← Back to Research Radar
Academic Publication Academic Publication

Digital Well-Being Analytics: Social Media, AI, and Mental Health

82
Citations
February 15, 2026
Published Date

Research Abstract & Technology Focus

The quick evolution of social media and digital ecosystems based on artificial intelligence (AI) altered the trend in human interaction, communication, and self-expression dramatically. With the introduction of these technologies providing the new opportunities of flexibility in connection and customization of the user, the issue of their impact on mental health and general digital well-being has grown in concern. The authors examine the intricate relationship between the activities of the social media use along with the artificial intelligence-based algorithms and the mental health outcomes according to the digital well-being analytics in this study. The paper will explain these algorithms content curation, engagement optimization algorithm, and data-based personalization and their involvement in the psychological states of anxiety, depression, self-esteem, and social comparison through mixed methods study, a mixture of quantitative behavioral analytics and the qualitative analysis of user perception. The paper will also evaluate the possibility of applying AI as a causative element of digital stress and a prevention and treatment instrument through sentiment-based information, danger prediction algorithms and tailored suggestions of well-being.The findings will endeavor to provide a universal model of AI twofold role in setting digital mental health outcomes. The research can be utilized in the development of ethical AI-driven models of well-being, policy-level reformulations, and principles of platform design that can help make the Internet a healthier place. Lastly, this paper shows that there is need of responsible technological innovation which will balance the metrics of engagement as well as take into account the psychological sustainability in the digital age.
digital well-being analytics social media mental
Read Full Literature

AI Semantic Synergy Context

Connecting this academic literature to real-world market discussions and products.

crossref.org › academic paper
0%

Artificial Intelligence and Healthcare: A Journey through History, Present Innovations, and Future Possibilities

Artificial intelligence (AI) has emerged as a powerful tool in healthcare significantly impacting practices from diagnostics to treatment delivery and patient management. This article examines the ...
crossref.org › academic paper
0%

Impact of AI and big data analytics on healthcare outcomes: An empirical study in Jordanian healthcare institutions

Artificial intelligence (AI) and big data analytics are transforming healthcare globally and in Jordan. This study investigates the effects of AI and big data analytics on healthcare outcomes in Jo...
crossref.org › academic paper
0%

Enhancing mental health with Artificial Intelligence: Current trends and future prospects

No description provided.
openalex.org › research concept
0%

Artificial Intelligence for Social Good: Transforming the Lives of Tribal Women Entrepreneurs

The convergence of Artificial Intelligence for Social Good (AI4SG) and the marginalized economic sectors is a boundary in the inclusive technological development. The study explores the potential o...
roipad.com › trend story
0%

Viewing Harmful Material Online and Children’s Stress

Evidence from behavioural neuroscience may help explain why some social media content is damaging for youngsters.

Frequently Asked Questions (FAQ)

Curated market intelligence mapped to this research.

What is the core focus of the research titled 'Digital Well-Being Analytics: Social Media, AI, and Mental Health'?

This literature focuses on: The quick evolution of social media and digital ecosystems based on artificial intelligence (AI) altered the trend in human interaction, communication, and self-expression dramatically. With the introduction of these technologies providing the new...

Are there open-source GitHub repositories related to Digital Well-Being Analytics: Social Media, AI, and Mental Health?

Yes, open-source projects like titanwings/colleague-skill (将冰冷的离别化为温暖的 Skill，欢迎加入数字生命1.0！Transforming cold farewells into warm skills? It's giving rebirth era. Welcome to Digital Life 1...) are actively building upon these concepts.

Which startups are commercializing the technology behind Digital Well-Being Analytics: Social Media, AI, and Mental Health?

Products like u2m.io are bringing this to market. Their focus is: Free URL shortener with bulk API, QR code, and geo analytics.

What other academic literature is closely related to 'Digital Well-Being Analytics: Social Media, AI, and Mental Health'?

Yes, highly correlated activity was mapped. An entry titled 'Artificial Intelligence and Healthcare: A Journey through History, Present Innovations, and Future Possibilities' discusses this: Artificial intelligence (AI) has emerged as a powerful tool in healthcare significantly impacting practices from diagnostics to treatment delivery ...

Are there commercial applications of 'Digital Well-Being Analytics: Social Media, AI, and Mental Health' in market news publications?

Yes, highly correlated activity was mapped. An entry titled 'Viewing Harmful Material Online and Children’s Stress' discusses this: Evidence from behavioural neuroscience may help explain why some social media content is damaging for youngsters.

Cite this Market Intelligence Report

Reference our AI-mapped synergy between this research and the commercial market to instantly build authority.

Commercial Realization

Startups and Open Source tools heavily associated with the concepts explored in this paper.

Enterprise Ecosystem Mentions

Associated Media Narrative