ArticleJournal of medical Internet research2025
Toward a Sociotechnical Ecosystem for Ethical Screening and Promotion of Mental Health and Well-Being.
Article in Journal of medical Internet research, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 1 paper.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
1 citing paper in PubMed.
- Calibrated Deep-Learning Risk Indexing and Latent Behavioural Profiling for Occupational Mental-Health Risk Assessment.Bioengineering (Basel, Switzerland) · 2026Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
4 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Unlabelled: This concept paper delineates the design of a sociotechnical ecosystem for ethical screening and promotion of mental health and well-being, building on the convergence of digital technologies with modern human-centered design methods. Access to individuals' health and well-being data will enable the generation of actionable insights with different degrees of granularity, for the benefit of individuals, care providers, and business organizations. Critical to the success of the ecosystem is the proactive involvement of all stakeholders, the definition of incentives to encourage engagement, and the promotion of consistent narratives as public institutional messages. The article posits working hypotheses, including the idea that creative externalization of health and well-being data, augmented by advanced physico-digital interactivity, can sustain positive psychological and behavioral change. The theoretical underpinning consists of the integration of existing frameworks across well-being, behavior change, and sustainable business. The article defines a research agenda for expanding socially inclusive dialogue on data governance and policy implications.
Indexed as
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.