ReviewBMJ digital health & AI2026
Understanding digital inclusion through the transformation of services and users: a narrative review and novel framework.
Review in BMJ digital health & AI, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
What it found
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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.
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Who cites it
0 citing papers in PubMed.
No citing paper in PubMed yet.
Corrections and comments
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Authors and funding
3 authors.
Funding
No grant is acknowledged in the PubMed record.
Abstract
The move towards digitally enabled healthcare offers the opportunity to deliver better care for all. Despite this potential, existing evidence suggests the same widely reported health inequalities that currently impact underserved populations are retained and often exacerbated by digital health services. In an attempt to overcome this digital divide, the related concept of digital inclusion has emerged that describes the policies, commissioning, and service-level actions and interventions necessary to address the issue. However, existing frameworks which have attempted to describe and understand digital inclusion have failed to reflect the evolution of organisations, services and users over time. Understanding inclusivity through the lens of digital transformation offers one way of providing a more accurate reflection of how contextual influences on digital inclusion relating to users, organisational processes and broader policy level interventions evolve temporally. The work presented here describes a novel framework for digital inclusion that combines the recognised elements of the digital divide with the core principles of digital transformation. The framework provides a multilevel understanding of how policy, organisations, communities and individuals combine and interact over time and successfully provides a unified means of developing and delivering more holistic strategies better equipped to address sustained digital inclusion. The framework is supported by a structured narrative review that provides exemplar evidence that underpins its constructs and theoretical position.
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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 Socratic graph.