Akhund Tajim Md Niamat Ullah, Ajabani Deep, Shaikh Zaffar Ahmed, Elrashidi Ali, Nureldeen Waleed A, Bhatti Muhammad Ishaq, Sarker M Mesbahuddin
Department of CSE, Daffodil International University, Dhaka, Bangladesh.
Graduate School of Science and Engineering, Saga University, Saga, Japan.
PeerJ Comput Sci. 2024 Oct 24;10:e2398. doi: 10.7717/peerj-cs.2398. eCollection 2024.
This work presents a comprehensive literature review and real-world survey analysis examining the intricate relationship between communal media and psychological concerns within human-computer interaction (HCI). By systematically categorizing research from 1995 to 2023, we observe a significant increase in studies, reflecting the growing recognition of communal media's impact on psychological well-being. Our review delves into various HCI aspects, including demographic effects, emotional sentiment analysis, online social networking, and communal media use intensity. A real-world survey focusing on TikTok users reveals diverse user perspectives on safety, privacy, and the platform's impact on creativity and mental health. The data highlights a demographic predominance of young adults aged 16-24, with creativity, leisure, and content discovery being primary engagement motivators. Positive impacts such as creative inspiration and distraction from worries are contrasted with concerns over privacy invasion, harm to underaged users, and addiction. Correlation analysis underscores the complex interplay between user experiences and perceptions. Future research should prioritize enhancing privacy and safety measures, educational campaigns, and in-depth studies on the long-term psychological impacts of TikTok usage. Additionally, exploring platform modifications and conducting longitudinal and cross-platform studies will help create a safer and more engaging social media environment. This work contributes significantly to the expanding HCI body of knowledge, providing a robust foundation for future research to inform policies and interventions promoting positive psychological outcomes in the digital age.
这项工作呈现了一项全面的文献综述和现实世界调查分析，审视了社交媒体与人机交互（HCI）中的心理问题之间的复杂关系。通过系统地对1995年至2023年的研究进行分类，我们观察到研究数量显著增加，这反映出人们越来越认识到社交媒体对心理健康的影响。我们的综述深入探讨了人机交互的各个方面，包括人口统计学影响、情感倾向分析、在线社交网络以及社交媒体使用强度。一项针对TikTok用户的现实世界调查揭示了用户对安全、隐私以及该平台对创造力和心理健康影响的多样观点。数据突出显示了16至24岁的年轻人在人口统计学上占主导地位，创造力、休闲和内容发现是主要的参与动机。诸如创意灵感和分散对担忧的注意力等积极影响与对隐私侵犯、对未成年用户的伤害以及成瘾的担忧形成对比。相关性分析强调了用户体验与认知之间的复杂相互作用。未来的研究应优先加强隐私和安全措施、开展教育活动，并深入研究TikTok使用的长期心理影响。此外，探索平台改进并进行纵向和跨平台研究将有助于创造一个更安全、更具吸引力的社交媒体环境。这项工作对不断扩展的人机交互知识体系做出了重大贡献，为未来研究提供了坚实基础，以指导促进数字时代积极心理结果的政策和干预措施。
