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New Methods for the Analysis of Links between International Firm Activities and Firm Performance: A Practitioner’s Guide

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Author Info

  • Joachim Wagner

    ()
    (Institute of Economics, Leuphana University of Lüneburg, Germany)

Abstract

This paper is a non-technical introduction to the use of three micro-econometric tools that have only recently been applied in empirical investigations of the links between international firm activities and firm performance. It shows why it is important to use these methods, how to use them in practice and which new insights are found in empirical applications. Topics include the role of extremely different firms (or outliers) in the computation of performance premia of internationally active firms; different performance premia over the distribution of the performance variable when unobserved heterogeneity matters; and the analysis of causal effects of different intensities of international firm activity on firm performance.

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File URL: http://www.leuphana.de/fileadmin/user_upload/Forschungseinrichtungen/ifvwl/WorkingPapers/wp_227_Upload.pdf
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Bibliographic Info

Paper provided by University of Lüneburg, Institute of Economics in its series Working Paper Series in Economics with number 227.

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Length: 23 pages
Date of creation: Jan 2012
Date of revision:
Handle: RePEc:lue:wpaper:227

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Web page: http://leuphana.de/institute/ivwl.html

Related research

Keywords: Robust fixed effects estimation; fixed-effects quantile regression; generalized propensity score; international firm activity; firm performance;

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References

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  1. 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.
  2. Vincenzo Verardi & Joachim Wagner, 2012. "Productivity Premia for German Manufacturing Firms Exporting to the Euro-Area and Beyond: First Evidence from Robust Fixed Effects Estimations," The World Economy, Wiley Blackwell, vol. 35(6), pages 694-712, 06.
  3. 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.
  4. Flora Bellone & Liza Jabbour & Patrick Musso & Lionel Nesta & Stefano Schiavo, 2007. "Exports and Productivity: Comparable Evidence for 14 Countries," Documents de Travail de l'OFCE 2007-36, Observatoire Francais des Conjonctures Economiques (OFCE).
  5. 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.
  6. David Greenaway & Richard Kneller, 2007. "Firm heterogeneity, exporting and foreign direct investment," Economic Journal, Royal Economic Society, vol. 117(517), pages F134-F161, 02.
  7. Daniel S. Hamermesh, 2000. "The Craft of labormetrics," Industrial and Labor Relations Review, ILR Review, Cornell University, ILR School, vol. 53(3), pages 363-380, April.
  8. David Powell & Joachim Wagner, 2011. "The Exporter Productivity Premium along the Productivity Distribution: Evidence from Unconditional Quantile Regression with Firm Fixed Effects," Working Papers 837, RAND Corporation Publications Department.
  9. Stephen Redding, 2010. "Theories of Heterogeneous Firms and Trade," CEP Discussion Papers dp0994, Centre for Economic Performance, LSE.
  10. Vincenzo Verardi & Joachim Wagner, 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), Justus-Liebig University Giessen, Department of Statistics and Economics, vol. 231(4), pages 546-557, August.
  11. International Study Group on Exports and Productivity (ISGEP), 2008. "Understanding Cross-Country Differences in Exporter Premia: Comparable Evidence for 14 Countries," Review of World Economics (Weltwirtschaftliches Archiv), Springer, vol. 144(4), pages 596-635, December.
  12. Stephen Redding, 2010. "Theories of heterogeneous firms and trade," LSE Research Online Documents on Economics 48908, London School of Economics and Political Science, LSE Library.
  13. Helmut Fryges & Joachim Wagner, 2008. "Exports and Profitability - First Evidence for German Manufacturing Firms," Working Paper Series in Economics 102, University of Lüneburg, Institute of Economics.
  14. Vincenzo Verardi & Christophe Croux, 2009. "Robust regression in Stata," Stata Journal, StataCorp LP, vol. 9(3), pages 439-453, September.
  15. Michela Bia & Alessandra Mattei, 2008. "A Stata package for the estimation of the dose–response function through adjustment for the generalized propensity score," Stata Journal, StataCorp LP, vol. 8(3), pages 354-373, September.
  16. 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.
  17. Daniel S. Hamermesh, 2007. "Viewpoint: Replication in economics," Canadian Journal of Economics, Canadian Economics Association, vol. 40(3), pages 715-733, August.
  18. Alexander Vogel & Joachim Wagner, 2011. "Robust estimates of exporter productivity premia in German business services enterprises," Working Paper Series in Economics 207, University of Lüneburg, Institute of Economics.
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