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Individual Data Linkage of Survey Data with Claims Data in Germany—An Overview Based on a Cohort Study

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  • Stefanie March

    (Institute of Social Medicine and Health Economics, Medical Faculty, Otto-von-Guericke-University, 39120 Magdeburg, Germany)

Abstract

Research based on health insurance data has a long tradition in Germany. By contrast, data linkage of survey data with such claims data is a relatively new field of research with high potential. Data linkage opens up new opportunities for analyses in the field of health services research and public health. Germany has comprehensive rules and regulations of data protection that have to be followed. Therefore, a written informed consent is needed for individual data linkage. Additionally, the health system is characterized by heterogeneity of health insurance. The lidA-living at work-study is a cohort study on work, age and health, which linked survey data with claims data of a large number of statutory health insurance data. All health insurance funds were contacted, of whom a written consent was given. This paper will give an overview of individual data linkage of survey data with German claims data on the example of the lidA-study results. The challenges and limitations of data linkage will be presented. Despite heterogeneity, such kind of studies is possible with a negligibly small influence of bias. The experience we gain in lidA will be shown and provide important insights for other studies focusing on data linkage.

Suggested Citation

  • Stefanie March, 2017. "Individual Data Linkage of Survey Data with Claims Data in Germany—An Overview Based on a Cohort Study," IJERPH, MDPI, vol. 14(12), pages 1-16, December.
    • Handle: RePEc:gam:jijerp:v:14:y:2017:i:12:p:1543-:d:122278
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    References listed on IDEAS

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    1. repec:iab:iabfme:201512(en is not listed on IDEAS
    2. Kreis, Kristine & Neubauer, Sarah & Klora, Mike & Lange, Ansgar & Zeidler, Jan, 2016. "Status and perspectives of claims data analyses in Germany—A systematic review," Health Policy, Elsevier, vol. 120(2), pages 213-226.
    3. Roos, Leslie L. & Brownell, Marni & Lix, Lisa & Roos, Noralou P. & Walld, Randy & MacWilliam, Leonard, 2008. "From health research to social research: Privacy, methods, approaches," Social Science & Medicine, Elsevier, vol. 66(1), pages 117-129, January.
    4. March, Stefanie & Rauch, Angela & Bender, Stefan & Ihle, Peter, 2015. "Data protection aspects concerning the use of social or routine data," FDZ Methodenreport 201512_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    5. Steinwede, Jacob & Kleudgen, Martin & Häring, Amando & Schröder, Helmut, 2015. "Methodenbericht zur Haupterhebung lidA - leben in der Arbeit, 2. Welle," FDZ Methodenreport 201507_de, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    6. repec:iab:iabfme:201301(de is not listed on IDEAS
    7. Korbmacher, Julie M. & Schröder, Mathis, 2013. "Consent when Linking Survey Data with Administrative Records: The Role of the Interviewer," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 7(2), pages 115-131.
    8. repec:iab:iabfme:201109(de is not listed on IDEAS
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    Cited by:

    1. Stefanie March & Silke Andrich & Johannes Drepper & Dirk Horenkamp-Sonntag & Andrea Icks & Peter Ihle & Joachim Kieschke & Bianca Kollhorst & Birga Maier & Ingo Meyer & Gabriele Müller & Christoph Ohl, 2020. "Good Practice Data Linkage (GPD): A Translation of the German Version," IJERPH, MDPI, vol. 17(21), pages 1-20, October.
    2. Christian E. Besimo & Nicola U. Zitzmann & Tim Joda, 2020. "Digital Oral Medicine for the Elderly," IJERPH, MDPI, vol. 17(7), pages 1-5, March.

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