Skip to main content

Denmark at a Crossroad? Intensified Data Sourcing in a Research Radical Country

  • Chapter
  • First Online:
The Ethics of Biomedical Big Data

Part of the book series: Law, Governance and Technology Series ((LGTS,volume 29))

Abstract

Denmark is regularly portrayed in international science journals as ‘the epidemiologist’s dream’: a country where health data on all citizens can be combined with e.g. information about social or financial position, kinship ties, school performance data as well as tissue samples. Moreover, it can all be done without the informed consent of the individual. This chapter describes the practices in Denmark involved in what I call ‘intensified data sourcing’. I define intensified data sourcing as attempts at getting more data, of better quality, on more people – and I point out how intensified data sourcing has emerged as a new way of running the health services. My key point with this chapter is that though research uses of health data receive the most attention, research is not necessarily the main purpose with intensified data sourcing. Nevertheless, ethical debates tend to focus on research and thereby neglect an adequate understanding of the everyday practices of data sourcing and the many competing purposes it serves. Furthermore, I point out how ethical debates often focus on the rights of the individual, though data sourcing operates at the level of the population, and when attending to individual rights there is an unfortunate tendency to conjure concerns about privacy with rights of autonomy. We need new modes of ethical reasoning that take point of departure in an understanding of actual data practices. Since Denmark is in many ways at the forefront of intensified data sourcing, it is a good place from which to begin rethinking the policy challenges associated with intensified data sourcing at both national and European levels.

This is a preview of subscription content, log in via an institution to check access.

Access this chapter

Chapter
USD 29.95
Price excludes VAT (USA)
  • Available as PDF
  • Read on any device
  • Instant download
  • Own it forever
eBook
USD 139.00
Price excludes VAT (USA)
  • Available as EPUB and PDF
  • Read on any device
  • Instant download
  • Own it forever
Softcover Book
USD 179.99
Price excludes VAT (USA)
  • Compact, lightweight edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info
Hardcover Book
USD 179.99
Price excludes VAT (USA)
  • Durable hardcover edition
  • Dispatched in 3 to 5 business days
  • Free shipping worldwide - see info

Tax calculation will be finalised at checkout

Purchases are for personal use only

Institutional subscriptions

Notes

  1. 1.

    The two Regions are Sjælland and Hovedstaden, and further information can be found here: http://www.sundhedsplatform.dk/ (last accessed September 4, 2015).

  2. 2.

    See, for example, the differences between the EU Tissue and Cells Directive (2004/23/EC) for biobanks aimed at therapeutic purposes, and the rules of the European Research Councils on data management plans for research biobanks, and compare to different national laws on police access to biobanks for forensic purposes.

  3. 3.

    See, for example, the EU Data Protection Reform and international conventions from UNESCO, Council of Europe etc.

  4. 4.

    There is another opt-out register which has not been deleted yet. It is called “Tissue usage register [Vævsanvendelsesregisteret]” and here citizens who do not want to have their tissue used in research without consent can sign up. Less than 500 citizens have entered the register and it therefore currently does not pose a threat to population-based research.

  5. 5.

    Different governments have during the past 15 years introduced and modified various ‘guarantees’ such as entitlements to elective surgery, cancer treatment, diagnostics etc. within various time frames. Traditionally, very few health services other than abortion were presented as ‘rights’ – they were offered at the discretion of the treating doctor (see Hartlev 2005).

References

  • Aagaard, J., and L.H. Lassen. 2013. Dansk databank skal tiltrække udenlandsk sundheds forskning. Business.dk, http://www.business.dk/oekonomi/dansk-databank-skal-tiltraekke-udenlandsk-sundhedsforskning

  • Alexandersen, H. 2014. Forskningsservice gennem 25 år, ed. L. Thygesen, I. Thaulow, and C. Zangenberg. København: Danmarks Statistik.

    Google Scholar 

  • Andersen, T.B., and M.-B.J. Poulsen. 2015. Handlingsplan for Projekt Personlig Medicin, 1–9. Copenhagen: Danske Regioner.

    Google Scholar 

  • Armstrong, D. 2014. Actors, patients and agency: A recent history. Sociology of Health & Illness 36(2): 163–174.

    Article  Google Scholar 

  • Arnason, V. 2004. Coding and consent: Moral challenges of the database project in Iceland. Bioethics 18(1): 27–49.

    Article  Google Scholar 

  • Bar-Lev, S. 2015. The politics of healthcare informatics: Knowledge management using an electronic medical record system. Sociology of Health & Illness 37(3): 404–421.

    Article  Google Scholar 

  • Bauer, S. 2014. From administrative infrastructure to biomedical resource: Danish population registries, the “scandinavian laboratory,” and the “epidemiologist’s dream”. Science in Context 27(Special issue 02): 187–213.

    Article  Google Scholar 

  • Bengtsson, K.L. 2014. Pressemeddelelse. Copenhagen: Udbudsvagten.

    Google Scholar 

  • Beskow, L.M., W. Burke, J.F. Merz, P.A. Barr, S. Terry, V.B. Penchazadeh, L.O. Gostin, M. Gwinn, and M. Khoury. 2001. Informed consent for population-based research involving genetics. JAMA 286(18): 2315–2321.

    Article  Google Scholar 

  • Brekke, O.A., and T. Sirnes. 2006. Population biobanks: The ethical gravity of informed consent. BioSocieties 1: 385–398.

    Article  Google Scholar 

  • Buchan, I., and J.W.C. Bishop. 2009. A unified modeling approach to data-intensive healthcare. In The fourth paradigm, eds. T. Hey, S. Tansley, and K. Tolle, 91–97. Redmond: Microsoft Research.

    Google Scholar 

  • Corrigan, O. 2002. Trial and error: A sociology of bioethics and clinical drug trials. London: University College of London.

    Google Scholar 

  • Corrigan, O. 2003. Empty ethics: The problem with informed consent. The Sociology of Health and Illness 25(3): 768–792.

    Article  Google Scholar 

  • Council of Europe. 1997. Convention for the protection of human rights and dignity of the human being with regard to the application of biology and medicine: Convention of human rights and biomedicine. Strasbourg: Council of Europe.

    Google Scholar 

  • Council of Europe. 2015. Council of Europe convention against trafficking in human organs. Santiago de Compostela: Council of Europe.

    Google Scholar 

  • Danish e-Infrastructure Cooperation, and Danmarks Elektroniske Fag-og Forskningsbibliotek. 2015. National strategi for forskningsdata management 2015-2018. København. Lyngby: DelC.

    Google Scholar 

  • Deleuze, G. 1990. Kontrol og tilblivelse. In Forhandlinger 1972-1990, ed. G. Deleuze, 203–220. Frederiksberg: Det lille forlag.

    Google Scholar 

  • Det Etiske Råd. 2015. Forskning i sundhedsdata og biologisk materiale i Danmark. København: Det Etiske Råd.

    Google Scholar 

  • EurActiv.com. 2013. Data protection reform in peril as Germany stymies deal. http://www.euractiv.com

  • European Commission. 2014. Progress on EU data protection reform now irreversible following European Parliament vote, 1–10. Brussels: European Commission.

    Google Scholar 

  • Faden, R., and T.L. Beauchamp. 1986. A history and theory of informed consent. Oxford: Oxford University Press.

    Google Scholar 

  • Fasano, P. 2013. Transforming health care: The financial impact of technology, electronic tools and data mining. Oxford: Wiley.

    Google Scholar 

  • Foucault, M. 2000. Klinikkens Fødsel [The birth of the clinic]. Copenhagen: Hans Reitzels Forlag.

    Google Scholar 

  • Frank, L. 2000. When an entire Country is a cohort. Science 287(5462): 2398–2399.

    Article  Google Scholar 

  • Frank, L. 2003. The epidemiologist’s dream: Denmark. Science 301(5630): 163.

    Article  Google Scholar 

  • Gholami, A., A.-S. Lind, J. Reichel, J.-E. Litton, A. Edlund, and E. Laure. 2014. Privacy threat modeling for emerging BiobankClouds. Procedia Computer Science 37: 489–496.

    Article  Google Scholar 

  • Gustafsson, J., and E. Farmer. 2015. The genomic portrait of a nation. Delaware: Amgen.

    Google Scholar 

  • Hacking, I. 1995. The looping effects of human kinds. In Causal cognition: A multidisciplinary debate, ed. D. Sperber, D. Premack, and A.J. Remack, 351–394. Oxford: Clarendon.

    Google Scholar 

  • Hansson, M.G., J. Dillner, C.R. Bartram, J.A. Carlson, and G. Helgesson. 2006. Should doners be allowed to give broad consent to future biobank research? The Lancet Oncology 7: 266–269.

    Article  Google Scholar 

  • Hartlev, M. 2005. Fortrolighed i Sundhedsretten – et Patientretligt Perspektiv. København: Forlaget Thomson A/S.

    Google Scholar 

  • Hildebrandt, S. 2015. Ny lovfortolkning er en bombe under kvalitetsarbejdet. Dagens Medicin 9: 6–7, April 10, 2015. Copenhagen.

    Google Scholar 

  • Hoeyer, K. 2009. Informed consent: The making of a ubiquitous rule in medical practice. Organization 16(2): 267–288.

    Article  Google Scholar 

  • Hoeyer, K., and L.F. Hogle. 2014. Informed consent: The politics of intent and practice in medical research ethics. Annual Review of Anthropology 43: 347–362.

    Article  Google Scholar 

  • Holmberg, C., C. Bischof, and S. Bauer. 2013. Making predictions: Computing populations. Science, Technology & Human Values 38(3): 398–420.

    Article  Google Scholar 

  • Hood, L., and M. Flores. 2012. A personal view on systems medicine and the emergence of proactive P4 medicine: Predictive, preventive, personalized and participatory. New Biotechnology 29(6): 613–624.

    Article  Google Scholar 

  • Hood, L., J.C. Lovejoy, and N.D. Price. 2015. Integrating big data and actionable health coaching to optimize wellness. BMC Medicine 13(4): 1–4.

    Google Scholar 

  • Kaye, J. 2012. The tension between data sharing and the protection of privacy in genomics research. Annual Reviews of Genomics and Human Genetics 13: 415–431.

    Article  Google Scholar 

  • Kaye, J., E.A. Whitley, D. Lund, M. Morrison, H. Teare, and K. Melham. 2015. Dynamic consent: A patient interface for twenty-first century research networks. European Journal of Human Genetics 23(2): 141–146.

    Article  Google Scholar 

  • Laurie, G., and K. Hunter. 2013. Guthrie cards in Scotland: Ethical, legal and social issues. Edinburgh: The Scottish Government.

    Google Scholar 

  • Leonelli, S. 2014. What difference does quantity make? On the epistemology of Big Data in biology. Big Data and Society 1(1): 1–11.

    Article  Google Scholar 

  • Lidz, C.W., A. Meisel, and M. Munetz. 1985. Chronic disease: The sick role and informed consent. Culture, Medicine and Psychiatry 9(3): 241–255.

    Google Scholar 

  • Lipworth, W., R. Ankeny, and I. Kerridge. 2006. Consent in crisis: The need to reconceptualize consent to tissue banking research. Internal Medicine Journal 36: 124–128.

    Article  Google Scholar 

  • Luhmann, N. 1999. Tillid – en mekanisme til reduktion af social kompleksitet. København: Hans Reitzels Forlag.

    Google Scholar 

  • Madden, R. 2010. Being ethnographic. A guide to the theory and practice of ethnography. London: Sage.

    Google Scholar 

  • Maschke, K.J. 2006. Alternative consent approaches for biobank research. The Lancet Oncology 7: 193–194.

    Article  Google Scholar 

  • Mayer-Schönberger, V., and K. Cukier. 2013. Big Data: A revolution that will transform how we live, work and think. London: John Murray.

    Google Scholar 

  • Mayrhofer, M. Th. 2013. About the new significance and the contingent meaning of biological material and data in biobanks. History and Philosophy of the Life Sciences 35(3): 449–467.

    Google Scholar 

  • Ministeriet for Sundhed og Forebyggelse. 2013. STARS* – Strategisk Alliance for Register- og Sundhedsdata, 1–2. Copenhagen: Ministeriet for Sundhed og Forebyggelse.

    Google Scholar 

  • Mittelstadt, B.D., and L. Floridi. 2016. The ethics of big data: Current and foreseeable issues in biomedical contexts. Science and Engineering Ethics 22(2): 303–341. doi:10.1007/s11948-015-9652-2.

    Google Scholar 

  • Mol, A. 2002. The body multiple: Ontology in medical practice. London: Duke University Press.

    Book  Google Scholar 

  • Murdoch, T.B., and A.S. Detsky. 2013. The inevitable application of big data to health care. JAMA 309(13): 1351–1352.

    Article  Google Scholar 

  • Nõmper, A. 2005. Open consent – A new form of informed consent for population genetic databases, 5–260. Tartu: Tartu University.

    Google Scholar 

  • Nordfalk, F. 2015. Forskerbeskyttelsen i Danmark 1995-2014, 1–79. Copenhagen: Københavns Universitet.

    Google Scholar 

  • Novas, C. 2006. The political economy of hope: Patients’ organizations, science and biovalue. BioSocieties 1(3): 289–305.

    Article  Google Scholar 

  • Odell, M. 2008. Ett lyft för forskning och innovation. Stockholm: Regeringen.

    Google Scholar 

  • Organisation for Economic Co-Operation and Development (OECD). 2011. The bioeconomy to 2030: Designing a policy agenda. Paris: OECD.

    Google Scholar 

  • Organisation for Economic Co-Operation and Development (OECD). 2011. The bioeconomy to 2030: Designing a policy agenda. Paris: OECD.

    Google Scholar 

  • Regioner, Danske. 2015a. Regionernes politiske linje for informationssikkerhed. Copenhagen: Danske Regioner.

    Google Scholar 

  • Regioner, Danske. 2015b. Sundhedsdata i spil. Copenhagen: Danske Regioner.

    Google Scholar 

  • Richards, M., R. Anderson, S. Hinde, J. Kaye, A. Lucassen, P. Matthews, M. Parker, M. Shotter, G. Watts, S. Wallace, and J. Wise. 2015. The collection, linking and use of data in biomedical research and health care: Ethical issues. London: Nuffield Council on Bioethics.

    Google Scholar 

  • Rose, N. 2007. The politics of life itself: Biomedicine, power, and subjectivity in the twenty-first century. Princeton: Princeton University Press.

    Book  Google Scholar 

  • Smith, P.C. 2015. Reflecting on ‘Analytical perspectives on performance-based management: An outline of theoretical assumptions in the existing literature’. Health Economics, Policy, and Law 10(4): 479–483.

    Article  Google Scholar 

  • Steinsbekk, K.S., B.K. Myskja, and B. Solberg. 2013. Broad consent versus dynamic consent in biobank research: Is passive participation an ethical problem? European Journal of Human Genetics 21: 897–902.

    Article  Google Scholar 

  • Stræde, M.K. 2014. Oplysninger om patientdatabase belaster myndigheder. Information: 8–9, November 19, 2014. Copenhagen.

    Google Scholar 

  • Styrelsen for Forskning og Innovation. 2013. Registerforskning – nye muligheder og nye udfordringer, 1–30. Copenhagen: Styrelsen for Forskning og Innovation.

    Google Scholar 

  • The Expert Group on Dealing with Ethical and Regulatory Challenges of International Biobank Research. 2012. Biobanks for Europe: A challenge for governance. Brussels: European Commission.

    Google Scholar 

  • Thygesen, L.C., and A.K. Ersbøll. 2014. When the entire population is the sample: Strengths and limitations in register-based epidemiology. European Journal of Epidemiology 29(8): 551–558.

    Article  Google Scholar 

  • Timmis, O. 2011. Faroe Island to be the first to sequence an entire nation. Bionews. vol 628, London.

    Google Scholar 

  • Tupasela, A. 2007. Re-examining medical modernization – Framing the public in Finnish biomedical research policy. Public Understanding of Science 16(1): 63–78.

    Article  Google Scholar 

  • Wendler, D. 2006. One time general consent for research on biological samples. British Medical Journal 332: 544–547.

    Article  Google Scholar 

  • Westergaard, A.W., and L.L. Skovgaard. 2015. Databasen der delte vandene: Værdirationaler i debatten omkring Dansk AlmenMedicinsk database, 1–51. Copenhagen:Københavns Universitet.

    Google Scholar 

  • Wynn, S. 2014. 100,000 Genomes: Impacting real lives. Bionews 780. London.

    Google Scholar 

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Klaus Hoeyer .

Editor information

Editors and Affiliations

Rights and permissions

Reprints and permissions

Copyright information

© 2016 Springer International Publishing Switzerland

About this chapter

Cite this chapter

Hoeyer, K. (2016). Denmark at a Crossroad? Intensified Data Sourcing in a Research Radical Country. In: Mittelstadt, B., Floridi, L. (eds) The Ethics of Biomedical Big Data. Law, Governance and Technology Series, vol 29. Springer, Cham. https://doi.org/10.1007/978-3-319-33525-4_4

Download citation

Publish with us

Policies and ethics