the UK. These findings highlight the interplay between personality and career aspirations in the digital age. While pursuing influencer careers may offer opportunities for self-expression that appeal to certain personality types, it also poses psychological risks, particularly for individuals high in narcissism and histrionism. These results have implications for career counselling and mental health professionals, supporting young adults navigating the new professional landscape.</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"98 ","pages":"Article 102248"},"PeriodicalIF":7.6,"publicationDate":"2025-02-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143395173","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Nurture over nature? The effects of inferred personality traits and structural social capital on individual resilience 后天培养胜过自然?推断性人格特质和结构性社会资本对个体心理弹性的影响
IF 7.6 2区 管理学
Telematics and Informatics Pub Date : 2025-02-04 DOI: 10.1016/j.tele.2025.102249
Fengjiao Zhang , Zhao Pan , Bingli Luo , Qian Hu
{"title":"Nurture over nature? The effects of inferred personality traits and structural social capital on individual resilience","authors":"Fengjiao Zhang ,&nbsp;Zhao Pan ,&nbsp;Bingli Luo ,&nbsp;Qian Hu","doi":"10.1016/j.tele.2025.102249","DOIUrl":"10.1016/j.tele.2025.102249","url":null,"abstract":"<div><div>Due to increasing pressures from work, family, and society, mental health problems have become an urgent challenge in recent years. Individual resilience—a person’s capacity to cope with considerable change, adversity, or risk—can help decrease the likelihood of mental health problems and recover to a healthy state quickly. Despite its importance for individuals’ mental health, resilience has not received enough attention in the literature. Therefore, using the Myers-Briggs Type Indicator (MBTI), we aim to investigate the influence of personality traits on individual resilience in the mental health context. Meanwhile, based on trait activation theory, we consider the structural social capital as a trait-relevant situational cue and explore its moderating effect on the relationship between personality traits and individual resilience. We trained a deep learning model to infer a user’s personality traits from user-generated textual content, constructed a rule-based algorithm to evaluate individual resilience, and used social network analysis to measure structural social capital. And then we tested our hypotheses using a pooled regression model based on panel data. The results indicated that higher individual resilience is related to higher extroversion, feeling, and perceiving relevant personality traits. Introverts and judgers become more resilient when structural social capital is present. Our findings reveal the important role that personality traits (nature) and structural social capital (nurture) play in shaping and influencing individual resilience. The study offers valuable insights for community managers to identify potential users with low levels of resilience and give them extra care and help.</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"98 ","pages":"Article 102249"},"PeriodicalIF":7.6,"publicationDate":"2025-02-04","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143378324","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Overloaded yet addicted? A meta-analysis of the outcomes of social media overload 超负荷还是上瘾?对社交媒体超载结果的荟萃分析
IF 7.6 2区 管理学
Telematics and Informatics Pub Date : 2025-02-03 DOI: 10.1016/j.tele.2025.102247
Olli Tyrväinen , Henri Pirkkalainen , Markus Salo , Heikki Karjaluoto
{"title":"Overloaded yet addicted? A meta-analysis of the outcomes of social media overload","authors":"Olli Tyrväinen ,&nbsp;Henri Pirkkalainen ,&nbsp;Markus Salo ,&nbsp;Heikki Karjaluoto","doi":"10.1016/j.tele.2025.102247","DOIUrl":"10.1016/j.tele.2025.102247","url":null,"abstract":"<div><div>This meta-analysis advances the understanding of social media overload’s dimensions and outcomes. Drawing from the transactional view of technostress and the theory on self-regulation, it theorizes the role played by four dimensions of social media overload —information, social, communication, and system feature overload. Linked to exhaustion and addiction, these dimensions affect self-regulation. Although exhaustion reduces work performance and increases the intention to discontinue social media use, addiction decreases the discontinuance intention and hinders work performance. The study contributes to the information systems literature with an improved understanding of the relation between two literature streams—technostress and information technology addiction.</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"98 ","pages":"Article 102247"},"PeriodicalIF":7.6,"publicationDate":"2025-02-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143225979","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"管理学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
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