Published: June 28, 2024
Language: Английский
International Journal of Human-Computer Interaction, Journal Year: 2024, Volume and Issue: unknown, P. 1 - 15
Published: July 29, 2024
In the digital age, human-algorithm interaction has become ubiquitous. The popularity of short-form video apps led to greater access and experience with algorithmic recommender systems, but it also exposed their potential problems dark sides. However, there is still limited knowledge about side over-recommendation from perspective user perception, especially regarding negative impact on users' psychology behavior. Drawing social cognitive theory, this study constructed a theoretical model investigate how information environment factors influence dissonance discontinuance intention under antecedent dimension perceived over-recommendation. was tested using partial least squares structural equation modeling 322 valid questionnaires users Chinse mass short (eg, Douyin). results showed that when over-recommendation, narrowing, redundancy, overload, privacy invasion significantly increased dissonance, ultimately leading intention. Notably, fully mediated relationship between intention, self-efficacy did not play significant moderating role. Additionally, local path effects varied across groups different characteristics. To maintain sustainability platforms, crucial explore moderate recommendation mechanisms. User-centered functionality improvements differentiated behavioral interventions can help mitigate among users.
Language: Английский
Citations
2
Journal of Retailing and Consumer Services, Journal Year: 2024, Volume and Issue: 82, P. 104107 - 104107
Published: Oct. 9, 2024
Language: Английский
Citations
2
Cogent Business & Management, Journal Year: 2024, Volume and Issue: 11(1)
Published: Oct. 16, 2024
User-generated content (UGC) has increasingly been recognized as a valuable instrument for organizations aiming to evaluate marketing efficacy and develop nuanced understanding of their target demographics. UGC influences both the positive sentiment towards brand intention purchase its products. This study aims investigate effects on user emotions intentions within electronics sector in Vietnam. Additionally, explores mediating role relationship between intention. The research findings indicate that significant impact intentions. also addresses whether influence purchasing highlights By examining relevance theories related UGC, emotions, context contemporary trends, this contributes consumer attitudes behaviors products, topic not extensively explored. Furthermore, offers practical managerial implications based findings.
Language: Английский
Citations
2
Telematics and Informatics, Journal Year: 2024, Volume and Issue: 95, P. 102200 - 102200
Published: Oct. 30, 2024
Language: Английский
Citations
2
BMC Psychology, Journal Year: 2024, Volume and Issue: 12(1)
Published: Oct. 31, 2024
In the context of a gradual increase in aging, improving mental health elderly is particularly vital for coping with aging. Leveraging data from 2020 China Family Panel Studies, this study rigorously examines influence short video on elderly.
Language: Английский
Citations
2
Frontiers in Public Health, Journal Year: 2024, Volume and Issue: 12
Published: Nov. 12, 2024
Loneliness is a common public health problem that affects physical and mental health. Prior research has demonstrated connection between internet addiction loneliness. Short video novel addiction. It necessary to study the potential psychological mechanisms loneliness short This investigated associations addiction, as well mediating roles played by social support activity.
Language: Английский
Citations
2
Decision Support Systems, Journal Year: 2024, Volume and Issue: 189, P. 114387 - 114387
Published: Dec. 14, 2024
Language: Английский
Citations
2
Asia Pacific Journal of Marketing and Logistics, Journal Year: 2024, Volume and Issue: 36(8), P. 2028 - 2043
Published: Feb. 23, 2024
Purpose This study aims to uncover the underlying mechanism between time length of We-media videos and customer satisfaction (CS)/participation (CP) based on experiential marketing theory. Design/methodology/approach Two datasets were collected from Bilibili; 308 data used with bootstrapping for multiple linear regressions (MLR) test hypotheses, 2,670 structural equation modelling (SEM) verify robustness. Findings Videos’ acts as both a price provision element marketing. As element, its term affects CS negatively but CP positively. quadratic positively negatively. Practical implications Marketing management personnel video creators at Bilibili could optimise videos’ suggested. platforms should encourage high-quality sufficient lengths improve CS. Video balance CP, Originality/value research proposed platform, provision, propagation elements concerning experiences in online virtual encounters. It found was affected by price, whereas opposite is true CP. Time CS/CP which may explain neglect significant relationships performances videos.
Language: Английский
Citations
1
Behavioral Sciences, Journal Year: 2024, Volume and Issue: 14(10), P. 920 - 920
Published: Oct. 9, 2024
Virtual streamers, as a typical application of AI-enabled digital humans, are increasingly being utilized in live-streaming commerce due to technological advancements and industry innovations. Although virtual streamers present several benefits, there is potential for adverse effects when they do not align with consumer expectations. Drawing upon expectancy violations theory, this study developed theoretical model explore whether how consumers' expectation during human-virtual streamer interactions affect discontinuance behavior. Through an online questionnaire survey 307 Chinese consumers prior experience interacting used partial least squares structural equation analyze the research model. The empirical results indicated that professionalism violation, empathy responsiveness violation positively influenced distrust dissatisfaction, which subsequently led This contributes literature on commerce, human-AI interaction, theory. Furthermore, findings offer valuable insights practitioners field by enabling them formulate preventive or remedial strategies mitigate negative outcomes implementing streamers.
Language: Английский
Citations
1
Lecture Notes in Education Psychology and Public Media, Journal Year: 2024, Volume and Issue: 39(1), P. 148 - 153
Published: March 1, 2024
Abundant online media fill people's lives, especially the prosperity of short videos, which provide a convenient way entertainment for young busy lives. However, many studies have found that while it brings people fun, also psychological problems. This study aims to address problems occur in and propose ways reduce impact By reading existing literature, combined with network data current environment, this article finds out will after using video platforms, such as blurring boundaries between reality virtual behavior, one-sided videos increasing anxiety. After analyzing problems, paper main causes these came from social pressure platform's regulatory capabilities. Hence, can reshape their understanding environment improve ability resist caused by exploring new interests.
Language: Английский
Citations
0