IDEAS home Printed from https://ideas.repec.org/p/lue/wpaper/278.html
   My bibliography  Save this paper

Do outliers and unobserved heterogeneity explain the exporter productivity premium? Evidence from France, Germany and the United Kingdom

Author

Listed:
  • Yama Temouri

    (Aston University, United Kingdom)

  • Joachim Wagner

    (Leuphana University Lueneburg, Germany)

Abstract

A stylized fact from the literature on the Micro-econometrics of International Trade and a central implication of the heterogeneous firm models from the New New Trade Theory is that exporters are more productive than non-exporters. It is argued that this exporter productivity premium is due to extra costs of exporting that can be covered only by more productive firms. However, in recent papers that control for extreme observations and unobserved firm heterogeneity by applying a highly robust fixed-effects estimator, no such exporter productivity premium is found for firms from manufacturing and services industries in Germany. This paper uses enterprise level panel data for France, Germany and the United Kingdom from 2003 to 2008 to systematically investigate the role of outliers and unobserved firm heterogeneity for estimates of the exporter productivity premium. We report that outliers do have an influence on the estimated exporter productivity premium. We argue that the vanishing exporter premium in robust fixed effects estimations that is reported for all three countries is caused by characteristics of firms that start or stop to export over the period under investigation, and that are not representative for the bulk of firms that either export or not.

Suggested Citation

  • Yama Temouri & Joachim Wagner, 2013. "Do outliers and unobserved heterogeneity explain the exporter productivity premium? Evidence from France, Germany and the United Kingdom," Working Paper Series in Economics 278, University of Lüneburg, Institute of Economics.
  • Handle: RePEc:lue:wpaper:278
    as

    Download full text from publisher

    File URL: https://www.leuphana.de/fileadmin/user_upload/Forschungseinrichtungen/ifvwl/WorkingPapers/lue/pdf/wp_278_Upload.pdf
    Download Restriction: no
    ---><---

    Other versions of this item:

    References listed on IDEAS

    as
    1. Stephen J. Redding, 2011. "Theories of Heterogeneous Firms and Trade," Annual Review of Economics, Annual Reviews, vol. 3(1), pages 77-105, September.
    2. Verardi Vincenzo & Wagner Joachim, 2011. "Robust Estimation of Linear Fixed Effects Panel Data Models with an Application to the Exporter Productivity Premium," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 231(4), pages 546-557, August.
    3. 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.
    4. Joachim Wagner, 2016. "From Estimation Results to Stylized Facts: Twelve Recommendations for Empirical Research in International Activities of Heterogeneous Firms," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 15, pages 479-514, World Scientific Publishing Co. Pte. Ltd..
    5. 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..
    6. Vincenzo Verardi & Alice McCathie, 2012. "The S-estimator of multivariate location and scatter in Stata," Stata Journal, StataCorp LP, vol. 12(2), pages 299-307, June.
    7. Horst Raff & Joachim Wagner, 2014. "Foreign Ownership and the Extensive Margins of Exports: Evidence for Manufacturing Enterprises in Germany," The World Economy, Wiley Blackwell, vol. 37(5), pages 579-591, May.
    8. Andrew B. Bernard & J. Bradford Jensen & Stephen J. Redding & Peter K. Schott, 2012. "The Empirics of Firm Heterogeneity and International Trade," Annual Review of Economics, Annual Reviews, vol. 4(1), pages 283-313, July.
    9. Joachim Wagner, 2016. "Trading Many Goods with Many Countries: Exporters and Importers from German Manufacturing Industries," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 14, pages 455-476, World Scientific Publishing Co. Pte. Ltd..
    10. Elhanan Helpman, 2006. "Trade, FDI, and the Organization of Firms," Journal of Economic Literature, American Economic Association, vol. 44(3), pages 589-630, September.
    11. Helpman, Elhanan, 2011. "Understanding Global Trade," Economics Books, Harvard University Press, number 9780674060784, Spring.
    12. Joachim Wagner, 2012. "German multiple-product, multiple-destination exporters: Bernard-Redding-Schott under test," Economics Bulletin, AccessEcon, vol. 32(2), pages 1708-1714.
    13. David Greenaway & Richard Kneller, 2007. "Firm heterogeneity, exporting and foreign direct investment," Economic Journal, Royal Economic Society, vol. 117(517), pages 134-161, February.
    14. Maria Caterina Bramati & Christophe Croux, 2007. "Robust estimators for the fixed effects panel data model," Econometrics Journal, Royal Economic Society, vol. 10(3), pages 521-540, November.
    15. Daniel S. Hamermesh, 2000. "The Craft of Labormetrics," ILR Review, Cornell University, ILR School, vol. 53(3), pages 363-380, April.
    16. Alexander Vogel & Joachim Wagner, 2021. "Robust Estimates of Exporter Productivity Premia in German Business Services Enterprises," World Scientific Book Chapters, in: Joachim Wagner (ed.), MICROECONOMETRIC STUDIES OF FIRMS’ IMPORTS AND EXPORTS Advanced Methods of Analysis and Evidence from German Enterprises, chapter 14, pages 239-263, World Scientific Publishing Co. Pte. Ltd..
    17. Peter Gal & Alexander Hijzen & Zoltan Wolf, 2012. "The Role of Institutions and Firm Heterogeneity for Labour Market Adjustment: Cross-Country Firm-Level Evidence," OECD Social, Employment and Migration Working Papers 134, OECD Publishing.
    18. Vincenzo Verardi & Joachim Wagner, 2021. "Productivity Premia for German Manufacturing Firms Exporting to the Euro-area and Beyond: First Evidence from Robust Fixed Effects Estimations," World Scientific Book Chapters, in: Joachim Wagner (ed.), MICROECONOMETRIC STUDIES OF FIRMS’ IMPORTS AND EXPORTS Advanced Methods of Analysis and Evidence from German Enterprises, chapter 7, pages 87-109, World Scientific Publishing Co. Pte. Ltd..
    19. Mark Doms & Eric J. Bartelsman, 2000. "Understanding Productivity: Lessons from Longitudinal Microdata," Journal of Economic Literature, American Economic Association, vol. 38(3), pages 569-594, September.
    20. Joachim Wagner, 2016. "International Trade and Firm Performance: A Survey of Empirical Studies since 2006," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 2, pages 43-87, World Scientific Publishing Co. Pte. Ltd..
    21. Vincenzo Verardi & Christophe Croux, 2009. "Robust regression in Stata," Stata Journal, StataCorp LP, vol. 9(3), pages 439-453, September.
    22. Marc J. Melitz, 2003. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," Econometrica, Econometric Society, vol. 71(6), pages 1695-1725, November.
    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. Joachim Wagner, 2014. "Low-productive exporters are high-quality exporters. Evidence from Germany," Economics Bulletin, AccessEcon, vol. 34(2), pages 745-756.
    2. Foster-McGregor, Neil & Isaksson, Anders & Kaulich, Florian, 2014. "Learning-by-exporting versus self-selection: New evidence for 19 sub-Saharan African countries," Economics Letters, Elsevier, vol. 125(2), pages 212-214.

    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. Joachim Wagner, 2015. "New Methods for the Analysis of Links between International Firm Activities and Firm Performance: A Practitioner's Guide," The World Economy, Wiley Blackwell, vol. 38(4), pages 704-715, April.
    2. Alexander Vogel & Joachim Wagner, 2021. "Robust Estimates of Exporter Productivity Premia in German Business Services Enterprises," World Scientific Book Chapters, in: Joachim Wagner (ed.), MICROECONOMETRIC STUDIES OF FIRMS’ IMPORTS AND EXPORTS Advanced Methods of Analysis and Evidence from German Enterprises, chapter 14, pages 239-263, World Scientific Publishing Co. Pte. Ltd..
    3. Joachim Wagner, 2016. "From Estimation Results to Stylized Facts: Twelve Recommendations for Empirical Research in International Activities of Heterogeneous Firms," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 15, pages 479-514, World Scientific Publishing Co. Pte. Ltd..
    4. Joachim Wagner, 2014. "Low-productive exporters are high-quality exporters. Evidence from Germany," Economics Bulletin, AccessEcon, vol. 34(2), pages 745-756.
    5. Joachim Wagner, 2016. "International Trade and Firm Performance: A Survey of Empirical Studies since 2006," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 2, pages 43-87, World Scientific Publishing Co. Pte. Ltd..
    6. Joachim Wagner, 2016. "A survey of empirical studies using transaction level data on exports and imports," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 152(1), pages 215-225, February.
    7. Joachim Wagner, 2013. "Are low-productive exporters marginal exporters? Evidence from Germany," Economics Bulletin, AccessEcon, vol. 33(1), pages 467-481.
    8. Federici, Daniela & Parisi, Valentino & Ferrante, Francesco, 2020. "Heterogeneous firms, corporate taxes and export behavior: A firm-level investigation for Italy," Economic Modelling, Elsevier, vol. 88(C), pages 98-112.
    9. David Powell & Joachim Wagner, 2021. "The Exporter Productivity Premium Along the Productivity Distribution: Evidence from Quantile Regression with Nonadditive Firm Fixed Effects," World Scientific Book Chapters, in: Joachim Wagner (ed.), MICROECONOMETRIC STUDIES OF FIRMS’ IMPORTS AND EXPORTS Advanced Methods of Analysis and Evidence from German Enterprises, chapter 9, pages 121-149, World Scientific Publishing Co. Pte. Ltd..
    10. Joachim Wagner, 2011. "Productivity and International Firm Activities: What do we know?," Working Paper Series in Economics 194, University of Lüneburg, Institute of Economics.
    11. Joachim Wagner, 2016. "Trading Many Goods with Many Countries: Exporters and Importers from German Manufacturing Industries," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 14, pages 455-476, World Scientific Publishing Co. Pte. Ltd..
    12. Vincenzo Verardi & Joachim Wagner, 2021. "Productivity Premia for German Manufacturing Firms Exporting to the Euro-area and Beyond: First Evidence from Robust Fixed Effects Estimations," World Scientific Book Chapters, in: Joachim Wagner (ed.), MICROECONOMETRIC STUDIES OF FIRMS’ IMPORTS AND EXPORTS Advanced Methods of Analysis and Evidence from German Enterprises, chapter 7, pages 87-109, World Scientific Publishing Co. Pte. Ltd..
    13. Giovannetti, Giorgia & Marvasi, Enrico, 2016. "Food exporters in global value chains: Evidence from Italy," Food Policy, Elsevier, vol. 59(C), pages 110-125.
    14. Neil Foster-McGregor & Anders Isaksson & Florian Kaulich, 2014. "Importing, exporting and performance in sub-Saharan African manufacturing firms," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 150(2), pages 309-336, May.
    15. Ingo Geishecker & Philipp J. H. Schröder & Allan Sørensen, 2017. "Explaining the size differences of exporter premia: theory and evidence," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 153(2), pages 327-351, May.
    16. Verardi Vincenzo & Wagner Joachim, 2011. "Robust Estimation of Linear Fixed Effects Panel Data Models with an Application to the Exporter Productivity Premium," Journal of Economics and Statistics (Jahrbuecher fuer Nationaloekonomie und Statistik), De Gruyter, vol. 231(4), pages 546-557, August.
    17. Joachim Wagner, 2014. "Exports, foreign direct investments and productivity: are services firms different?," The Service Industries Journal, Taylor & Francis Journals, vol. 34(1), pages 24-37, January.
    18. Naoto Jinji & Xingyuan Zhang & Shoji Haruna, 2022. "Deep Integration, Global Firms, and Technology Spillovers," Advances in Japanese Business and Economics, Springer, number 978-981-16-5210-3, June.
    19. Joachim Wagner, 2016. "Exports, Imports and Profitability: First Evidence for Manufacturing Enterprises," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 9, pages 311-338, World Scientific Publishing Co. Pte. Ltd..
    20. Pedro J. Hernández, 2020. "Reassessing the link between firm size and exports," Eurasian Business Review, Springer;Eurasia Business and Economics Society, vol. 10(2), pages 207-223, June.

    More about this item

    Keywords

    Export; productivity premium; outlier; unobserved heterogeneity; robust estimation;
    All these keywords.

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade

    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:lue:wpaper:278. 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: Joachim Wagner (email available below). General contact details of provider: https://leuphana.de/institute/ivwl.html .

    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.