Attrition in panel data: The effectiveness of weighting

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Ressource 1Download: Vandecasteele, Debels (2007) Attrition in Panel Data.pdf (275.07 [Ko])
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Version: Author's accepted manuscript
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Serval ID
serval:BIB_15CE5F7A0212
Type
Article: article from journal or magazin.
Collection
Publications
Title
Attrition in panel data: The effectiveness of weighting
Journal
European Sociological Review
Author(s)
Vandecasteele Leen, Debels Annelies
ISSN
1468-2672
Publication state
Published
Issued date
2007
Volume
23
Number
1
Pages
81 - 97
Language
english
Abstract
Although weighting seems to be a popular strategy for coping with panel attrition in sociological research it is not clear how effective it is in reducing attrition bias. This article aims to fill this gap by giving an assessment of the effectiveness of weighting in the European Community Household Panel. Estimates of the distribution of social class and education appear to be dropout biased in the ECHP. Moreover, the direction of the bias differs across countries. Weighting with the ECHP longitudinal weight tends to reduce this bias to some extent; yet, unexpectedly, it also sometimes increases it. The latter problem is largely avoided, however, by replacing the available ECHP-weight with a new longitudinal weight that includes better predictors of dropout, such as covariates related to the interview process, to respondents’ previous interview experiences and education.
Keywords
Attrition, Dropout, Weighting, ECHP, Social class, Education
Create date
18/12/2018 11:46
Last modification date
02/12/2019 17:54
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