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The Product Space and Its Consequences for Economic Development. Cesar A. Hidalgo. Center for Complex Network Research, Department of Physics, University of Notre Dame. Area of countries proportional to GDP. Source: worldmapper.org. Production Function. GDP per capita.
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The Product Space and Its Consequences for Economic Development Cesar A. Hidalgo Center for Complex Network Research, Department of Physics, University of Notre Dame
Area of countries proportional to GDP. Source: worldmapper.org
Production Function GDP per capita Labor, Land, Capital, Technological Sophistication Robinson, J. (1953) The production function and the theory of capital, Review of Economic Studies, vol XXI, 1953, pp. 81-106
Share of the ith product on the basket of country c at time t Share of the ith product on the basket of the world at time t fij=P(RCAi|RCAj) Fij = min{P(RCAi|RCAj),P(RCAj|RCAi)} B. Balassa, The Review of Economics and Statistics68, 315 (1986).
Simple Graph: Symmetric, Binary. Directed Graph: Non-Symmetric, Binary. Directed and Weighted Graph: Any Matrix
Feenstra’s Trade Flows(1) sitc-4 import and export data. (1) Feenstra, R. R. Lipsey, H. Deng, A. Ma and H. Mo. 2005. “World Trade Flows: 1962-2000”NBER working paper 11040. National Bureau of Economic Research, Cambridge MA.
Threshold = 0.55 Number of Links = 1525
Hausmann, Hwang and Rodrik (2006), NBER Working Paper 11905, (2006) $ 30k $ 32k $ 44k $ 31k $ 32k $ 30k $ 8k $ 5k $ 7k PRODY = $ 34k = $ 12k PRODY
Organo Sulphur Compounds Footwear Undergarments made of Cotton Phenols Coats and Jackets Cyclic Alcohols
KEY Denotes where region has RCA
Density Discovery Factor wj = Fraction of the product space that seems to be developed fromthe jth product perspective Hj = Increase in density betweentransition product and undevelopedproducts.
Discovery Factor Density
Conclusion We showed: • Product space is heterogeneous • Constrains the development of RCA • Rich and poor countries are located in distinct places of it • Development Strategies should be different for rich and poor countries • The structure of the space preventseconomical convergence
http://www.nd.edu/~chidalgo http://austria.phys.nd.edu/productspace
Stable..? • Pearson’s Correlation Coefficient Between the Matrices. 0.7022 0.696 0.616
Node Size Proportional to Increase on World Trade