Evidence map›Paper›PMID 42061847›Full record

ArticleJournal of medical Internet research2026

Digital Health as an Enabler of Personalized Medicine in Ghana: Gaps, Opportunities, and Future Directions.

Godsway Sackey, Babajide Owoyele, Frank E Baiden, Stefan Konigorski

Abstract read
In one paragraph

Article 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

4 authors.

Godsway SackeyHasso Plattner Institute for Digital Engineering, Potsdam, Brandenburg, Germany.ORCID https://orcid.org/0009-0009-1127-3841
Babajide OwoyeleHasso Plattner Institute for Digital Engineering, Potsdam, Brandenburg, Germany.ORCID https://orcid.org/0000-0002-3688-5248
Frank E BaidenFred N Binka School of Public Health, University of Health and Allied Sciences, Ho, Ghana.ORCID https://orcid.org/0000-0003-0141-6561
Stefan KonigorskiHasso Plattner Institute for Digital Engineering, Potsdam, Brandenburg, Germany.ORCID https://orcid.org/0000-0002-9966-6819

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Digital health solutions and personalized medicine are increasingly promoted as pathways to improve health care delivery in low-resource settings, including Ghana. Drawing on insights from our examination of the published literature and our engagement with digital health research in this context, we present a scholarly viewpoint on how digital health has been positioned in relation to personalized medicine in Ghana, where progress has been uneven and largely oriented toward population-level interventions. We observe that most digital health initiatives in Ghana focus on mobile health apps and health information systems that support service delivery and access, with limited translation toward truly personalized models of care. Although personalized medicine is frequently discussed as a future goal, it remains weakly operationalized in practice, and approaches such as N-of-1 trials-often cited as exemplars of individualized care-are notably absent from the existing literature. Importantly, the limited uptake of personalized approaches does not reflect a lack of relevance in Ghana, but rather the constraints of population-level digital health strategies that, while essential, have shown limited capacity to address individual heterogeneity in treatment responses, adherence, and long-term outcomes. We argue that this absence reflects structural, methodological, and policy-related challenges. At the same time, emerging digital health infrastructure, policy interest, and research capacity present opportunities to reposition digital health as an enabler of personalized medicine. Helping many single individuals through scalable digital personalized approaches may be a valuable innovative approach to public health. This viewpoint articulates key gaps, contextual constraints, and future directions, with the aim of informing researchers, policymakers, and implementers seeking to advance personalized, data-driven care in Ghana and comparable settings.

Indexed as

Precision MedicineDelivery of Health CareDigital HealthGhanaHumansTelemedicinedigital healthGhanahealth interventionsN-of-1 trialspersonalized medicine

Identifiers

PMID42061847
PMCPMC13133594

What OpenQuestion holds

Textmetadata
LicenceCC BY
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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.