A guide to preparing the sample of integrated labour market biographies (SIAB, version 7519 v1) for scientific analysis
Abstract The Sample of Integrated Labour Market Biographies (SIAB) is the most frequently requested data set provided by the Research Data Centre (FDZ) of the Federal Employment Agency (BA) at the Institute for Employment Research (IAB). However, preparing the SIAB for scientific analysis is a compl...
| Main Authors: | , , |
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| Format: | Article |
| Language: | English |
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SpringerOpen
2023-02-01
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| Series: | Journal for Labour Market Research |
| Subjects: | |
| Online Access: | https://doi.org/10.1186/s12651-023-00335-w |
| _version_ | 1797865329111597056 |
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| author | Heiko Stüber Wolfgang Dauth Johann Eppelsheimer |
| author_facet | Heiko Stüber Wolfgang Dauth Johann Eppelsheimer |
| author_sort | Heiko Stüber |
| collection | DOAJ |
| description | Abstract The Sample of Integrated Labour Market Biographies (SIAB) is the most frequently requested data set provided by the Research Data Centre (FDZ) of the Federal Employment Agency (BA) at the Institute for Employment Research (IAB). However, preparing the SIAB for scientific analysis is a complicated and error-prone task. This article explains steps necessary to prepare the latest version of the SIAB (7519 v1) and gives examples of how the preparation can be done. Among other things, it shows how to impute right-censored wages, deal with parallel employment episodes, and clean up the data set. The supplementary material to this article contains extensively annotated Stata do-files to replicate our data preparation. |
| first_indexed | 2024-04-09T23:06:20Z |
| format | Article |
| id | doaj.art-7e6701fa40a1419785c67415c451e57a |
| institution | Directory Open Access Journal |
| issn | 2510-5027 |
| language | English |
| last_indexed | 2024-04-09T23:06:20Z |
| publishDate | 2023-02-01 |
| publisher | SpringerOpen |
| record_format | Article |
| series | Journal for Labour Market Research |
| spelling | doaj.art-7e6701fa40a1419785c67415c451e57a2023-03-22T10:39:36ZengSpringerOpenJournal for Labour Market Research2510-50272023-02-0157111110.1186/s12651-023-00335-wA guide to preparing the sample of integrated labour market biographies (SIAB, version 7519 v1) for scientific analysisHeiko Stüber0Wolfgang Dauth1Johann Eppelsheimer2Institute for Employment Research (IAB)Institute for Employment Research (IAB)urban analyticaAbstract The Sample of Integrated Labour Market Biographies (SIAB) is the most frequently requested data set provided by the Research Data Centre (FDZ) of the Federal Employment Agency (BA) at the Institute for Employment Research (IAB). However, preparing the SIAB for scientific analysis is a complicated and error-prone task. This article explains steps necessary to prepare the latest version of the SIAB (7519 v1) and gives examples of how the preparation can be done. Among other things, it shows how to impute right-censored wages, deal with parallel employment episodes, and clean up the data set. The supplementary material to this article contains extensively annotated Stata do-files to replicate our data preparation.https://doi.org/10.1186/s12651-023-00335-wSIAB 7519Data preparationStataIABFDZ |
| spellingShingle | Heiko Stüber Wolfgang Dauth Johann Eppelsheimer A guide to preparing the sample of integrated labour market biographies (SIAB, version 7519 v1) for scientific analysis Journal for Labour Market Research SIAB 7519 Data preparation Stata IAB FDZ |
| title | A guide to preparing the sample of integrated labour market biographies (SIAB, version 7519 v1) for scientific analysis |
| title_full | A guide to preparing the sample of integrated labour market biographies (SIAB, version 7519 v1) for scientific analysis |
| title_fullStr | A guide to preparing the sample of integrated labour market biographies (SIAB, version 7519 v1) for scientific analysis |
| title_full_unstemmed | A guide to preparing the sample of integrated labour market biographies (SIAB, version 7519 v1) for scientific analysis |
| title_short | A guide to preparing the sample of integrated labour market biographies (SIAB, version 7519 v1) for scientific analysis |
| title_sort | guide to preparing the sample of integrated labour market biographies siab version 7519 v1 for scientific analysis |
| topic | SIAB 7519 Data preparation Stata IAB FDZ |
| url | https://doi.org/10.1186/s12651-023-00335-w |
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