Evidence map›Paper›PMID 36711349›Full record

ArticleFrontiers in public health2022

Digital maturity and its determinants in General Practice: A cross-sectional study in 20 countries.

Fábia Teixeira, Edmond Li, Liliana Laranjo, Claire Collins, Greg Irving, Maria Jose Fernandez, Josip Car, Mehmet Ungan, Davorina Petek, Robert Hoffman and 7 more

Abstract read
In one paragraph

Article in Frontiers in public health, 2022. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 16 papers, 2 of them syntheses that pooled it.

0numbers the graph read from it
0cells of the map it votes in
16citing papers in PubMed, 2 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.

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

16 citing papers in PubMed, 2 syntheses or guidelines pooled it.

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  15. Review
  16. Digital Maturity and Its Measurement of General Practitioners: A Scoping Review.International journal of environmental research and public health · 2023
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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

17 authors.

Fábia TeixeiraFaculty of Medicine of the University of Porto, Porto, Portugal.
Edmond LiInstitute of Global Health Innovation, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, United Kingdom.
Liliana LaranjoWestmead Applied Research Centre, Faculty of Medicine and Health, University of Sydney, Sydney, NSW, Australia.
Claire CollinsIrish College of General Practitioners, Dublin, Ireland.
Greg IrvingHealth Research Institute, Edge Hill University, Ormskirk, United Kingdom.
Maria Jose FernandezGalicia South Health Research Institute, Vigo, Spain.
Josip CarCenter for Population Health Sciences, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore.
Mehmet UnganDepartment of Family Medicine, Ankara University School of Medicine, Ankara, Türkiye.
Davorina PetekDepartment of Family Medicine, Faculty of Medicine, University of Ljubljana, Ljubljana, Slovenia.
Robert HoffmanDepartment of Family Medicine, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel.
Azeem MajeedDepartment of Primary Care and Public Health, School of Public Health, Imperial College London, London, United Kingdom.
Katarzyna NesslerDepartment of Family Medicine, Jagiellonian University Medical College, Kraków, Poland.
Heidrun LingnerCenter for Public Health and Healthcare, German Center for Lung Research (DZL), Giessen, Germany.
Geronimo JimenezCenter for Population Health Sciences, Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore, Singapore.
Ara DarziInstitute of Global Health Innovation, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, United Kingdom.
Cristina JácomeCINTESIS@RISE, MEDCIDS, Faculty of Medicine of the University of Porto, Porto, Portugal.
Ana Luísa NevesInstitute of Global Health Innovation, Department of Surgery and Cancer, Faculty of Medicine, Imperial College London, London, United Kingdom.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Background: The extent to which digital technologies are employed to promote the delivery of high-quality healthcare is known as Digital Maturity. Individual and systemic digital maturity are both necessary to ensure a successful, scalable and sustainable digital transformation in healthcare. However, digital maturity in primary care has been scarcely evaluated. Objectives: This study assessed the digital maturity in General Practice (GP) globally and evaluated its association with participants' demographic characteristics, practice characteristics and features of Electronic Health Records (EHRs) use. Methods: GPs across 20 countries completed an online questionnaire between June and September 2020. Demographic data, practice characteristics, and features of EHRs use were collected. Digital maturity was evaluated through a framework based on usage, resources and abilities (divided in this study in its collective and individual components), interoperability, general evaluation methods and impact of digital technologies. Each dimension was rated as 1 or 0. The digital maturity score was calculated as the sum of the six dimensions and ranged between 0 to 6 (maximum digital maturity). Multivariable linear regression was used to model the total score, while multivariable logistic regression was used to model the probability of meeting each dimension of the score. Results: One thousand six hundred GPs (61% female, 68% Europeans) participated. GPs had a median digital maturity of 4 (P25-P75: 3-5). Positive associations with digital maturity were found with: male gender [ Conclusion: Our study demonstrated notable factors that impact digital maturity and exposed discrepancies in digital transformation across healthcare settings. It provides guidance for policymakers to develop more efficacious interventions to hasten the digital transformation of General Practice.

Indexed as

General PracticeCross-Sectional StudiesDelivery of Health CareFemaleHumansMaleQuality of Health CareSurveys and Questionnairesdigital maturitydigital technologyelectronic health recordshealth information interoperabilityprimary carequality of care

Identifiers

PMID36711349
PMCPMC9880412

What OpenQuestion holds

Textmetadata
LicenceCC BY
Read underepoch 390

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.