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Reducing Nonresponse and Data Linkage Consent Bias in Large-Scale Panel Surveys

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  • Sakshaug Joseph W.

    (University of Warwick, Coventry, UK)

Abstract

Selection bias is an ongoing concern in large-scale panel surveys where the cumulative effects of unit nonresponse increase at each subsequent wave of data collection. A second source of selection bias in panel studies is the inability to link respondents to supplementary administrative records, either because respondents do not consent to link or the matching algorithm fails to locate their administrative records. Both sources of selection bias can affect the validity of conclusions drawn from these data sources. In this article, I discuss recently proposed methods of reducing both sources of selection bias in panel studies, with a special emphasis on reducing selection bias in the US Health and Retirement Study.

Suggested Citation

  • Sakshaug Joseph W., 2022. "Reducing Nonresponse and Data Linkage Consent Bias in Large-Scale Panel Surveys," Forum for Health Economics & Policy, De Gruyter, vol. 25(1-2), pages 41-55, December.
    • Handle: RePEc:bpj:fhecpo:v:25:y:2022:i:1-2:p:41-55:n:7
    DOI: 10.1515/fhep-2021-0060
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    References listed on IDEAS

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    1. Daniel Kahneman & Amos Tversky, 2013. "Prospect Theory: An Analysis of Decision Under Risk," World Scientific Book Chapters, in: Leonard C MacLean & William T Ziemba (ed.), HANDBOOK OF THE FUNDAMENTALS OF FINANCIAL DECISION MAKING Part I, chapter 6, pages 99-127, World Scientific Publishing Co. Pte. Ltd..
    2. Stephen P. Jenkins & Lorenzo Cappellari & Peter Lynn & Annette Jäckle & Emanuela Sala, 2006. "Patterns of consent: evidence from a general household survey," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 169(4), pages 701-722, October.
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    5. Emanuela Sala & Jonathan Burton & Gundi Knies, 2012. "Correlates of Obtaining Informed Consent to Data Linkage," Sociological Methods & Research, , vol. 41(3), pages 414-439, August.
    Full references (including those not matched with items on IDEAS)

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