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van Kessel R, Seghers LE, Anderson M, Schutte NM, Monti G, Haig M, Schmidt J, Wharton G, Roman-Urrestarazu A, Larrain B, Sapanel Y, Stüwe L, Bourbonneux A, Yoon J, Lee M, Paccoud I, Borga L, Ndili N, Sutherland E, Görgens M, Weicken E, Coder M, de Fatima Marin H, Val E, Profili MC, Kosinska M, Browne CE, Marcelo A, Agarwal S, Mrazek MF, Eskandar H, Chestnov R, Smelyanskaya M, Källander K, Buttigieg S, Ramesh K, Holly L, Rys A, Azzopardi-Muscat N, de Barros J, Quintana Y, Spina A, Hyder AA, Labrique A, Kamel Boulos MN, Chen W, Agrawal A, Cho J, Klucken J, Prainsack B, Balicer R, Kickbusch I, Novillo-Ortiz D, Mossialos E. A scoping review and expert consensus on digital determinants of health. Bull World Health Organ 2025; 103:110-125H. [PMID: 39882497 PMCID: PMC11774227 DOI: 10.2471/blt.24.292057] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2024] [Revised: 10/01/2024] [Accepted: 10/02/2024] [Indexed: 01/31/2025] Open
Abstract
Objective To map how social, commercial, political and digital determinants of health have changed or emerged during the recent digital transformation of society and to identify priority areas for policy action. Methods We systematically searched MEDLINE, Embase and Web of Science on 24 September 2023, to identify eligible reviews published in 2018 and later. To ensure we included the most recent literature, we supplemented our review with non-systematic searches in PubMed® and Google Scholar, along with records identified by subject matter experts. Using thematic analysis, we clustered the extracted data into five societal domains affected by digitalization. The clustering also informed a novel framework, which the authors and contributors reviewed for comprehensiveness and accuracy. Using a two-round consensus process, we rated the identified determinants into high, moderate and low urgency for policy actions. Findings We identified 13 804 records, of which 204 met the inclusion criteria. A total of 127 health determinants were found to have emerged or changed during the digital transformation of society (37 digital, 33 social, 33 commercial and economic and 24 political determinants). Of these, 30 determinants (23.6%) were considered particularly urgent for policy action. Conclusion This review offers a comprehensive overview of health determinants across digital, social, commercial and economic, and political domains, highlighting how policy decisions, individual behaviours and broader factors influence health by digitalization. The findings deepen our understanding of how health outcomes manifest within a digital ecosystem and inform strategies for addressing the complex and evolving networks of health determinants.
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Affiliation(s)
- Robin van Kessel
- LSE Health, Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, London, England
| | - Laure-Elise Seghers
- LSE Health, Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, London, England
| | - Michael Anderson
- LSE Health, Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, London, England
| | - Nienke M Schutte
- Innovation in Health Information Systems Unit, Sciensano, Brussels, Belgium
| | - Giovanni Monti
- LSE Health, Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, London, England
| | - Madeleine Haig
- LSE Health, Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, London, England
| | - Jelena Schmidt
- Department of International Health, Maastricht University, Maastricht, Kingdom of the Netherlands
| | - George Wharton
- LSE Health, Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, London, England
| | | | - Blanca Larrain
- Department of Psychiatry, University of Cambridge, Cambridge, England
| | - Yoann Sapanel
- Institute of Digital Medicine, National University of Singapore, Singapore
| | - Louisa Stüwe
- Digital Health Delegation for Digital Health, Ministry of Labour, Health and Solidarities, Paris, France
| | - Agathe Bourbonneux
- Digital Health Delegation for Digital Health, Ministry of Labour, Health and Solidarities, Paris, France
| | - Junghee Yoon
- Department of Clinical Research Design and Evaluation, Sungkyunkwan University, Seoul, Republic of Korea
| | - Mangyeong Lee
- Department of Clinical Research Design and Evaluation, Sungkyunkwan University, Seoul, Republic of Korea
| | - Ivana Paccoud
- Luxembourg Centre for Systems Biomedicine, Université du Luxembourg, Belvaux, Luxembourg
| | - Liyousew Borga
- Luxembourg Centre for Systems Biomedicine, Université du Luxembourg, Belvaux, Luxembourg
| | - Njide Ndili
- PharmAccess Foundation Nigeria, Lagos, Nigeria
| | | | - Marelize Görgens
- Health, Nutrition and Population Global Practice, World Bank Group, WashingtonDC, United States of America (USA)
| | - Eva Weicken
- Fraunhofer Institute for Telecommunications, Heinrich Hertz Institut, Berlin, Germany
| | | | - Heimar de Fatima Marin
- Department of Biomedical and Data Science, Yale University School of Medicine, New Haven, USA
| | - Elena Val
- Migration Health Division, International Organization for Migration Regional Office for the European Economic Area, the EU and NATO, Brussels, Belgium
| | - Maria Cristina Profili
- Migration Health Division, International Organization for Migration Regional Office for the European Economic Area, the EU and NATO, Brussels, Belgium
| | - Monika Kosinska
- Department of Social Determinants of Health, World Health Organization, Geneva, Switzerland
| | | | - Alvin Marcelo
- Medical Informatics Unit, University of the Philippines, Manila, Philippines
| | - Smisha Agarwal
- Department of International Health, The Johns Hopkins University Bloomberg School of Public Health, Baltimore, USA
| | - Monique F. Mrazek
- International Finance Corporation, World Bank Group, WashingtonDC, USA
| | - Hani Eskandar
- Digital Services Division, International Telecommunications Union, Geneva, Switzerland
| | - Roman Chestnov
- Digital Services Division, International Telecommunications Union, Geneva, Switzerland
| | - Marina Smelyanskaya
- HIV and Health Group, United Nations Development Programme Europe and Central Asia, Istanbul, Türkiye
| | | | | | | | - Louise Holly
- Digital Transformations for Health Lab, Geneva, Switzerland
| | - Andrzej Rys
- Health Systems, Medical Products and Innovation, European Commission, Brussels, Belgium
| | - Natasha Azzopardi-Muscat
- LSE Health, Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, London, England
- Innovation in Health Information Systems Unit, Sciensano, Brussels, Belgium
| | - Jerome de Barros
- LSE Health, Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, London, England
- Department of International Health, Maastricht University, Maastricht, Kingdom of the Netherlands
| | - Yuri Quintana
- LSE Health, Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, London, England
- Department of Psychiatry, University of Cambridge, Cambridge, England
| | - Antonio Spina
- LSE Health, Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, London, England
- Institute of Digital Medicine, National University of Singapore, Singapore
| | - Adnan A Hyder
- LSE Health, Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, London, England
- Digital Health Delegation for Digital Health, Ministry of Labour, Health and Solidarities, Paris, France
| | - Alain Labrique
- LSE Health, Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, London, England
- Department of Clinical Research Design and Evaluation, Sungkyunkwan University, Seoul, Republic of Korea
| | - Maged N Kamel Boulos
- LSE Health, Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, London, England
- Luxembourg Centre for Systems Biomedicine, Université du Luxembourg, Belvaux, Luxembourg
| | - Wen Chen
- LSE Health, Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, London, England
- PharmAccess Foundation Nigeria, Lagos, Nigeria
| | - Anurag Agrawal
- LSE Health, Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, London, England
- Paris, France
| | - Juhee Cho
- Department of Clinical Research Design and Evaluation, Sungkyunkwan University, Seoul, Republic of Korea
| | - Jochen Klucken
- Luxembourg Centre for Systems Biomedicine, Université du Luxembourg, Belvaux, Luxembourg
| | - Barbara Prainsack
- LSE Health, Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, London, England
- Health, Nutrition and Population Global Practice, World Bank Group, WashingtonDC, United States of America (USA)
| | - Ran Balicer
- LSE Health, Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, London, England
- Fraunhofer Institute for Telecommunications, Heinrich Hertz Institut, Berlin, Germany
| | | | - David Novillo-Ortiz
- LSE Health, Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, London, England
- Innovation in Health Information Systems Unit, Sciensano, Brussels, Belgium
| | - Elias Mossialos
- LSE Health, Department of Health Policy, London School of Economics and Political Science, Houghton Street, London, WC2A 2AE, London, England
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Liaw ST, Kuziemsky C, Schreiber R, Jonnagaddala J, Liyanage H, Chittalia A, Bahniwal R, He JW, Ryan BL, Lizotte DJ, Kueper JK, Terry AL, de Lusignan S. Primary Care Informatics Response to Covid-19 Pandemic: Adaptation, Progress, and Lessons from Four Countries with High ICT Development. Yearb Med Inform 2021; 30:44-55. [PMID: 33882603 PMCID: PMC8416215 DOI: 10.1055/s-0041-1726489] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVE Internationally, primary care practice had to transform in response to the COVID pandemic. Informatics issues included access, privacy, and security, as well as patient concerns of equity, safety, quality, and trust. This paper describes progress and lessons learned. METHODS IMIA Primary Care Informatics Working Group members from Australia, Canada, United Kingdom and United States developed a standardised template for collection of information. The template guided a rapid literature review. We also included experiential learning from primary care and public health perspectives. RESULTS All countries responded rapidly. Common themes included rapid reductions then transformation to virtual visits, pausing of non-COVID related informatics projects, all against a background of non-standardized digital development and disparate territory or state regulations and guidance. Common barriers in these four and in less-resourced countries included disparities in internet access and availability including bandwidth limitations when internet access was available, initial lack of coding standards, and fears of primary care clinicians that patients were delaying care despite the availability of televisits. CONCLUSIONS Primary care clinicians were able to respond to the COVID crisis through telehealth and electronic record enabled change. However, the lack of coordinated national strategies and regulation, assurance of financial viability, and working in silos remained limitations. The potential for primary care informatics to transform current practice was highlighted. More research is needed to confirm preliminary observations and trends noted.
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Affiliation(s)
- Siaw-Teng Liaw
- WHO Collaborating Centre on eHealth, UNSW Sydney, Australia
| | | | - Richard Schreiber
- Penn State Health Holy Spirit Medical Center, Camp Hill, Pennsylvania, USA
| | | | - Harshana Liyanage
- Nuffield Department of Primary Care Health Sciences, University of Oxford, UK
| | | | - Ravninder Bahniwal
- Schulich Interfaculty Program in Public Health, Western University, London, Canada
| | - Jennifer W. He
- Graduate Program in Epidemiology and Biostatistics, Western University, London, Canada
| | - Bridget L. Ryan
- Centre for Studies in Family Medicine, Department of Family Medicine, Western University, London, Canada
| | | | - Jacqueline K. Kueper
- Graduate Program in Epidemiology and Biostatistics, Western University, London, Canada
| | - Amanda L. Terry
- Centre for Studies in Family Medicine, Department of Family Medicine, Western University, London, Canada
| | - Simon de Lusignan
- Nuffield Department of Primary Care Health Sciences, University of Oxford, UK
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