Skip to main content
Log in

Big Data and Health Research—The Governance Challenges in a Mixed Data Economy

  • Symposium: Ethics and Epistemology of Big Data
  • Published:
Journal of Bioethical Inquiry Aims and scope Submit manuscript

Abstract

Denmark is a society that has already moved towards Big Data and a Learning Health Care System. Data from routine healthcare has been registered centrally for years, there is a nationwide tissue bank, and there are numerous other available registries about education, employment, housing, pollution, etcetera. This has allowed Danish researchers to study the link between exposures, genetics and diseases in a large population. This use of public registries for scientific research has been relatively uncontroversial and has been supported by facilitative regulation that allows data to be used without the consent of data subjects. However, in the future much of the data will not be held by public authorities but by private companies. What are the implications of this shift for the governance of the research use of the data? This paper will argue that increased involvement of Research Ethics Committees and better training of researchers are necessary; and that some form of consent will have to be re-introduced. Four different consent models will be discussed: Opt-Out, Broad/Blanket consent, Dynamic consent, and Meta consent. It will be argued that a governance model including a possibility for citizens to make meta-choices strikes the best balance between individual and public interests.

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

Access this article

Price excludes VAT (USA)
Tax calculation will be finalised during checkout.

Instant access to the full article PDF.

Similar content being viewed by others

Notes

  1. By querying the registry at http://biobanks.dk/ you can get an initial estimate of how many samples are available from patients with a specific condition.

  2. Danish citizens have the second highest level of trust in their government and public institutions among the E.U. countries, only Finland having higher trust levels. Denmark is one of only seven E.U. countries where more than 50 per cent of citizens trust the government and public institutions (European Commission 2015, 68).

References

  • Bakos, Y., F. Marotta-Wurgler, and D.R. Trossen. 2009. Does anyone read the fine print? Testing a law and economics approach to standard form contracts. CELS 2009 4th annual conference on empirical legal studies paper. NYU Law and Economics Research Paper No. 09-40.

  • Bjørn-Hansen, S. 2016. Eksperter om CPR-læk: Amatøragtig omgang med data [Experts on CPR-leak: Amateurish handling of data]. https://www.dr.dk/nyheder/viden/tech/eksperter-om-cpr-laek-amatoeragtig-omgang-med-data. Accessed June 24, 2017.

  • Cambon-Thomsen, A. 2004. The social and ethical issues of post-genomic human biobanks. Nature Review Genetics 5(11): 866–873.

    Article  CAS  Google Scholar 

  • Daugbjerg, S.B., G. Cesaroni, B. Ottesen, F. Diderichsen, and M. Osler. 2014. Effect of socioeconomic position on patient outcome after hysterectomy. Acta obstetricia et gynecologica Scandinavica 93(9): 926–934.

    Article  PubMed  Google Scholar 

  • European Commission. 2015. Standard Eurobarometer 83: Public opinion in the European Union. Spring. http://ec.europa.eu/public_opinion/archives/eb/eb83/eb83_publ_en.pdf.

  • Faden, R.R., N.E. Kass, S.N. Goodman, P. Pronovost, S. Tunis, and T.L. Beauchamp. 2013 An ethics framework for a learning health care system: A departure from traditional research ethics and clinical ethics. Hastings Center Report 43(s1): S16–S27.

    Article  Google Scholar 

  • Frisch, M., and J. Simonsen. 2015. Ritual circumcision and risk of autism spectrum disorder in 0- to 9-year-old boys: National cohort study in Denmark. Journal of the Royal Society of Medicine 108(7): 266–279.

    Article  PubMed  PubMed Central  Google Scholar 

  • Hansson, M.G., J. Dillner, C.R. Bartram, J.A. Carlson, G. Helgesson. 2006. Should donors be allowed to give broad consent to future biobank research? Lancet Oncology 7(3): 266–269.

    Article  PubMed  Google Scholar 

  • Havelin, L.I., O. Robertsson, A.M. Fenstad, S. Overgaard, G. Garellick, and O. Furnes. 2011. A Scandinavian experience of register collaboration: The Nordic Arthroplasty Register Association (NARA). The Journal Of Bone and Joint Surgery 93(Supplement 3): 13–19.

    Article  PubMed  Google Scholar 

  • Helgesson, G. 2012. In defense of broad consent. Cambridge Quarterly of Healthcare Ethics 21(1): 40–50.

    Article  PubMed  Google Scholar 

  • Hofmann, B. 2009. Broadening consent: And diluting ethics? Journal of Medical Ethics 35(2): 125–129.

    Article  CAS  PubMed  Google Scholar 

  • Holm, S. 1992. How many lay members can you have in your IRB?: An overview of the Danish system. IRB: Ethics and Human Research 14(6): 8–11.

    Article  PubMed  Google Scholar 

  • Information Commisioner’s Office. 2014. Big data, artificial intelligence, machine learning and data protection. https://ico.org.uk/media/for-organisations/documents/1541/big-data-and-data-protection.pdf. Accessed June 24, 2017.

  • Institute of Medicine—Committee on the Learning Health Care System in America. 2013. Best care at lower cost: The path to continuously learning health care in America. Washington: National Academies Press.

  • 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  PubMed  Google Scholar 

  • Laurie, G., and L. Stevens. 2016. Developing a public interest mandate for the governance and use of administrative data in the United Kingdom. Journal of Law and Society 43(3): 360–392.

  • L503 1992. LOV nr 503 af 24/06/1992 Lov om et videnskabsetisk komitesystem og behandling af biomedicinske forskningsprojekter (Komiteloven) [Law on a research ethics committee system and the handling of biomedical research projects (the Committee law)].

  • L499 1996. LOV nr 499 af 12/06/1996 Lov om ændring af lov om et videnskabsetisk komitesystem og behandling af biomedicinske forskningsprojekter og lov om oprettelse af et etisk råd og regulering af visse biomedicinske forsøg (Nedsættelse, opfølgning m.v.) [Law on changes to the law on a research ethics committee system and the handling of biomedical research projects and of the law on the establishment of a council of ethics and the regulation of specific biomedical trials (Establishment, follow up etc.)].

  • L429 2000. LOV nr 429 af 31/05/2000 Lov om behandling af personoplysninger (Persondataloven) [Law on the processing of personal information (the personal data law)].

  • Luckerson, V. 2014. 7 controversial ways Facebook has used your data. Time, February 5. http://time.com/4695/7-controversial-ways-facebook-has-used-your-data/. Accessed June 24 2017.

  • Madsen, K.M., A. Hviid, M. Vestergaard, et al. 2002. A population-based study of measles, mumps, and rubella vaccination and autism. New England Journal of Medicine 347(19): 1477–1482.

    Article  PubMed  Google Scholar 

  • Maidment, N. 2015.Tesco eyes majority stake sale of data unit Dunnhumby—source. Reuters Business News, February 10. http://uk.reuters.com/article/uk-tesco-dunnhumby-m-a-idUKKBN0LD1W120150209. Accessed June 24, 2017.

  • Melbye, M., J. Wohlfahrt, J.H. Olsen, et al. 1997. Induced abortion and the risk of breast cancer. New England Journal of Medicine 336(2): 81–85.

    Article  CAS  PubMed  Google Scholar 

  • Otlowski, M.F.A. 2009. Developing an appropriate consent model for biobanks: In defence of “broad” consent. In Principles and practice in biobank governance, edited by J. Kaye and M. Stranger, 79–92. Farnham: Ashgate Publishing.

  • Prainsack, B., and A. Buyx. 2016. Solidarity in biomedicine and beyond. Cambridge: Cambridge University Press.

  • Ploug, T., and S. Holm. 2013. Informed consent and routinisation. Journal of Medical Ethics 39(4): 214–218.

  • ———. 2014. Agreeing in ignorance: Mapping the routinisation of consent in ICT-Services. Science and Engineering Ethics 20(4): 1097–1110.

  • ———. 2015. Meta consent: A flexible and autonomous way of obtaining informed consent for secondary research. BMJ 350: h2146.

  • ———. 2016. Meta consent – A flexible solution to the problem of secondary use of health data. Bioethics 30(9): 721–732.

  • Radius Kommunikation, 2016. Troværdighedsundersøgelsen 2016 [The trustworthiness survey 2016]. Købenavn: Radius Kommunikation A/S. http://radiuskommunikation.dk/wp-content/uploads/2016/11/Faktaark_Troværdighedsanalyse_2016.pdf. Accessed June 21, 2017.

  • Rasmussen, L., 1998. The Rockefeller Foundation, the Carlsberg Foundation and Danish medical biology in the interwar years. Effects on research and education throughout the 20th century. Dansk Medicinhistorisk Årbog 26: 65–79.

    Google Scholar 

  • Roger, V.L., E. Boerwinkle, J.D. Crapo, et al. 2015. Strategic transformation of population studies: Recommendations of the working group on epidemiology and population sciences from the National Heart, Lung, and Blood Advisory Council and Board of External Experts. American journal of epidemiology 181(6): 363–368.

    Article  PubMed  PubMed Central  Google Scholar 

  • Rossel, P.J.H. 2017. Brystkræftprojektet—Forskning uden Informeret Samtykke [The Breast Cancer Project—Research without Informed Consent]. København: FADL’s Forlag.

  • Voosen, P. 2014. In backlash over Facebook research, scientists risk loss of valuable resource. The Chronicle of Higher Education, July 1. http://www.chronicle.com/article/In-Backlash-Over-Facebook/147447/. Accessed June 24, 2017.

Download references

Author information

Authors and Affiliations

Authors

Corresponding author

Correspondence to Søren Holm.

Rights and permissions

Reprints and permissions

About this article

Check for updates. Verify currency and authenticity via CrossMark

Cite this article

Holm, S., Ploug, T. Big Data and Health Research—The Governance Challenges in a Mixed Data Economy. Bioethical Inquiry 14, 515–525 (2017). https://doi.org/10.1007/s11673-017-9810-0

Download citation

  • Received:

  • Accepted:

  • Published:

  • Issue Date:

  • DOI: https://doi.org/10.1007/s11673-017-9810-0

Keywords

Navigation