Data disclaimer
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For my analyses, I use administrative data of the Institute for Employment Research. The data are social data with administrative origin, which are processed and kept by IAB according to the German Social Code III. There are certain legal restrictions due to the protection of data privacy. The data contain sensitive information and therefore are subject to the confidentiality regulations of the German Social Code (Book I, Section 35, Paragraph 1). 
The data are held by the Institute for Employment Research (IAB), Regensburger Str. 104, D-90478 Nrnberg, iab@iab.de, phone: +49 911 1790. 

In this reproduction package, I share all my computer programs and results relevant for the article, both for the main paper and online appendix.
I also share some results that did not make it into the final paper.  

The data, computer programs, and results have been archived by the IAB to meet the objective of good scientific practice. This also extends to all data that cannot be shared in this reproduction package. If you wish to access the data for replication purposes, please contact the author or the IAB. 
Contact: e-mail philipp.vom-berge@iab.do or IAB@iab.de

Note that due to the confidentiality of some of the data, access for replication purposes is restricted and only possible on-site at the IAB. Access can only be granted after successful application and approval. Please visit https://www.iab.de/en/daten/replikationen.aspx for further information.