IDEAS home Printed from https://ideas.repec.org/a/kap/empiri/v49y2022i1d10.1007_s10663-021-09520-x.html
   My bibliography  Save this article

Export activities and the demand for skills in German businesses

Author

Listed:
  • Arnd Kölling

    (Berlin School of Economics and Law)

  • Antje Mertens

    (Berlin School of Economics and Law)

Abstract

This analysis deals with the influence of export activities on demand for workers of differing skill levels. Previous literature suggests that productivity of export firms can improve as a result of the lessons learned from experience in international markets and/or that such productivity may be higher from the get-go by virtue of the self-selection effect among firms involved in export activities. Engaging in export activities may potentially lead to changes in employment structure, with a greater tendency to employ more highly skilled workers. To investigate this hypothesis, we applied a conditional difference-in-difference regression model of labor demand for three different skill levels. The data we used for our work was taken from the German IAB Establishment Panel covering the period from 2000 to 2017. Our results show not only the need to control for self-selection into export activity but also that changes in employment patterns appear to be skill-biased among manufacturing firms starting out in export activities. Nevertheless, corresponding findings for firms that have ceased exporting are conspicuous by their absence. Businesses in the service sector that decide to cease exporting appear to shed workers across all skill levels.

Suggested Citation

  • Arnd Kölling & Antje Mertens, 2022. "Export activities and the demand for skills in German businesses," Empirica, Springer;Austrian Institute for Economic Research;Austrian Economic Association, vol. 49(1), pages 189-223, February.
  • Handle: RePEc:kap:empiri:v:49:y:2022:i:1:d:10.1007_s10663-021-09520-x
    DOI: 10.1007/s10663-021-09520-x
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s10663-021-09520-x
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.

    File URL: https://libkey.io/10.1007/s10663-021-09520-x?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
    ---><---

    As the access to this document is restricted, you may want to search for a different version of it.

    References listed on IDEAS

    as
    1. Nicholas Bloom & Mirko Draca & John Van Reenen, 2016. "Trade Induced Technical Change? The Impact of Chinese Imports on Innovation, IT and Productivity," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 83(1), pages 87-117.
    2. James Harrigan & Ariell Reshef, 2015. "Skill-biased heterogeneous firms, trade liberalization and the skill premium," Canadian Journal of Economics, Canadian Economics Association, vol. 48(3), pages 1024-1066, August.
    3. Bernard, Andrew B. & Bradford Jensen, J., 1999. "Exceptional exporter performance: cause, effect, or both?," Journal of International Economics, Elsevier, vol. 47(1), pages 1-25, February.
    4. Eric A. Verhoogen, 2008. "Trade, Quality Upgrading, and Wage Inequality in the Mexican Manufacturing Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 123(2), pages 489-530.
    5. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2007. "Firms in International Trade," Journal of Economic Perspectives, American Economic Association, vol. 21(3), pages 105-130, Summer.
    6. Nina Pavcnik, 2002. "Trade Liberalization, Exit, and Productivity Improvements: Evidence from Chilean Plants," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 69(1), pages 245-276.
    7. Andrew Bernard & Joachim Wagner, 1997. "Exports and success in German manufacturing," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 133(1), pages 134-157, March.
    8. Lichter, Andreas & Peichl, Andreas & Siegloch, Sebastian, 2015. "The own-wage elasticity of labor demand: A meta-regression analysis," European Economic Review, Elsevier, vol. 80(C), pages 94-119.
    9. Elhanan Helpman & Oleg Itskhoki & Marc-Andreas Muendler & Stephen J. Redding, 2017. "Trade and Inequality: From Theory to Estimation," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 84(1), pages 357-405.
    10. Sofronis K. Clerides & Saul Lach & James R. Tybout, 1998. "Is Learning by Exporting Important? Micro-Dynamic Evidence from Colombia, Mexico, and Morocco," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 903-947.
    11. Melitz, Marc J. & Redding, Stephen J., 2014. "Heterogeneous Firms and Trade," Handbook of International Economics, in: Gopinath, G. & Helpman, . & Rogoff, K. (ed.), Handbook of International Economics, edition 1, volume 4, chapter 0, pages 1-54, Elsevier.
    12. Andreas Lichter & Andreas Peichl & Sebastian Siegloch, 2017. "Exporting and labour demand: Micro-level evidence from Germany," Canadian Journal of Economics, Canadian Economics Association, vol. 50(4), pages 1161-1189, November.
    13. Black, Dan A. & Smith, J.A.Jeffrey A., 2004. "How robust is the evidence on the effects of college quality? Evidence from matching," Journal of Econometrics, Elsevier, vol. 121(1-2), pages 99-124.
    14. 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.
    15. Van Reenen, John, 2011. "Wage inequality, technology and trade: 21st century evidence," Labour Economics, Elsevier, vol. 18(6), pages 730-741.
    16. Adrian Wood, 1997. "How Trade Hurt Unskilled Workers," Palgrave Macmillan Books, in: Jitendralal Borkakoti & Chris Milner (ed.), International Trade and Labour Markets, chapter 7, pages 140-168, Palgrave Macmillan.
    17. Jeffrey M Wooldridge, 2010. "Econometric Analysis of Cross Section and Panel Data," MIT Press Books, The MIT Press, edition 2, volume 1, number 0262232588, April.
    18. Wolfgang Dauth & Sebastian Findeisen & Jens Suedekum, 2021. "Adjusting to Globalization in Germany," Journal of Labor Economics, University of Chicago Press, vol. 39(1), pages 263-302.
    19. Paula Bustos, 2011. "Trade Liberalization, Exports, and Technology Upgrading: Evidence on the Impact of MERCOSUR on Argentinian Firms," American Economic Review, American Economic Association, vol. 101(1), pages 304-340, February.
    20. Marco Caliendo & Sabine Kopeinig, 2008. "Some Practical Guidance For The Implementation Of Propensity Score Matching," Journal of Economic Surveys, Wiley Blackwell, vol. 22(1), pages 31-72, February.
    21. Card, David & Heining, Jörg & Kline, Patrick, 2015. "CHK effects," FDZ Methodenreport 201506_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    22. Delgado, Miguel A. & Farinas, Jose C. & Ruano, Sonia, 2002. "Firm productivity and export markets: a non-parametric approach," Journal of International Economics, Elsevier, vol. 57(2), pages 397-422, August.
    23. Getinet Haile & Ilina Srour & Marco Vivarelli, 2017. "Imported technology and manufacturing employment in Ethiopia," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 7(1), pages 1-23, April.
    24. Eddy Bekkers & Joseph Francois & Miriam Manchin, 2016. "Trade costs, quality and the skill premium," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 49(3), pages 1153-1178, August.
    25. Fischer, Gabriele & Janik, Florian & Müller, Dana & Schmucker, Alexandra, 2008. "The IAB establishment panel : from sample to survey to projection," FDZ Methodenreport 200801_en, Institut für Arbeitsmarkt- und Berufsforschung (IAB), Nürnberg [Institute for Employment Research, Nuremberg, Germany].
    26. Per Krusell & Lee E. Ohanian & JosÈ-Victor RÌos-Rull & Giovanni L. Violante, 2000. "Capital-Skill Complementarity and Inequality: A Macroeconomic Analysis," Econometrica, Econometric Society, vol. 68(5), pages 1029-1054, September.
    27. Bas, Maria & Bombarda, Pamela & Jean, Sébastien & Orefice, Gianluca, 2021. "Firms’ exports, volatility and skills: Evidence from France," European Economic Review, Elsevier, vol. 140(C).
    28. John Addison & Lutz Bellmann & Thorsten Schank & Paulino Teixeira, 2008. "The Demand for Labor: An Analysis Using Matched Employer–Employee Data from the German LIAB. Will the High Unskilled Worker Own-Wage Elasticity Please Stand Up?," Journal of Labor Research, Springer, vol. 29(2), pages 114-137, June.
    29. Elena Meschi & Erol Taymaz & Marco Vivarelli, 2016. "Globalization, technological change and labor demand: a firm-level analysis for Turkey," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(4), pages 655-680, November.
    30. Eli Berman & John Bound & Zvi Griliches, 1994. "Changes in the Demand for Skilled Labor within U. S. Manufacturing: Evidence from the Annual Survey of Manufactures," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 109(2), pages 367-397.
    31. Aw, Bee Yan & Chung, Sukkyun & Roberts, Mark J, 2000. "Productivity and Turnover in the Export Market: Micro-level Evidence from the Republic of Korea and Taiwan (China)," The World Bank Economic Review, World Bank, vol. 14(1), pages 65-90, January.
    32. Stephen Machin & John Van Reenen, 1998. "Technology and Changes in Skill Structure: Evidence from Seven OECD Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(4), pages 1215-1244.
    33. Claudia Goldin & Lawrence F. Katz, 1998. "The Origins of Technology-Skill Complementarity," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 693-732.
    34. Alvaro Garcia-Marin & Nico Voigtländer, 2019. "Exporting and Plant-Level Efficiency Gains: It's in the Measure," Journal of Political Economy, University of Chicago Press, vol. 127(4), pages 1777-1825.
    35. Alven H.S. Lam, 2000. "Republic of China (Taiwan)," American Journal of Economics and Sociology, Wiley Blackwell, vol. 59(5), pages 327-336, November.
    36. Daron Acemoglu, 2003. "Patterns of Skill Premia," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 199-230.
    37. repec:oup:restud:v:84:y::i:1:p:357-405. is not listed on IDEAS
    38. Jens Matthias Arnold & Katrin Hussinger, 2005. "Export Behavior and Firm Productivity in German Manufacturing: A Firm-Level Analysis," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 141(2), pages 219-243, July.
    39. André Sapir & Mathias Dewatripont & Khalid Sekkat, 1999. "Trade and jobs in Europe: much ado about nothing?," ULB Institutional Repository 2013/8076, ULB -- Universite Libre de Bruxelles.
    40. Dewatripont, Mathias & Sapir, Andre & Sekkat, Khalid (ed.), 1999. "Trade and Jobs in Europe: Much Ado About Nothing?," OUP Catalogue, Oxford University Press, number 9780198293606.
    41. A. D. Roy, 1951. "Some Thoughts On The Distribution Of Earnings," Oxford Economic Papers, Oxford University Press, vol. 3(2), pages 135-146.
    42. Lanouar Charfeddine & Zouhair Mrabet, 2015. "Trade liberalization and relative employment: further evidence from Tunisia," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 5(1), pages 173-202, June.
    43. Atkinson, A B, 2008. "The Changing Distribution of Earnings in OECD Countries," OUP Catalogue, Oxford University Press, number 9780199532438.
    Full references (including those not matched with items on IDEAS)

    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. Kölling, Arnd & Mertens, Antje, 2020. "Exporting behavior and the demand for skills in German establishments," Working Papers 97, Berlin School of Economics and Law, Institute of Management Berlin (IMB).
    2. Ma, Yue & Tang, Heiwai & Zhang, Yifan, 2014. "Factor Intensity, product switching, and productivity: Evidence from Chinese exporters," Journal of International Economics, Elsevier, vol. 92(2), pages 349-362.
    3. Hoekman & Bernard & Winters, L. Alan, 2005. "Trade and employment : stylized facts and research findings," Policy Research Working Paper Series 3676, The World Bank.
    4. Li, Hongbin & Li, Lei & Ma, Hong, 2022. "China's skill-biased imports," China Economic Review, Elsevier, vol. 74(C).
    5. Andreas Lichter & Andreas Peichl & Sebastian Siegloch, 2017. "Exporting and labour demand: Micro-level evidence from Germany," Canadian Journal of Economics, Canadian Economics Association, vol. 50(4), pages 1161-1189, November.
    6. Irene Brambilla & Nicolas Depetris Chauvin & Guido Porto, 2015. "Wage and Employment Gains from Exports: Evidence from Developing Countries," Working Papers 2015-28, CEPII research center.
    7. Han-Hsin Chang & Charles Van Marrewijk, 2013. "Firm heterogeneity and development: Evidence from Latin American countries," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 22(1), pages 11-52, February.
    8. Gallego, Francisco A., 2012. "Skill Premium in Chile: Studying Skill Upgrading in the South," World Development, Elsevier, vol. 40(3), pages 594-609.
    9. Neil Foster-McGregor, 2012. "Innovation and Technology Transfer across Countries," wiiw Research Reports 380, The Vienna Institute for International Economic Studies, wiiw.
    10. Carlo Perroni & Davide Suverato, 2023. "Skills scarcity and export intensity," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 56(2), pages 719-757, May.
    11. Ricardo A. López, 2005. "Trade and Growth: Reconciling the Macroeconomic and Microeconomic Evidence," Journal of Economic Surveys, Wiley Blackwell, vol. 19(4), pages 623-648, September.
    12. Alvaro Garcia-Marin & Nico Voigtländer, 2019. "Exporting and Plant-Level Efficiency Gains: It's in the Measure," Journal of Political Economy, University of Chicago Press, vol. 127(4), pages 1777-1825.
    13. Sharma, Chandan & Mishra, Ritesh Kumar, 2015. "International trade and performance of firms: Unraveling export, import and productivity puzzle," The Quarterly Review of Economics and Finance, Elsevier, vol. 57(C), pages 61-74.
    14. Irene Brambilla & Nicolas Depetris Chauvin & Guido Porto, 2017. "Examining the Export Wage Premium in Developing Countries," Review of International Economics, Wiley Blackwell, vol. 25(3), pages 447-475, August.
    15. Ronald B. Davies & Arman Mazhikeyev, 2021. "The glass border: Gender and exporting in developing countries," The World Economy, Wiley Blackwell, vol. 44(4), pages 879-903, April.
    16. Tarlok Singh, 2010. "Does International Trade Cause Economic Growth? A Survey," The World Economy, Wiley Blackwell, vol. 33(11), pages 1517-1564, November.
    17. Elhanan Helpman, 2010. "Labor Market Frictions as a Source of Comparative Advantage, with Implications for Unemployment and Inequality," NBER Working Papers 15764, National Bureau of Economic Research, Inc.
    18. Martin Andersson & Hans Lööf, 2009. "Learning‐by‐Exporting Revisited: The Role of Intensity and Persistence," Scandinavian Journal of Economics, Wiley Blackwell, vol. 111(4), pages 893-916, December.
    19. Joachim Wagner, 2016. "Exports and Productivity: A Survey of the Evidence from Firm Level Data," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 1, pages 3-41, World Scientific Publishing Co. Pte. Ltd..
    20. Dai, Mi & Maitra, Madhura & Yu, Miaojie, 2016. "Unexceptional exporter performance in China? The role of processing trade," Journal of Development Economics, Elsevier, vol. 121(C), pages 177-189.

    More about this item

    Keywords

    Export; Labor demand; Skills; Treatment model;
    All these keywords.

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • J23 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Labor Demand
    • J24 - Labor and Demographic Economics - - Demand and Supply of Labor - - - Human Capital; Skills; Occupational Choice; Labor Productivity
    • C31 - Mathematical and Quantitative Methods - - Multiple or Simultaneous Equation Models; Multiple Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models; Quantile Regressions; Social Interaction Models

    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:kap:empiri:v:49:y:2022:i:1:d:10.1007_s10663-021-09520-x. 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.