Growth scenarios for sub-Saharan countries in the framework of economic complexity

Cristelli, Matthieu and Tacchella, Andrea and Zaccaria, Andrea and Pietronero, Luciano (2014): Growth scenarios for sub-Saharan countries in the framework of economic complexity.

Abstract

We present a comparative analysis of the medium-long term perspectives of development for sub-Saharan countries in the framework of economic complexity.

This analysis is made in comparison with the development of Asian tigers. Economic complexity is a data-driven framework which aims at providing a more scientific basis for the economic theory and it has a specific focus on understanding the determinants of growth by means of two new economic dimensions: the country fitness and the product complexity. We argue that the fitness of countries is a quantitative assessment of those intangible assets, which drive the growth. The comparison of this measure for intangibles with monetary figures provides effective insights on the growth potential of countries and defines the fitness-income plane.

The analysis of the dynamics in this plane reveals that most sub-Saharans get stuck in a pre-industrial regime which can be thought as a generalized poverty trap where both income and fitness dimensions are considered. Only Senegal, Kenya, Tanzania, Madagascar and Uganda show a behavior compatible with the early steps of a long term stable and sustained growth, which resembles the one of Vietnam and Malaysia at the beginning of the nineties. As expected, South Africa is the most mature economy of the southern part of Africa. However, its trajectory highlights the concrete risk of an incomplete development of its productive system in terms of diversification, which might concretely jeopardize South Africa’s chance to reach the level of wealth of fully developed countries and put the country at risk of getting stuck in the so-called middle-income trap.

• Item Type: MPRA Paper
• Language: English
• Keywords: economic complexity, economic traps, growth, fitness
• Subjects: F - International Economics > F4 - Macroeconomic Aspects of International Trade and Finance; O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development; O - Economic Development, Innovation, Technological Change, and Growth > O4 - Economic Growth and Aggregate Productivity

References

Acemoglu, D., Johnson, S., & Robinson, J. A. (2005). Institutions as a fundamental cause of long-run growth. Handbook of economic growth, 1, 385–472.

Aghion, P. & Howitt, P. (1992). A Model of Growth through Creative Destruction. Econometrics, Econometric Society, 60(2), 323–51.

Ansu, Y. (2014). Growth with Depth. Technical report, African Center for Economic Transformation.

Anyanwu, J. C. (2014). Factors affecting economic growth in africa: Are there any lessons from china?African Development Review, 26(3), 468–493.

Ashraf, Q. & Galor, O. (2013). The out of africa hypothesis, human genetic diversity, and comparative economic development. The American Economic Review, 103(1), 1–46.

Auerbach, A. J., Hassett, K. A., & Oliner, S. D. (1993). Reassessing the social returns to equipment investment. Technical report, National Bureau of Economic Research.

Balassa, B. (1965). Trade liberalization and ’revealed’ comparative advantage. Manchester School, 33, 99–123.

Beinhocker, E. D. (2006). The origin of wealth. Harvard Business School Press, Boston, 254–258.

Bleaney, M. & Nishiyama, A. (2002). Explaining growth: a contest between models. Journal of Economic Growth, 7(1), 43–56.

Caldarelli, G., Cristelli, M., Gabrielli, A., Pietronero, L., Scala, A., & Tacchella, A. (2012). A network analysis of countries export flows: firm grounds for the building blocks of the economy. PloS one, 7(10), e47278.

Cecconi, F., Cencini, M., Falcioni, M., & Vulpiani, A. (2012). Predicting the future from the past: An old problem from a modern perspective. Ann. J. Phys., 80, 1001.

Cristelli, M., Gabrielli, A., Tacchella, A., Caldarelli, G., & Pietronero, L. (2013). Measuring the intangibles: A metrics for the economic complexity of countries and products. PloS one, 8(8), e70726.

Cristelli, M., Tacchella, A., & Pietronero, L. (2015). The heterogeneous dynamics of economic complexity. PLoS ONE 10(2): e0117174.

Diamond, J. M. & Ordunio, D. (2005). Guns, germs, and steel. National Geographic.

Eichengreen, B., Park, D., & Shin, K. (2013). Growth slowdowns redux: New evidence on the middle income trap. Technical report, National Bureau of Economic Research.

Fama, E. F. (1970). Efficient capital markets: A review of theory and empirical work. The journal of Finance, 25(2), 383–417.

Galor, O. & Weil, D. N. (2000). Population, technology, and growth: From malthusian stagnation to the demographic transition and beyond. American economic review, 806–828.

Gaulier, G. & Zignago, S. (2009). Baci: International trade database at the product-level.

Heckscher, E. F. & Ohlin, B. G. (1991). Heckscher-Ohlin trade theory. The MIT Press.

Hidalgo, C. A. & Hausmann, R. (2009). The building blocks of economic complexity. Proceedings of the National Academy of Sciences, 106(26), 10570–10575.

Kharas, H. & Kohli, H. (2011). What is the middle income trap, why do countries fall into it, and how can it be avoided? Global Journal of Emerging Market Economies, 3(3), 281–289.

Kormendi, R. C. & Meguire, P. G. (1985). Macroeconomic determinants of growth: cross-country evidence. Journal of Monetary economics, 16(2), 141–163.

Lall, S. (2000). The technological structure and performance of developing country manufactured exports, 1985-98. Oxford development studies, 28(3), 337–369.

Leontief, W. (1953). Domestic production and foreign trade; the american capital position re-examined. Proceedings of the American philosophical Society, 332–349.

Leontief, W. (1956). Factor proportions and the structure of american trade: further theoretical and empirical analysis. The Review of Economics and Statistics, 386–407.

Levine, R. & Renelt, D. (1992). A sensitivity analysis of cross-country growth regressions. The American economic review, 942–963.

Lorenz, E. N. (1969a). Atmospheric predictability as revealed by naturally occurring analogues. J. Atmos. Sci, 26, 636–646.

Lorenz, E. N. (1969b). Three approaches to atmospheric predictability. Bull. Am. Meteorol., 50, 345–349.

Murphy, K. M., Shleifer, A., & Vishny, R. W. (1988). Industrialization and the big push.

Ohno, K. (2009). Avoiding the middle-income trap: renovating industrial policy formulation in vietnam. ASEAN Economic Bulletin, 26(1), 25–43.

Page, L., Brin, S., Motwani, R., & Winograd, T. (1999). The pagerank citation ranking: Bringing order to the web.

Pugliese, E., Chiarotti, G. L., Zaccaria, A., & Pietronero, L. (to appear, 2014). Economic complexity as a determinant of the industrialization of countries: the case of india.

Pugliese, E., Zaccaria, A., & Pietronero, L. (2014). On the convergence of the fitness-complexity algorithm. Working paper.

Ricardo, D. (1891). Principles of political economy and taxation. G. Bell and sons.

Romer, P. M. (1990). Endogenous technological change. Journal of political Economy, S71–S102.

Sachs, J. D., Warner, A., Åslund, A., & Fischer, S. (1995). Economic reform and the process of global integration. Brookings papers on economic activity, 1–118.

Schumpeter, J. A. (1934). The theory of economic development: An inquiry into profits, capital, credit, interest, and the business cycle, volume 55. Transaction Publishers.

Schumpeter, J. A. (1939). Business cycles, volume 1. Cambridge Univ Press.

Smith, A. (1776). The wealth of nations. New York: The Modern Library.

Solow, R. M. (1956). A contribution to the theory of economic growth. The quarterly journal of economics, 65–94.

Sugihara, G., May, R., Ye, H., Hsieh, C.-h., Deyle, E., Fogarty, M., & Munch, S. (2012). Detecting causality in complex ecosystems. science, 338(6106), 496–500.

Tacchella, A., Cristelli, M., Caldarelli, G., Gabrielli, A., & Pietronero, L. (2012). A new metrics for countries’ fitness and products’ complexity. Scientific reports, 2.

Tacchella, A., Cristelli, M., Caldarelli, G., Gabrielli, A., & Pietronero, L. (2013). Economic complexity: conceptual grounding of a new metrics for global competitiveness. Journal of Economic Dynamics and Control, 37(8), 1683–1691.

Tacchella, A., Di Clemente R., G., Gabrielli, A., & Pietronero, L. (2014). The build-up of diversity in complex eco-systems. In preparation.

Weber, M. (2002). The protestant ethic and the spirit of capitalism and other writings, edited, translated, and with an introduction and notes by peter baehr and gordon c. wells.

Zaccaria, A., Cristelli, M., Tacchella, A., & Pietronero, L. (2014). How the Taxonomy of Products Drives the Economic Development of Countries PLoS ONE 9(12): e113770. doi: 10.1371