IDEAS home Printed from https://ideas.repec.org/p/ran/wpaper/wr-837.html
   My bibliography  Save this paper

The Exporter Productivity Premium along the Productivity Distribution Evidence from Unconditional Quantile Regression with Firm Fixed Effects

Author

Listed:
  • David Powell
  • Joachim Wagner

Abstract

One of the stylized facts from the literature on international activities of heterogeneous firms is the existence of a positive exporter productivity premium ? on average, exporting firms are more productive than firms that sell on the national market only. In this paper, the authors look at the productivity distribution of both exporting and non-exporting firms in German manufacturing industries. They recognize that it is potentially important to condition on firm fixed effects for estimation of this exporter premium. They apply a new unconditional quantile estimation technique for panel data to condition on firm fixed effects while estimating the exporter premium throughout the entire productivity distribution. They find that the premium is positive for all productivity levels, but highest at the lowest quantiles. These results support theoretical models which suggest that there is a division in productivity between exporters and non-exporters. Mean regression is incapable of detecting this dimension of firm heterogeneity.

Suggested Citation

  • David Powell & Joachim Wagner, 2011. "The Exporter Productivity Premium along the Productivity Distribution Evidence from Unconditional Quantile Regression with Firm Fixed Effects," Working Papers WR-837, RAND Corporation.
  • Handle: RePEc:ran:wpaper:wr-837
    as

    Download full text from publisher

    File URL: https://www.rand.org/content/dam/rand/pubs/working_papers/2011/RAND_WR837.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Sylvia Zühlke & Markus Zwick & Sebastian Scharnhorst & Thomas Wende, 2004. "European Data Watch: The research data centres of the Federal Statistical Office and the statistical offices of the Länder," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 124(4), pages 567-578.
    2. Elhanan Helpman, 2006. "Trade, FDI, and the Organization of Firms," Journal of Economic Literature, American Economic Association, vol. 44(3), pages 589-630, September.
    3. Joachim Wagner, 2006. "Export Intensity and Plant Characteristics: What Can We Learn from Quantile Regression?," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 142(1), pages 195-203, April.
    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. Chad Syverson, 2011. "What Determines Productivity?," Journal of Economic Literature, American Economic Association, vol. 49(2), pages 326-365, June.
    6. Harding, Matthew & Lamarche, Carlos, 2009. "A quantile regression approach for estimating panel data models using instrumental variables," Economics Letters, Elsevier, vol. 104(3), pages 133-135, September.
    7. Anja Malchin & Ramona Voshage, 2009. "Official Firm Data for Germany," Schmollers Jahrbuch : Journal of Applied Social Science Studies / Zeitschrift für Wirtschafts- und Sozialwissenschaften, Duncker & Humblot, Berlin, vol. 129(3), pages 501-513.
    8. Koenker, Roger, 2004. "Quantile regression for longitudinal data," Journal of Multivariate Analysis, Elsevier, vol. 91(1), pages 74-89, October.
    9. Lucia Foster & John Haltiwanger & Chad Syverson, 2008. "Reallocation, Firm Turnover, and Efficiency: Selection on Productivity or Profitability?," American Economic Review, American Economic Association, vol. 98(1), pages 394-425, March.
    10. 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.
    11. 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.
    12. 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.
    13. 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.
    14. 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.
    15. Koenker, Roger W & Bassett, Gilbert, Jr, 1978. "Regression Quantiles," Econometrica, Econometric Society, vol. 46(1), pages 33-50, January.
    16. 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.
    17. Joachim Wagner, 2008. "A note on why more West than East German firms export," International Economics and Economic Policy, Springer, vol. 5(4), pages 363-370, December.
    18. Buchinsky, Moshe, 1994. "Changes in the U.S. Wage Structure 1963-1987: Application of Quantile Regression," Econometrica, Econometric Society, vol. 62(2), pages 405-458, March.
    19. David Greenaway & Richard Kneller, 2007. "Firm heterogeneity, exporting and foreign direct investment," Economic Journal, Royal Economic Society, vol. 117(517), pages 134-161, February.
    20. repec:ran:wpaper:710-1 is not listed on IDEAS
    21. 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;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 142(4), pages 675-694, December.
    22. Chernozhukov, Victor & Hansen, Christian, 2008. "Instrumental variable quantile regression: A robust inference approach," Journal of Econometrics, Elsevier, vol. 142(1), pages 379-398, January.
    23. Natalia Trofimenko, 2008. "Learning by Exporting: Does It Matter Where One Learns? Evidence from Colombian Manufacturing Firms," Economic Development and Cultural Change, University of Chicago Press, vol. 56(4), pages 871-894, July.
    24. Chernozhukov, Victor & Hansen, Christian, 2006. "Instrumental quantile regression inference for structural and treatment effect models," Journal of Econometrics, Elsevier, vol. 132(2), pages 491-525, June.
    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. Hernandez, Pedro J., 2013. "A Note on the Link between Firm Size and Exports," MPRA Paper 51576, University Library of Munich, Germany.
    2. Hernández, Pedro J., 2013. "A note on the link between firm size and exports," UMUFAE Economics Working Papers 37132, DIGITUM. Universidad de Murcia.
    3. Gabriel Felbermayr & Andreas Hauptmann & Hans-Jörg Schmerer, 2014. "International Trade and Collective Bargaining Outcomes: Evidence from German Employer–Employee Data," Scandinavian Journal of Economics, Wiley Blackwell, vol. 116(3), pages 820-837, July.
    4. 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..
    5. Heather D Gibson & Georgia Pavlou, 2017. "Exporting and performance:evidence from Greek firms," Economic Bulletin, Bank of Greece, issue 45, pages 7-30, July.
    6. Neil Foster-McGregor & Anders Isaksson & Florian Kaulich, 2015. "Importing, exporting and the productivity of services firms in Sub-Saharan Africa," The Journal of International Trade & Economic Development, Taylor & Francis Journals, vol. 24(4), pages 499-522, June.
    7. Joachim Wagner, 2013. "Are low-productive exporters marginal exporters? Evidence from Germany," Economics Bulletin, AccessEcon, vol. 33(1), pages 467-481.
    8. 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.
    9. Riccardo Crescenzi & Mara Giua, 2016. "The EU Cohesion Policy in context: Does a bottom-up approach work in all regions?," Environment and Planning A, , vol. 48(11), pages 2340-2357, November.

    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. 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..
    2. Powell, David & Wagner, Joachim, 2010. "The Exporter Productivity Premium along the Productivity Distribution: First Evidence from a Quantile Regression Approach for Fixed Effects Panel Data Models," IZA Discussion Papers 5112, Institute of Labor Economics (IZA).
    3. 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.
    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. 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..
    6. Joachim Wagner, 2013. "Are low-productive exporters marginal exporters? Evidence from Germany," Economics Bulletin, AccessEcon, vol. 33(1), pages 467-481.
    7. Joachim Wagner, 2012. "Exports, R&D and productivity: a test of the Bustos-model with German enterprise data," Economics Bulletin, AccessEcon, vol. 32(3), pages 1942-1948.
    8. 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.
    9. Joachim Wagner, 2014. "Low-productive exporters are high-quality exporters. Evidence from Germany," Economics Bulletin, AccessEcon, vol. 34(2), pages 745-756.
    10. 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.
    11. Maria Rosaria Ferrante & Marzia Freo, 2012. "The Total Factor Productivity Gap between Internationalised and Domestic Firms: Net Premium or Heterogeneity Effect?," The World Economy, Wiley Blackwell, vol. 35(9), pages 1186-1214, September.
    12. 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..
    13. Minjung Kim, 2013. "Productivity Performance and Exporting Activity of Korean Manufacturing Firms: Quantile Regression Approach," Economic Analysis (Quarterly), Economic Research Institute, Bank of Korea, vol. 19(2), pages 97-120, June.
    14. Wagner, Joachim, 2011. "Productivity and International Firm Activities: What Do We Know?," IZA Policy Papers 23, Institute of Labor Economics (IZA).
    15. Joachim Wagner & Yama Temouri, 2021. "Do Outliers and Unobserved Heterogeneity Explain the Exporter Productivity Premium? Evidence from France, Germany and the United Kingdom," 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 13, pages 223-236, World Scientific Publishing Co. Pte. Ltd..
    16. Galina Besstremyannaya, 2015. "Heterogeneous effect of residency matching and prospective payment on labor returns and hospital scale economies," Discussion Papers 15-001, Stanford Institute for Economic Policy Research.
    17. Joachim Wagner, 2016. "Exports, Imports and Firm Survival: First Evidence for Manufacturing Enterprises in Germany," World Scientific Book Chapters, in: Microeconometrics of International Trade, chapter 10, pages 341-367, World Scientific Publishing Co. Pte. Ltd..
    18. Christian Pfeifer & Joachim Wagner, 2014. "Age and gender effects of workforce composition on productivity and profits: Evidence from a new type of data for German enterprises," Contemporary Economics, University of Economics and Human Sciences in Warsaw., vol. 8(1), March.
    19. John Weche Gelübcke, 2013. "The performance of foreign affiliates in German manufacturing: evidence from a new database," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 149(1), pages 151-182, March.
    20. 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.

    More about this item

    Keywords

    exporter productivity premium; quantile regression; fixed effects; unconditional quantile treatment effects;
    All these keywords.

    JEL classification:

    • F14 - International Economics - - Trade - - - Empirical Studies of Trade
    • C21 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Cross-Sectional Models; Spatial Models; Treatment Effect Models
    • C23 - Mathematical and Quantitative Methods - - Single Equation Models; Single Variables - - - Models with Panel Data; Spatio-temporal 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:ran:wpaper:wr-837. 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: Benson Wong (email available below). General contact details of provider: https://edirc.repec.org/data/lpranus.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.