IDEAS home Printed from https://ideas.repec.org/
MyIDEAS: Login to save this paper or follow this series

From estimation results to stylized facts. Twelve recommendations for empirical research in international activities of heterogeneous firms

  • Joachim Wagner

    ()

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

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 microeconometric 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.

If you experience problems downloading a file, check if you have the proper application to view it first. In case of further problems read the IDEAS help page. Note that these files are not on the IDEAS site. Please be patient as the files may be large.

File URL: http://www.leuphana.de/fileadmin/user_upload/Forschungseinrichtungen/ifvwl/WorkingPapers/wp_186_Upload.pdf
Download Restriction: no

Paper provided by University of Lüneburg, Institute of Economics in its series Working Paper Series in Economics with number 186.

as
in new window

Length: 62 pages
Date of creation: Sep 2010
Date of revision:
Handle: RePEc:lue:wpaper:186
Contact details of provider: Web page: http://leuphana.de/institute/ivwl.html

References listed on IDEAS
Please report citation or reference errors to , or , if you are the registered author of the cited work, log in to your RePEc Author Service profile, click on "citations" and make appropriate adjustments.:

as in new window
  1. Eric J. Bartelsman & Mark Doms, 2000. "Understanding productivity: lessons from longitudinal microdata," Finance and Economics Discussion Series 2000-19, Board of Governors of the Federal Reserve System (U.S.).
  2. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-65, June.
  3. Vincenzo Verardi & Christophe Croux, 2009. "Robust regression in Stata," Stata Journal, StataCorp LP, vol. 9(3), pages 439-453, September.
  4. 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.
  5. Vincenzo Verardi & Joachim Wagner, 2010. "Robust Estimation of Linear Fixed Effects Panel Data Models with an Application to the Exporter Productivity Premium," Working Paper Series in Economics 168, University of Lüneburg, Institute of Economics.
  6. on Exports and Productivity, The International Study Group, 2007. "EXPORTS AND PRODUCTIVITY - comparable evidence for 14 countries," Working Paper Series in Economics and Institutions of Innovation 110, Royal Institute of Technology, CESIS - Centre of Excellence for Science and Innovation Studies.
  7. 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.
  8. Henk Kox, 2010. "Exports and productivity selection effects for Dutch firms," CPB Discussion Paper 143, CPB Netherlands Bureau for Economic Policy Analysis.
  9. Helmut Fryges, 2009. "The export-growth relationship: estimating a dose-response function," Applied Economics Letters, Taylor & Francis Journals, vol. 16(18), pages 1855-1859.
  10. 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.
  11. Alexander Vogel & Joachim Wagner, 2010. "Exports and Profitability - First Evidence for German Business Services Enterprises," Applied Economics Quarterly (formerly: Konjunkturpolitik), Duncker & Humblot, Berlin, vol. 56(1), pages 7-30.
  12. 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.
  13. 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.
  14. 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.
  15. 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.
  16. 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.
  17. Wagner, Joachim & Temouri, Yama & Vogel, Alexander, 2011. "Self-Selection into Export Markets by Business Services Firms: Evidence from France, Germany and the United Kingdom," Annual Conference 2011 (Frankfurt, Main): The Order of the World Economy - Lessons from the Crisis 48700, Verein für Socialpolitik / German Economic Association.
  18. 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.
  19. Elhanan Helpman, 2006. "Trade, FDI, and the Organization of Firms," Harvard Institute of Economic Research Working Papers 2118, Harvard - Institute of Economic Research.
  20. 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.
  21. Richard Kneller & Mauro Pisu, 2010. "The returns to exporting: evidence from UK firms," Canadian Journal of Economics, Canadian Economics Association, vol. 43(2), pages 494-519, May.
  22. Bruno S. Frey & Reiner Eichenberger & Rene L. Frey, 2009. "Editorial Ruminations: Publishing Kyklos," CREMA Working Paper Series 2009-01, Center for Research in Economics, Management and the Arts (CREMA).
  23. Nick Bloom & John Van Reenen, 2010. "Why do management practices differ across firms and countries?," LSE Research Online Documents on Economics 47491, London School of Economics and Political Science, LSE Library.
  24. 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.
  25. 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.
  26. 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.
  27. Mahmut Yasar & Carl H. Nelson & Roderick Rejesus, 2006. "Productivity and Exporting Status of Manufacturing Firms: Evidence from Quantile Regressions," Review of World Economics (Weltwirtschaftliches Archiv), Springer, vol. 142(4), pages 675-694, December.
  28. 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.
  29. 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).
  30. repec:cup:cbooks:9780521608275 is not listed on IDEAS
  31. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
  32. 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.
  33. 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.
  34. 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.
  35. Jens M. Arnold & Katrin Hussinger, 2010. "Exports versus FDI in German Manufacturing: Firm Performance and Participation in International Markets," Review of International Economics, Wiley Blackwell, vol. 18(4), pages 595-606, 09.
  36. 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.
  37. 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.
  38. George A. Akerlof, 2007. "The Missing Motivation in Macroeconomics," American Economic Review, American Economic Association, vol. 97(1), pages 5-36, March.
  39. Roger Koenker & Kevin F. Hallock, 2001. "Quantile Regression," Journal of Economic Perspectives, American Economic Association, vol. 15(4), pages 143-156, Fall.
  40. repec:cup:cbooks:9780521845731 is not listed on IDEAS
  41. 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.
  42. Roger Koenker & Achim Zeileis, 2009. "On reproducible econometric research," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 24(5), pages 833-847.
  43. 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.
  44. 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..
  45. 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.
  46. 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.
  47. Daniel S. Hamermesh, 2007. "Viewpoint: Replication in economics," Canadian Journal of Economics, Canadian Economics Association, vol. 40(3), pages 715-733, August.
  48. David Greenaway & Richard Kneller, 2007. "Firm heterogeneity, exporting and foreign direct investment," Economic Journal, Royal Economic Society, vol. 117(517), pages F134-F161, 02.
  49. 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.
  50. 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.
  51. 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.
  52. Casey Ichniowski & Kathryn L. Shaw, 2009. "Insider Econometrics: Empirical Studies of How Management Matters," NBER Working Papers 15618, National Bureau of Economic Research, Inc.
  53. 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.
Full references (including those not matched with items on IDEAS)

This item is not listed on Wikipedia, on a reading list or among the top items on IDEAS.

When requesting a correction, please mention this item's handle: RePEc:lue:wpaper:186. See general information about how to correct material in RePEc.

For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: (Joachim Wagner)

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 references are entirely missing, you can add them using this form.

If the full references list an item that is present in RePEc, but the system did not link 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 profile, as there may be some citations waiting for confirmation.

Please note that corrections may take a couple of weeks to filter through the various RePEc services.

This information is provided to you by IDEAS at the Research Division of the Federal Reserve Bank of St. Louis using RePEc data.