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Cervera de la Cruz P, Shabani M. Conceptualizing fairness in the secondary use of health data for research: A scoping review. Account Res 2025; 32:233-262. [PMID: 37851101 DOI: 10.1080/08989621.2023.2271394] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/28/2023] [Accepted: 10/12/2023] [Indexed: 10/19/2023]
Abstract
With the introduction of the European Health Data Space (EHDS), the secondary use of health data for research purposes is attracting more attention. Secondary health data processing promises to address novel research questions, inform the design of future research and improve healthcare delivery generally. To comply with the existing data protection regulations, the secondary data use must be fair, among other things. However, there is no clear understanding of what fairness means in the context of secondary use of health data for scientific research purposes. In response, we conducted a scoping review of argument-based literature to explore how fairness in the secondary use of health data has been conceptualized. A total of 35 publications were included in the final synthesis after abstract and full-text screening. Using an inductive approach and a thematic analysis, our review has revealed that balancing individual and public interests, reducing power asymmetries, setting conditions for commercial involvement, and implementing benefit sharing are essential to guarantee fair secondary use research. The findings of this review can inform current and future research practices and policy development to adequately address concerns about fairness in the secondary use of health data.
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Affiliation(s)
| | - Mahsa Shabani
- Metamedica, Faculty of Law and Criminology, University of Ghent, Ghent, Belgium
- Law Centre for Health and Life, Faculty of Law, University of Amsterdam, Amsterdam, The Netherlands
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Bak MAR, Horbach D, Buyx A, McLennan S. A scoping review of ethical aspects of public-private partnerships in digital health. NPJ Digit Med 2025; 8:129. [PMID: 40016286 PMCID: PMC11868512 DOI: 10.1038/s41746-025-01515-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/17/2024] [Accepted: 02/14/2025] [Indexed: 03/01/2025] Open
Abstract
Partnerships between public and private organizations in digital health can promote more accessible, affordable, and high-quality care, but they also raise ethical and governance challenges. We searched PubMed, EMBASE, and Web of Science, identifying 46 studies examining ethical aspects of digital health public-private partnerships (PPPs). Three key themes emerged: data privacy and consent, ensuring public benefit and access, and good governance and demonstrating trustworthiness. We provide recommendations for each theme. To foster responsible innovation, we conclude that early and contextual operationalisation of ethics guidelines in PPPs is necessary to balance respect for fundamental values with the pursuit of impactful innovation. If PPPs become more successful as a result, this contributes to reducing the research waste of failed collaborations. Further research should clarify the scope of PPPs and definition of 'public benefit', and we call for critical study on the 'economization' of digital health promoted by public and private sector organizations.
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Affiliation(s)
- Marieke A R Bak
- Institute of History and Ethics in Medicine, Department of Preclinical Medicine, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany.
- Department of Ethics, Law and Humanities, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands.
| | - Daan Horbach
- Department of Ethics, Law and Humanities, Amsterdam UMC, University of Amsterdam, Amsterdam, The Netherlands
| | - Alena Buyx
- Institute of History and Ethics in Medicine, Department of Preclinical Medicine, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
| | - Stuart McLennan
- Institute of History and Ethics in Medicine, Department of Preclinical Medicine, TUM School of Medicine and Health, Technical University of Munich, Munich, Germany
- Institute for Biomedical Ethics, University of Basel, Basel, Switzerland
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Wendelborn C, Anger M, Schickhardt C. Promoting Data Sharing: The Moral Obligations of Public Funding Agencies. SCIENCE AND ENGINEERING ETHICS 2024; 30:35. [PMID: 39105890 PMCID: PMC11303567 DOI: 10.1007/s11948-024-00491-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/21/2022] [Accepted: 06/08/2024] [Indexed: 08/07/2024]
Abstract
Sharing research data has great potential to benefit science and society. However, data sharing is still not common practice. Since public research funding agencies have a particular impact on research and researchers, the question arises: Are public funding agencies morally obligated to promote data sharing? We argue from a research ethics perspective that public funding agencies have several pro tanto obligations requiring them to promote data sharing. However, there are also pro tanto obligations that speak against promoting data sharing in general as well as with regard to particular instruments of such promotion. We examine and weigh these obligations and conclude that all things considered funders ought to promote the sharing of data. Even the instrument of mandatory data sharing policies can be justified under certain conditions.
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Affiliation(s)
- Christian Wendelborn
- Section for Translational Medical Ethics, German Cancer Research Center (DKFZ), National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany.
- University of Konstanz, Konstanz, Germany.
| | - Michael Anger
- Section for Translational Medical Ethics, German Cancer Research Center (DKFZ), National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany
| | - Christoph Schickhardt
- Section for Translational Medical Ethics, German Cancer Research Center (DKFZ), National Center for Tumor Diseases (NCT) Heidelberg, Heidelberg, Germany
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Horn R, Merchant J. Ethical and social implications of public-private partnerships in the context of genomic/big health data collection. Eur J Hum Genet 2024; 32:736-741. [PMID: 38627540 PMCID: PMC11153602 DOI: 10.1038/s41431-024-01608-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/31/2023] [Revised: 03/27/2024] [Accepted: 03/28/2024] [Indexed: 06/07/2024] Open
Affiliation(s)
- Ruth Horn
- The Ethox Centre, Nuffield Department of Population Health, University of Oxford, Oxford, UK.
- Institute for Ethics and History of Medicine in Society, Faculty of Medicine, University of Augsburg, Augsburg, Germany.
| | - Jennifer Merchant
- CNRS Law&Humanities/CERSA UMR-7109, University Paris-Panthéon-Assas, Paris, France
- Institut Universitaire de France, Paris, France
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Boutros M, Baumann M, Bigas A, Chaabane L, Guérin J, Habermann JK, Jobard A, Pelicci PG, Stegle O, Tonon G, Valencia A, Winkler EC, Blanc P, De Maria R, Medema RH, Nagy P, Tabernero J, Solary E. UNCAN.eu: Toward a European Federated Cancer Research Data Hub. Cancer Discov 2024; 14:30-35. [PMID: 38213296 PMCID: PMC10784740 DOI: 10.1158/2159-8290.cd-23-1111] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/13/2024]
Abstract
To enable a collective effort that generates a new level of UNderstanding CANcer (UNCAN.eu) [Cancer Discov (2022) 12 (11): OF1], the European Union supports the creation of a sustainable platform that connects cancer research across Member States. A workshop hosted in Heidelberg gathered European cancer experts to identify ongoing initiatives that may contribute to building this platform and discuss the governance and long-term evolution of a European Federated Cancer Data Hub.
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Affiliation(s)
- Michael Boutros
- German Cancer Research Center (DKFZ), Division of Signaling and Functional Genomics and Heidelberg University, Medical Faculty Heidelberg, Institute for Human Genetics, Heidelberg, Germany
| | | | - Anna Bigas
- Centro de Investigación Biomedica en Red-Oncología (CIBERONC), Instituto de Salud Carlos III, Madrid, Spain
| | - Linda Chaabane
- Euro-BioImaging ERIC, Med-Hub, National Research Council of Italy (CNR), Turin, Italy
| | | | - Jens K. Habermann
- Interdisciplinary Center for Biobanking-Lübeck (ICB-L), University of Lübeck, Lübeck, Germany
| | - Aurélien Jobard
- Institut National du Cancer (INCa), Boulogne Billancourt, France
| | - Pier Giuseppe Pelicci
- Department of Experimental Oncology, IEO European Institute of Oncology IRCCS, Milano, Italy
| | - Oliver Stegle
- DKFZ, Division of Computational Genomics and Systems Genetics, Heidelberg, Germany
- Genome Biology Unit, European Molecular Biology, Heidelberg, Germany
| | - Giovanni Tonon
- Center for Omics Sciences, IRCCS San Raffaele Scientific Institute, Milan, Italy
| | - Alfonso Valencia
- Barcelona Supercomputing Center, Catalan Institution for Research and Advanced Studies (ICREA), Barcelona, Spain
| | - Eva C. Winkler
- National Center for Tumor Diseases (NCT), Heidelberg University, Section Translational Medical Ethics, Heidelberg, Germany
| | | | - Ruggero De Maria
- Fondazione Policlinico Universitario A. Gemelli IRCCS, Università Cattolica del Sacro Cuore, Rome, Italy
| | - Rene H. Medema
- Oncode Institute and The Netherlands Cancer Institute, Amsterdam, the Netherlands
| | - Peter Nagy
- National Institute of Oncology and the National Tumor Biology Laboratory, Budapest, Department of Anatomy and Histology, HUN-REN–UVMB Laboratory of Redox Biology Research Group, University of Veterinary Medicine, and Chemistry Institute, University of Debrecen, Debrecen, Hungary
| | - Josep Tabernero
- DKFZ, Division of Computational Genomics and Systems Genetics, Heidelberg, Germany
- Vall d'Hebron Hospital Campus & Institute of Oncology (VHIO), Barcelona, Spain
| | - Eric Solary
- Université Paris-Saclay and INSERM, Gustave Roussy Cancer Center, Villejuif, France
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