IDEAS home Printed from https://ideas.repec.org/a/ebl/ecbull/eb-19-00328.html
   My bibliography  Save this article

Multi-Country Tasks Measures: Beyond US-based Data and a Focus on Migration

Author

Listed:
  • Giuseppe De Arcangelis

    (Sapienza University of Rome)

  • Rama Dasi Mariani

    (Sapienza University of Rome)

Abstract

We claim that the OECD dataset PIAAC (Programme for the International Assessment of Adult Competencies) could provide a valid alternative to the US-based O*NET database in order to obtain country-specific task measures. The US presence in PIAAC allows to compare the two datasets by computing the same task indexes twice. We find that correlation coefficients between aggregate task indexes are very high (rarely less than 0.7). Focusing on European countries, we recommend the PIAAC-based task measures for future domestic and multi-country analysis (e.g. on the effects of migration in the labor markets) since task indexes appear very different among European economies.

Suggested Citation

  • Giuseppe De Arcangelis & Rama Dasi Mariani, 2019. "Multi-Country Tasks Measures: Beyond US-based Data and a Focus on Migration," Economics Bulletin, AccessEcon, vol. 39(3), pages 2155-2161.
    • Handle: RePEc:ebl:ecbull:eb-19-00328
    as

    Download full text from publisher

    File URL: http://www.accessecon.com/Pubs/EB/2019/Volume39/EB-19-V39-I3-P202.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Piotr Lewandowski & Albert Park & Simone Schotte, 2020. "The global distribution of routine and non-routine work," IBS Working Papers 06/2020, Instytut Badan Strukturalnych.
    2. Gianmarco I. P. Ottaviano & Giovanni Peri, 2021. "Rethinking The Effect Of Immigration On Wages," World Scientific Book Chapters, in: Firms and Workers in a Globalized World Larger Markets, Tougher Competition, chapter 9, pages 245-290, World Scientific Publishing Co. Pte. Ltd..
    3. Ottaviano, Gianmarco I.P. & Peri, Giovanni & Wright, Greg C., 2018. "Immigration, trade and productivity in services: Evidence from U.K. firms," Journal of International Economics, Elsevier, vol. 112(C), pages 88-108.
    4. Pol Antràs & Luis Garicano & Esteban Rossi-Hansberg, 2006. "Offshoring in a Knowledge Economy," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(1), pages 31-77.
    5. Michael J. Handel, 2016. "The O*NET content model: strengths and limitations [Stärken und Grenzen des O*NET-Models]," Journal for Labour Market Research, Springer;Institute for Employment Research/ Institut für Arbeitsmarkt- und Berufsforschung (IAB), vol. 49(2), pages 157-176, October.
    6. Giovanni Peri & Chad Sparber, 2016. "Task Specialization, Immigration, and Wages," World Scientific Book Chapters, in: The Economics of International Migration, chapter 3, pages 81-115, World Scientific Publishing Co. Pte. Ltd..
    7. 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.
    8. Patricia Cortes, 2008. "The Effect of Low-Skilled Immigration on U.S. Prices: Evidence from CPI Data," Journal of Political Economy, University of Chicago Press, vol. 116(3), pages 381-422, June.
    9. Maarten Goos & Alan Manning & Anna Salomons, 2009. "Job Polarization in Europe," American Economic Review, American Economic Association, vol. 99(2), pages 58-63, May.
    10. 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.
    11. Giovanni Peri & Chad Sparber, 2016. "Task Specialization, Immigration, and Wages," World Scientific Book Chapters,in: The Economics of International Migration, chapter 3, pages 81-115 World Scientific Publishing Co. Pte. Ltd..
    12. 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.
    13. 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.
    14. 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.
    15. 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.
    16. repec:hrv:faseco:4784031 is not listed on IDEAS
    17. Francesco D'Amuri & Giovanni Peri, 2016. "Immigration, Jobs, And Employment Protection: Evidence From Europe Before And During The Great Recession," World Scientific Book Chapters, in: The Economics of International Migration, chapter 5, pages 153-185, World Scientific Publishing Co. Pte. Ltd..
    18. Handel, Michael J., 2016. "The O-NET content model: strengths and limitations," Journal for Labour Market Research, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany], vol. 49(2), pages 157-176.
    19. Gene M. Grossman & Esteban Rossi-Hansberg, 2008. "Trading Tasks: A Simple Theory of Offshoring," American Economic Review, American Economic Association, vol. 98(5), pages 1978-1997, December.
    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. Aleksandra Parteka & Joanna Wolszczak-Derlacz, 2020. "Wage response to global production links: evidence for workers from 28 European countries (2005–2014)," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 156(4), pages 769-801, November.
    2. Chad Sparber & Madeline Zavodny, 2022. "Immigration, Working Conditions, and Compensating Differentials," ILR Review, Cornell University, ILR School, vol. 75(4), pages 1054-1081, August.

    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. 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.
    2. 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.
    3. Carlos Medina & Christian Posso, 2010. "Technical Change and Polarization of the Labor Market: Evidence for Brazil, Colombia and Mexico," Borradores de Economia 614, Banco de la Republica de Colombia.
    4. Gaetano Basso, 2020. "The Evolution of the Occupational Structure in Italy, 2007–2017," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 152(2), pages 673-704, November.
    5. Harrigan, James & Reshef, Ariell & Toubal, Farid, 2021. "The March of the Techies: Job Polarization Within and Between Firms," Research Policy, Elsevier, vol. 50(7).
    6. Charlotte Senftleben-Koenig & Hanna Wielandt, 2014. "Spatial Wage Inequality and Technological Change," SFB 649 Discussion Papers SFB649DP2014-038, Sonderforschungsbereich 649, Humboldt University, Berlin, Germany.
    7. Vallizadeh, Ehsan & Muysken, Joan & Ziesemer, Thomas, 2016. "Offshoring Medium-Skill Tasks, Low-Skill Unemployment and the Skill-Wage Structure," MPRA Paper 75581, University Library of Munich, Germany.
    8. Charlotte Senftleben-König & Hanna Wielandt, "undated". "Spatial Wage Inequality and Technological Change," BDPEMS Working Papers 2014008, Berlin School of Economics.
    9. T. Gries & R. Grundmann & I. Palnau & M. Redlin, 2017. "Innovations, growth and participation in advanced economies - a review of major concepts and findings," International Economics and Economic Policy, Springer, vol. 14(2), pages 293-351, April.
    10. İ. Akçomak & Lex Borghans & Bas Weel, 2011. "Measuring and Interpreting Trends in the Division of Labour in the Netherlands," De Economist, Springer, vol. 159(4), pages 435-482, December.
    11. 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.
    12. 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.
    13. Eva Moreno‐Galbis & Jeremy Tanguy & Ahmed Tritah & Catherine Laffineur, 2019. "Immigrants’ Wage Performance in a Routine Biased Technological Change Era: France 1994–2012," Industrial Relations: A Journal of Economy and Society, Wiley Blackwell, vol. 58(4), pages 623-673, October.
    14. Sergei Guriev & Biagio Speciale & Michele Tuccio, 2019. "How do Regulated and Unregulated Labor Markets Respond to Shocks? Evidence from Immigrants During the Great Recession," The Journal of Law, Economics, and Organization, Oxford University Press, vol. 35(1), pages 37-76.
    15. Ian Nicole A. Generalao, 2019. "Mapping tasks to occupations using Philippine data," UP School of Economics Discussion Papers 201904, University of the Philippines School of Economics.
    16. Vallizadeh, Ehsan & Muysken, Joan & Ziesemer, Thomas, 2015. "Offshoring of medium-skill jobs, polarization, and productivity effect : implications for wages and low-skill unemployment," IAB-Discussion Paper 201507, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    17. repec:hal:spmain:info:hdl:2441/73bviabv8o80nrgh0mm5h3163q is not listed on IDEAS
    18. Ljubica Nedelkoska & Simon Wiederhold, 2010. "Technology, outsourcing, and the demand for heterogeneous labor: Exploring the industry dimension," Jena Economics Research Papers 2010-052, Friedrich-Schiller-University Jena.
    19. 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).
    20. John ARIZA & Josep Lluís RAYMOND BARA, 2020. "Technological change and employment in Brazil, Colombia and Mexico: Which workers are most affected?," International Labour Review, International Labour Organization, vol. 159(2), pages 137-159, June.
    21. Wang, Xiupeng, 2020. "Labor market polarization in Britain and Germany: A cross-national comparison using longitudinal household data," Labour Economics, Elsevier, vol. 65(C).

    More about this item

    Keywords

    Occupational Network Information (O*NET); Programme for the International Assessment of Adult Competencies (PIAAC); Migration; Task Approach.;
    All these keywords.

    JEL classification:

    • C8 - Mathematical and Quantitative Methods - - Data Collection and Data Estimation Methodology; Computer Programs
    • J2 - Labor and Demographic Economics - - Demand and Supply of Labor

    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:ebl:ecbull:eb-19-00328. 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: John P. Conley (email available below). General contact details of provider: .

    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.