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Quality assessment for register-based statistics - Results for the Austrian census 2011

Asamer, Eva-Maria and Astleithner, Franz and Cetkovic, Predrag and Humer, Stefan and Lenk, Manuela and Moser, Mathias and Rechta, Henrik (2016) Quality assessment for register-based statistics - Results for the Austrian census 2011. Austrian Journal of Statistics, 45 (2). pp. 3-14. ISSN 1026597X

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Abstract

In 2011, Statistics Austria carried out its first register-based census. Advantages of using administrative data for statistical purposes are, among others, a reduced burden for respondents and lower cost for the National Statistical Institutes (NSI). However, new challenges, like need for a new approach to the quality assessment of this kind of data arise. Therefore, Statistics Austria developed a comprehensive standardized framework to evaluate data quality for register-based statistics. In this paper, we present the basic concept of this quality framework and provide detailed results from the quality evaluation of the Austrian census of 2011. More specifically, we derive a quality measure for each census attribute from four complementary hyperdimensions. The first three of these hyperdimensions address the documentation of data, the usability of records and an external data validation. The fourth hyperdimension focuses on the quality of data imputations. The proposed framework combines these different quality-related information sources for each attribute to form an overall quality indicator. This procedure allows to track changes in quality during data processing and to compare the quality of different census generations.

Item Type: Article
Keywords: administrative data / register-based census / quality assessment / Austrian Census 2011
Divisions: Forschungsinstitute > Verteilungsfragen
Version of the Document: Published
Depositing User: Gertraud Novotny
Date Deposited: 08 Mar 2016 10:48
Last Modified: 15 Sep 2017 14:00
Related URLs:
FIDES Link: https://bach.wu.ac.at/d/research/results/76254/
URI: http://epub.wu.ac.at/id/eprint/4917

References

Berka C, Humer S, Lenk M, Moser M, Rechta H, Schwerer E (2010). "A Quality Framework for Statistics based on Administrative Data Sources using the Example of the AustrianCensus 2011." Austrian Journal of Statistics, Volume 39, Number 4, 299-308.

Berka C, Humer S, Lenk M, Moser M, Rechta H, Schwerer E (2012). "Combination of Evidence from Multiple Administrative Data Sources: Quality Assessment of the Austrian Register-Based Census 2011." Statistica Neerlandica, Volume 66, Issue 1, 18-33.

Daas P, Fonville T (2007). "Quality Control of Dutch Administrative Registers: An Inventory of Quality Aspects." Technical report, Statistics Netherlands.

Daas P, Ossen S, Vis-Visschers R, Arends-Tòth J (2009). "Checklist for the Quality Evaluation of Administrative Data Sources." Statistics Netherlands Discussion Paper, 09042.

Kausl A (2012). "The Data Imputation Process of the Austrian Register-Based Census." In Conference Contribution at UNECE Work Session on Statistical Data Editing. Oslo, Norway.

Lenk M (2008). "Methods of the Register-based Census in Austria." Technical report, Statistik Austria, Wien.

Schnetzer M, Astleithner F, Cetkovic P, Humer S, Lenk M, Moser M, Schwerer E, Rechta H (2015). "Quality Measurement in Administrative Statistics and the Assessment of Imputations." Journal of Official Statistics, 31(2), 1-17. doi:10.1515/JOS-2015-0015.

Shafer G (1992). "Dempster-Shafer Theory." In SC Shapiro (ed.), Encyclopedia of Artifficial Intelligence, pp. 330-331. Wiley.

UNECE (2014). "Measuring Population and Housing - Practices of UNECE Countries in the 2010 Round of Censuses." Technical report, United Nations Economic Commission for Europe.

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