Evidence map›Paper›PMID 34842555›Full record

ArticleJMIR public health and surveillance2021

Defining Digital Public Health and the Role of Digitization, Digitalization, and Digital Transformation: Scoping Review.

Ihoghosa Iyamu, Alice X T Xu, Oralia Gómez-Ramírez, Aidan Ablona, Hsiu-Ju Chang, Geoff Mckee, Mark Gilbert

Registry-linked trialAbstract readScoping Review
In one paragraph

Article in JMIR public health and surveillance, 2021. The graph could read no effect estimate from its abstract, so it casts no vote on the map. It is linked to trial NCT07110779 (Telenursing in Coronary Artery Disease), which is not on this map. Cited by 57 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
57citing papers in PubMed, 1 pooled it
–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.

NCT07110779 nanot yet recruitingnot on this mapstarted 2025, after this paper: background citation

Telenursing in Coronary Artery Disease: Randomized Clinical Trial and Patient Collaboration

TypeinterventionalSponsorFernanda Maria Alves LimaRan2025 to 2026Enrolled150ConditionsCoronary Artery Disease, Cardiovascular DiseasesArmsTelenursing consultation
3 · Its place in the literature

Who cites it

57 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Pooled it
  2. Article
  3. Article
  4. Article
  5. Article
  6. Article
  7. Unraveling acceptance of healthcare innovations in neurorehabilitation: results from a discrete choice experiment.The European journal of health economics : HEPAC : health economics in prevention and care · 2026
    Article
  8. Article
  9. Article
  10. Article
  11. Review
  12. Article
  13. Digital paradigm of public health.Frontiers in public health · 2026
    Review
  14. Article
  15. Article
  16. Article
  17. Article
  18. Article
  19. Article
  20. Article
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

7 authors.

Ihoghosa IyamuSchool of Population and Public Health, University of British Columbia, Vancouver, BC, Canada.ORCID 0000-0003-0271-9468
Alice X T XuSchool of Population and Public Health, University of British Columbia, Vancouver, BC, Canada.ORCID 0000-0001-8405-0766
Oralia Gómez-RamírezSchool of Population and Public Health, University of British Columbia, Vancouver, BC, Canada.ORCID 0000-0001-6632-564X
Aidan AblonaClinical Prevention Services, British Columbia Centre for Disease Control, Vancouver, BC, Canada.ORCID 0000-0003-1436-6276
Hsiu-Ju ChangClinical Prevention Services, British Columbia Centre for Disease Control, Vancouver, BC, Canada.ORCID 0000-0002-0369-2407
Geoff MckeeClinical Prevention Services, British Columbia Centre for Disease Control, Vancouver, BC, Canada.ORCID 0000-0002-0329-2454
Mark GilbertSchool of Population and Public Health, University of British Columbia, Vancouver, BC, Canada.ORCID 0000-0001-5978-6843

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

backgroundThe recent proliferation and application of digital technologies in public health has spurred interest in digital public health. However, as yet, there appears to be a lack of conceptual clarity and consensus on its definition.

objectiveIn this scoping review, we seek to assess formal and informal definitions of digital public health in the literature and to understand how these definitions have been conceptualized in relation to digitization, digitalization, and digital transformation.

methodsWe conducted a scoping literature search in Ovid MEDLINE, Embase, Google Scholar, and 14 government and intergovernmental agency websites encompassing 6 geographic regions. Among a total of 409 full articles identified, we reviewed 11 publications that either formally defined digital public health or informally described the integration of digital technologies into public health in relation to digitization, digitalization, and digital transformation, and we conducted a thematic analysis of the identified definitions.

resultsTwo explicit definitions of digital public health were identified, each with divergent meanings. The first definition suggested digital public health was a reimagination of public health using new ways of working, blending established public health wisdom with new digital concepts and tools. The second definition highlighted digital public health as an asset to achieve existing public health goals. In relation to public health, digitization was used to refer to the technical process of converting analog records to digital data, digitalization referred to the integration of digital technologies into public health operations, and digital transformation was used to describe a cultural shift that pervasively integrates digital technologies and reorganizes services on the basis of the health needs of the public.

conclusionsThe definition of digital public health remains contested in the literature. Public health researchers and practitioners need to clarify these conceptual definitions to harness opportunities to integrate digital technologies into public health in a way that maximizes their potential to improve public health outcomes. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID): RR2-10.2196/preprints.27686.

Indexed as

Digital TechnologyPublic HealthHumansdefinitiondigitalizationdigital public healthdigital transformationdigitizationmobile phonescoping review

Identifiers

PMID34842555
PMCPMC8665390

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.