Quotation Angel, Stefan, Disslbacher, Franziska, Humer, Stefan, Schnetzer, Matthias. 2019. What did you really earn last year?: explaining measurement error in survey income data. Journal of the Royal Statistical Society: Series A (Statistics in Society). 182 (4), 1411-1437.


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Abstract

The paper analyses the sources of income measurement error in surveys with a unique data set. We use the Austrian 2008–2011 waves of the European Union ‘Statistics on income and living conditions' survey which provide individual information on wages, pensions and unemployment benefits from survey interviews and officially linked administrative records. Thus, we do not have to fall back on complex two‐sample matching procedures like related studies. We empirically investigate four sources of measurement error, namely social desirability, sociodemographic characteristics of the respondent, the survey design and the presence of learning effects. We find strong evidence for a social desirability bias in income reporting, whereas the presence of learning effects is mixed and depends on the type of income under consideration. An Owen value decomposition reveals that social desirability is a major explanation of misreporting in wages and pensions, whereas sociodemographic characteristics are most relevant for mismatches in unemployment benefits.

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Publication's profile

Status of publication Published
Affiliation WU
Type of publication Journal article
Journal Journal of the Royal Statistical Society: Series A (Statistics in Society)
Citation Index SSCI
WU Journalrating 2009 A
WU-Journal-Rating new FIN-A, VW-B, WH-B
Language English
Title What did you really earn last year?: explaining measurement error in survey income data
Volume 182
Number 4
Year 2019
Page from 1411
Page to 1437
Reviewed? Y
DOI https://doi.org/10.1111/rssa.12463
Open Access Y
Open Access Link https://rss.onlinelibrary.wiley.com/doi/full/10.1111/rssa.12463

Associations

People
Angel, Stefan (Details)
Disslbacher, Franziska (Details)
Humer, Stefan (Details)
Schnetzer, Matthias (Details)
Organization
Institute for Social Policy IN (Details)
Institute for Economic Geography and GIScience IN (Details)
Economics of Inequality FI (Details)
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