IDEAS home Printed from https://ideas.repec.org/p/ari/wpaper/02.html

Determinants of Productivity in Morocco - The Role of Trade?

Author

Listed:
  • Patricia Augier
  • Michael Gasiorek

  • Gonzalo Varela

    (Centre for the Analysis of Regional Integration at Sussex, Department of Economics, University of Sussex)

Abstract

The aim of this paper is to explore the determinants of productivity and productivity change in the Moroccan economy, with a particular interest in examining the role of international trade in impacting upon productivity levels. Methodologically this is achieved through a twostage methodology. First we focus on productivity, and productivity change and its determinants at the micro (firm) level. In the first stage we derive estimates of firm and sectoral level productivity, and examine their evolution over time. The second stage of the work is concerned with understanding and explaining the differences in productivity across the firms/sectors, and of the role of trade liberalization. Our results suggest that changes in firm level productivity are relatively modest (in particular in the latter half of the period), and that there are quite considerable changes in aggregate productivity arising from a relatively high degree of entry and exit of firms, and from changes in the shares of incumbent firms. The results also indicate that the relationship between key variables such as import or export openness can vary importantly according to the size (class) of the firm.

Suggested Citation

  • Patricia Augier & Michael Gasiorek & Gonzalo Varela, 2007. "Determinants of Productivity in Morocco - The Role of Trade?," CARIS Working Papers 02, Centre for the Analysis of Regional Integration at Sussex, University of Sussex.
  • Handle: RePEc:ari:wpaper:02
    as

    Download full text from publisher

    File URL: http://www.sussex.ac.uk/Units/caris/wps/cariswp02.pdf
    Download Restriction: no
    ---><---

    References listed on IDEAS

    as
    1. Van Biesebroeck, Johannes, 2008. "The Sensitivity of Productivity Estimates," Journal of Business & Economic Statistics, American Statistical Association, vol. 26, pages 311-328.
    2. Mary Amiti & Jozef Konings, 2007. "Trade Liberalization, Intermediate Inputs, and Productivity: Evidence from Indonesia," American Economic Review, American Economic Association, vol. 97(5), pages 1611-1638, December.
    3. Edwards, Sebastian, 1998. "Openness, Productivity and Growth: What Do We Really Know?," Economic Journal, Royal Economic Society, vol. 108(447), pages 383-398, March.
    4. 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.
    5. Edward Oczkowski & Kishor Sharma, 2001. "Imperfect Competition, Returns To Scale and Productivity Growth In Australian Manufacturing: A Smooth Transition Approach To Trade Liberalisation," International Economic Journal, Taylor & Francis Journals, vol. 15(2), pages 99-113, June.
    6. Fernandes, Ana M., 2007. "Trade policy, trade volumes and plant-level productivity in Colombian manufacturing industries," Journal of International Economics, Elsevier, vol. 71(1), pages 52-71, March.
    7. Petia Topalova & Amit Khandelwal, 2011. "Trade Liberalization and Firm Productivity: The Case of India," The Review of Economics and Statistics, MIT Press, vol. 93(3), pages 995-1009, August.
    8. Mr. David T. Coe & Mr. Willy A Hoffmaister, 1999. "Are There International R&D Spillovers Among Randomly Matched Trade Partners? A Response to Keller," IMF Working Papers 1999/018, International Monetary Fund.
    9. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    10. Johannes Van Biesebroeck, 2007. "Robustness Of Productivity Estimates," Journal of Industrial Economics, Wiley Blackwell, vol. 55(3), pages 529-569, September.
    11. 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.
    12. Simeon Djankov & Bernard Hoekman, 2000. "Market discipline and corporate efficiency: evidence from Bulgaria," Canadian Journal of Economics/Revue canadienne d'économique, John Wiley & Sons, vol. 33(1), pages 190-212, February.
    13. repec:lic:licosd:10401 is not listed on IDEAS
    14. Harrison, Ann E., 1994. "Productivity, imperfect competition and trade reform : Theory and evidence," Journal of International Economics, Elsevier, vol. 36(1-2), pages 53-73, February.
    15. Dollar, David, 1992. "Outward-Oriented Developing Economies Really Do Grow More Rapidly: Evidence from 95 LDCs, 1976-1985," Economic Development and Cultural Change, University of Chicago Press, vol. 40(3), pages 523-544, April.
    16. Haddad, Mona, 1993. "How trade liberalization affected productivity in Morocco," Policy Research Working Paper Series 1096, The World Bank.
    17. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "Multilateral Comparisons of Output, Input, and Productivity Using Superlative Index Numbers," Economic Journal, Royal Economic Society, vol. 92(365), pages 73-86, March.
    18. 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.
    19. David Greenaway & Joakim Gullstrand & Richard Kneller, 2005. "Exporting May Not Always Boost Firm Productivity," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 141(4), pages 561-582, December.
    20. Estrin, Saul & Konings, Jozef & Angelucci, Manuela & Zólkiewski, Zbigniew, 2001. "The Effect of Ownership and Competitive Pressure on Firm Performance in Transition Countries," CEPR Discussion Papers 2985, C.E.P.R. Discussion Papers.
    21. Caves, Douglas W & Christensen, Laurits R & Diewert, W Erwin, 1982. "The Economic Theory of Index Numbers and the Measurement of Input, Output, and Productivity," Econometrica, Econometric Society, vol. 50(6), pages 1393-1414, November.
    22. Tybout, James & de Melo, Jamie & Corbo, Vittorio, 1991. "The effects of trade reforms on scale and technical efficiency : New evidence from Chile," Journal of International Economics, Elsevier, vol. 31(3-4), pages 231-250, November.
    23. Jeffrey D. Sachs & Andrew Warner, 1995. "Economic Reform and the Process of Global Integration," Brookings Papers on Economic Activity, Economic Studies Program, The Brookings Institution, vol. 26(1, 25th A), pages 1-118.
    24. Grosfeld, Irena & Tressel, Thierry, 2001. "Competition, Corporate Governance: Substitutes or Complements? Evidence from the Warsaw Stock Exchange," CEPR Discussion Papers 2888, C.E.P.R. Discussion Papers.
    25. David H. Romer & Jeffrey A. Frankel, 1999. "Does Trade Cause Growth?," American Economic Review, American Economic Association, vol. 89(3), pages 379-399, June.
    26. 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.
    27. James Levinsohn & Amil Petrin, 1999. "When Industries Become More Productive, Do Firms?," NBER Working Papers 6893, National Bureau of Economic Research, Inc.
    28. Richard Blundell & Stephen Bond, 2000. "GMM Estimation with persistent panel data: an application to production functions," Econometric Reviews, Taylor & Francis Journals, vol. 19(3), pages 321-340.
    29. repec:fth:michin:445 is not listed on IDEAS
    30. Mary Amiti, 2000. "Trade Liberalisation of Intermediate Inputs," Australian Economic Review, The University of Melbourne, Melbourne Institute of Applied Economic and Social Research, vol. 33(4), pages 299-302, December.
    31. Levinsohn, J. & Petrin, A., 1999. "When Industries Become More Productive, Do Firms?: Investigating Productivity Dynamics," Working Papers 445, Research Seminar in International Economics, University of Michigan.
    32. Diewert, W. E., 1976. "Exact and superlative index numbers," Journal of Econometrics, Elsevier, vol. 4(2), pages 115-145, May.
    33. Tybout, James R. & Westbrook, M. Daniel, 1995. "Trade liberalization and the dimensions of efficiency change in Mexican manufacturing industries," Journal of International Economics, Elsevier, vol. 39(1-2), pages 53-78, August.
    34. repec:bla:rdevec:v:1:y:1997:i:3:p:275-93 is not listed on IDEAS
    35. Ehui, Simeon K. & Jabbar, Mohammad A., 2002. "Measuring productivity in African agriculture: a survey of applications," Research Reports 182883, International Livestock Research Institute.
    36. Tor Jakob Klette & Frode Johansen, 1998. "Accumulation of R&D Capital and Dynamic Firm Performance: A Not-So-Fixed Effect Model," Annals of Economics and Statistics, GENES, issue 49-50, pages 389-419.
    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. Malgorzata Sulimierska, 2014. "Total factor productivity estimation for Polish manufacturing industry: A comparison of alternative methods," Working Paper Series 6714, Department of Economics, University of Sussex Business School.
    2. Ayadi, Rym & De Groen, Willem Pieter, 2014. "Micro-, Small- and Medium-Sized Enterprises with High-Growth Potential in the Southern Mediterranean: Identifying Obstacles and Policy Responses," CEPS Papers 8796, Centre for European Policy Studies.

    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. Tarlok Singh, 2010. "Does International Trade Cause Economic Growth? A Survey," The World Economy, Wiley Blackwell, vol. 33(11), pages 1517-1564, November.
    2. Brockmeier, Martina & Klepper, Rainer & Pelikan, Janine, 2006. "How to Calculate and Implement Import Tariff Cuts?," Conference papers 331538, Purdue University, Center for Global Trade Analysis, Global Trade Analysis Project.
    3. Harrison, Ann E. & Rodriguez-Clare, Andres, 2009. "Trade, Foreign Investment, and Industrial Policy," MPRA Paper 15561, University Library of Munich, Germany.
    4. Maurice Kugler & John Haltiwanger & Adriana Kugler & Marcela Eslava, 2009. "Trade Reforms and Market Selection: Evidence from Manufacturing Plants in Colombia," 2009 Meeting Papers 615, Society for Economic Dynamics.
    5. Nataraj, Shanthi, 2011. "The impact of trade liberalization on productivity: Evidence from India's formal and informal manufacturing sectors," Journal of International Economics, Elsevier, vol. 85(2), pages 292-301.
    6. Marion Dovis & Juliette Milgram‐Baleix, 2009. "Trade, Tariffs and Total Factor Productivity: The Case of Spanish Firms," The World Economy, Wiley Blackwell, vol. 32(4), pages 575-605, April.
    7. 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, September.
    8. Marcela Eslava & John Haltiwanger & Adriana Kugler & Maurice Kugler, 2013. "Trade and Market Selection: Evidence from Manufacturing Plants in Colombia," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 16(1), pages 135-158, January.
    9. Ahmed, Gulzar & Arshad Khan, Muhammad & Afzal, Muhammad, 2015. "Trade Liberalization and Industrial Productivity: Evidence from Pakistan," MPRA Paper 70744, University Library of Munich, Germany, revised 15 Mar 2016.
    10. Sundar Ponnusamy, 2022. "Export specialization, trade liberalization and economic growth: a synthetic control analysis," Empirical Economics, Springer, vol. 63(2), pages 637-669, August.
    11. Newman, Carol & Rand, John & Tarp, Finn, 2023. "Imports, supply chains and firm productivity," World Development, Elsevier, vol. 172(C).
    12. Ghani,Syed Ejaz & Grover,Arti & Kerr,Sari & Kerr,William Robert, 2016. "Will market competition trump gender discrimination in India ?," Policy Research Working Paper Series 7814, The World Bank.
    13. Douglas A. Irwin, 2019. "Does Trade Reform Promote Economic Growth? A Review of Recent Evidence," Working Paper Series WP19-9, Peterson Institute for International Economics.
    14. Kazuhiko Yokota & Kyosuke Kurita & Shujiro Urata, 2016. "In Search of the Learning-by-Exporting Effect: Role of Economies of Scale and Technology," China Economic Policy Review (CEPR), World Scientific Publishing Co. Pte. Ltd., vol. 5(01), pages 1-27, June.
    15. Hansen, Thorsten, 2010. "Tariff Rates, Offshoring and Productivity: Evidence from German and Austrian Firm-Level Data," Discussion Papers in Economics 11465, University of Munich, Department of Economics.
    16. Brandt, Loren & Van Biesebroeck, Johannes & Zhang, Yifan, 2012. "Creative accounting or creative destruction? Firm-level productivity growth in Chinese manufacturing," Journal of Development Economics, Elsevier, vol. 97(2), pages 339-351.
    17. Carol Newman & John Rand & Finn Tarp, 2016. "Imports, supply chains, and firm productivity," WIDER Working Paper Series 090, World Institute for Development Economic Research (UNU-WIDER).
    18. Harrison, Ann & Rodríguez-Clare, Andrés, 2010. "Trade, Foreign Investment, and Industrial Policy for Developing Countries," Handbook of Development Economics, in: Dani Rodrik & Mark Rosenzweig (ed.), Handbook of Development Economics, edition 1, volume 5, chapter 0, pages 4039-4214, Elsevier.
    19. Carlo Altomonte & Alessandro Barattieri & Armando Rungi, 2014. "Import Penetration, Intermediate Inputs and Productivity: Evidence from Italian Firms," Rivista italiana degli economisti, Società editrice il Mulino, issue 1, pages 45-66.
    20. Wong, Sara A., 2009. "Productivity and trade openness in Ecuador's manufacturing industries," Journal of Business Research, Elsevier, vol. 62(9), pages 868-875, September.

    More about this item

    Keywords

    ;
    ;
    ;

    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:ari:wpaper:02. 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: Alvaro Herrera The email address of this maintainer does not seem to be valid anymore. Please ask Alvaro Herrera to update the entry or send us the correct address (email available below). General contact details of provider: https://edirc.repec.org/data/casusuk.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.