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Digital health is a promising tool to support people with an elevated risk for atherosclerotic cardiovascular disease (ASCVD) and patients with an established disease to improve cardiovascular outcomes. Many digital health initiatives have been developed and employed. However, barriers to their large-scale implementation have remained. This paper focuses on these barriers and presents solutions as proposed by the Dutch CARRIER (ie, Coronary ARtery disease: Risk estimations and Interventions for prevention and EaRly detection) consortium. We will focus in 4 sections on the following: (1) the development process of an eHealth solution that will include design thinking and cocreation with relevant stakeholders; (2) the modeling approach for two clinical prediction models (CPMs) to identify people at risk of developing ASCVD and to guide interventions; (3) description of a federated data infrastructure to train the CPMs and to provide the eHealth solution with relevant data; and (4) discussion of an ethical and legal framework for responsible data handling in health care. The Dutch CARRIER consortium consists of a collaboration between experts in the fields of eHealth development, ASCVD, public health, big data, as well as ethics and law. The consortium focuses on reducing the burden of ASCVD. We believe the future of health care is data driven and supported by digital health. Therefore, we hope that our research will not only facilitate CARRIER consortium but may also facilitate other future health care initiatives.
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Objective: The first wave of the coronavirus SARS-COV-2 pandemic has revealed a fragmented governance within the European Union (EU) to tackle public health emergencies. This qualitative study aims: 1) to understand the current EU position within the field of public health emergencies taking the case of the COVID-19 as an example by comparing and contrasting experiences from EU institutions and experts from various EU Member States at the beginning of the pandemic; and, 2) to identify and to formulate future EU pandemic strategies and actions based on experts' opinions. Methods: Eighteen semi-structured interviews were conducted with public health experts from various European Member States and European Commission officials from May 2020 until August 2020. The transcripts were analyzed by Thematic Content Analysis (TCA), mainly a manifest content analysis. Results: This study demonstrated that the limited EU mandate in health hinders proper actions to prevent and tackle infectious disease outbreaks, such as the COVID-19 pandemic. The results showed that this limitation significantly impacted the ECDC, as the Member States' competence did not allow the agency to have more capacity. The European Commission has fulfilled its role of coordinating and supporting the Member States by facilitating networks and information exchange. However, EU intra- and inter-communication need further improvement. Although diverse EU instruments and mechanisms were found valid, their implementation needed to be faster and more efficient. The results pointed out that underlying political challenges in EU decision-making regarding health emergencies hinder the aligned response. It was stated that the Member States were not prepared, and due to the restriction of their mandate, EU institutions could not enforce binding guidelines. Additionally, the study explored future EU pandemic strategies and actions. Both, EU institutions and national experts suggested similar and clear recommendations regarding the ECDC, the investment, and future harmonized preparedness tools. Conclusion: The complex politics of public health at the EU level have led to the fragmentation of its governance for effective pandemic responses. This ongoing pandemic has shed light on the fragility of the political and structural systems in Europe in public health emergencies. Health should be of high importance in the political agenda, and robust health reforms at the local, regional, national, and EU levels are highly recommended.
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COVID-19 , Saúde Pública , Emergências , União Europeia , Prova Pericial , Humanos , Pandemias/prevenção & controle , SARS-CoV-2RESUMO
The design of emergency medicine trials can raise several ethical concerns - risks may be greater, and randomisation may have to occur before consent. Research in emergency medicine is thus an illuminating context to explore the interplay between risk and randomisation, and the consequences for consent. Using a currently running trial, we describe possible concerns, considerations, and solutions to reconcile the conflicting interests of scientific inquiry, ethical principles, and clinical reality in emergency medicine research.
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Reanimação Cardiopulmonar , Medicina de Emergência , Oxigenação por Membrana Extracorpórea , Parada Cardíaca Extra-Hospitalar , HumanosRESUMO
This article explores the social imaginary in the context of data ownership and the (non-)delivery of the data sharing revolution in biomedicine. We contribute to this special issue on imaginaries by developing a method and paradigm of 'competing narratives'. Despite multiple initiatives to encourage health data sharing, and a strong 'open access' agenda, the data sharing revolution is not yet delivered. Ownership is persistently (though inconsistently) presented as a barrier to data sharing. However, existing literature does not reveal how far appeals to ownership are part of the problem. This paper reports original, interdisciplinary research asking: in health research, in what ways, if at all, do notions of ownership (broadly conceived) of health-related data impact on sharing practices? Doctrinal and empirical research methods are used to expose evidence of drivers behind appeals to ownership in health data sharing. The findings speak to how funders and data custodians can better tailor existing and potential data sharing initiatives to perspectives and behaviors. The concept of 'my data' is important: notions of reward, opportunity, control, and safeguarding establish legitimate, potentially competing 'ownership' interests in data. In particular, this research raises questions about the long-term effectiveness of an open access ideology that ignores these subtleties. In conclusion we find power in the social imaginary of ownership with respect to biomedical data; however, that power emerges and is enacted in unexpected ways by multiple actors within the ecosystem, often driven by competing narratives about what is at stake. Importantly, formal legal property-type appeals to ownership appear to have far less power in the narratives about data than the ethical and social concerns that underpin responsible biomedical research.
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Ideally, guidelines reflect an accepted position with respect to matters of concern, ranging from clinical practices to researcher behaviour. Upon close reading, authorship guidelines reserve authorship attribution to individuals fully or almost fully embedded in particular studies, including design or execution as well as significant involvement in the writing process. These requirements prescribe an organisation of scientific work in which this embedding is specifically enabled. Drawing from interviews with nutrition scientists at universities and in the food industry, we demonstrate that the organisation of research labour can deviate significantly from such prescriptions. The organisation of labour, regardless of its content, then, has consequences for who qualifies as an author. The fact that fewer food industry employees qualify is actively used by the food industry to manage the credibility and ownership of their knowledge claims as allonymous science: the attribution of science assisted by authorship guidelines blind to all but one organisational frame.
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Autoria/normas , Indústria Alimentícia/organização & administração , Fenômenos Fisiológicos da Nutrição , Política , Pesquisa/organização & administração , Universidades/organização & administração , Feminino , Indústria Alimentícia/normas , Guias como Assunto , Humanos , Masculino , Pesquisa/normas , Pesquisadores/psicologia , Pesquisadores/normas , Universidades/normasRESUMO
Big data for health care is one of the potential solutions to deal with the numerous challenges of health care, such as rising cost, aging population, precision medicine, universal health coverage, and the increase of noncommunicable diseases. However, data centralization for big data raises privacy and regulatory concerns.Covered topics include (1) an introduction to privacy of patient data and distributed learning as a potential solution to preserving these data, a description of the legal context for patient data research, and a definition of machine/deep learning concepts; (2) a presentation of the adopted review protocol; (3) a presentation of the search results; and (4) a discussion of the findings, limitations of the review, and future perspectives.Distributed learning from federated databases makes data centralization unnecessary. Distributed algorithms iteratively analyze separate databases, essentially sharing research questions and answers between databases instead of sharing the data. In other words, one can learn from separate and isolated datasets without patient data ever leaving the individual clinical institutes.Distributed learning promises great potential to facilitate big data for medical application, in particular for international consortiums. Our purpose is to review the major implementations of distributed learning in health care.
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Algoritmos , Gerenciamento de Dados/normas , Mineração de Dados/ética , Atenção à Saúde/ética , Registros Eletrônicos de Saúde/ética , Aprendizado de Máquina , Privacidade , Mineração de Dados/métodos , Bases de Dados Factuais/estatística & dados numéricos , Atenção à Saúde/métodos , Humanos , Medicina de Precisão/métodosAssuntos
Códigos de Ética , Bases de Dados Genéticas/ética , Genômica/ética , Disseminação de Informação/ética , Computação em Nuvem/economia , Computação em Nuvem/ética , Computação em Nuvem/tendências , Bases de Dados Genéticas/normas , Bases de Dados Genéticas/tendências , Genômica/normas , Genômica/tendências , Humanos , Cooperação InternacionalRESUMO
It is widely anticipated that the use and analysis of health-related big data will enable further understanding and improvements in human health and wellbeing. Here, we propose an innovative infrastructure, which supports secure and privacy-preserving analysis of personal health data from multiple providers with different governance policies. Our objective is to use this infrastructure to explore the relation between Type 2 Diabetes Mellitus status and healthcare costs. Our approach involves the use of distributed machine learning to analyze vertically partitioned data from the Maastricht Study, a prospective population-based cohort study, and data from the official statistics agency of the Netherlands, Statistics Netherlands (Centraal Bureau voor de Statistiek; CBS). This project seeks an optimal solution accounting for scientific, technical, and ethical/legal challenges. We describe these challenges, our progress towards addressing them in a practical use case, and a simulation experiment.
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Privacidade , Diabetes Mellitus Tipo 2 , Registros de Saúde Pessoal , Humanos , Países Baixos , Estudos ProspectivosRESUMO
OBJECTIVES: Fetal alcohol spectrum disorders (FASD) is a worldwide problem. Maternal alcohol consumption is an important risk factor for FASD. It remains unknown which alcohol consumption patterns most strongly predict FASD. The objective of this study was to identify these. DESIGN: Systematic literature review. METHODS: We searched in PubMed, PsychINFO, PsycARTICLES, ERIC, CINAHL, Embase and MEDLINE up to August 2018. The query consisted of keywords and their synonyms related to FASD, pregnancy and behaviour. Studies were excluded when not published in English, were reviews or involved non-human subjects. Substantial heterogeneity precluded aggregation or meta-analysis of the data. Instead, data were qualitatively inspected. RESULTS: In total, 21 studies were eligible for further data analysis. All studies that measured both maternal alcohol drinking behaviours and FASD reported retrospective data on maternal drinking patterns, employing both continuous and categorical measures and exhibiting substantial heterogeneity in measures of alcohol consumption (eg, timing of exposure, quantification of alcohol measure and definition of a standard drink). Study quality improved over time and appeared higher for studies based on active case ascertainment, especially when conducted in schools and when behaviour was assessed through interviews. CONCLUSIONS: We aimed to identify specific maternal drinking behaviour(s) related to FASD. The state of the literature precludes such conclusions. Evidence-based preventive measures necessitate identifying which prenatal alcohol drinking behaviour(s) are most in need of intervention. Therefore, we formulate three recommendations for future research. First, future studies can optimise the value of the collected dataset through specifying measurements and reporting of maternal drinking behaviours and avoiding categorised measures (nominal or ordinal) whenever possible. Second, samples should not be selected based on FASD status, but instead, FASD status as well as maternal alcohol consumption should both be measured in a general population sample. Finally, we provide 10 reporting guidelines for FASD research.
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Consumo de Bebidas Alcoólicas/efeitos adversos , Transtornos do Espectro Alcoólico Fetal/etiologia , Comportamento Materno , Abstinência de Álcool/psicologia , Consumo de Bebidas Alcoólicas/sangue , Consumo de Bebidas Alcoólicas/psicologia , Terapia Comportamental , Concentração Alcoólica no Sangue , Feminino , Transtornos do Espectro Alcoólico Fetal/prevenção & controle , Transtornos do Espectro Alcoólico Fetal/psicologia , Humanos , Recém-Nascido , Entrevista Psicológica , Gravidez , Estudos Retrospectivos , Fatores de RiscoRESUMO
There are clear benefits from genomics and health data sharing in research and in therapy for individuals across societies. At the same time, citizens have different expectations and fears about that data sharing. International legislation in relation with research ethics and practice and, particularly, data protection create a particular environment that, as is seen in the articles in part two of this special issue, are crying out for harmonisation both at a procedural but at fundamental conceptual levels. The law of data sharing is pulling in different directions. This paper poses the question, 'harmonisation, an impossible dream?' and the answer is a qualified 'no'. The paper reflects on what can be seen in the papers in part two of the special issue. It then identifies three major areas of conceptual uncertainty in the new EU General Data Protection Regulation (not because it has superiority over other jurisdictions, but because it is a recent revision of data protection law that leaves universal conceptual questions unclear). Thereafter, the potential for Artificial Intelligence to meet some of the shortcomings is discussed. The paper ends with a consideration of the conditions under which data sharing harmonisation might be achieved: an understanding of a human rights approach and citizen sensitivities in considering the 'public interest'; social liberalism as a basis of solidarity; and the profession of 'researcher'.
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Inteligência Artificial , Bioética , Segurança Computacional , Privacidade Genética , Pesquisa em Genética , Disseminação de Informação/legislação & jurisprudência , Inteligência Artificial/ética , Inteligência Artificial/legislação & jurisprudência , Inteligência Artificial/normas , Segurança Computacional/ética , Segurança Computacional/legislação & jurisprudência , Segurança Computacional/normas , Privacidade Genética/ética , Privacidade Genética/legislação & jurisprudência , Privacidade Genética/normas , Pesquisa em Genética/ética , Pesquisa em Genética/legislação & jurisprudência , HumanosRESUMO
Draft regulatory guidance suggests that if the processing of a child's personal data begins with the consent of a parent, then there is a need to find and defend an enduring consent through the child's growing capacity and on to their maturity. We consider the implications for health research of the UK Information Commissioner's Office's (ICO) suggestion that the relevant test for maturity is the Gillick test, originally developed in the context of medical treatment. Noting the significance of the welfare principle to this test, we examine the implications for the responsibilities of a parent to act as proxy for their child. We argue, contrary to draft ICO guidance, that a data controller might legitimately continue to rely upon parental consent as a legal basis for processing after a child is old enough to provide her own consent. Nevertheless, we conclude that data controllers should develop strategies to seek fresh consent from children as soon as practicable after the data controller has reason to believe they are mature enough to consent independently. Techniques for effective communication, recommended to address challenges associated with Big Data analytics, might have a role here in addressing the dynamic relationship between data subject and processing. Ultimately, we suggest that fair and lawful processing of a child's data will be dependent upon data controllers taking seriously the truism that consent is ongoing, rather than a one-time event: the core associated responsibility is to continue to communicate with a data subject regarding the processing of personal data.
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Pesquisa Biomédica/legislação & jurisprudência , Segurança Computacional/legislação & jurisprudência , Consentimento Livre e Esclarecido/legislação & jurisprudência , Consentimento dos Pais/legislação & jurisprudência , Criança , Humanos , Reino UnidoRESUMO
In this article we explore the ethical issues raised by permitting patients to pay for participation (P4) in clinical trials, and discuss whether there are any categorical objections to this practice. We address key considerations concerning payment for participation in trials, including patient autonomy, risk/benefit and justice, taking account of two previous critiques of the ethics of P4. We conclude that such trials could be ethical under certain strict conditions, but only if other potential sources of funding have first been explored or are unavailable.
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Pesquisa Biomédica/economia , Participação do Paciente/economia , Pesquisa Biomédica/ética , Ensaios Clínicos como Assunto , Humanos , Princípios Morais , Medição de RiscoRESUMO
The Clinical Trials Regulation is intended to harmonise and streamline the review and conduct of clinical trials in the European Union. In this paper, we identify and analyse several serious issues concerning the division imposed by the Regulation between scientific review and ethical review. We conclude that these problems may compromise the objectives of the Regulation.
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Both the European Union and the Council of Europe have a bearing on privacy in genomic databases and biobanking. In terms of legislation, the processing of personal data as it relates to the right to privacy is currently largely regulated in Europe by Directive 95/46/EC, which requires that processing be "fair and lawful" and follow a set of principles, meaning that the data be processed only for stated purposes, be sufficient for the purposes of the processing, be kept only for so long as is necessary to achieve those purposes, and be kept securely and only in an identifiable state for such time as is necessary for the processing. The European privacy regime does not require the de-identification (anonymization) of personal data used in genomic databases or biobanks, and alongside this practice informed consent as well as governance and oversight mechanisms provide for the protection of genomic data.
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Bancos de Espécimes Biológicos , Privacidade , Confidencialidade , Europa (Continente) , Genômica , HumanosRESUMO
BACKGROUND: Although fetal alcohol spectrum disorders (FASD) affect communities worldwide, little is known about its prevalence. The objective of this study was to provide an overview of the global FASD prevalence. METHODS: We performed a search in multiple electronic bibliographic databases up to August 2015, supplemented with the ascendancy and descendancy approach. Studies were considered when published in English, included human participants, and reported empirical data on prevalence or incidence estimates of FASD. Raw prevalence estimates were transformed using the Freeman-Tukey double arcsine transformation so that the data followed an approximately normal distribution. Once the pooled prevalence estimates, 95% confidence intervals and prediction intervals were calculated based on multiple meta-analyses with transformed proportions using random effects models, these estimates were transformed back to regular prevalence rates. Heterogeneity was tested using Cochran's Q and described using the I(2) statistic. RESULTS: Among studies that estimated prevalence in general population samples, considerable differences in prevalence rates between countries were found and therefore separate meta-analyses for country were conducted. Particularly high-prevalence rates were observed in South Africa for fetal alcohol syndrome (55.42 per 1,000), for alcohol-related neurodevelopmental disorder (20.25 per 1,000), and FASD (113.22 per 1,000), For partial fetal alcohol syndrome high rates were found in Croatia (43.01 per 1,000), Italy (36.89 per 1,000), and South Africa (28.29 per 1,000). In the case of alcohol-related birth defects, a prevalence of 10.82 per 1,000 was found in Australia. However, studies into FASD exhibited substantial heterogeneity, which could only partly be explained by moderators, most notably geography and descent, in meta-regressions. In addition, the moderators were confounded, making conclusions as to each moderator's relevance tentative at best. CONCLUSIONS: The worldwide pooled prevalence estimates are higher than assumed so far, but this was largely explained by geography and descent. Furthermore, prevalence studies varied considerably in terms of used methodology and methodological quality. The pooled estimates must therefore be interpreted with caution and for future research it is highly recommended to report methodology in a more comprehensive way. Finally, clear guidelines on assessing FASD prevalence are urgently needed, and a first step toward these guidelines is presented.
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Transtornos do Espectro Alcoólico Fetal/epidemiologia , Saúde Global , Austrália/epidemiologia , Croácia/epidemiologia , Humanos , Itália/epidemiologia , Prevalência , África do Sul/epidemiologiaRESUMO
In 1986, European Directive 86/609/EEC, regulating the use of animals in research, was one of the first examples of common legislation to set standards for animal protection across the Member States of the former European Economic Community, now the European Union, with the aim of securing a level European playing field. Starting in 2002, a process of revising European animal experimentation legislation was undertaken, with one of its key aims being to ensure high standards of welfare for laboratory animals across Europe. This resulted in Directive 2010/63/EU, which has regulated this activity in Europe since 2013. Since this is a European Union Directive, transposition into national legislation is a necessary and important part of the implementation of the new legislation. This paper gives an overview of the transposition process followed by an analysis of the potential to reach the different objectives of the directive, particularly with a focus on securing the same high standards of animal protection across member countries. The analysis focuses on three separate issues: (1) minimum standards for laboratory animal housing and care, (2) restrictions on the use of certain animal species, and (3) project review and authorization.
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In European science and technology policy, various styles have been developed and institutionalised to govern the ethical challenges of science and technology innovations. In this paper, we give an account of the most dominant styles of the past 30 years, particularly in Europe, seeking to show their specific merits and problems. We focus on three styles of governance: a technocratic style, an applied ethics style, and a public participation style. We discuss their merits and deficits, and use this analysis to assess the potential of the recently established governance approach of 'Responsible Research and Innovation' (RRI). Based on this analysis, we reflect on the current shaping of RRI in terms of 'doing governance'.