Digital maturity and its determinants in general practice: a cross-sectional study in 20 countries

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. Howeve...

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Main Authors: Teixeira, Fábia, Li, Edmond, Laranjo, Liliana, Collins, Claire, Irving, Greg, Fernandez, Maria Jose, Car, Josip, Ungan, Mehmet, Petek, Davorina, Hoffman, Robert, Majeed, Azeem, Nessler, Katarzyna, Lingner, Heidrun, Jimenez, Geronimo, Darzi, Ara, Jácome, Cristina, Neves, Ana Luísa
Other Authors: Lee Kong Chian School of Medicine (LKCMedicine)
Format: Article
Language:English
Published: 2023
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Online Access:https://hdl.handle.net/10356/169807
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Institution: Nanyang Technological University
Language: English
id sg-ntu-dr.10356-169807
record_format dspace
institution Nanyang Technological University
building NTU Library
continent Asia
country Singapore
Singapore
content_provider NTU Library
collection DR-NTU
language English
topic Science::Medicine
Primary Care
Quality of Care
spellingShingle Science::Medicine
Primary Care
Quality of Care
Teixeira, Fábia
Li, Edmond
Laranjo, Liliana
Collins, Claire
Irving, Greg
Fernandez, Maria Jose
Car, Josip
Ungan, Mehmet
Petek, Davorina
Hoffman, Robert
Majeed, Azeem
Nessler, Katarzyna
Lingner, Heidrun
Jimenez, Geronimo
Darzi, Ara
Jácome, Cristina
Neves, Ana Luísa
Digital maturity and its determinants in general practice: a cross-sectional study in 20 countries
description 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 [B = 0.18 (95% CI 0.01; 0.36)], use of EHRs for longer periods [B = 0.45 (95% CI 0.35; 0.54)] and higher frequencies of access to EHRs [B = 0.33 (95% CI 0.17; 0.48)]. Practicing in a rural setting was negatively associated with digital maturity [B = −0.25 (95%CI −0.43; −0.08)]. Usage (90%) was the most acknowledged dimension while interoperability (47%) and use of best practice general evaluation methods (28%) were the least. Shorter durations of EHRs use were negatively associated with all digital maturity dimensions (aOR from 0.09 to 0.77). 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.
author2 Lee Kong Chian School of Medicine (LKCMedicine)
author_facet Lee Kong Chian School of Medicine (LKCMedicine)
Teixeira, Fábia
Li, Edmond
Laranjo, Liliana
Collins, Claire
Irving, Greg
Fernandez, Maria Jose
Car, Josip
Ungan, Mehmet
Petek, Davorina
Hoffman, Robert
Majeed, Azeem
Nessler, Katarzyna
Lingner, Heidrun
Jimenez, Geronimo
Darzi, Ara
Jácome, Cristina
Neves, Ana Luísa
format Article
author Teixeira, Fábia
Li, Edmond
Laranjo, Liliana
Collins, Claire
Irving, Greg
Fernandez, Maria Jose
Car, Josip
Ungan, Mehmet
Petek, Davorina
Hoffman, Robert
Majeed, Azeem
Nessler, Katarzyna
Lingner, Heidrun
Jimenez, Geronimo
Darzi, Ara
Jácome, Cristina
Neves, Ana Luísa
author_sort Teixeira, Fábia
title Digital maturity and its determinants in general practice: a cross-sectional study in 20 countries
title_short Digital maturity and its determinants in general practice: a cross-sectional study in 20 countries
title_full Digital maturity and its determinants in general practice: a cross-sectional study in 20 countries
title_fullStr Digital maturity and its determinants in general practice: a cross-sectional study in 20 countries
title_full_unstemmed Digital maturity and its determinants in general practice: a cross-sectional study in 20 countries
title_sort digital maturity and its determinants in general practice: a cross-sectional study in 20 countries
publishDate 2023
url https://hdl.handle.net/10356/169807
_version_ 1779156347888074752
spelling sg-ntu-dr.10356-1698072023-08-13T15:37:26Z Digital maturity and its determinants in general practice: a cross-sectional study in 20 countries Teixeira, Fábia Li, Edmond Laranjo, Liliana Collins, Claire Irving, Greg Fernandez, Maria Jose Car, Josip Ungan, Mehmet Petek, Davorina Hoffman, Robert Majeed, Azeem Nessler, Katarzyna Lingner, Heidrun Jimenez, Geronimo Darzi, Ara Jácome, Cristina Neves, Ana Luísa Lee Kong Chian School of Medicine (LKCMedicine) Center for Population Health Sciences Science::Medicine Primary Care Quality of Care 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 [B = 0.18 (95% CI 0.01; 0.36)], use of EHRs for longer periods [B = 0.45 (95% CI 0.35; 0.54)] and higher frequencies of access to EHRs [B = 0.33 (95% CI 0.17; 0.48)]. Practicing in a rural setting was negatively associated with digital maturity [B = −0.25 (95%CI −0.43; −0.08)]. Usage (90%) was the most acknowledged dimension while interoperability (47%) and use of best practice general evaluation methods (28%) were the least. Shorter durations of EHRs use were negatively associated with all digital maturity dimensions (aOR from 0.09 to 0.77). 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. Published version This project was supported by a grant from the European General Practice Research Network. AN, EL, and AD are funded by Imperial NIHR Patient Safety Translational Research Centre, with infrastructure support from the Imperial NIHR Biomedical Research Centre. 2023-08-07T01:07:39Z 2023-08-07T01:07:39Z 2023 Journal Article Teixeira, F., Li, E., Laranjo, L., Collins, C., Irving, G., Fernandez, M. J., Car, J., Ungan, M., Petek, D., Hoffman, R., Majeed, A., Nessler, K., Lingner, H., Jimenez, G., Darzi, A., Jácome, C. & Neves, A. L. (2023). Digital maturity and its determinants in general practice: a cross-sectional study in 20 countries. Frontiers in Public Health, 10, 962924-. https://dx.doi.org/10.3389/fpubh.2022.962924 2296-2565 https://hdl.handle.net/10356/169807 10.3389/fpubh.2022.962924 36711349 2-s2.0-85147069315 10 962924 en Frontiers in Public Health © 2023 Teixeira, Li, Laranjo, Collins, Irving, Fernandez, Car, Ungan, Petek, Homan, Majeed, Nessler, Lingner, Jimenez, Darzi, Jácome and Neves. This is an open-access article distributed under the terms of the Creative Commons Attribution License (CC BY). The use, distribution or reproduction in other forums is permitted, provided the original author(s) and the copyright owner(s) are credited and that the original publication in this journal is cited, in accordance with accepted academic practice. No use, distribution or reproduction is permitted which does not comply with these terms. application/pdf