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  1. The practical ethics of repurposing health data: how to acknowledge invisible data work and the need for prioritization.Sara Green, Line Hillersdal, Jette Holt, Klaus Hoeyer & Sarah Wadmann - 2023 - Medicine, Health Care and Philosophy 26 (1):119-132.
    Throughout the Global North, policymakers invest in large-scale integration of health-data infrastructures to facilitate the reuse of clinical data for administration, research, and innovation. Debates about the ethical implications of data repurposing have focused extensively on issues of patient autonomy and privacy. We suggest that it is time to scrutinize also how the everyday work of healthcare staff is affected by political ambitions of data reuse for an increasing number of purposes, and how different purposes are prioritized. Our analysis builds (...)
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  • Thinking about the idea of consent in data science genomics: How ‘informed’ is it?Jennifer Greenwood & Andrew Crowden - 2021 - Nursing Philosophy 22 (3):e12347.
    In this paper we argue that ‘informed’ consent in Big Data genomic biobanking is frequently less than optimally informative. This is due to the particular features of genomic biobanking research which render it ethically problematic. We discuss these features together with details of consent models aimed to address them. Using insights from consent theory, we provide a detailed analysis of the essential components of informed consent which includes recommendations to improve consent performance. In addition, and using insights from philosophy of (...)
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  • Communicable Disease Surveillance Ethics in the Age of Big Data and New Technology.Gwendolyn L. Gilbert, Chris Degeling & Jane Johnson - 2019 - Asian Bioethics Review 11 (2):173-187.
    Surveillance is essential for communicable disease prevention and control. Traditional notification of demographic and clinical information, about individuals with selected infectious diseases, allows appropriate public health action and is protected by public health and privacy legislation, but is slow and insensitive. Big data–based electronic surveillance, by commercial bodies and government agencies, which draws on a plethora of internet- and mobile device–based sources, has been widely accepted, if not universally welcomed. Similar anonymous digital sources also contain syndromic information, which can be (...)
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  • Big Data Analytics, Infectious Diseases and Associated Ethical Impacts.Chiara Garattini, Jade Raffle, Dewi N. Aisyah, Felicity Sartain & Zisis Kozlakidis - 2019 - Philosophy and Technology 32 (1):69-85.
    The exponential accumulation, processing and accrual of big data in healthcare are only possible through an equally rapidly evolving field of big data analytics. The latter offers the capacity to rationalize, understand and use big data to serve many different purposes, from improved services modelling to prediction of treatment outcomes, to greater patient and disease stratification. In the area of infectious diseases, the application of big data analytics has introduced a number of changes in the information accumulation models. These are (...)
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  • What Is the Good of It—Ethical Controls of Human Subject Health Research?: Curtin University Annual Ethics Lecture.Robert French - 2018 - Journal of Bioethical Inquiry 15 (4):589-602.
    The term “ethics” covers a multitude of virtues and possibly some sins where ethical perspectives differ. Given the diversity of ethical philosophies there is a question about what common ground can, or should, inform health research ethics. At a minimum it must be consistent with the law. Beyond that, ethics embraces a variety of possible approaches. This raises the question—what criteria are applied in determining the appropriate approach and what standards by way of quality control are applied to its decisional (...)
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  • “Data makes the story come to life:” understanding the ethical and legal implications of Big Data research involving ethnic minority healthcare workers in the United Kingdom—a qualitative study.Robert Free, David Ford, Kamlesh Khunti, Sue Carr, Louise Wain, Martin D. Tobin, Keith R. Abrams, Amit Gupta, Ibrahim Abubakar, Katherine Woolf, I. Chris McManus, Catherine Johns, Anna L. Guyatt, Laura B. Nellums, Laura Gray, Manish Pareek, Ruby Reed-Berendt & Edward S. Dove - 2022 - BMC Medical Ethics 23 (1):1-14.
    The aim of UK-REACH (“The United Kingdom Research study into Ethnicity And COVID-19 outcomes in Healthcare workers”) is to understand if, how, and why healthcare workers (HCWs) in the United Kingdom (UK) from ethnic minority groups are at increased risk of poor outcomes from COVID-19. In this article, we present findings from the ethical and legal stream of the study, which undertook qualitative research seeking to understand and address legal, ethical, and social acceptability issues around data protection, privacy, and information (...)
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  • Negotiating the reuse of health-data: Research, Big Data, and the European General Data Protection Regulation.Ulrike Felt & Johannes Starkbaum - 2019 - Big Data and Society 6 (2).
    Before the EU General Data Protection Regulation entered into force in May 2018, we witnessed an intense struggle of actors associated with data-dependent fields of science, in particular health-related academia and biobanks striving for legal derogations for data reuse in research. These actors engaged in a similar line of argument and formed issue alliances to pool their collective power. Using descriptive coding followed by an interpretive analysis, this article investigates the argumentative repertoire of these actors and embeds the analysis in (...)
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  • An African Relational Approach to Healthcare and Big Data Challenges.Cornelius Ewuoso - 2021 - Science and Engineering Ethics 27 (3):1-18.
    Big Data has amplified some challenges in the healthcare context. One significant challenge is how to use healthcare big data in ways that honor individual rights to informed consent or privacy. Careful analysis from diverse backgrounds will be vital in contributing ethical guidelines that can adequately address healthcare Big Data's growing complexities globally. Especially, the study argues that an under-explored African philosophy of Ubuntu can usefully influence big data practices in ways that address this challenge without undermining its benefits. Ubuntu (...)
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  • A qualitative study of big data and the opioid epidemic: recommendations for data governance.Elizabeth A. Evans, Elizabeth Delorme, Karl Cyr & Daniel M. Goldstein - 2020 - BMC Medical Ethics 21 (1):1-13.
    Background The opioid epidemic has enabled rapid and unsurpassed use of big data on people with opioid use disorder to design initiatives to battle the public health crisis, generally without adequate input from impacted communities. Efforts informed by big data are saving lives, yielding significant benefits. Uses of big data may also undermine public trust in government and cause other unintended harms. Objectives We aimed to identify concerns and recommendations regarding how to use big data on opioid use in ethical (...)
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  • It is not a big deal: a qualitative study of clinical biobank donation experience and motives.Ksenia Eritsyan & Natalia Antonova - 2022 - BMC Medical Ethics 23 (1):1-11.
    BackgroundThe success of biobanking is directly linked to the willingness of people to donate their biological materials for research and storage. Ethical issues related to patient consent are an essential component of the current biobanking agenda. The majority of data available are focused on population-based biobanks in USA, Canada and Western Europe. The donation decision process and its ethical applications in clinical populations and populations in countries with other cultural contexts are very limited. This study aimed to evaluate the decision-making (...)
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  • Conceptualizations of Big Data and their epistemological claims in healthcare: A discourse analysis.Antoinette de Bont, Rik Wehrens & Marthe Stevens - 2018 - Big Data and Society 5 (2).
    In recent years, the healthcare field welcomed an emerging field of practices captured under the umbrella term ‘Big Data’. This term is surrounded with positive rhetoric and promises about the ability to analyse real-world data quickly and comprehensively. Such rhetoric is highly consequential in shaping debates on Big Data. While the fields of Science and Technology Studies and Critical Data Studies have been instrumental in elaborating the neglected and problematic dimensions of Big Data, it remains an open question how and (...)
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  • The Threat of Algocracy: Reality, Resistance and Accommodation.John Danaher - 2016 - Philosophy and Technology 29 (3):245-268.
    One of the most noticeable trends in recent years has been the increasing reliance of public decision-making processes on algorithms, i.e. computer-programmed step-by-step instructions for taking a given set of inputs and producing an output. The question raised by this article is whether the rise of such algorithmic governance creates problems for the moral or political legitimacy of our public decision-making processes. Ignoring common concerns with data protection and privacy, it is argued that algorithmic governance does pose a significant threat (...)
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  • Gender Transition: Is There a Right to Be Forgotten?Mónica Correia, Guilhermina Rêgo & Rui Nunes - 2021 - Health Care Analysis 29 (4):283-300.
    The European Union faced high risks from personal data proliferation to individuals’ privacy. Legislation has emerged that seeks to articulate all interests at stake, balancing the need for data flow from EU countries with protecting personal data: the General Data Protection Regulation. One of the mechanisms established by this new law to strengthen the individual’s control over their data is the so-called “right to be forgotten”, the right to obtain from the controller the erasure of records. In gender transition, this (...)
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  • Ethics of using artificial intelligence (AI) in veterinary medicine.Simon Coghlan & Thomas Quinn - 2023 - AI and Society:1-12.
    This paper provides the first comprehensive analysis of ethical issues raised by artificial intelligence (AI) in veterinary medicine for companion animals. Veterinary medicine is a socially valued service, which, like human medicine, will likely be significantly affected by AI. Veterinary AI raises some unique ethical issues because of the nature of the client–patient–practitioner relationship, society’s relatively minimal valuation and protection of nonhuman animals and differences in opinion about responsibilities to animal patients and human clients. The paper examines how these distinctive (...)
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  • Epistemic Rights and Responsibilities of Digital Simulacra for Biomedicine.Mildred K. Cho & Nicole Martinez-Martin - 2022 - American Journal of Bioethics 23 (9):43-54.
    Big data and artificial intelligence (“AI”) promise to transform virtually all aspects of biomedical research and health care (Matheny et al. 2019), through facilitation of drug development, diagno...
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  • The Fate of Explanatory Reasoning in the Age of Big Data.Frank Cabrera - 2021 - Philosophy and Technology 34 (4):645-665.
    In this paper, I critically evaluate several related, provocative claims made by proponents of data-intensive science and “Big Data” which bear on scientific methodology, especially the claim that scientists will soon no longer have any use for familiar concepts like causation and explanation. After introducing the issue, in Section 2, I elaborate on the alleged changes to scientific method that feature prominently in discussions of Big Data. In Section 3, I argue that these methodological claims are in tension with a (...)
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  • Advancing a Data Justice Framework for Public Health Surveillance.Mara Buchbinder, Eric Juengst, Stuart Rennie, Colleen Blue & David L. Rosen - 2022 - AJOB Empirical Bioethics 13 (3):205-213.
    Background Bioethical debates about privacy, big data, and public health surveillance have not sufficiently engaged the perspectives of those being surveilled. The data justice framework suggests that big data applications have the potential to create disproportionate harm for socially marginalized groups. Using examples from our research on HIV surveillance for individuals incarcerated in jails, we analyze ethical issues in deploying big data in public health surveillance. -/- Methods We conducted qualitative, semi-structured interviews with 24 people living with HIV who had (...)
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  • Motives of contributing personal data for health research: (non-)participation in a Dutch biobank.R. Broekstra, E. L. M. Maeckelberghe, J. L. Aris-Meijer, R. P. Stolk & S. Otten - 2020 - BMC Medical Ethics 21 (1):1-11.
    BackgroundLarge-scale, centralized data repositories are playing a critical and unprecedented role in fostering innovative health research, leading to new opportunities as well as dilemmas for the medical sciences. Uncovering the reasons as to why citizens do or do not contribute to such repositories, for example, to population-based biobanks, is therefore crucial. We investigated and compared the views of existing participants and non-participants on contributing to large-scale, centralized health research data repositories with those of ex-participants regarding the decision to end their (...)
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  • Synergies in Innovation: Lessons Learnt from Innovation Ethics for Responsible Innovation.Michel Bourban & Johan Rochel - 2020 - Philosophy and Technology 34 (2):373-394.
    This paper draws on the emerging field of innovation ethics to complement the more established field of responsible innovation by focusing on key ethical issues raised by technological innovations. One key limitation of influential frameworks of RI is that they tend to neglect some key ethical issues raised by innovation, as well as major normative dimensions of the notion of responsibility. We explain how IE could enrich RI by stressing the more important role that ethical analysis should play in RI. (...)
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  • Understanding and Managing Responsible Innovation.Hans Bennink - 2020 - Philosophy of Management 19 (3):317-348.
    As a relational concept, responsible innovation can be made more tangible by asking innovation of what and responsibility of whom for what? Arranging the scattered field of responsible innovation comprehensively, starting from an anthropological point of view, into five fields of tension and five categories of spearheads, may be theoretically and practically helpful while offering suggestions for both research and management.
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  • Willingness to Share yet Maintain Influence: A Cross-Sectional Study on Attitudes in Sweden to the Use of Electronic Health Data.Sara Belfrage, Niels Lynöe & Gert Helgesson - 2021 - Public Health Ethics 14 (1):23-34.
    We have investigated attitudes towards the use of health data among the Swedish population by analyzing data from a survey answered by 1645 persons. Health data are potentially useful for a variety of purposes. Yet information about health remains sensitive. A balance therefore has to be struck between these opposing considerations in a number of contexts. The attitudes among those whose data is concerned will influence the perceived legitimacy of policies regulating health data use. We aimed to investigate what views (...)
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  • Negotiating Authenticity in Technological Environments.Siri Beerends & Ciano Aydin - 2021 - Philosophy and Technology 34 (4):1665-1685.
    Essentialists understand authenticity as an inherent quality of a person, object, artifact, or place, whereas constructionists consider authenticity as a social creation without any pre-given essence, factuality, or reality. In this paper, we move beyond the essentialist-constructionist dichotomy. Rather than focusing on the question whether authenticity can be found or needs to be constructed, we hook into the idea that authenticity is an interactive, culturally informed process of negotiation. In addition to essentialist and constructionist approaches, we discuss a third, less (...)
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  • A Code of Digital Ethics: laying the foundation for digital ethics in a science and technology company.Sarah J. Becker, André T. Nemat, Simon Lucas, René M. Heinitz, Manfred Klevesath & Jean Enno Charton - 2023 - AI and Society 38 (6):2629-2639.
    The rapid and dynamic nature of digital transformation challenges companies that wish to develop and deploy novel digital technologies. Like other actors faced with this transformation, companies need to find robust ways to ethically guide their innovations and business decisions. Digital ethics has recently featured in a plethora of both practical corporate guidelines and compilations of high-level principles, but there remains a gap concerning the development of sound ethical guidance in specific business contexts. As a multinational science and technology company (...)
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  • How should we think about clinical data ownership?Angela Ballantyne - 2020 - Journal of Medical Ethics 46 (5):289-294.
    The concept of ‘ownership’ is increasingly central to debates, in the media, health policy and bioethics, about the appropriate management of clinical data. I argue that the language of ownership acts as a metaphor and reflects multiple concerns about current data use and the disenfranchisement of citizens and collectives in the existing data ecosystem. But exactly which core interests and concerns ownership claims allude to remains opaque. Too often, we jump straight from ‘ownership’ to ‘private property’ and conclude ‘the data (...)
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  • Consent and the ethical duty to participate in health data research.Angela Ballantyne & G. Owen Schaefer - 2018 - Journal of Medical Ethics 44 (6):392-396.
    The predominant view is that a study using health data is observational research and should require individual consent unless it can be shown that gaining consent is impractical. But recent arguments have been made that citizens have an ethical obligation to share their health information for research purposes. In our view, this obligation is sufficient ground to expand the circumstances where secondary use research with identifiable health information is permitted without explicit subject consent. As such, for some studies the Institutional (...)
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  • Towards trust-based governance of health data research.Marieke A. R. Bak, M. Corrette Ploem, Hanno L. Tan, M. T. Blom & Dick L. Willems - 2023 - Medicine, Health Care and Philosophy 26 (2):185-200.
    Developments in medical big data analytics may bring societal benefits but are also challenging privacy and other ethical values. At the same time, an overly restrictive data protection regime can form a serious threat to valuable observational studies. Discussions about whether data privacy or data solidarity should be the foundational value of research policies, have remained unresolved. We add to this debate with an empirically informed ethical analysis. First, experiences with the implementation of the General Data Protection Regulation (GDPR) within (...)
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  • Contextual Exceptionalism After Death: An Information Ethics Approach to Post-Mortem Privacy in Health Data Research.Marieke A. R. Bak & Dick L. Willems - 2022 - Science and Engineering Ethics 28 (4):1-20.
    In this article, we use the theory of Information Ethics to argue that deceased people have a prima facie moral right to privacy in the context of health data research, and that this should be reflected in regulation and guidelines. After death, people are no longer biological subjects but continue to exist as informational entities which can still be harmed/damaged. We find that while the instrumental value of recognising post-mortem privacy lies in the preservation of the social contract for health (...)
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  • AI, big data, and the future of consent.Adam J. Andreotta, Nin Kirkham & Marco Rizzi - 2022 - AI and Society 37 (4):1715-1728.
    In this paper, we discuss several problems with current Big data practices which, we claim, seriously erode the role of informed consent as it pertains to the use of personal information. To illustrate these problems, we consider how the notion of informed consent has been understood and operationalised in the ethical regulation of biomedical research (and medical practices, more broadly) and compare this with current Big data practices. We do so by first discussing three types of problems that can impede (...)
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  • The Influence of Business Incentives and Attitudes on Ethics Discourse in the Information Technology Industry.Sanju Ahuja & Jyoti Kumar - 2021 - Philosophy and Technology 34 (4):941-966.
    As information technologies have become synonymous with progress in modern society, several ethical concerns have surfaced about their societal implications. In the past few decades, information technologies have had a value-laden impact on social evolution. However, there is limited agreement on the responsibility of businesses and innovators concerning the ethical aspects of information technologies. There is a need to understand the role of business incentives and attitudes in driving technological progress and to understand how they steer the ethics discourse on (...)
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  • Proyecto genoma humano veinte años después: el pangenoma humano.Gilberto A. Gamboa-Bernal - 2023 - Persona y Bioética.
    La noticia de la conclusión del primer pangenoma humano ocurre veinte años después de que se pudo contar con una versión de referencia de la información genética completa de la especie humana. Las limitaciones técnicas de ese tiempo permitieron que esa versión tuviera errores y varias lagunas de la información genética. Ahora es posible contar con un nuevo atlas gigante con información que permite evidenciar la gran diversidad genética de la especie humana. Este trabajo está siendo realizado por el Consorcio (...)
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  • The ethics of algorithms: mapping the debate.Brent Mittelstadt, Patrick Allo, Mariarosaria Taddeo, Sandra Wachter & Luciano Floridi - 2016 - Big Data and Society 3 (2).
    In information societies, operations, decisions and choices previously left to humans are increasingly delegated to algorithms, which may advise, if not decide, about how data should be interpreted and what actions should be taken as a result. More and more often, algorithms mediate social processes, business transactions, governmental decisions, and how we perceive, understand, and interact among ourselves and with the environment. Gaps between the design and operation of algorithms and our understanding of their ethical implications can have severe consequences (...)
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  • The Future of Value Sensitive Design.Batya Friedman, David Hendry, Steven Umbrello, Jeroen Van Den Hoven & Daisy Yoo - 2020 - Paradigm Shifts in ICT Ethics: Proceedings of the 18th International Conference ETHICOMP 2020.
    In this panel, we explore the future of value sensitive design (VSD). The stakes are high. Many in public and private sectors and in civil society are gradually realizing that taking our values seriously implies that we have to ensure that values effectively inform the design of technology which, in turn, shapes people’s lives. Value sensitive design offers a highly developed set of theory, tools, and methods to systematically do so.
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  • Designing the Health-related Internet of Things: Ethical Principles and Guidelines.Brent Mittelstadt - 2017 - Information 8 (3):77.
    The conjunction of wireless computing, ubiquitous Internet access, and the miniaturisation of sensors have opened the door for technological applications that can monitor health and well-being outside of formal healthcare systems. The health-related Internet of Things (H-IoT) increasingly plays a key role in health management by providing real-time tele-monitoring of patients, testing of treatments, actuation of medical devices, and fitness and well-being monitoring. Given its numerous applications and proposed benefits, adoption by medical and social care institutions and consumers may be (...)
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  • What is data ethics?Luciano Floridi & Mariarosaria Taddeo - 2016 - Philosophical Transactions of the Royal Society A 374 (2083).
    This theme issue has the founding ambition of landscaping Data Ethics as a new branch of ethics that studies and evaluates moral problems related to data (including generation, recording, curation, processing, dissemination, sharing, and use), algorithms (including AI, artificial agents, machine learning, and robots), and corresponding practices (including responsible innovation, programming, hacking, and professional codes), in order to formulate and support morally good solutions (e.g. right conducts or right values). Data Ethics builds on the foundation provided by Computer and Information (...)
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