IDEAS home Printed from https://ideas.repec.org/a/spr/jlabrs/v57y2023i1d10.1186_s12651-023-00335-w.html
   My bibliography  Save this article

A guide to preparing the sample of integrated labour market biographies (SIAB, version 7519 v1) for scientific analysis

Author

Listed:
  • Heiko Stüber

    (Institute for Employment Research (IAB)
    Friedrich-Alexander-Universität Erlangen-Nürnberg (FAU)
    IZA)

  • Wolfgang Dauth

    (Institute for Employment Research (IAB)
    IZA
    Otto-Friedrich-University of Bamberg)

  • Johann Eppelsheimer

    (urban analytica)

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.

Suggested Citation

  • Heiko Stüber & Wolfgang Dauth & Johann Eppelsheimer, 2023. "A guide to preparing the sample of integrated labour market biographies (SIAB, version 7519 v1) for scientific analysis," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 57(1), pages 1-11, December.
    • Handle: RePEc:spr:jlabrs:v:57:y:2023:i:1:d:10.1186_s12651-023-00335-w
    DOI: 10.1186/s12651-023-00335-w
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1186/s12651-023-00335-w
    File Function: Abstract
    Download Restriction: no
    File URL: https://libkey.io/10.1186/s12651-023-00335-w?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. David Card & Jörg Heining & Patrick Kline, 2013. "Workplace Heterogeneity and the Rise of West German Wage Inequality," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(3), pages 967-1015.
    2. Dauth, Wolfgang & Eppelsheimer, Johann, 2020. "Preparing the sample of integrated labour market biographies (SIAB) for scientific analysis," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 54(1), pages 1-10.
    3. repec:iab:iabfme:200502(en is not listed on IDEAS
    4. Dauth, Wolfgang & Eppelsheimer, Johann, 2020. "Preparing the sample of integrated labour market biographies (SIAB) for scientific analysis," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 54(1), pages .10(1-10).
    5. John M. Abowd & Francis Kramarz & David N. Margolis, 1999. "High Wage Workers and High Wage Firms," Econometrica, Econometric Society, vol. 67(2), pages 251-334, March.
    6. Kesternich, Iris & Schumacher, Heiner & Siflinger, Bettina & Valder, Franziska, 2022. "Reservation wages and labor supply," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 583-607.
    7. Zwick, Thomas & Bruns, Mona & Geyer, Johannes & Lorenz, Svenja, 2022. "Early retirement of employees in demanding jobs: Evidence from a German pension reform," The Journal of the Economics of Ageing, Elsevier, vol. 22(C).
    8. Bellmann, Lisa & Lochner, Benjamin & Seth, Stefan & Wolter, Stefanie, 2020. "AKM effects for German labour market data," FDZ Methodenreport 202001_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    9. repec:iab:iabjlr:v:54:i:1:p:art.10 is not listed on IDEAS
    10. Christian Dustmann & Johannes Ludsteck & Uta Schönberg, 2009. "Revisiting the German Wage Structure," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 124(2), pages 843-881.
    11. repec:iab:iabfme:202105(en is not listed on IDEAS
    12. repec:iab:iabfme:202001(en is not listed on IDEAS
    13. Wolfgang Dauth & Johann Eppelsheimer, 2020. "Preparing the sample of integrated labour market biographies (SIAB) for scientific analysis: a guide," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 54(1), pages 1-14, December.
    14. Ludsteck, Johann & Thomsen, Ulrich, 2016. "Imputation of the working time information for the employment register data," FDZ Methodenreport 201601_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    15. repec:iab:iabfme:201601(en is not listed on IDEAS
    16. Bernd Fitzenberger & Jakob Lazzer, 2022. "Changing selection into full-time work and its effect on wage inequality in Germany," Empirical Economics, Springer, vol. 62(1), pages 247-277, January.
    Full references (including those not matched with items on IDEAS)

    Citations

    Citations are extracted by the CitEc Project, subscribe to its RSS feed for this item.
    as


    Cited by:

    1. Christina Brinkmann & Simon Jäger & Moritz Kuhn & Farzad Saidi & Stefanie Wolter, 2024. "Short-Time Work Extensions," ECONtribute Discussion Papers Series 340, University of Bonn and University of Cologne, Germany.
    2. Heiko Stüber & Markus M. Grabka & Daniel D. Schnitzlein, 2023. "A tale of two data sets: comparing German administrative and survey data using wage inequality as an example," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 57(1), pages 1-18, December.
    3. Christina Brinkmann & Simon Jäger & Moritz Kuhn & Farzad Saidi & Stefanie Wolter, 2024. "Short-Time Work Extensions," NBER Working Papers 33112, National Bureau of Economic Research, Inc.

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Bachmann, Ronald & Demir, Gökay & Green, Colin & Uhlendorff, Arne, 2022. "The Role of Within-Occupation Task Change in Wage Development," VfS Annual Conference 2022 (Basel): Big Data in Economics 264113, Verein für Socialpolitik / German Economic Association.
    2. Hannah Illing & Johannes Schmieder & Simon Trenkle, 2024. "The Gender Gap in Earnings Losses After Job Displacement," Journal of the European Economic Association, European Economic Association, vol. 22(5), pages 2108-2147.
    3. Demir, Gökay, 2023. "Labor Market Frictions and Spillover Effects from Publicly Announced Sectoral Minimum Wages," IZA Discussion Papers 16204, Institute of Labor Economics (IZA).
    4. Illing, Hannah & Koch, Theresa, 2021. "Who Suffers the Greatest Loss? Costs of Job Displacement for Migrants and Natives," IAB-Discussion Paper 202108, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    5. Freund, L. B., 2022. "Superstar Teams: The Micro Origins and Macro Implications of Coworker Complementarities," Cambridge Working Papers in Economics 2276, Faculty of Economics, University of Cambridge.
    6. Demir, Gökay, 2022. "Labor market frictions and spillover effects from publicly announced sectoral minimum wages," Ruhr Economic Papers 985, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    7. Katrin Huber & Geske Rolvering, 2023. "Public child care and mothers’ career trajectories," CEPA Discussion Papers 64, Center for Economic Policy Analysis.
    8. Moritz Drechsel‐Grau & Andreas Peichl & Kai D. Schmid & Johannes F. Schmieder & Hannes Walz & Stefanie Wolter, 2022. "Inequality and income dynamics in Germany," Quantitative Economics, Econometric Society, vol. 13(4), pages 1593-1635, November.
    9. Nassal, Lea & Paul, Marie, 2021. "Couples, Careers, and Spatial Mobility," VfS Annual Conference 2021 (Virtual Conference): Climate Economics 242370, Verein für Socialpolitik / German Economic Association.
    10. Kamila Cygan-Rehm, 2022. "Lifetime Consequences of Lost Instructional Time in the Classroom: Evidence from Shortened School Years," CESifo Working Paper Series 9892, CESifo.
    11. Braunschweig, Luisa & Dauth, Wolfgang & Roth, Duncan, 2024. "Job Mobility and Assortative Matching," IAB-Discussion Paper 202411, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    12. Bassetto, Jacopo & Ippedico, Giuseppe, 2024. "Tax Incentives and Return Migration," IZA Discussion Papers 17224, Institute of Labor Economics (IZA).
    13. Katrin Huber & Geske Rolvering, 2023. "Public child care and mothers’ career trajectories," Working Papers 228, Bavarian Graduate Program in Economics (BGPE).
    14. Virginia Sondergeld & Katharina Wrohlich, 2023. "Women in Management and the Gender Pay Gap," Discussion Papers of DIW Berlin 2046, DIW Berlin, German Institute for Economic Research.
    15. Regina T. Riphahn & Irakli Sauer, 2024. "Earnings Assimilation of Post-Reunification East German Migrants in West Germany," CESifo Working Paper Series 11233, CESifo.
    16. Niklas Gohl, 2023. "Working Longer, Working Stronger? The Forward-Looking Effects of Increasing the Retirement Age on (Un)employment Behaviour," Berlin School of Economics Discussion Papers 0013, Berlin School of Economics.
    17. Christina Langer & Simon Wiederhold, 2023. "The Value of Early-Career Skills," Working Papers 222, Bavarian Graduate Program in Economics (BGPE).
    18. Engberg, Erik & Koch, Michael & Lodefalk, Magnus & Schroeder, Sarah, 2023. "Artificial Intelligence, Tasks, Skills and Wages: Worker-Level Evidence from Germany," Working Papers 2023:12, Örebro University, School of Business.
    19. Egger, Hartmut & Jahn, Elke & Kornitzky, Stefan, 2022. "How does the position in business group hierarchies affect workers’ wages?," Journal of Economic Behavior & Organization, Elsevier, vol. 194(C), pages 244-263.
    20. Carolin Linckh & Samuel Muehlemann & Harald Pfeifer, 2024. "Beggars cannot be choosers: The effect of labor market tightness on hiring standards, wages, and hiring costs," Economics of Education Working Paper Series 0217, University of Zurich, Department of Business Administration (IBW).

    More about this item

    Keywords

    SIAB 7519; Data preparation; Stata; IAB; FDZ;
    All these keywords.

    JEL classification:

    • C55 - Mathematical and Quantitative Methods - - Econometric Modeling - - - Large Data Sets: Modeling and Analysis
    • C81 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs - - - Methodology for Collecting, Estimating, and Organizing Microeconomic Data; Data Access
    • J65 - Labor and Demographic Economics - - Mobility, Unemployment, Vacancies, and Immigrant Workers - - - Unemployment Insurance; Severance Pay; Plant Closings

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:jlabrs:v:57:y:2023:i:1:d:10.1186_s12651-023-00335-w. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.