ReviewFrontiers in public health2026
Digital paradigm of public health.
Review in Frontiers in public health, 2026. 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.
- Handwashing as a socially co-produced practice: an analysis through cultural-historical activity theory.Frontiers in public health · 2026Review
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
We propose declaring the "Digital Paradigm of Public Health." To plan the future of public health by focusing on a precision approach within the digital ecosystem, it is necessary to introduce a digital paradigm. The digital revolution has had a profound impact on all fields of health sciences, particularly in the development of public health. In particular, in today's context, where health has become an accelerator of digital transformation, there is a need to call for a paradigm shift in public health that aligns with this transformation. The transition of the public health paradigm has progressed through naturalist, normative, and functional forms. Following the development of these paradigms, a digital paradigm emerged as the next stage. The digital paradigm of public health is demonstrated through four paradigmatic aspects: ontology, epistemology, axiology, and methodology.
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.