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Efficiency, Inefficiency and the MENA Frontier

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  • McAdam, Peter
  • Christopoulos, Dimitris

Abstract

In a stochastic frontier setting, we examine technical efficiency in the Middle East and North Africa (MENA). Evidence suggests that in addition to economic indicators, political and social ones play a key role in development and frontier technical efficiency profiles. The MENA have been characterized by increasing economic efficiency over time but with marked polarization. The paper analyses and nest many key hypotheses in the literature e.g., the contributions of religion, of natural resources, demographic pressures, human capital etc. The originality of our contribution is the use of a large data set (including principal components), and extensive robustness checks. The paper should set a comprehensive benchmark and cross check for related studies of development technical efficiency. JEL Classification: C33, C38, C55, D24, E23, O11

Suggested Citation

  • McAdam, Peter & Christopoulos, Dimitris, 2015. "Efficiency, Inefficiency and the MENA Frontier," Working Paper Series 1757, European Central Bank.
  • Handle: RePEc:ecb:ecbwps:20151757
    Note: 50336
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    1. Hiau LooiKee & Alessandro Nicita & Marcelo Olarreaga, 2009. "Estimating Trade Restrictiveness Indices," Economic Journal, Royal Economic Society, vol. 119(534), pages 172-199, January.
    2. Malik, Adeel & Awadallah, Bassem, 2013. "The Economics of the Arab Spring," World Development, Elsevier, vol. 45(C), pages 296-313.
    3. Rachel Griffith & Stephen Redding & John Van Reenen, 2004. "Mapping the Two Faces of R&D: Productivity Growth in a Panel of OECD Industries," The Review of Economics and Statistics, MIT Press, vol. 86(4), pages 883-895, November.
    4. de la Grandville,Olivier, 2009. "Economic Growth," Cambridge Books, Cambridge University Press, number 9780521898010, December.
    5. Robert S. Chirinko, 2008. "ó: The Long And Short Of It," CESifo Working Paper Series 2234, CESifo.
    6. Mitchell, Karlyn & Onvural, Nur M, 1996. "Economies of Scale and Scope at Large Commercial Banks: Evidence from the Fourier Flexible Functional Form," Journal of Money, Credit and Banking, Blackwell Publishing, vol. 28(2), pages 178-199, May.
    7. Daron Acemoglu & Philippe Aghion & Fabrizio Zilibotti, 2006. "Distance to Frontier, Selection, and Economic Growth," Journal of the European Economic Association, MIT Press, vol. 4(1), pages 37-74, March.
    8. Jean Imbs & Romain Wacziarg, 2003. "Stages of Diversification," American Economic Review, American Economic Association, vol. 93(1), pages 63-86, March.
    9. Gylfason, Thorvaldur, 2001. "Natural resources, education, and economic development," European Economic Review, Elsevier, vol. 45(4-6), pages 847-859, May.
    10. Tim Coelli & Sergio Perelman & Elliot Romano, 1999. "Accounting for Environmental Influences in Stochastic Frontier Models: With Application to International Airlines," Journal of Productivity Analysis, Springer, vol. 11(3), pages 251-273, June.
    11. Hirut Wolde & Ms. Rina Bhattacharya, 2010. "Constraints on Trade in the MENA region," IMF Working Papers 2010/031, International Monetary Fund.
    12. Meeusen, Wim & van den Broeck, Julien, 1977. "Efficiency Estimation from Cobb-Douglas Production Functions with Composed Error," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 18(2), pages 435-444, June.
    13. Daniel J. Henderson & Christopher F. Parmeter & R. Robert Russell, 2008. "Modes, weighted modes, and calibrated modes: evidence of clustering using modality tests," Journal of Applied Econometrics, John Wiley & Sons, Ltd., vol. 23(5), pages 607-638.
    14. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    15. Risto Herrala & Ms. Rima A Turk, 2013. "Credit Constraints, Political Instability, and Capital Accumulation," IMF Working Papers 2013/246, International Monetary Fund.
    16. Stephen Bond, 2002. "Dynamic panel data models: a guide to microdata methods and practice," CeMMAP working papers CWP09/02, Centre for Microdata Methods and Practice, Institute for Fiscal Studies.
    17. Berger, Allen N. & Mester, Loretta J., 1997. "Inside the black box: What explains differences in the efficiencies of financial institutions?," Journal of Banking & Finance, Elsevier, vol. 21(7), pages 895-947, July.
    18. Cohen, Wesley M & Levinthal, Daniel A, 1989. "Innovation and Learning: The Two Faces of R&D," Economic Journal, Royal Economic Society, vol. 99(397), pages 569-596, September.
    19. Robert S. Chirinko & Steven M. Fazzari & Andrew P. Meyer, 2011. "A New Approach to Estimating Production Function Parameters: The Elusive Capital--Labor Substitution Elasticity," Journal of Business & Economic Statistics, Taylor & Francis Journals, vol. 29(4), pages 587-594, October.
    20. Robert Jensen, 2007. "The Digital Provide: Information (Technology), Market Performance, and Welfare in the South Indian Fisheries Sector," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 122(3), pages 879-924.
    21. Jakub Growiec, 2012. "The World Technology Frontier: What Can We Learn from the US States?-super-," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 74(6), pages 777-807, December.
    22. Oded Galor & Andrew Mountford, 2008. "Trading Population for Productivity: Theory and Evidence," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 75(4), pages 1143-1179.
    23. 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.
    24. 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.
    25. de la Grandville,Olivier, 2009. "Economic Growth," Cambridge Books, Cambridge University Press, number 9780521725200, December.
    26. Miguel A. León-Ledesma & Peter McAdam & Alpo Willman, 2010. "Identifying the Elasticity of Substitution with Biased Technical Change," American Economic Review, American Economic Association, vol. 100(4), pages 1330-1357, September.
    27. Mustapha Kamel Nabli, 2007. "Breaking the Barriers to Higher Economic Growth : Better Governance and Deeper Reforms in the Middle East and North Africa," World Bank Publications - Books, The World Bank Group, number 6914.
    28. Stephen R. Bond, 2002. "Dynamic panel data models: a guide to micro data methods and practice," Portuguese Economic Journal, Springer;Instituto Superior de Economia e Gestao, vol. 1(2), pages 141-162, August.
    29. Jondrow, James & Knox Lovell, C. A. & Materov, Ivan S. & Schmidt, Peter, 1982. "On the estimation of technical inefficiency in the stochastic frontier production function model," Journal of Econometrics, Elsevier, vol. 19(2-3), pages 233-238, August.
    30. Stelios Michalopoulos & Alireza Naghavi & Giovanni Prarolo, 2012. "Trade and Geography in the Origins and Spread of Islam," Working Papers 2012-12, Brown University, Department of Economics.
    31. Gene M. Grossman & Elhanan Helpman, 1993. "Innovation and Growth in the Global Economy," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262570971, April.
    32. Kneller, Richard & Andrew Stevens, Philip, 2003. "The specification of the aggregate production function in the presence of inefficiency," Economics Letters, Elsevier, vol. 81(2), pages 223-226, November.
    33. Djavad Salehi-Isfahani, 2009. "Education and Earnings in The Middle East: A Comparative Study of Returns To Schooling in Egypt, Iran, and Turkey," Working Papers 504, Economic Research Forum, revised Sep 2009.
    34. Amin, Magdi & Assaad, Ragui & al-Baharna, Nazar & Dervis, Kemal & Desai, Raj M. & Dhillon, Navtej S. & Galal, Ahmed & Ghanem, Hafez & Graham, Carol & Kaufmann, Daniel, 2012. "After the Spring: Economic Transitions in the Arab World," OUP Catalogue, Oxford University Press, number 9780199924929.
    35. Lipset, Seymour Martin, 1959. "Some Social Requisites of Democracy: Economic Development and Political Legitimacy1," American Political Science Review, Cambridge University Press, vol. 53(1), pages 69-105, March.
    36. Djavad Salehi-Isfahani & Insan Tunali & Ragui Assaad, 2009. "A Comparative Study of Returns to Education of Urban Men in Egypt, Iran, and Turkey," Middle East Development Journal, Taylor & Francis Journals, vol. 1(2), pages 145-187, January.
    37. Gallant, A. Ronald, 1982. "Unbiased determination of production technologies," Journal of Econometrics, Elsevier, vol. 20(2), pages 285-323, November.
    38. Henry, Michael & Kneller, Richard & Milner, Chris, 2009. "Trade, technology transfer and national efficiency in developing countries," European Economic Review, Elsevier, vol. 53(2), pages 237-254, February.
    39. Stanislav Kolenikov & Gustavo Angeles, 2009. "Socioeconomic Status Measurement With Discrete Proxy Variables: Is Principal Component Analysis A Reliable Answer?," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 55(1), pages 128-165, March.
    40. Djavad Salehi-Isfahani & Insan Tunali & Ragui Assaad, 2009. "A Comparative Study Of Returns To Education Of Urban Men In Egypt, Iran, And Turkey," Middle East Development Journal (MEDJ), World Scientific Publishing Co. Pte. Ltd., vol. 1(02), pages 145-187.
    41. Rina Bhattacharya & HirutWolde, 2010. "Constraints on Trade in the MENA Region," Aussenwirtschaft, University of St. Gallen, School of Economics and Political Science, Swiss Institute for International Economics and Applied Economics Research, vol. 65(3), pages 251-272, September.
    42. Dani Rodrik, 2013. "Unconditional Convergence in Manufacturing," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 128(1), pages 165-204.
    43. de La Grandville Olivier, 2012. "How Much Should a Nation Save? A New Answer," Studies in Nonlinear Dynamics & Econometrics, De Gruyter, vol. 16(2), pages 1-36, April.
    44. Aigner, Dennis & Lovell, C. A. Knox & Schmidt, Peter, 1977. "Formulation and estimation of stochastic frontier production function models," Journal of Econometrics, Elsevier, vol. 6(1), pages 21-37, July.
    45. Chirinko, Robert S. & Fazzari, Steven M. & Meyer, Andrew P., 2011. "A New Approach to Estimating Production Function Parameters: The Elusive Capital–Labor Substitution Elasticity," Journal of Business & Economic Statistics, American Statistical Association, vol. 29(4), pages 587-594.
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    2. Mahieddine Adnan Ghecham, 2020. "Further attempt to explain the oil curse mechanism using a debt overhang concept," Journal of Economic Studies, Emerald Group Publishing Limited, vol. 48(4), pages 852-868, October.

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    More about this item

    Keywords

    development; frontier efficiency; MENA; stochastic frontier;
    All these keywords.

    JEL classification:

    • E52 - Macroeconomics and Monetary Economics - - Monetary Policy, Central Banking, and the Supply of Money and Credit - - - Monetary Policy
    • E62 - Macroeconomics and Monetary Economics - - Macroeconomic Policy, Macroeconomic Aspects of Public Finance, and General Outlook - - - Fiscal Policy; Modern Monetary Theory
    • H12 - Public Economics - - Structure and Scope of Government - - - Crisis Management
    • H63 - Public Economics - - National Budget, Deficit, and Debt - - - Debt; Debt Management; Sovereign Debt

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