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Reducing nonresponse and data linkage consent bias in large-scale panel surveys
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Sakshaug, Joseph W. (2022) Reducing nonresponse and data linkage consent bias in large-scale panel surveys. Forum for Health Economics and Policy, 25 (1-2). pp. 41-55. doi:10.1515/fhep-2021-0060 ISSN 1558-9544.
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Official URL: http://dx.doi.org/10.1515/fhep-2021-0060
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.
Item Type: | Journal Article | ||||||
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Subjects: | R Medicine > RA Public aspects of medicine | ||||||
Divisions: | Faculty of Social Sciences > Institute for Employment Research | ||||||
Library of Congress Subject Headings (LCSH): | Health surveys, Retirement, Sampling (Statistics) -- Evaluation, Social surveys -- Methodology, Social perception, Discrimination, Questionnaires | ||||||
Journal or Publication Title: | Forum for Health Economics and Policy | ||||||
Publisher: | Walter de Gruyter GmbH | ||||||
ISSN: | 1558-9544 | ||||||
Official Date: | 21 June 2022 | ||||||
Dates: |
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Volume: | 25 | ||||||
Number: | 1-2 | ||||||
Page Range: | pp. 41-55 | ||||||
DOI: | 10.1515/fhep-2021-0060 | ||||||
Status: | Peer Reviewed | ||||||
Publication Status: | Published | ||||||
Access rights to Published version: | Open Access (Creative Commons) | ||||||
Date of first compliant deposit: | 30 June 2022 | ||||||
Date of first compliant Open Access: | 1 July 2022 |
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