Telematics and Informatics最新文献_第8页

Exploring cross-national divide in government adoption of artificial intelligence: Insights from explainable artificial intelligence techniques 探索政府采用人工智能的跨国差异：可解释人工智能技术的启示

IF 8.5 2区管理学

Telematics and Informatics Pub Date : 2024-05-03 DOI: 10.1016/j.tele.2024.102134

Shangrui Wang , Yiming Xiao , Zheng Liang

{"title":"Exploring cross-national divide in government adoption of artificial intelligence: Insights from explainable artificial intelligence techniques","authors":"Shangrui Wang , Yiming Xiao , Zheng Liang","doi":"10.1016/j.tele.2024.102134","DOIUrl":"https://doi.org/10.1016/j.tele.2024.102134","url":null,"abstract":"<div><p>Despite the recognized potential of artificial intelligence (AI) to improve governance, a significant divide in AI adoption exists among governments globally. However, little is known about the underlying causes behind the divide, hindering effective strategies to bridge it. Drawing on the AI capability concept and the Technology-Organization-Environment (TOE) framework, this study employs Explainable Artificial Intelligence (XAI) models to analyze the multifaceted factors influencing AI adoption by governments worldwide. The results underscore the critical roles of internet security and internet usage within the technological dimension, regulatory quality, government effectiveness, government expenditure, rule of law, and corruption control within the organizational dimension, and globalization, median age and GDP per capita within the environmental dimension. Notably, our analysis explores the intricate effects of these variables on government AI adoption, identifying inflection points where their impacts undergo significant shifts in magnitude and direction. This nuanced exploration provides a comprehensive understanding of government AI adoption globally and illustrates targeted strategies for governments to bridge the AI adoption divide, making theoretical, methodological and practical implications.</p></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"90 ","pages":"Article 102134"},"PeriodicalIF":8.5,"publicationDate":"2024-05-03","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140905279","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

From whispers to warriors: Public atmosphere’s role in mobilizing social media users against rumors 从窃窃私语到勇士：公共氛围在动员社交媒体用户反对谣言方面的作用

IF 8.5 2区管理学

Telematics and Informatics Pub Date : 2024-04-23 DOI: 10.1016/j.tele.2024.102133

Xiao-Liang Shen , You Wu

{"title":"From whispers to warriors: Public atmosphere’s role in mobilizing social media users against rumors","authors":"Xiao-Liang Shen , You Wu","doi":"10.1016/j.tele.2024.102133","DOIUrl":"10.1016/j.tele.2024.102133","url":null,"abstract":"<div><p>Governments and social media platforms strive to combat the spread of online rumors by fostering a positive public atmosphere of rumor combating. However, the effectiveness of this approach remains uncertain, as do the underlying mechanisms through which public atmosphere mobilizes social media users against rumors. Leveraging insights from psychological attachment theory and ethics research, this study aims to examine the mediating mechanisms and boundary conditions for the relationship between public atmosphere and rumor-combating participation (RCP). This empirical study employed a hypothetical scenario method to design two scenarios (i.e., strong vs. weak public atmosphere of rumor combating), and collected 331 valid responses using the MTurk platform. The results provide empirical evidence that public atmosphere significantly facilitates RCP. Moreover, high-level psychological attachment (i.e., identification and internalization) fully mediates the relationship between public atmosphere and RCP, but low-level psychological attachment (i.e., compliance) does not act as a mediator. Further examination of the boundary conditions revealed that moral judgment positively moderates the relationship between public atmosphere and psychological attachment (both high-level and low-level). However, anticipated guilt only exerts a positive moderating influence on the relationship between public atmosphere and low-level psychological attachment. This study provides fresh insights by revealing that public atmosphere can promote RCP by enhancing high-level psychological attachment, while uncovering the distinct moderating roles played by moral cognition and emotion in the process. Therefore, this paper not only advances our theoretical understanding of why and under what conditions public atmosphere influences RCP, but also offers practical insights into strategies for mobilizing social media users to combat rumors.</p></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"90 ","pages":"Article 102133"},"PeriodicalIF":8.5,"publicationDate":"2024-04-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140790595","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

Beyond privacy and security: Exploring ethical issues of smart metering and non-intrusive load monitoring 超越隐私和安全：探讨智能计量和非侵入式负荷监测的伦理问题

IF 8.5 2区管理学

Telematics and Informatics Pub Date : 2024-04-22 DOI: 10.1016/j.tele.2024.102132

Adrian Gavorník, Juraj Podroužek, Štefan Oreško, Natália Slosiarová, Gabriela Grmanová

{"title":"Beyond privacy and security: Exploring ethical issues of smart metering and non-intrusive load monitoring","authors":"Adrian Gavorník, Juraj Podroužek, Štefan Oreško, Natália Slosiarová, Gabriela Grmanová","doi":"10.1016/j.tele.2024.102132","DOIUrl":"https://doi.org/10.1016/j.tele.2024.102132","url":null,"abstract":"<div><p>Artificial intelligence is believed to facilitate cost-effective and clean energy by optimizing consumption, reducing emissions, and enhancing grid reliability. Approaches such as non-intrusive load monitoring (NILM) offer energy efficiency insights but raise ethical concerns. In this paper, we identify most prominent ethical and societal issues by surveying relevant literature on smart metering and NILM. We combine these findings with empirical insights gained from qualitative workshops conducted with an electricity supplier piloting the use of AI for power load disaggregation. Utilizing the requirements for trustworthy AI, we show that while issues related to privacy and security are the most widely discussed, there are many other equally important ethical and societal issues that need to be addressed, such as algorithmic bias, uneven access to infrastructure, or loss of human control and autonomy. In total, we identify 19 such overarching themes and explore how they align with practitioners' perspectives and how they embody the seven core requirements for trustworthy AI systems defined by the Ethics Guidelines for Trustworthy AI.</p></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"90 ","pages":"Article 102132"},"PeriodicalIF":8.5,"publicationDate":"2024-04-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140644142","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

You have been blocked: Exploring the psychological, personality, and cognitive traits of blocking misinformation sources on social media 您已被屏蔽探索在社交媒体上屏蔽错误信息来源的心理、人格和认知特征

IF 8.5 2区管理学

Telematics and Informatics Pub Date : 2024-04-02 DOI: 10.1016/j.tele.2024.102123

Saifuddin Ahmed, Adeline Wei Ting Bee, Muhammad Masood, Tan Han Wei

{"title":"You have been blocked: Exploring the psychological, personality, and cognitive traits of blocking misinformation sources on social media","authors":"Saifuddin Ahmed, Adeline Wei Ting Bee, Muhammad Masood, Tan Han Wei","doi":"10.1016/j.tele.2024.102123","DOIUrl":"https://doi.org/10.1016/j.tele.2024.102123","url":null,"abstract":"<div><p>While extensive research has explored user engagement with misinformation, there remains a gap in understanding how individuals respond to those who share misinformation by blocking them. This study explores the factors influencing this blocking behavior, including social media news consumption, psychological traits, personality, and cognitive characteristics. Through three studies conducted in varying political contexts (the US and Singapore) and focusing on different types of misinformation (political, health, and political and entertainment deepfakes), we employ the dual motivation framework to analyze the interplay between social media news consumption and the decision to block sources of misinformation. Additionally, we investigate the role of the fear of missing out as a mediator in this relationship and how traits such as conscientiousness and cognitive ability moderate it. Our findings suggest that individuals who frequently consume social media news are more inclined to block sources of misinformation due to a heightened fear of missing out. Furthermore, those with lower levels of cognitive ability and conscientiousness exhibit a greater tendency to block misinformation sources. This research enhances our understanding of the mechanisms driving blocking behavior on social media in response to misinformation and underscores the importance of considering sociopolitical factors in understanding such behaviors.</p></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"89 ","pages":"Article 102123"},"PeriodicalIF":8.5,"publicationDate":"2024-04-02","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0736585324000273/pdfft?md5=6562c7cc1161a5e3d86d409cc138d7a1&pid=1-s2.0-S0736585324000273-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140347909","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

Are narcissists trolls? A cross-sectional study about aggression, trolling behavior, narcissism, and the moderating role of self-esteem 自恋者是巨魔吗？关于攻击性、钓饵行为、自恋以及自尊的调节作用的横断面研究

IF 8.5 2区管理学

Telematics and Informatics Pub Date : 2024-03-30 DOI: 10.1016/j.tele.2024.102122

Elke Rohmann , Sarah Marie Winkler , Phillip Ozimek , Hans-Werner Bierhoff

{"title":"Are narcissists trolls? A cross-sectional study about aggression, trolling behavior, narcissism, and the moderating role of self-esteem","authors":"Elke Rohmann , Sarah Marie Winkler , Phillip Ozimek , Hans-Werner Bierhoff","doi":"10.1016/j.tele.2024.102122","DOIUrl":"https://doi.org/10.1016/j.tele.2024.102122","url":null,"abstract":"<div><p>Whether in social media, in news services, or via instant messaging systems - in places where people communicate online, one can occasionally encounter internet trolls. Trolls are real people, who engage in destructive, aggressive, or disruptive behavior online, usually under the protection of anonymity. In this cross-sectional study the relationship between grandiose and vulnerable narcissism, self-esteem, aggression, and trolling behavior was investigated on the basis of four assumptions. To test the hypotheses, data from 149 participants were analyzed. The results indicated that aggression and trolling behavior were positively related. Significant positive correlations of both forms of narcissism with aggression and trolling behavior were obtained. Finally, the extent to which self-esteem exhibits a moderating influence on the association between narcissism and trolling was examined. Specifically, high self-esteem was shown to weaken the correlation between narcissism and trolling behavior. Therefore, high self-esteem neutralized the unfavorable impact of high narcissism on trolling. The findings may serve to better understand the personality structure of trolls and the psychological mechanisms involved in their internet trolling behavior.</p></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"90 ","pages":"Article 102122"},"PeriodicalIF":8.5,"publicationDate":"2024-03-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0736585324000261/pdfft?md5=51af5720e7783f9b425a950d1195d85f&pid=1-s2.0-S0736585324000261-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140536216","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

The interplay of virtual reality and narrative story in disaster journalism through empathy, transportation, and identification 灾难新闻中虚拟现实与叙事故事通过移情、运输和识别的相互作用

IF 8.5 2区管理学

Telematics and Informatics Pub Date : 2024-03-15 DOI: 10.1016/j.tele.2024.102121

Jiyoung Lee , Da-young Kang

{"title":"The interplay of virtual reality and narrative story in disaster journalism through empathy, transportation, and identification","authors":"Jiyoung Lee , Da-young Kang","doi":"10.1016/j.tele.2024.102121","DOIUrl":"https://doi.org/10.1016/j.tele.2024.102121","url":null,"abstract":"<div><p>Although virtual reality (VR) has been shown to be an effective means of delivering news stories, there is still a lack of understanding as to how VR can complement specific narrative formats, such as textual news, in journalism. This study investigates the impact of using VR (vs. 360° videoon a 2D screen) to deliver textual news with high (vs. low) narrativity in terms of triggering issue involvement through three immersion-related psychological responses (empathy, transportation, and identification) within the realm of disaster journalism, wherein victims’ experiences are conveyed to users. The results of a between-subject experiment (<em>N</em> = 144) showed that VR (vs. 2D) reported higher transportation. Moreover, VR (vs. 2D) elicited greater empathy when used in conjunction with the textual disaster news with high (vs. low) narrativity, which further increased issue involvement. These findings provide insights that are expected to be helpful in harnessing the potential of VR for narrative storytelling in journalism, which can provoke an empathetic and visceral understanding of victims in disaster news.</p></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"89 ","pages":"Article 102121"},"PeriodicalIF":8.5,"publicationDate":"2024-03-15","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140195457","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

“It’s too much”: Excessive smartphone use during the COVID-19 crisis, information overload, and infection self-efficacy "太多了"：COVID-19 危机期间过度使用智能手机、信息超载和感染自我效能感

IF 8.5 2区管理学

Telematics and Informatics Pub Date : 2024-03-06 DOI: 10.1016/j.tele.2024.102119

Jörg Matthes, Ariadne Neureiter, Anja Stevic, Selina Noetzel

{"title":"“It’s too much”: Excessive smartphone use during the COVID-19 crisis, information overload, and infection self-efficacy","authors":"Jörg Matthes, Ariadne Neureiter, Anja Stevic, Selina Noetzel","doi":"10.1016/j.tele.2024.102119","DOIUrl":"https://doi.org/10.1016/j.tele.2024.102119","url":null,"abstract":"<div><p>During the COVID-19-related lockdowns around the world, individuals received a permanent digital stream of information about the pandemic via their smartphones. We theorize that such excessive COVID-19-related smartphone use can affect information overload, i.e., the perception of being exposed to too much information about COVID-19. We also introduce the notion of infection self-efficacy, the feeling that one is able to control the likelihood of being infected. We conducted a two-wave panel survey among an adult sample in Austria (<em>N</em><sub>T2</sub> = 416) during the first lockdown in 2020. Findings of a metric measurement invariant structural equation model revealed that excessive smartphone use predicts information overload over time. Moreover, information overload resulted in lower infection self-efficacy after one month. Reciprocal effects showed that information overload at T1 also increased excessive smartphone use at T2, suggesting a spiral. However, infection self-efficacy did not predict information overload and excessive smartphone use over time. Our findings contribute to the literature on information processing mechanisms by providing clear evidence for the reciprocal relationship between excessive smartphone use and information overload over time. The findings are also important for health scholarship because they explain individuals’ perceptions about whether they are able to protect themselves from COVID-19.</p></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"89 ","pages":"Article 102119"},"PeriodicalIF":8.5,"publicationDate":"2024-03-06","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0736585324000236/pdfft?md5=821e2c7491bc9d9f3780adad9c22307e&pid=1-s2.0-S0736585324000236-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140122152","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

Measuring social support for depression on social media: A multifaceted study on user interaction and emotional spread 衡量社交媒体对抑郁症的社会支持：关于用户互动和情感传播的多方面研究

IF 8.5 2区管理学

Telematics and Informatics Pub Date : 2024-03-01 DOI: 10.1016/j.tele.2024.102120

Xiao-Kun Wu , Yi-Yin Zhou , Bu Zhong

引用次数: 0

Digital infrastructure and innovation in Africa: Does human capital mediates the effect? 非洲的数字基础设施和创新：人力资本是否起中介作用？

IF 8.5 2区管理学

Telematics and Informatics Pub Date : 2024-02-23 DOI: 10.1016/j.tele.2024.102111

Dennis Boahene Osei

{"title":"Digital infrastructure and innovation in Africa: Does human capital mediates the effect?","authors":"Dennis Boahene Osei","doi":"10.1016/j.tele.2024.102111","DOIUrl":"https://doi.org/10.1016/j.tele.2024.102111","url":null,"abstract":"<div><p>While both theory and empirical evidence have established the critical role of digital infrastructure in promoting innovation, there needs to be more understanding of factors mediating this nexus, especially from the African context, which is understudied. This paper argues that digital infrastructure spurs innovation, but the overall effect depends on countries’ level of human capital. Relying on data from 28 African countries spanning 2011–2019 and the system Generalized Method of Moment (GMM) estimator, this study departs from the extant literature by examining the synergistic effect of digital infrastructure and human capital on innovation while placing much emphasis on the multidimensional measurement approach of digital infrastructure. The results show a positive relationship between digital infrastructure and innovation in Africa. Furthermore, the interactive effect of digital infrastructure and human capital is significantly related to innovation, implying that digital infrastructure can indirectly enhance innovation through human capital accumulation. To promote innovation, the study recommends that policies that improve digital infrastructure should be pursued simultaneously with policies that enhance human capital.</p></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"89 ","pages":"Article 102111"},"PeriodicalIF":8.5,"publicationDate":"2024-02-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S0736585324000157/pdfft?md5=41ed14f0bbb056ab7fd839b1b5566921&pid=1-s2.0-S0736585324000157-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"140052710","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

Why do people use Metaverse? A uses and gratification theory perspective 人们为什么使用 Metaverse？从使用和满足理论的角度看

IF 8.5 2区管理学

Telematics and Informatics Pub Date : 2024-02-16 DOI: 10.1016/j.tele.2024.102110

Heeseung Yu

{"title":"Why do people use Metaverse? A uses and gratification theory perspective","authors":"Heeseung Yu","doi":"10.1016/j.tele.2024.102110","DOIUrl":"https://doi.org/10.1016/j.tele.2024.102110","url":null,"abstract":"<div><p>In recent years, continued advancements in 5G and other communications technologies, coupled with the disruptions in physical interactions brought about by the COVID-19 pandemic, have drawn global attention and capital to the metaverse. In this context, the present study was conducted with the aim of developing and validating multidimensional usage motivation factors that capture the unique properties of the metaverse. In addition to extensive literature research, a Delphi study was conducted with a group of 30 professionals to derive the initial items for metaverse usage motivation. Those items were then used to devise a questionnaire that was in turn administered to 1000 metaverse users. Exploratory and confirmatory factor analysis resulted in 13 items based on four factors: communication, experience of new worlds, self-expression, and economic activity. Both convergent and discriminant validity were verified between the factors. Finally, correlation analysis was used to verify the nomological validity of the scale. Metaverse usage motivation, when identified as described in this study, is expected to serve as a useful tool that can be measured more objectively than the existing concept of metaverse usage motivation, as the measurement tool described herein reflects the opinions of actual metaverse users and experts. It is also expected to be used in various contexts as a measurement variable in subsequent studies examining metaverse user usage behavior.</p></div>","PeriodicalId":48257,"journal":{"name":"Telematics and Informatics","volume":"89 ","pages":"Article 102110"},"PeriodicalIF":8.5,"publicationDate":"2024-02-16","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"139941828","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