Linking Federal Administrative Records to Respondents and Nonrespondents in Household Surveys: A Case Study
ABSTRACT Background In response to increasing nonresponse rates in household surveys, auxiliary information is being sought to augment survey samples and adjust for possible nonresponse bias in key survey estimates. Auxiliary data options are typically limited in most general population surveys a...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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Swansea University
2017-04-01
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| Series: | International Journal of Population Data Science |
| Online Access: | https://ijpds.org/article/view/189 |
| _version_ | 1827616551897923584 |
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| author | Joseph Sakshaug Manfred Antoni Reinhard Sauckel |
| author_facet | Joseph Sakshaug Manfred Antoni Reinhard Sauckel |
| author_sort | Joseph Sakshaug |
| collection | DOAJ |
| description | ABSTRACT
Background
In response to increasing nonresponse rates in household surveys, auxiliary information is being sought to augment survey samples and adjust for possible nonresponse bias in key survey estimates. Auxiliary data options are typically limited in most general population surveys and there are questions concerning their utility for nonresponse adjustment. Federal administrative databases provide a potentially rich source of auxiliary information for nonresponse adjustment, but linking them to general population samples is usually restricted to surveys which draw their samples from population registers containing unique personal identity numbers which can be directly linked to federal databases.
Method
In this article, we examine the feasibility of linking a federal administrative database to a general population survey sample without a unique identifier. We employ a series of indirect linkage procedures that rely instead on non-unique and error-prone identifiers collected from the sampling frame to link a federal employment database to a general population survey in Germany. The quality and selectivity of the established links are evaluated using household- and person-level interview data in accordance with German data protection laws.
Results
We report a linkage rate of 60 percent for the entire sample under a strict linkage criterion, and 80 percent under a more relaxed criterion. Linkage rates varied across some household- and person-level characteristics that are likely specific to the particular administrative database used in this case study.
Conclusion
We conclude with a general discussion of the practical implications of this work for survey organizations considering performing similar linkages and highlight some opportunities for future linkage research. |
| first_indexed | 2024-03-09T09:28:33Z |
| format | Article |
| id | doaj.art-0b46f228bbfa4cfca5b1e8b7010ed713 |
| institution | Directory Open Access Journal |
| issn | 2399-4908 |
| language | English |
| last_indexed | 2024-03-09T09:28:33Z |
| publishDate | 2017-04-01 |
| publisher | Swansea University |
| record_format | Article |
| series | International Journal of Population Data Science |
| spelling | doaj.art-0b46f228bbfa4cfca5b1e8b7010ed7132023-12-02T04:39:16ZengSwansea UniversityInternational Journal of Population Data Science2399-49082017-04-011110.23889/ijpds.v1i1.189189Linking Federal Administrative Records to Respondents and Nonrespondents in Household Surveys: A Case StudyJoseph Sakshaug0Manfred Antoni1Reinhard Sauckel2Institute for Employment ResearchInstitute for Employment ResearchInstitute for Employment ResearchABSTRACT Background In response to increasing nonresponse rates in household surveys, auxiliary information is being sought to augment survey samples and adjust for possible nonresponse bias in key survey estimates. Auxiliary data options are typically limited in most general population surveys and there are questions concerning their utility for nonresponse adjustment. Federal administrative databases provide a potentially rich source of auxiliary information for nonresponse adjustment, but linking them to general population samples is usually restricted to surveys which draw their samples from population registers containing unique personal identity numbers which can be directly linked to federal databases. Method In this article, we examine the feasibility of linking a federal administrative database to a general population survey sample without a unique identifier. We employ a series of indirect linkage procedures that rely instead on non-unique and error-prone identifiers collected from the sampling frame to link a federal employment database to a general population survey in Germany. The quality and selectivity of the established links are evaluated using household- and person-level interview data in accordance with German data protection laws. Results We report a linkage rate of 60 percent for the entire sample under a strict linkage criterion, and 80 percent under a more relaxed criterion. Linkage rates varied across some household- and person-level characteristics that are likely specific to the particular administrative database used in this case study. Conclusion We conclude with a general discussion of the practical implications of this work for survey organizations considering performing similar linkages and highlight some opportunities for future linkage research.https://ijpds.org/article/view/189 |
| spellingShingle | Joseph Sakshaug Manfred Antoni Reinhard Sauckel Linking Federal Administrative Records to Respondents and Nonrespondents in Household Surveys: A Case Study International Journal of Population Data Science |
| title | Linking Federal Administrative Records to Respondents and Nonrespondents in Household Surveys: A Case Study |
| title_full | Linking Federal Administrative Records to Respondents and Nonrespondents in Household Surveys: A Case Study |
| title_fullStr | Linking Federal Administrative Records to Respondents and Nonrespondents in Household Surveys: A Case Study |
| title_full_unstemmed | Linking Federal Administrative Records to Respondents and Nonrespondents in Household Surveys: A Case Study |
| title_short | Linking Federal Administrative Records to Respondents and Nonrespondents in Household Surveys: A Case Study |
| title_sort | linking federal administrative records to respondents and nonrespondents in household surveys a case study |
| url | https://ijpds.org/article/view/189 |
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