Estimating Literacy Levels at a Detailed Regional Level: an Application Using Dutch Data
Policy measures to combat low literacy are often targeted at municipalities or regions with low levels of literacy. However, current surveys on literacy do not contain enough observations at this level to allow for reliable estimates when using only direct estimation techniques. To provide more reliable results at a detailed regional level, alternative methods must be used. The aim of this article is to obtain literacy estimates at the municipality level using model-based small area estimation techniques in a hierarchical Bayesian framework. To do so, we link Dutch Labour Force Survey data to... Mehr ...
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Dokumenttyp: | Zeitschriftenartikel |
Erscheinungsdatum: | 2021 |
Verlag/Hrsg.: |
MISC
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Schlagwörter: | Sozialwissenschaften / Soziologie / Social sciences / sociology / anthropology / Literacy / basic skills / small area estimation / Programme for the International Assessment of Adult Competencies (PIAAC) / Labor Force Survey (LFS) / Erhebungstechniken und Analysetechniken der Sozialwissenschaften / Methods and Techniques of Data Collection and Data Analysis / Statistical Methods / Computer Methods / Alphabetisierung / Analphabetismus / Gemeinde / Region / Schätzung / Methode / Bayes-Statistik / Niederlande / illiteracy / municipality / estimation / method / Bayesian statistics / Netherlands / 10600 / 10100 / 10200 |
Sprache: | unknown |
Permalink: | https://search.fid-benelux.de/Record/base-26662887 |
Datenquelle: | BASE; Originalkatalog |
Powered By: | BASE |
Link(s) : | https://www.ssoar.info/ssoar/handle/document/73322 |