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Big Tech platforms in health research

Re-purposing big data governance in light of the General Data Protection Regulation's research exemption

Bibliographic Data

ID5260528
AuthorsLuisa Marelli (0000-0002-3960-0033, University of Milan, corresponding author), G Testa (0000-0002-9104-0918, University of Milan), Ine Van Hoyweghen (0000-0002-9402-2918, KU Leuven)
Year2021
Volume8
Issue1
Publication date2021-01-01
Peer ReviewedYes
Open AccessYes
TypeARTICLE
VenueBig Data & Society (JOURNAL)
Journal identifiersISSN: 2053-9517 • E-ISSN: 2053-9517
PublisherSAGE Publications Inc (PUBLISHER)
DOI10.1177/20539517211018783
OpenAlexW3168527542
LanguageEN
Citations received6
References cited46

The emergence of a global industry of digital health platforms operated by Big Tech corporations, and its growing entanglements with academic and pharmaceutical research networks, raise pressing questions on the capacity of current data governance models, regulatory and legal frameworks to safeguard the sustainability of the health research ecosystem. In this article, we direct our attention toward the challenges faced by the European General Data Protection Regulation in regulating the potentially disruptive engagement of Big Tech platforms in health research. The General Data Protection Regulation upholds a rather flexible regime for scientific research through a number of derogations to otherwise stricter data protection requirements, while providing a very broad interpretation of the notion of "scientific research". Precisely the breadth of these exemptions combined with the ample scope of this notion could provide unintended leeway to the health data processing activities of Big Tech platforms, which have not been immune from carrying out privacy-infringing and socially disruptive practices in the health domain. We thus discuss further finer-grained demarcations to be traced within the broadly construed notion of scientific research, geared to implementing use-based data governance frameworks that distinguish health research activities that should benefit from a facilitated data protection regime from those that should not. We conclude that a "re-purposing" of big data governance approaches in health research is needed if European nations are to promote research activities within a framework of high safeguards for both individual citizens and society

Big data · Business · Corporate governance · Data governance · Data Protection Act 1998 · Law and economics · Political science · Public relations · Sociology · Unintended consequences · Computer Science · Ethics and Social Impacts of AI · Ethics in Clinical Research · Law · Privacy-Preserving Technologies in Data · Public Administration · Marketing

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    Open Access•Luisa Marelli, Marthe Stevens et al.•Health Policy•2023

  • Regulating Big Tech expansionism? Sphere transgressions and the limits of Europe’s digital regulatory strategy

    Open Access•Tamar Sharon, Raphaël Gellert•Information Communication & Society•2024

  • Sphere transgressions in medical research

    Open Access•Marthe Stevens•Information Communication & Society•2024

  • Contextual integrity in Africa's plural-legal contexts

    Open Access•Aisha PL Kadiri, Emmanuel Frimpong Boamah•Big Data & Society•2025

  • Learning accountable governance

    Open Access•Sam HA Muller, Sam H A Muller et al.•Big Data & Society•2022

  • Choreographing for public value in digital health

    Open Access•Nicole Gros, Geiger•Big Data & Society•2023

  • Biomedical Platforms

    P Keating, Alberto Cambrosio•Biomedical Platforms•2003

  • The Platform Society

    José Van Dijck, Thomas Poell et al.•Platform Society•2018

  • The Googlization of Health Research

    Tamar Sharon•Personalized Medicine•2016

  • The Black Box Society

    Frank Pasquale•Black Box Society•2015

  • Blind-sided by privacy? Digital contact tracing, the Apple/Google API and big tech’s newfound role as global health policy makers

    Open Access•Tamar Sharon•Ethics and Information Technology•2021

  • Medical research, Big Data and the need for privacy by design

    Open Access•Bart Jacobs, Jean Popma•Big Data & Society•2019

  • From Individual to Group Privacy in Big Data Analytics

    Open Access•Brent Mittelstadt•Philosophy & Technology•2017

  • Data-intensive resourcing in healthcare

    Open Access•Linda F Hogle•BioSocieties•2016

  • Taking as Giving

    Open Access•Cori Hayden•Social Studies of Science•2007

  • Search engine imaginary

    Open Access•Anne Mager•Social Studies of Science•2016

  • Regulating Scientific Research

    Open Access•Gert Verschraegen•Journal of Law and Society•2018

  • Fit for purpose? The GDPR and the governance of European digital health

    Luisa Marelli, Elisa Lievevrouw et al.•Policy Studies•2020

  • Broad consent under the GDPR

    Open Access•Dara Hallinan•Life Sciences Society and Policy•2020

  • Negotiating the reuse of health-data

    Open Access•Johannes Starkbaum, U Felt•Big Data & Society•2019

  • Automating Inequality

    Hannah Lebovits•Public Integrity•2019

  • Logged out

    Open Access•Barbara Prainsack•Big Data & Society•2019

  • What is responsible and sustainable data science

    Open Access•Linnet Taylor, Nadezhda Purtova•Big Data & Society•2019

  • When digital health meets digital capitalism, how many common goods are at stake

    Open Access•Tamar Sharon•Big Data & Society•2018

  • How the machine 'thinks

    Open Access•Jenna Burrell•Big Data & Society•2016

  • Regulatory objectivity and the generation and management of evidence in medicine

    Open Access•Alberto Cambrosio, P Keating et al.•Social Science & Medicine•2006

Unique citing works6
Citations per year1,5
Citation span2022 - 2025 (4)
Citation velocityrecent
Highly citedNo
Citation typesNeutral: 6
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