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From Estimation Results to Stylized Facts Twelve Recommendations for Empirical Research in International Activities of Heterogeneous Firms

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  • Joachim Wagner

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Abstract

Heterogeneous firms are at the heart of both the New New International Trade Theory and the Micro-econometrics of International Firm Activities. One important aim of micro-econometric studies is to uncover stylized facts that hold over space and time, and that can both inspire theoretical models that are based on “realistic” assumptions, and inform policy debates in an evidence-based way. Which results from the thousands of empirical estimates reported in the literature on the micro-econometrics of international firm activities do we consider as convincing? Based on my own experience from the last twenty years I use the opportunity of this lecture to make twelve recommendations that, hopefully, will help to find the right way on the thorny road from estimation results to stylized facts. I will deal with the following topics: comparisons of means vs. comparisons of distributions; extremely different firms, or outliers; unobserved heterogeneity; simultaneous occurrence of differences across quantiles, outliers, and unobserved heterogeneity; heterogeneous effects of international firm activities on firm performance; replication; within-study replication by international research teams; meta-analysis; and talking to practitioners.

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Bibliographic Info

Article provided by Springer in its journal De Economist.

Volume (Year): 159 (2011)
Issue (Month): 4 (December)
Pages: 389-412

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Handle: RePEc:kap:decono:v:159:y:2011:i:4:p:389-412

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Web page: http://www.springerlink.com/link.asp?id=100260

Related research

Keywords: International firm activities; Heterogeneous firms; Stylized facts; Robust statistics; Replication; Meta analysis; F14; C21; C23;

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  1. Schnabel, Claus & Wagner, Joachim, 2005. "Determinants of Union Membership in 18 EU Countries : Evidence from Micro Data, 2002/03," Discussion Papers 31, Friedrich-Alexander-University Erlangen-Nuremberg, Chair of Labour and Regional Economics.
  2. Anna Maria Falzoni & Mara Grasseni, 2005. "Home Country Effects of Investing Abroad: Evidence from Quantile Regressions," KITeS Working Papers 170, KITeS, Centre for Knowledge, Internationalization and Technology Studies, Universita' Bocconi, Milano, Italy, revised Jun 2005.
  3. Joachim Wagner, 2007. "Export Entry, Export Exit, and Productivity in German Manufacturing Industries," Jena Economic Research Papers 2007-062, Friedrich-Schiller-University Jena, Max-Planck-Institute of Economics.
  4. Girma, Sourafel & Greenaway, David & Kneller, Richard, 2003. "Export market exit and performance dynamics: a causality analysis of matched firms," Economics Letters, Elsevier, vol. 80(2), pages 181-187, August.
  5. David G. Blanchflower, 2007. "International Patterns of Union Membership," British Journal of Industrial Relations, London School of Economics, vol. 45(1), pages 1-28, 03.
  6. Elhanan Helpman, 2006. "Trade, FDI, and the Organization of Firms," Journal of Economic Literature, American Economic Association, vol. 44(3), pages 589-630, September.
  7. Laura de Dominicis & Raymond J. G. M. Florax & Henri L. F. de Groot, 2008. "A Meta-Analysis On The Relationship Between Income Inequality And Economic Growth," Scottish Journal of Political Economy, Scottish Economic Society, vol. 55(5), pages 654-682, November.
  8. 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).
  9. Yama Temouri & Alexander Vogel & Joachim Wagner, 2010. "Self-selection into export markets by business services firms – Evidence from France, Germany and the United Kingdom," Working Paper Series in Economics 183, University of Lüneburg, Institute of Economics.
  10. 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.
  11. Richard Kneller, & Mauro Pisu, . "The Returns to Exporting: Evidence from UK Firms," Discussion Papers 07/04, University of Nottingham, GEP.
  12. George A. Akerlof, 2007. "The Missing Motivation in Macroeconomics," American Economic Review, American Economic Association, vol. 97(1), pages 5-36, March.
  13. 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.
  14. Francesco Serti & Chiara Tomasi, 2009. "Self-selection along different export and import markets," LEM Papers Series 2009/18, Laboratory of Economics and Management (LEM), Sant'Anna School of Advanced Studies, Pisa, Italy.
  15. Alan S. Blinder, 1990. "Learning by Asking Those Who Are Doing," Eastern Economic Journal, Eastern Economic Association, vol. 16(4), pages 297-306, Oct-Dec.
  16. 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.
  17. Mark J. Melitz, 2002. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," NBER Working Papers 8881, National Bureau of Economic Research, Inc.
  18. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
  19. Mahmut Yasar & Carl H. Nelson & Roderick Rejesus, 2003. "Productivity and Exporting Status of Manufacturing Firms: Evidence from Quantile Regressions," Emory Economics 0323, Department of Economics, Emory University (Atlanta).
  20. Gustavsson Tingvall, Patrik & Ljungwall, Christer, 2010. "Is China Different? A Meta-Analysis Of Export-Led Growth," Working Paper Series 2010-15, China Economic Research Center, Stockholm School of Economics.
  21. 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.
  22. 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.
  23. Papke, Leslie E. & Wooldridge, Jeffrey M., 2008. "Panel data methods for fractional response variables with an application to test pass rates," Journal of Econometrics, Elsevier, vol. 145(1-2), pages 121-133, July.
  24. Yasar, Mahmut & Morrison Paul, Catherine J., 2007. "International linkages and productivity at the plant level: Foreign direct investment, exports, imports and licensing," Journal of International Economics, Elsevier, vol. 71(2), pages 373-388, April.
  25. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
  26. Moshe Buchinsky, 1998. "Recent Advances in Quantile Regression Models: A Practical Guideline for Empirical Research," Journal of Human Resources, University of Wisconsin Press, vol. 33(1), pages 88-126.
  27. Bruno S. Frey & Reiner Eichenberger & René L. Frey, 2009. "Editorial Ruminations: Publishing Kyklos," Kyklos, Wiley Blackwell, vol. 62(2), pages 151-160, 04.
  28. Papke, Leslie E & Wooldridge, Jeffrey M, 1996. "Econometric Methods for Fractional Response Variables with an Application to 401(K) Plan Participation Rates," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 11(6), pages 619-32, Nov.-Dec..
  29. Arnold, Jens Matthias & Hussinger, Katrin, 2006. "Exports versus FDI in German manufacturing: firm performance and participation in international markets," Discussion Paper Series 1: Economic Studies 2006,04, Deutsche Bundesbank, Research Centre.
  30. Maria Abreu Henri L. F. de Groot & Raymond J. G. M. Florax, 2005. "A Meta-Analysis of β-Convergence: the Legendary 2%," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 389-420, 07.
  31. Henk Kox & Hugo Rojas-Romagosa, 2010. "Exports and Productivity Selection Effects for Dutch Firms," De Economist, Springer, vol. 158(3), pages 295-322, September.
  32. Helmut Fryges, 2009. "The export-growth relationship: estimating a dose-response function," Applied Economics Letters, Taylor & Francis Journals, vol. 16(18), pages 1855-1859.
  33. Wagner, Joachim, 2001. "The causal effects of exports on firm size and labor productivity: First evidence from a matching approach," HWWA Discussion Papers 155, Hamburg Institute of International Economics (HWWA).
  34. 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, 09.
  35. 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.
  36. Roger Koenker & Achim Zeileis, 2009. "On reproducible econometric research," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(5), pages 833-847.
  37. Pedro Martins & Yong Yang, 2009. "The impact of exporting on firm productivity: a meta-analysis of the learning-by-exporting hypothesis," Review of World Economics (Weltwirtschaftliches Archiv), Springer, vol. 145(3), pages 431-445, October.
  38. David Greenaway & Richard Kneller, 2007. "Firm heterogeneity, exporting and foreign direct investment," Economic Journal, Royal Economic Society, vol. 117(517), pages F134-F161, 02.
  39. Nicholas Bloom & John Van Reenen, 2010. "Why Do Management Practices Differ across Firms and Countries?," Journal of Economic Perspectives, American Economic Association, vol. 24(1), pages 203-24, Winter.
  40. Gamper-Rabindran, Shanti & Khan, Shakeeb & Timmins, Christopher, 2010. "The impact of piped water provision on infant mortality in Brazil: A quantile panel data approach," Journal of Development Economics, Elsevier, vol. 92(2), pages 188-200, July.
  41. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-65, June.
  42. James J. Heckman, 2001. "Micro Data, Heterogeneity, and the Evaluation of Public Policy: Nobel Lecture," Journal of Political Economy, University of Chicago Press, vol. 109(4), pages 673-748, August.
  43. Casey Ichniowski & Kathryn L. Shaw, 2009. "Insider Econometrics: Empirical Studies of How Management Matters," NBER Working Papers 15618, National Bureau of Economic Research, Inc.
  44. 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.
  45. Mark J. Koetse & Henri L.F. de Groot & Raymond J.G.M. Florax, 2009. "A Meta-Analysis of the Investment-Uncertainty Relationship," Southern Economic Journal, Southern Economic Association, vol. 76(1), pages 283-306, July.
  46. Sophia Dimelis & Helen Louri, 2002. "Foreign ownership and production efficiency: a quantile regression analysis," Oxford Economic Papers, Oxford University Press, vol. 54(3), pages 449-469, July.
  47. Alexander Vogel & Joachim Wagner, 2009. "Exports and Profitability – First Evidence for German Business Services Enterprises," Working Paper Series in Economics 129, University of Lüneburg, Institute of Economics.
  48. Daniel S. Hamermesh, 2007. "Viewpoint: Replication in economics," Canadian Journal of Economics, Canadian Economics Association, vol. 40(3), pages 715-733, August.
  49. B. D. McCullough & H. D. Vinod, 2003. "Verifying the Solution from a Nonlinear Solver: A Case Study," American Economic Review, American Economic Association, vol. 93(3), pages 873-892, June.
  50. Vincenzo Verardi & Christophe Croux, 2009. "Robust regression in Stata," Stata Journal, StataCorp LP, vol. 9(3), pages 439-453, September.
  51. Pedro S. Martins & Yong Yang, 2007. "The Impact of Exporting on Firm Productivity: A Meta-Analysis," Working Papers 6, Queen Mary, University of London, School of Business and Management, Centre for Globalisation Research.
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Cited by:
  1. Wagner, Joachim, 2013. "Credit constraints and exports: A survey of empirical studies using firm level data," Working Paper Series in Economics and Institutions of Innovation 334, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
  2. John Weche Gelübcke, 2013. "The performance of foreign affiliates in German manufacturing: evidence from a new database," Review of World Economics (Weltwirtschaftliches Archiv), Springer, vol. 149(1), pages 151-182, March.
  3. John P. Weche Geluebcke, 2011. "Foreign Ownership and Firm Performance in German Services: First Evidence based on Official Statistics," Working Paper Series in Economics 213, University of Lüneburg, Institute of Economics.
  4. Joachim Wagner, 2011. "Exports, Imports and Firm Survival: First evidence for manufacturing enterprises in Germany," Working Paper Series in Economics 211, University of Lüneburg, Institute of Economics.
  5. Hernandez, Pedro J., 2013. "A Note on the Link between Firm Size and Exports," MPRA Paper 51576, University Library of Munich, Germany.
  6. 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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