Evidence map›Paper›PMID 42837652›Full record

ReviewJournal of medical Internet research2026

Extent of Digital Health Fragmentation and Potential Implications for Antimicrobial Prescribing: Rapid Evidence Review.

Verena Schneider, Akish Luintel, Bethan Balch, Shivani Gangadia, Grainne Brady, Emma McGuire, Gwenan M Knight, Laura Shallcross, Steve Harris, Cecilia Vindrola-Padros

Abstract readReview
In one paragraph

Review in Journal of medical Internet research, 2026. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.

0numbers the graph read from it
0cells of the map it votes in
0citing papers in PubMed
–field-weighted citation impact
1 · What the graph read from it

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.

2 · The registry

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.

3 · Its place in the literature

Who cites it

0 citing papers in PubMed.

No citing paper in PubMed yet.

4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

10 authors.

Verena Schneider *Department of Targeted Intervention, University College London, London, England, United Kingdom.ORCID https://orcid.org/0000-0003-0244-6201
Akish Luintel *University College London Hospitals NHS Foundation Trust, London, England, United Kingdom.ORCID https://orcid.org/0009-0003-4037-1252
Bethan BalchDivision of Psychiatry, University College London, London, England, United Kingdom.ORCID https://orcid.org/0009-0003-5153-0183
Shivani GangadiaDivision of Psychiatry, University College London, London, England, United Kingdom.ORCID https://orcid.org/0009-0005-8470-8608
Grainne BradyDepartment of Targeted Intervention, University College London, London, England, United Kingdom.ORCID https://orcid.org/0009-0002-2141-781X
Emma McGuireUniversity College London Hospitals NHS Foundation Trust, London, England, United Kingdom.ORCID https://orcid.org/0000-0001-7097-4116
Gwenan M KnightLondon School of Hygiene & Tropical Medicine, London, England, United Kingdom.ORCID https://orcid.org/0000-0002-7263-9896
Laura ShallcrossInstitute of Health Informatics, University College London, London, England, United Kingdom.ORCID https://orcid.org/0000-0003-1713-2555
Steve Harris *University College London Hospitals NHS Foundation Trust, London, England, United Kingdom.ORCID https://orcid.org/0000-0002-4982-1374
Cecilia Vindrola-Padros *Department of Targeted Intervention, University College London, London, England, United Kingdom.ORCID https://orcid.org/0000-0001-7859-1646

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundPrior microbiology results, resistance patterns, and antimicrobial exposure are central to safe and effective antimicrobial prescribing. Digital health fragmentation refers to the dispersal of patient data across multiple electronic systems and the associated challenge of accessing complete information at the point of care. Antimicrobial prescribing for infections represents a critical use case to investigate the impact of digital health fragmentation on patient care. While interoperability has been studied in the context of patient safety, no review has described digital health fragmentation within the United Kingdom and examined its impact on antimicrobial prescribing and antimicrobial stewardship (AMS).

objectiveThis study aimed to (1) characterize the extent of digital health fragmentation in the United Kingdom, (2) summarize the available evidence on its impact on AMS and prescribing practices in high-income countries, and (3) identify potential solutions.

methodsA rapid review of the peer-reviewed literature was conducted following published guidance for rapid reviews and the PRISMA (Preferred Reporting Items of Systematic Reviews and Meta-Analyses) statement. MEDLINE ALL and PsycInfo were searched on August 19, 2025, using search terms relating to digital health fragmentation or interoperability, patient safety, and antimicrobial use. Searches were limited to English-language publications from 2015 (for characterizing the recent trends or current state of digital health fragmentation in the United Kingdom) or 2010 onward (for AMS-related impacts and solutions). Screening was conducted by 4 researchers following predefined inclusion and exclusion criteria. Extracted data were synthesized narratively through framework analysis. Study quality was appraised using the Mixed Methods Appraisal Tool.

resultsFourteen studies met the inclusion criteria. Ten studies described the extent and nature of digital health fragmentation in the United Kingdom. Digital health fragmentation affects a large number of patients and is linked to clinical care efficiency, quality, and safety risks, including limited access to external clinical records, missing or incomplete information, duplicate investigations, delays in decision‑making, and substantial time spent searching for data. Evidence specific to antimicrobial prescribing was limited (4 studies) but indicated that AMS relies on information spread across multiple systems, with poor interoperability disrupting workflows, hindering communication, and undermining stewardship activities. Only 1 study reported the development of a digital tool designed to address digital health fragmentation and support AMS.

conclusionsDigital health fragmentation negatively affects patient care across the United Kingdom, yet evidence on how it impacts AMS remains scarce. Given the urgency of the global antimicrobial resistance crisis, future research should therefore quantify the scale and impact of digital health fragmentation for AMS to inform investment and innovation in digital infrastructure and clinical-supportive solutions.

trial registrationPROSPERO CRD420251126067; https://www.crd.york.ac.uk/PROSPERO/view/CRD420251126067.

Indexed as

Anti-Infective AgentsAntimicrobial StewardshipDrug PrescriptionsDigital HealthHumansUnited KingdomAnti-Infective Agentsantimicrobial prescribingantimicrobial stewardshipdata sharingelectronic health records, interoperabilityEnglandmedical record linkagepatient safetysystems integrationUnited Kingdom

Identifiers

PMID42837652
PMCPMC13684119

What OpenQuestion holds

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Registered trials

None linked

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.