{"title":"Why do metaverse government services fail? Understanding the influences of different failure types on citizens’ satisfaction with meta-government services in China","authors":"Yonghan Zhu , Marijn Janssen","doi":"10.1016/j.tele.2025.102281","DOIUrl":"10.1016/j.tele.2025.102281","url":null,"abstract":"<div><div>The metaverse is still in its early stages, and most prototype metaverse platforms fail to fulfill their potential and meet users’ demands. Numerous studies have focused on the success of metaverse applications. However, there has been limited research on the failure of the metaverse services. Based on digital service failure model (DSFM), uses and gratification theory (U&G), and organizational failure diagnosis model (OFDM), an integrated model to investigate the influences of different failure types on citizens’ satisfaction with <em>meta</em>-government services is developed. The model was tested using a survey of 402 responses in China, which were analyzed using a hybrid structural equation modeling artificial neural network (SEM-ANN) approach. The findings indicated that organizational failure exerts the most powerful effect on citizens’ satisfaction. Moreover, information, service, system, and psychological needs failure, negatively influence citizens’ satisfaction. In addition, technology anxiety can weaken the influences of information, system, psychological needs, and organizational failures on citizens’ satisfaction while enhancing the relationship between service failure and citizens’ satisfaction. This research contributes initial and original insights into the failure types of <em>meta</em>-government services and their impacts, addressing a significant gap in the literature.</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"100 ","pages":"Article 102281"},"PeriodicalIF":7.6,"publicationDate":"2025-05-07","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143934873","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}
Arunima Krishna , Michelle A. Amazeen , Rob Eschmann
{"title":"Online vaccine misinformation and susceptible publics: Understanding the differences between misinformation-immune, -vulnerable, -receptive, and -amplifying publics’ perceptions and behavioral intentions","authors":"Arunima Krishna , Michelle A. Amazeen , Rob Eschmann","doi":"10.1016/j.tele.2025.102279","DOIUrl":"10.1016/j.tele.2025.102279","url":null,"abstract":"<div><div>As misinformation, particularly on social media, continues to be a social problem, a growing body of literature seeks to understand how to correct such messages. This study sought to understand the four misinformation-susceptible publics’ perceptions of messages designed to correct misinformation, and their resultant behavioral intentions. Using data from two studies, one based on MMR vaccine misinformation (N = 1067) and the second on Covid-19 vaccine misinformation (N = 1697), this study served to use the typology of misinformation-susceptible publics across two issues that have been subjected to extensive misinformation in both mainstream and social media. As expected, misinformation-amplifying publics were found to be least receptive to misinformation correction messages compared to the other three groups and reported the lowest likelihood of getting vaccinated. The implications of this work for theory and practice are discussed (135 words).</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"99 ","pages":"Article 102279"},"PeriodicalIF":7.6,"publicationDate":"2025-04-25","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143882998","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}
{"title":"Why share debunking information? Investigating the relationship between motivation, sharing behavior, gratification, and continuous sharing intentions","authors":"Fan Chao , Guang Yu , Yuan Sun","doi":"10.1016/j.tele.2025.102280","DOIUrl":"10.1016/j.tele.2025.102280","url":null,"abstract":"<div><div>The widespread dissemination of debunking information is essential for effectively controlling rumors. This study integrates the uses and gratifications theory with media system dependency theory and employs two survey studies to examine the complex relationships among social media usage motivations, willingness to share debunking information, gratification, and continued sharing intentions. The findings indicate that, in the context of debunking information sharing, motivations related to self-expression, altruism, and entertainment are significant within the three-goal categories of understanding, orientation, and play in individuals’ media system dependencies. Users with stronger motivations in these areas are more inclined to share debunking information. Additionally, the willingness to share debunking information positively influences users’ gratification, with this effect being more pronounced when the audience size is larger. Furthermore, higher gratification derived from sharing debunking information strengthens users’ continued intention to share. However, habitual sharing weakens this relationship. These findings contribute to a deeper understanding of social media users’ debunking information-sharing behaviors from the perspective of information recipients. The study also provides actionable strategies for practitioners to enhance the effectiveness of debunking information dissemination.</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"99 ","pages":"Article 102280"},"PeriodicalIF":7.6,"publicationDate":"2025-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143874578","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}
{"title":"When AI takes your call: Investigating the impact of conversational styles on customer service agents’ affective delivery","authors":"Inyoung Jang , Jaekwang Kim , Inyoung Park","doi":"10.1016/j.tele.2025.102277","DOIUrl":"10.1016/j.tele.2025.102277","url":null,"abstract":"<div><div>Designing systems for proper conversation is one of the main challenges in developing affective artificial intelligence such as AI customer service agents (CSAs). While service interaction studies underscore that CSA’s sincerity plays a key role in affective service delivery, there is limited research on how people perceive sincerity from non-human AI CSAs. By simulating real voice-based customer service interactions, our study presented a research model to examine how the conversational styles (task-oriented vs. emotion-oriented) influence individual’s perceived sincerity and affective delivery of AI CSAs. Results indicate that the conversational styles and CSA type (human vs. AI) jointly influenced perceived sincerity. Further, perceived sincerity mediated the interaction effect between CSA type and conversational style on perceived affective delivery. This paper advances the existing literature on affective delivery of AI by elucidating how different conversation designs can enhance customer perceptions in voice-mediated AI communications.</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"99 ","pages":"Article 102277"},"PeriodicalIF":7.6,"publicationDate":"2025-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143895618","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}
{"title":"How live streaming influences trust in social commerce: A parasocial relationship perspective","authors":"Chia Yen Yang , Boon Xuan Koh , Kok Wai Chew","doi":"10.1016/j.tele.2025.102274","DOIUrl":"10.1016/j.tele.2025.102274","url":null,"abstract":"<div><div>Due to the rise of live streaming shopping, building customer trust is essential for online small business sellers. However, prior live streaming shopping research has overlooked the importance of livestream viewers’ parasocial relationship as a bridge to connect trust. Based on the Stimulus-Organism-Response (S-O-R) framework, this study aims to investigate the antecedents of parasocial relationship including immersion, presence, and perceived enjoyment that have been underexplored previously, as to how they influence parasocial relationship, and subsequently leading to trust and purchase intention. A total of 340 survey questionnaires are collected and data is analyzed using PLS-SEM. The findings demonstrate that presence has the strongest influence, compared to perceived enjoyment and immersion on parasocial relationship. Moreover, parasocial relationship help cultivate consumers’ trust, with stronger effect of trust in the seller than trust in the product, leading to greater purchase intention. In the technology and virtual environment, our findings shed light on the importance of viewers’ perceptual stimuli to develop parasocial relationship, shaping trust and purchase intention. This study informs effective practical implications to online small business sellers.</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"99 ","pages":"Article 102274"},"PeriodicalIF":7.6,"publicationDate":"2025-04-19","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143864246","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}
Kaisla Kajava , Ana Paula Gonzalez Torres , Antti Rannisto , Shintaro Sakai
{"title":"Justifying AI regulation: Examining multi-stakeholder responses to the AI Act","authors":"Kaisla Kajava , Ana Paula Gonzalez Torres , Antti Rannisto , Shintaro Sakai","doi":"10.1016/j.tele.2025.102278","DOIUrl":"10.1016/j.tele.2025.102278","url":null,"abstract":"<div><div>The regulation of artificial intelligence (AI) has sparked discussions among stakeholders since the introduction of the European AI Act (AIA) regulatory proposal. This study examines how stakeholders justified their arguments around AI and its regulation in multi-stakeholder feedback on the first draft of the AIA.</div><div>Drawing on the framework of social justifications (<span><span>Boltanski and Thévenot, 2006</span></span>) and leveraging Natural Language Inference (NLI) for assisted reading, the paper identifies areas of contestation and similarity between stakeholders from the technology industry, academia, non-governmental organizations, and the public sector.</div><div>The findings show that stakeholders employed similar justifications to differing ends, suggesting that there exists some shared conception or tactical recognition of the types of justifications that are considered effective in this context. The paper argues that industry-driven discourse influences how stakeholders argue for and against regulating AI, and that justifications differ in the means they propose for achieving a similar end goal.</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"99 ","pages":"Article 102278"},"PeriodicalIF":7.6,"publicationDate":"2025-04-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143838717","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}
{"title":"When and why algorithmic control leads to app-based gig workers’ deviant work behaviour in China: A mixed-methods study in the food delivery sector","authors":"Ming Chi , Yongshun Xu , Yihao Yang","doi":"10.1016/j.tele.2025.102267","DOIUrl":"10.1016/j.tele.2025.102267","url":null,"abstract":"<div><div>Algorithmic control (AC) aligns worker behaviour with organisational goals and has consequently become a central feature of the gig economy. Despite its success, the impact of AC on deviant work behaviours (DWB) among app-based gig workers (app-workers) remains unclear, as it can yield both positive and negative effects. To address these contradictory outcomes, this study draws on the transactional model of stress and coping, proposing that AC may be perceived as a hindrance, leading to DWB through organisational dehumanisation, or as a challenge, reducing DWB through job crafting. We also examine how technology readiness moderates workers’ appraisals of AC. Employing a mixed-methods approach, the study combines quantitative data from 317 app-workers in China (Study 1) and qualitative insights from 28 app-workers in China (Study 2). The results of Study 1 reveal that AC has a direct negative impact on app-workers’ DWB, and an indirect negative impact through job crafting. This indirect effect is stronger when technology readiness is higher. Conversely, AC also has a positive indirect impact on DWB via organisational dehumanisation, with this effect being stronger when technology readiness is lower. The qualitative findings from Study 2 provide deeper insights into these relationships. Overall, the results offer important theoretical and practical implications for understanding app-workers’ psychological and behavioural responses to AC, suggesting ways to mitigate the negative effects of AC and improve its effectiveness in the gig economy.</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"99 ","pages":"Article 102267"},"PeriodicalIF":7.6,"publicationDate":"2025-04-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143807117","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}
{"title":"Who owns AI-generated artwork? Revisiting the work of generative AI based on human-AI co-creation","authors":"Yohan Hwang , Dongkwang Shin , Jang Ho Lee","doi":"10.1016/j.tele.2025.102266","DOIUrl":"10.1016/j.tele.2025.102266","url":null,"abstract":"<div><div>Generative Artificial Intelligence (AI) tools have become increasingly common in educational contexts. However, questions remain regarding the ownership and copyright of intellectual property generated through human-AI collaboration. The present study explored Korean college students’ perceptions of ownership and copyright over images generated through the iterative process of refining prompts within AI image generators. Participants engaged in the image generation project of visualizing the meaning of target words using ChatGPT to generate prompts for the Bing Image Creator. Post-project survey and reflection papers were administered to assess their emotions, sense of ownership, and copyright views related to AI-generated images through the prompts. Sentiment analysis revealed the complexity of participants’ attitudes toward AI and its creation. Views on copyright varied from individual attribution to shared or uncertain ownership. Frequency of prompt use significantly influenced ownership and prompt-based perceptions of copyright. The results of this study provide insight into the intellectual property issues arising from human-AI co-creation, and point to the urgent need for more discussion and balanced views on creative collaboration with AI.</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"98 ","pages":"Article 102266"},"PeriodicalIF":7.6,"publicationDate":"2025-04-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143760244","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}
Timo Gnambs , Jan-Philipp Stein , Sabine Zinn , Florian Griese , Markus Appel
{"title":"Attitudes, experiences, and usage intentions of artificial intelligence: A population study in Germany","authors":"Timo Gnambs , Jan-Philipp Stein , Sabine Zinn , Florian Griese , Markus Appel","doi":"10.1016/j.tele.2025.102265","DOIUrl":"10.1016/j.tele.2025.102265","url":null,"abstract":"<div><div>Artificial intelligence (AI) increasingly affects individuals’ private and professional lives. Importantly, both the acceptance and adoption of new AI technologies in society is heavily impacted by the attitudes that people hold; yet, there is currently limited information on how people perceive and intend to use AI at the national and demographic levels. Therefore, this study examined a random sample of 1,098 German adults to assess their attitudes, experiences, and usage intentions regarding AI in work, healthcare, and education. The findings indicated that respondents generally held favorable attitudes towards AI, with AI applications in healthcare receiving more positive evaluations than AI in the context of work. Moreover, cognitive evaluations of AI were more positive than emotional or behavioral appraisals. Prior experiences with AI were, however, limited, particularly in healthcare and education. Demographic differences were generally small. Taken together, these findings demonstrate that, in Germany, AI is currently widely accepted in different domains, although most people have little first-hand experience with it. These insights can inform policymakers and stakeholders who care about the proliferation of AI in society.</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"98 ","pages":"Article 102265"},"PeriodicalIF":7.6,"publicationDate":"2025-03-11","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143628707","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}
{"title":"Exploring the competitive market structure of digital-based subscription economy: The empirical investigation of South Korea","authors":"Dongnyok Shim , Yunwoo Choi , Changjun Lee","doi":"10.1016/j.tele.2025.102264","DOIUrl":"10.1016/j.tele.2025.102264","url":null,"abstract":"<div><div>The digital-based subscription economy has experienced rapid growth and diversification, yet existing research predominantly focuses on single-service adoption factors, failing to capture the complexity of multi-service consumer behavior. This study aims to provide a comprehensive analysis of the digital-based subscription economy in South Korea by examining the interrelationships between various subscription services and identifying distinct consumer segments. Utilizing data from the 2022 Korea Media Panel Survey, we employ Multivariate Probit (MVP) and Latent Class Model (LCM) analyses, to elucidate the correlations among service types and ascertain patterns of concurrent or substitutive usage. Our findings reveal a clear hierarchy of preferences, with Subscription Video on Demand (SVOD) emerging as the most preferred option, followed by music streaming, newsletters, e-books, educational content, and knowledge information services. The MVP analysis also uncovers significant negative correlations between SVOD and other content types, suggesting a potential substitution effect, while positive correlations are observed among newsletters, music streaming, and e-book services, indicating complementary relationships. The LCM analysis identifies three distinct consumer segments: “News-centric Subscribers,” “Diverse Content Consumers,” and “SVOD Enthusiasts,” each characterized by unique subscription patterns and demographic profiles. This study contributes to the literature by developing a comprehensive framework for understanding multi-service adoption in the digital content subscription market, challenging traditional single-service adoption models. Our findings also have significant implications for content providers and marketers, offering insights for developing targeted bundling strategies and demographic-based marketing approaches.</div></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"98 ","pages":"Article 102264"},"PeriodicalIF":7.6,"publicationDate":"2025-03-09","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143611378","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}