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Explaining Economic Growth: Factor Accumulation, Total Factor Productivity Growth, and Production Efficiency Improvement

Author

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  • Yasmina Reem Limam

    (COMETE-Engineering, Tunis)

  • Stephen M. Miller

    (University of Nevada, Las Vegas, and University of Connecticut)

Abstract

This paper examines cross-country patterns of economic growth by estimating a stochastic frontier production function for 80 developed and developing countries and decomposing output change into factor accumulation, total factor productivity growth, and production efficiency improvement. In addition, this paper incorporates the quality of inputs in analyzing output growth, where the productivity of capital depends on its average age, while the productivity of labor depends on its average level of education. Our growth decomposition involves five geographic regions - Africa, East Asian, Latin America, South Asia, and the West. Factor growth, especially capital accumulation, generally proves much more important than either the improved quality of factors or total factor productivity growth in explaining output growth. The quality of capital positively and significantly affects output growth in all groups. The quality of labor, however, only possesses a positive and significant effect on output growth in Africa, East Asia, and the West. Labor quality owns a negative and significant effect in Latin America and South Asia.

Suggested Citation

  • Yasmina Reem Limam & Stephen M. Miller, 2004. "Explaining Economic Growth: Factor Accumulation, Total Factor Productivity Growth, and Production Efficiency Improvement," Working papers 2004-20, University of Connecticut, Department of Economics.
  • Handle: RePEc:uct:uconnp:2004-20
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    Cited by:

    1. Danish Ahmed SIDDIQUI & Qazi Masood AHMED, 2019. "Are institutions a crucial determinant of cross country economic efficiency? A two-stage double bootstrap data envelopment analysis," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(1(618), S), pages 89-114, Spring.
    2. Alali, Walid Y., 2010. "Cross Countries Economic Performances - SPF Approach," EconStor Preprints 269923, ZBW - Leibniz Information Centre for Economics.
    3. Walid Y Alali, 2009. "Cross Countries Economic Performances - SPF Approach," Post-Print hal-03832570, HAL.
    4. Grace G Kgakge-Tabengwa, 2014. "Impact of Shocks to Public Debt and Government Expenditure on Human Capital and Growth in Developing Countries," Journal of Economics and Behavioral Studies, AMH International, vol. 6(1), pages 44-67.
    5. Pedro Andres Garzon Delvaux & Heinrich Hockmann & Peter Voigt & Pavel Ciaian & Sergio Gomez y Paloma, 2018. "The impact of private R&D on the performance of food-processing firms: Evidence from Europe, Japan and North America," JRC Research Reports JRC104144, Joint Research Centre.
    6. Ömer Yalçınkaya & İbrahim Hüseyni & Ali Kemal Çelik, 2017. "The Impact of Total Factor Productivity on Economic Growth for Developed and Emerging Countries: A Second-generation Panel Data Analysis," Margin: The Journal of Applied Economic Research, National Council of Applied Economic Research, vol. 11(4), pages 404-417, November.
    7. Jangraiz KHAN & Zilakat Khan MALIK, 2015. "Education-Economic Growth Nexus: A Review," Journal of Economic and Social Thought, KSP Journals, vol. 2(2), pages 121-126, June.
    8. Danish Ahmed SIDDIQUI & Qazi Masood AHMED, 2019. "Exploring the role of institutions in cross country Malmquist productivity analysis: A two-stage double bootstrap DEA approach," Theoretical and Applied Economics, Asociatia Generala a Economistilor din Romania - AGER, vol. 0(4(621), W), pages 241-264, Winter.
    9. Khalafalla Ahmed Mohamed Arabi & Suliman Zakaria Suliman Abdalla, 2013. "The Impact of Human Capital on Economic Growth: Empirical Evidence from Sudan," Research in World Economy, Research in World Economy, Sciedu Press, vol. 4(2), pages 43-53, September.
    10. Bos, J.W.B. & Economidou, C. & Koetter, M., 2010. "Technology clubs, R&D and growth patterns: Evidence from EU manufacturing," European Economic Review, Elsevier, vol. 54(1), pages 60-79, January.
    11. Zhiyang Shen & Vivian Valdmanis, 2022. "Assessing total factor productivity across Africa: an empirical investigation," Journal of Productivity Analysis, Springer, vol. 58(2), pages 239-253, December.
    12. Alali, Walid Y., 2009. "Economic Performance and Institutions: Measuring Technical Efficiency Using SPF Approach," MPRA Paper 114336, University Library of Munich, Germany, revised Aug 2009.
    13. Li, Ke & Lin, Boqiang, 2017. "Economic growth model, structural transformation, and green productivity in China," Applied Energy, Elsevier, vol. 187(C), pages 489-500.
    14. Efthymios G. Tsionas & Kien C. Tran & Panayotis G. Michaelides, 2019. "Bayesian inference in threshold stochastic frontier models," Empirical Economics, Springer, vol. 56(2), pages 399-422, February.
    15. Subal Kumbhakar & Raquel Ortega-Argilés & Lesley Potters & Marco Vivarelli & Peter Voigt, 2012. "Corporate R&D and firm efficiency: evidence from Europe’s top R&D investors," Journal of Productivity Analysis, Springer, vol. 37(2), pages 125-140, April.
    16. Nkamleu, Guy Blaise & Sylla, Kalilou & Zonon, Abdoulaye, 2008. "What accounts for growth in African agriculture," MPRA Paper 11102, University Library of Munich, Germany, revised 2008.
    17. Yasmina Rim Limam & Stephen M. Miller & Giampaolo Garzarelli, 2016. "Decomposition of Output Growth in the Presence of Input Quality: A Stochastic Frontier Approach," Working papers 2016-13, University of Connecticut, Department of Economics.
    18. Hockmann, Heinrich & Garzon Delvaux, Pedro Andres & Voigt, Peter & Ciaian, Pavel & Gomez y Paloma, Sergio, 2018. "Corporate R&D and the performance of food-processing firms: Evidence from Europe, Japan and North America," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 7(3), pages 233-247.
    19. Marco G. Ercolani & Zheng Wei, 2010. "An Empirical Analysis of the Lewis-Ranis-FEi Theory of Dualistic Economic Development for China," Discussion Papers 10-06, Department of Economics, University of Birmingham.
    20. Deeti Saha, 2020. "Comparative Analysis of Economic Performance of SAARC Countries Based on the Estimated Cobb-Douglas Production Function," International Journal of Science and Business, IJSAB International, vol. 4(10), pages 39-63.
    21. repec:agr:journl:v:4(621):y:2019:i:4(621):p:241-264 is not listed on IDEAS
    22. Bos, J.W.B. & Economidou, C. & Koetter, M. & Kolari, J.W., 2010. "Do all countries grow alike?," Journal of Development Economics, Elsevier, vol. 91(1), pages 113-127, January.
    23. repec:agr:journl:v:1(618):y:2019:i:1(618):p:89-114 is not listed on IDEAS
    24. Kailash Chandra Pradhan & Shrabani Mukherjee, 2018. "Examining Technical Efficiency in Indian Agricultural Production Using Production Frontier Model," South Asia Economic Journal, Institute of Policy Studies of Sri Lanka, vol. 19(1), pages 22-42, March.
    25. Nkamleu, Guy Blaise, 2008. "Investigating the Sources of Agricultural Growth in Africa: Factor Accumulation, Total Factor Productivity, and Technology Absorption," 2007 Second International Conference, August 20-22, 2007, Accra, Ghana 52108, African Association of Agricultural Economists (AAAE).

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    More about this item

    Keywords

    Productivity; Efficiency; Growth Accounting;
    All these keywords.

    JEL classification:

    • F43 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Economic Growth of Open Economies
    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence

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