IDEAS home Printed from https://ideas.repec.org/a/spr/jlabrs/v46y2013i3d10.1007_s12651-013-0140-3.html
   My bibliography  Save this article

Changes in workplace tasks in Germany—evaluating skill and task measures
[Wandel der Tätigkeiten am Arbeitsplatz in Deutschland – Analysen von Skill und Task-Maßen]

Author

Listed:
  • Daniela Rohrbach-Schmidt
  • Michael Tiemann

Abstract

The task approach is attracting increasing attention and recognition among scholars in economics, sociology and related fields. However, measurement still presents an important challenge to the task approach. This paper studies the comparability of task measures in the commonly used German BIBB/IAB-BIBB/BAuA employment cross-sections on qualification and working conditions from 1979, 1985/86, 1991/92, 1998/99, and 2006. We hypothesize that findings on task-biased technological change are sensitive to variable choice. The task data differ substantially from other task data, and task items are not readily comparable between survey years. As a result, classifying single task items into distinct domains leads to a number of problems. To test our hypothesis, we use different strategies for classifying tasks into task domains, and analyze whether different operationalizations lead to different conclusions about task change in Germany. Our results show that this indeed is the case. Our paper provides readers with a broader understanding of German task data and gives recommendations for applying the task approach to German employment data.

Suggested Citation

  • Daniela Rohrbach-Schmidt & Michael Tiemann, 2013. "Changes in workplace tasks in Germany—evaluating skill and task measures [Wandel der Tätigkeiten am Arbeitsplatz in Deutschland – Analysen von Skill und Task-Maßen]," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 46(3), pages 215-237, September.
  • Handle: RePEc:spr:jlabrs:v:46:y:2013:i:3:d:10.1007_s12651-013-0140-3
    DOI: 10.1007/s12651-013-0140-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s12651-013-0140-3
    File Function: Abstract
    Download Restriction: no

    File URL: https://libkey.io/10.1007/s12651-013-0140-3?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
    ---><---

    References listed on IDEAS

    as
    1. Alexandra Spitz-Oener, 2008. "The Returns to Pencil Use Revisited," ILR Review, Cornell University, ILR School, vol. 61(4), pages 502-517, July.
    2. Séamus McGuinness, 2006. "Overeducation in the Labour Market," Journal of Economic Surveys, Wiley Blackwell, vol. 20(3), pages 387-418, July.
    3. Sandra E. Black & Alexandra Spitz-Oener, 2010. "Explaining Women's Success: Technological Change and the Skill Content of Women's Work," The Review of Economics and Statistics, MIT Press, vol. 92(1), pages 187-194, February.
    4. Christina Gathmann & Uta Schönberg, 2010. "How General Is Human Capital? A Task-Based Approach," Journal of Labor Economics, University of Chicago Press, vol. 28(1), pages 1-49, January.
    5. Regula Geel & Johannes Mure & Uschi Backes-Gellner, 2011. "Specificity of occupational training and occupational mobility: an empirical study based on Lazear’s skill-weights approach," Education Economics, Taylor & Francis Journals, vol. 19(5), pages 519-535, January.
    6. David H. Autor & Michael J. Handel, 2013. "Putting Tasks to the Test: Human Capital, Job Tasks, and Wages," Journal of Labor Economics, University of Chicago Press, vol. 31(S1), pages 59-96.
    7. David H. Autor & Frank Levy & Richard J. Murnane, 2003. "The skill content of recent technological change: an empirical exploration," Proceedings, Federal Reserve Bank of San Francisco, issue Nov.
    8. Alexandra Spitz-Oener, 2006. "Technical Change, Job Tasks, and Rising Educational Demands: Looking outside the Wage Structure," Journal of Labor Economics, University of Chicago Press, vol. 24(2), pages 235-270, April.
    9. Elisabeth Bublitz & Florian Noseleit, 2011. "The Skill Balancing Act: Determinants of and Returns to Balanced Skills," Jena Economics Research Papers 2011-025, Friedrich-Schiller-University Jena.
    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. Annette Jäckle & Caroline Roberts & Peter Lynn, 2010. "Assessing the Effect of Data Collection Mode on Measurement," International Statistical Review, International Statistical Institute, vol. 78(1), pages 3-20, April.
    12. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2006. "The Polarization of the U.S. Labor Market," American Economic Review, American Economic Association, vol. 96(2), pages 189-194, May.
    13. David Autor & David Dorn, 2009. "This Job Is "Getting Old": Measuring Changes in Job Opportunities Using Occupational Age Structure," American Economic Review, American Economic Association, vol. 99(2), pages 45-51, May.
    14. Henry Kaiser, 1958. "The varimax criterion for analytic rotation in factor analysis," Psychometrika, Springer;The Psychometric Society, vol. 23(3), pages 187-200, September.
    15. Maarten Goos & Alan Manning, 2007. "Lousy and Lovely Jobs: The Rising Polarization of Work in Britain," The Review of Economics and Statistics, MIT Press, vol. 89(1), pages 118-133, February.
    16. Regula Geel & Uschi Backes-Gellner, 2009. "Occupational Mobility Within and Between Skill Clusters: An Empirical Analysis Based on the Skill-Weights Approach," Economics of Education Working Paper Series 0047, University of Zurich, Department of Business Administration (IBW), revised Mar 2011.
    17. David H. Autor & Lawrence F. Katz & Melissa S. Kearney, 2008. "Trends in U.S. Wage Inequality: Revising the Revisionists," The Review of Economics and Statistics, MIT Press, vol. 90(2), pages 300-323, May.
    18. Francis Green, 2012. "Employee Involvement, Technology and Evolution in Job Skills: A Task-Based Analysis," ILR Review, Cornell University, ILR School, vol. 65(1), pages 36-67, January.
    19. Ljubica Nedelkoska & Frank Neffke, 2010. "Human Capital Mismatches along the Career Path," Jena Economics Research Papers 2010-051, Friedrich-Schiller-University Jena.
    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. Antje Mertens & Laura Romeu-Gordo, 2023. "Retirement in Western Germany – How Workplace Tasks Influence Its Timing," Work, Employment & Society, British Sociological Association, vol. 37(2), pages 467-485, April.
    2. Eduard Storm, 2022. "Task specialization and the Native‐Foreign Wage Gap," LABOUR, CEIS, vol. 36(2), pages 167-195, June.
    3. Michael J Böhm & Terry Gregory & Pamela Qendrai & Christian Siegel, 2021. "Demographic change and regional labour markets," Oxford Review of Economic Policy, Oxford University Press and Oxford Review of Economic Policy Limited, vol. 37(1), pages 113-131.
    4. Silvia Vannutelli & Sergio Scicchitano & Marco Biagetti, 2022. "Routine-biased technological change and wage inequality: do workers’ perceptions matter?," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 12(3), pages 409-450, September.
    5. Koomen, Miriam & Backes-Gellner, Uschi, 2022. "Occupational Tasks and Wage Inequality in Germany: A Decomposition Analysis," IZA Discussion Papers 15702, Institute of Labor Economics (IZA).
    6. 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.
    7. Ivanov, Boris, 2023. "Changes in Occupational Tasks and the Costs of Job Loss," VfS Annual Conference 2023 (Regensburg): Growth and the "sociale Frage" 277669, Verein für Socialpolitik / German Economic Association.
    8. Storm, Eduard, 2021. "Task specialization and the native-foreign wage gap: Evidence from worker-level data," Ruhr Economic Papers 928, RWI - Leibniz-Institut für Wirtschaftsforschung, Ruhr-University Bochum, TU Dortmund University, University of Duisburg-Essen.
    9. Brüll, Eduard & Gathmann, Christina, 2020. "Evolution of the East German wage structure," ZEW Discussion Papers 20-081, ZEW - Leibniz Centre for European Economic Research.
    10. Genz, Sabrina & Schnabel, Claus, 2021. "Digging into the digital divide: Workers' exposure to digitalization and its consequences for individual employment," Discussion Papers 118, Friedrich-Alexander University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
    11. Jean Philippe Décieux & Alexandra Mergener, 2021. "German Labor Emigration in Times of Technological Change: Occupational Characteristics and Geographical Patterns," Sustainability, MDPI, vol. 13(3), pages 1-18, January.
    12. Arntz, Melanie & Lipowski, Cäcilia & Neidhöfer, Guido & Zierahn, Ulrich, 2022. "Computers as stepping stones? Technological change and equality of labor market opportunities," ZEW Discussion Papers 22-014, ZEW - Leibniz Centre for European Economic Research.
    13. Britta Matthes & Bernhard Christoph & Florian Janik & Michael Ruland, 2014. "Collecting information on job tasks—an instrument to measure tasks required at the workplace in a multi-topic survey [Die Erfassung von Job-Tasks in persönlichen Befragungen. Ein neues Instrument z," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 47(4), pages 273-297, December.
    14. repec:iab:iabfme:201412(en is not listed on IDEAS
    15. repec:iab:iabfme:201412(de is not listed on IDEAS
    16. Tobias Maier, 2022. "Change in occupational tasks and its implications: evidence from a task panel from 1973 to 2011 for Western Germany," Quality & Quantity: International Journal of Methodology, Springer, vol. 56(3), pages 889-921, June.
    17. Eduard Storm, 2023. "On the measurement of tasks: does expert data get it right?," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 57(1), pages 1-24, December.

    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. Falck, Oliver & Heimisch-Roecker, Alexandra & Wiederhold, Simon, 2021. "Returns to ICT skills," Research Policy, Elsevier, vol. 50(7).
    2. Daniela Rohrbach-Schmidt & Michael Tiemann, 2016. "Educational (Mis)match and skill utilization in Germany: Assessing the role of worker and job characteristics [Qualifikatorisches (Mis)matching und die Ausnutzung von fachlichen Kenntnissen und Fäh," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 49(2), pages 99-119, October.
    3. Dirk Antonczyk & Thomas DeLeire & Bernd Fitzenberger, 2018. "Polarization and Rising Wage Inequality: Comparing the U.S. and Germany," Econometrics, MDPI, vol. 6(2), pages 1-33, April.
    4. Raquel Sebastian, 2018. "Explaining job polarisation in Spain from a task perspective," SERIEs: Journal of the Spanish Economic Association, Springer;Spanish Economic Association, vol. 9(2), pages 215-248, June.
    5. Koomen, Miriam & Backes-Gellner, Uschi, 2022. "Occupational tasks and wage inequality in West Germany: A decomposition analysis," Labour Economics, Elsevier, vol. 79(C).
    6. Charlotte Senftleben-König & Hanna Wielandt, "undated". "The Polarization of Employment in German Local Labor Markets," BDPEMS Working Papers 2014007, Berlin School of Economics.
    7. Wielandt, Hanna & Senftleben, Charlotte, 2012. "The Polarization of Employment in German Local Labor Markets," VfS Annual Conference 2012 (Goettingen): New Approaches and Challenges for the Labor Market of the 21st Century 62063, Verein für Socialpolitik / German Economic Association.
    8. Thomsen, Stephan L, 2018. "Die Rolle der Computerisierung und Digitalisierung für Beschäftigung und Einkommen," Hannover Economic Papers (HEP) dp-645, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    9. Guido Matias Cortes, 2016. "Where Have the Middle-Wage Workers Gone? A Study of Polarization Using Panel Data," Journal of Labor Economics, University of Chicago Press, vol. 34(1), pages 63-105.
    10. Francis Green, 2012. "Employee Involvement, Technology and Evolution in Job Skills: A Task-Based Analysis," ILR Review, Cornell University, ILR School, vol. 65(1), pages 36-67, January.
    11. David H. Autor & Michael J. Handel, 2013. "Putting Tasks to the Test: Human Capital, Job Tasks, and Wages," Journal of Labor Economics, University of Chicago Press, vol. 31(S1), pages 59-96.
    12. Elisabeth Bublitz, 2018. "Matching skills of individuals and firms along the career path," Oxford Economic Papers, Oxford University Press, vol. 70(2), pages 509-537.
    13. Autor, David H., 2013. "The "task approach" to labor markets : an overview," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 46(3), pages 185-199.
    14. Arntz, Melanie & Gregory, Terry & Zierahn, Ulrich, 2016. "ELS issues in robotics and steps to consider them. Part 1: Robotics and employment. Consequences of robotics and technological change for the structure and level of employment," ZEW Expertises, ZEW - Leibniz Centre for European Economic Research, number 146501.
    15. Haas, Anette & Lucht, Michael & Schanne, Norbert, 2013. "Why to employ both migrants and natives? A study on task-specific substitutability," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 46(3), pages 201-214.
    16. Pikos, Anna Katharina, 2017. "The causal effect of multitasking on work-related mental health - the more you do, the worse you feel," Hannover Economic Papers (HEP) dp-609, Leibniz Universität Hannover, Wirtschaftswissenschaftliche Fakultät.
    17. Schmidpeter, Bernhard & Winter-Ebmer, Rudolf, 2021. "Automation, unemployment, and the role of labor market training," European Economic Review, Elsevier, vol. 137(C).
    18. Andrea Salvatori, 2018. "The anatomy of job polarisation in the UK," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 52(1), pages 1-15, December.
    19. Maarten Goos & Melanie Arntz & Ulrich Zierahn & Terry Gregory & Stephanie Carretero Gomez & Ignacio Gonzalez Vazquez & Koen Jonkers, 2019. "The Impact of Technological Innovation on the Future of Work," JRC Working Papers on Labour, Education and Technology 2019-03, Joint Research Centre.
    20. Cirillo, Valeria & Evangelista, Rinaldo & Guarascio, Dario & Sostero, Matteo, 2021. "Digitalization, routineness and employment: An exploration on Italian task-based data," Research Policy, Elsevier, vol. 50(7).

    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:46:y:2013:i:3:d:10.1007_s12651-013-0140-3. 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.