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Using Analysis of Gini (ANOGI) for Detecting Whether Two Subsamples Represent the Same Universe: The German Socio-Economic Panel Study (SOEP) Experience
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A wildly discussed shortcoming of panel surveys is a potential bias arising from selective attrition. Based on data of the German Socio-Economic Panel Study (SOEP), the authors analyze potential artifacts (level, structure, income inequality) by comparing results for two independently drawn panel subsamples started in 1984 and 2000. They apply ANOGI (analysis of Gini) techniques, the equivalent of ANOVA performed with the Gini coefficient. They rearrange, reinterpret, and use the decomposition in the comparison of subpopulations from which the different samples were drawn. Taking into account indicators for income, significant differences between these two samples with respect to income inequality are found in the first year, which start to fade away in Wave 2 and disappear in Wave 3. The authors find credible indication for these differences to be driven by changes in response behavior of short-term panel members rather than by attrition among members of the longer running sample.
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“Frick et al. (2006) show that respondents in the German Socio-Economic Panel have a tendency to move away from the endpoints of response scales over time.”
From Measuring Subjective Wellbeing: Recommendations on Measures for use by National Governments (2012) · cites this paper as Frick et al. (2006)
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Self-citation
Metadata
- Authors
- Frick, J. R., Goebel, J., Schechtman, E., Wagner, G. G., & Yitzhaki, S.
- Affiliations
- German Institute for Economic Research (DE)
- Ben-Gurion University of the Negev (IL)
- Hebrew University of Jerusalem (IL)
- Venue
- Sociological Methods & Research
- Publisher
- SAGE Publications
- Published
- 2006-05
- Volume
- 34
- Issue
- 4
- Pages
- 427-468
- ISSN
- 0049-1241 (ISSN-L)
- 1552-8294
- OpenAlex
- W2015236479
- Cited by
- 129
- References
- 40
- Citations by year
- 2025: 3 · 2024: 4 · 2023: 1 · 2022: 2 · 2021: 3 · 2020: 3 · 2019: 6 · 2018: 4 · 2017: 8 · 2016: 10 · 2015: 5 · 2014: 6 · 2013: 15 · 2012: 11
- FWCI
- 30.21
- Type
- journal article
- Language
- en
- Open access
- green
- smr.sagepub.com
- Locations
- Sociological Methods & Research (publishedVersion)
- RePEc: Research Papers in Economics (submittedVersion)
- EconStor Open Access Articles (submittedVersion)
- Econstor (Econstor) (submittedVersion, cc-by)
- Funders
- Universität zu Köln
- Topics
- Social Sciences › Sociology and Political Science › Survey Methodology and Nonresponse
- Social Sciences › Sociology and Political Science › Income, Poverty, and Inequality
- Physical Sciences › Mathematics › Statistics and Probability › Survey Sampling and Estimation Techniques
- Keywords
- selective attrition, panel survey, German Socio-Economic Panel, income inequality, Gini coefficient decomposition, response behavior, attrition bias
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
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