Subjects: Psychology >> Other Disciplines of Psychology submitted time 2024-05-23
Abstract： As the saying goes, “Survival of the fittest”. Nowadays, the Internet has become a critical channel for information acquisition, social interaction, and educational learning. Adolescents’ internet adaptation capabilities must be continuously improved to adapt to this rapidly developing information age. Internet adaptation is inherently a “multidimensional system” encompassing various stages and dimensions. However, there remains a gap in the research exploring the internal topological characteristics and functional mechanisms of internet adaptation. Consequently, this study aims to employ network analysis techniques to elucidate the core characteristics, internal structure, dynamic evolution, and relationships with external variables of adolescents’ internet adaptation through network analysis. This approach will offer a comprehensive framework for understanding adolescents’ successful adaptation in the digital age and provide scientific insights for preventing and intervening in adolescent internet addiction. This study collected all data through paper-and-pencil questionnaires. At Time 1, valid data were obtained from 5783 participants (Males for 37.4%, Mage = 17.20 years, SD = 2.62). Five months later, data from 1235 of these participants were tracked (Males for 38%, Mage = 14.98 years, SD = 1.66). Based on the research objectives, we conducted cross-sectional network analysis, network comparison, and cross-lagged network analysis. All cross-sectional and cross-lagged network analyses were primarily conducted using R (V.4.3.2). Network visualizations were created with the qgraph package (version 1.9.5). The accuracy of edge estimates was assessed by performing 1000 bootstrap iterations to construct 95% non-parametric bootstrap confidence intervals for each edge. In the cross-sectional network of internet adaptation, “internet curiosity” is the node with the highest strength (1.18). Network comparison results indicate no significant difference in the overall strength between the T1 (3.52) and the T2 network (3.79) (p = 0.120), although the network invariance test result is significant (p < 0.001). The cross-lagged network analysis shows that “internet self-efficacy” has the strongest out-expected influence (0.60), and “internet information searching” has the strongest in-expected influence (0.30). Additionally, the cross-lagged network analysis of internet adaptation and internet addiction reveals that “internet information protection capability” exhibits the strongest outgoing predictive ability. The main conclusions are as follows: (1) Adolescents’ internet curiosity plays a multifaceted role in their internet adaptation process: insufficient curiosity can lead to low internet self-efficacy, while excessive curiosity can result in poor internet self-control; (2) Internet self-efficacy has the most significant impact on the overall development of internet adaptation, serving as the “primary driving force”. (3) Internet information searching ability is the most internally influenced aspect during the internet adaptation process and is a crucial component of adolescents’ internet adaptability. (4) Internet information protection capability shows the strongest outgoing predictive ability in the cross-cluster network analysis of internet addiction, warranting further attention in future research.
Peer Review Status:
Awaiting Review
Subjects: Other Disciplines >> Synthetic discipline submitted time 2023-10-09 Cooperative journals: 《心理科学进展》
Abstract： Short video indulgence refers to an individual’s compulsive and uncontrollable consumption of short videos, leading to significant behavioral or attention impairments, and subsequently causing difficulties in interpersonal relationships, learning, and/or work adaptation. With the continuous expansion of the short video user base and the trend towards younger groups, threats of short video indulgence to users’ physical and mental health have aroused extensive attention. From a human-computer interaction perspective, we synthesized and delineated the relevant factors contributing to the occurrence of short video indulgence. The objective is to formulate a comprehensive framework delineating the intricate mechanism that underpins the phenomenon of short video indulgence, thereby shedding light on the intricacies involved in its developmental process. At first, in order to explore the delineation between short video usage and indulgence, we categorized short video usage into “instrumental” and “ritualistic” forms. Instrumental usage refers to user behavior driven by specific goals or needs, where short videos serve as tools or means to achieve particular objectives. Ritualistic usage refers to user behavior without a specific objective, where short videos become habitual behaviors associated with particular contexts, times, or situations. The transition from conventional utilization of short videos to the state of short video indulgence appears to encompass a notable shift in usage behavior, evolving from a utilitarian “instrumental” function to a more “ritualistic” engagement.After that, the present work formulates a conceptual framework delineating the mechanisms underlying the onset of short video indulgence, delving into the domains of human-computer interaction and susceptibility traits. The first section encompasses four facets: information technology, content provision, human-computer interaction, and user experience. Their salient characteristics encompass technological advancement, content richness, interactive efficiency, and user immersion. Furthermore, propelled by recommendation algorithms, users’ engagement with short videos becomes increasingly fortified. The second section systematically expounds the susceptibility factors contributing to short video indulgence. The four categories of unique susceptibility traits align with the four stages of interactive mechanisms, while the categories represented by common susceptibility traits have an inducing effect on general addictive behaviors. Considering the analogous nature of short video indulgence to general online indulgence, the unique and common susceptibility traits exhibit mutual intersection and overlap. Overall, the role of interactive mechanisms lies in arousing susceptibility traits, rendering individuals more susceptible to allure and ensnarement in a cycle of addictive behaviors. Simultaneously, susceptibility traits amplify users’ responsiveness and vulnerability to inducing factors. The multifaceted components within the realm of human-computer interaction, propelled by recommendation algorithms, intricately intertwine with users’ susceptibility traits, driving the transformation of users’ engagement with short videos from an “instrumental” to a “ritualistic” approach, ultimately leading to the emergence of short video indulgence. This framework seeks to illuminate the genesis and progression of short video indulgence, offering researchers in this domain a comprehensive conceptual structure to foster the scientific governance of short video indulgence.Subsequently, in order to achieve a deeper understanding of the mechanism behind short video indulgence, we offered theoretical interpretations of short video indulgence from cognitive, emotional, motivational, and social perspectives. The dual process theory, opponent process theory, uses and gratifications theory and social shaping of technology theory were employed to elucidate the process of short video indulgence formation.Finally, this study concludes by summarizing the existing shortcomings in the current field of research. The points are concluded as follows: 1) The research methods are limited, there should be a diversification of research perspectives; 2) Insufficient attention to technology emphasizes the need to emphasize improvements in technology that contribute to addiction; 3) The mechanism of formation is unclear, there should be a deepening of the research into the mechanisms of occurrence; 4) Inadequate research on user characteristics highlights the need to focus on susceptibility factor studies.
Subjects: Psychology >> Developmental Psychology Subjects: Psychology >> Applied Psychology submitted time 2023-08-12
Abstract： Short video indulgence refers to an individual’s compulsive and uncontrollable consumption of short videos, leading to significant behavioral or attention impairments, and subsequently causing difficulties in interpersonal relationships, learning, and/or work adaptation. With the continuous expansion of the user base and the increasing prevalence among younger demographics, the potential threat of short video indulgence has garnered attracted widespread attention. Employing a human-computer interaction framework, this study first categorizes short video usage into “instrumental” and “ritualistic” forms. Subsequently, through a comprehensive considering of interaction process and users’ susceptibility traits, a conceptual framework was constructed to elucidate the mechanisms underlying short video indulgence. Finally, theoretical exposition of short video indulgence was presented from cognitive, emotional, motivational, and social vantage points. Future researchers are expected to focus on the mechanism of the occurrence of short video indulgence, emphasize the media characteristics and technical properties that provoke indulgence, and work to advance the prevention and intervention of short video indulgence.
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