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Firm Productivity, Technology and Export Status, What Can We Learn from Egyptian Industries?

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  • Mohamed Chaffai

    (University of SFAX, UREP and ERF)

  • Patrick Plane

Abstract

We explore to what extent the export status and technological choices are related to firm Total Factor Productivity (TFP). Egyptian industrial firms are investigated for the period 2003-2008. The dataset is stratified on five manufacturing industries. Technology being an unobserved phenomenon, a Latent Class Model (LCM) is used to identify its heterogeneity within and across sectors. Translog, Cobb-Douglas, and a mixture of these specifications are used for the estimation of LCMs. Over the five industries, two technology classes prove to be statistically significant. One class provides higher firm productivity levels and is potentially shared by both exporters and non-exporters. Whatever the technology class, except for Food Processing, exporters are found, on average, to have a higher productive performance than non-exporters. Taking into account the potential self-selection effect over the whole sample, Propensity Score Matching (PSM) suggests that the difference is not significant for Food Processing, but varies in the other sectors from 9% in Metal to 32% in Chemistry. When the sample is restricted to labor-intensive technology, which is the largest in terms of number of observations, the premium of export status is about 10%.

Suggested Citation

  • Mohamed Chaffai & Patrick Plane, 2017. "Firm Productivity, Technology and Export Status, What Can We Learn from Egyptian Industries?," Working Papers 1134, Economic Research Forum, revised 09 Jun 2017.
    • Handle: RePEc:erg:wpaper:1134
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    as
    1. James R. Tybout, 2000. "Manufacturing Firms in Developing Countries: How Well Do They Do, and Why?," Journal of Economic Literature, American Economic Association, vol. 38(1), pages 11-44, March.
    2. 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.
    3. Paulo G. Correa & Ana M. Fernandes & Chris J. Uregian, 2010. "Technology Adoption and the Investment Climate: Firm-Level Evidence for Eastern Europe and Central Asia," The World Bank Economic Review, World Bank, vol. 24(1), pages 121-147, January.
    4. Hansen, Bruce E., 1999. "Threshold effects in non-dynamic panels: Estimation, testing, and inference," Journal of Econometrics, Elsevier, vol. 93(2), pages 345-368, December.
    5. Sofronis K. Clerides & Saul Lach & James R. Tybout, 1998. "Is Learning by Exporting Important? Micro-Dynamic Evidence from Colombia, Mexico, and Morocco," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 113(3), pages 903-947.
    6. Hazem El Beblawi, 2008. "Economic Growth in Egypt," World Bank Publications - Books, The World Bank Group, number 28047, December.
    7. Coe, David T. & Helpman, Elhanan, 1995. "International R&D spillovers," European Economic Review, Elsevier, vol. 39(5), pages 859-887, May.
    8. Dani Rodrik, 2008. "The Real Exchange Rate and Economic Growth," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 39(2 (Fall)), pages 365-439.
    9. Simone Bertoli & Francesca Marchetta, 2014. "Migration, Remittances and Poverty in Ecuador," Journal of Development Studies, Taylor & Francis Journals, vol. 50(8), pages 1067-1089, August.
    10. Ishac Diwan & Philip Keefer & Marc Schiffbauer, 2015. "Pyramid Capitalism: Cronyism, Regulation, and Firm Productivity in Egypt," CID Working Papers 291, Center for International Development at Harvard University.
    11. Arne Bigsten & Paul Collier & Stefan Dercon & Marcel Fafchamps & Bernard Gauthier & Jan Willem Gunning & Abena Oduro & Remco Oostendorp & Catherine Pattillo & Måns Soderbom & Francis Teal & Albert Zeu, 2004. "Do African Manufacturing Firms Learn from Exporting?," Journal of Development Studies, Taylor & Francis Journals, vol. 40(3), pages 115-141.
    12. Ishac Diwan & Philip Keefer & Marc Schiffbauer, 2020. "Pyramid capitalism: Cronyism, regulation, and firm productivity in Egypt," The Review of International Organizations, Springer, vol. 15(1), pages 211-246, January.
    13. Barbara Sianesi, 2004. "An Evaluation of the Swedish System of Active Labor Market Programs in the 1990s," The Review of Economics and Statistics, MIT Press, vol. 86(1), pages 133-155, February.
    14. Simone Bertoli & Francesca Marchetta, 2014. "Migration, Remittances and Poverty in Ecuador," Post-Print halshs-01058134, HAL.
    15. Feder, Gershon, 1983. "On exports and economic growth," Journal of Development Economics, Elsevier, vol. 12(1-2), pages 59-73.
    16. Van Biesebroeck, Johannes, 2005. "Exporting raises productivity in sub-Saharan African manufacturing firms," Journal of International Economics, Elsevier, vol. 67(2), pages 373-391, December.
    17. repec:umd:umdeco:rodriguez9901 is not listed on IDEAS
    18. Hansen, Bruce E, 1996. "Inference When a Nuisance Parameter Is Not Identified under the Null Hypothesis," Econometrica, Econometric Society, vol. 64(2), pages 413-430, March.
    19. Kalirajan, K P & Obwona, M B, 1994. "Frontier Production Function: The Stochastic Coefficients Approach," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 56(1), pages 87-96, February.
    20. Olley, G Steven & Pakes, Ariel, 1996. "The Dynamics of Productivity in the Telecommunications Equipment Industry," Econometrica, Econometric Society, vol. 64(6), pages 1263-1297, November.
    21. Pavlos Almanidis, 2013. "Accounting for heterogeneous technologies in the banking industry: a time-varying stochastic frontier model with threshold effects," Journal of Productivity Analysis, Springer, vol. 39(2), pages 191-205, April.
    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.
    23. Andrew B. Bernard & J. Bradford Jensen, 2004. "Why Some Firms Export," The Review of Economics and Statistics, MIT Press, vol. 86(2), pages 561-569, May.
    24. Zvi Griliches, 1957. "Specification Bias in Estimates of Production Functions," American Journal of Agricultural Economics, Agricultural and Applied Economics Association, vol. 39(1), pages 8-20.
    25. Francisco Rodríguez & Dani Rodrik, 2001. "Trade Policy and Economic Growth: A Skeptic's Guide to the Cross-National Evidence," NBER Chapters, in: NBER Macroeconomics Annual 2000, Volume 15, pages 261-338, National Bureau of Economic Research, Inc.
    26. Aw, B. -Y. & Hwang, A. R., 1995. "Productivity and the export market: A firm-level analysis," Journal of Development Economics, Elsevier, vol. 47(2), pages 313-332, August.
    27. Luis Orea & Subal C. Kumbhakar, 2004. "Efficiency measurement using a latent class stochastic frontier model," Empirical Economics, Springer, vol. 29(1), pages 169-183, January.
    28. Måns S–derbom & Francis Teal, 2003. "Are Manufacturing Exports the Key to Economic Success in Africa?," Journal of African Economies, Centre for the Study of African Economies, vol. 12(1), pages 1-29, March.
    29. Antonio Alvarez & Julio del Corral, 2010. "Identifying different technologies using a latent class model: extensive versus intensive dairy farms," European Review of Agricultural Economics, Oxford University Press and the European Agricultural and Applied Economics Publications Foundation, vol. 37(2), pages 231-250, June.
    30. Roberts, Mark J & Tybout, James R, 1997. "The Decision to Export in Colombia: An Empirical Model of Entry with Sunk Costs," American Economic Review, American Economic Association, vol. 87(4), pages 545-564, September.
    31. James Levinsohn & Amil Petrin, 2003. "Estimating Production Functions Using Inputs to Control for Unobservables," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 70(2), pages 317-341.
    32. Ho-chuan Huang, 2004. "Estimation of Technical Inefficiencies with Heterogeneous Technologies," Journal of Productivity Analysis, Springer, vol. 21(3), pages 277-296, May.
    33. Battese, G E & Coelli, T J, 1995. "A Model for Technical Inefficiency Effects in a Stochastic Frontier Production Function for Panel Data," Empirical Economics, Springer, vol. 20(2), pages 325-332.
    34. Mohamed Chaffai & Tidiane Kinda & Patrick Plane, 2012. "Textile Manufacturing in Eight Developing Countries: Does Business Environment Matter for Firm Technical Efficiency?," Journal of Development Studies, Taylor & Francis Journals, vol. 48(10), pages 1470-1488, October.
    35. Johannes Sauer & Catherine J. Morrison Paul, 2013. "The empirical identification of heterogeneous technologies and technical change," Applied Economics, Taylor & Francis Journals, vol. 45(11), pages 1461-1479, April.
    36. Greene, William, 2005. "Reconsidering heterogeneity in panel data estimators of the stochastic frontier model," Journal of Econometrics, Elsevier, vol. 126(2), pages 269-303, June.
    37. Marcel Fafchamps & Said El Hamine & Albert Zeufack, 2008. "Learning to Export: Evidence from Moroccan Manufacturing †," Journal of African Economies, Centre for the Study of African Economies, vol. 17(2), pages 305-355, March.
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    Cited by:

    1. Abeer Elshennawy & Mohamed Bouaddi, 2018. "Sources of Heterogeneity in Labor Productivity and Total Factor Productivity in Egyptian Manufacturing," Working Papers 1276, Economic Research Forum, revised 26 Dec 2018.
    2. Caroline Krafft & Ragui Assaad, 2018. "Do More Productive Firms Pay Workers More? Evidence from Egypt," Working Papers 1222, Economic Research Forum, revised 18 Sep 2018.

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