The Network Structure of Economic Output
AbstractMuch of the analysis of economic growth has focused on the study of aggregate output. Here, we deviate from this tradition and look instead at the structure of output embodied in the network connecting countries to the products that they export.We characterize this network using four structural features: the negative relationship between the diversification of a country and the average ubiquity of its exports, and the non-normal distributions for product ubiquity, country diversification and product co-export. We model the structure of the network by assuming that products require a large number of non-tradable inputs, or capabilities, and that countries differ in the completeness of the set of capabilities they have. We solve the model assuming that the probability that a country has a capability and that a product requires a capability are constant and calibrate it to the data to find that it accounts well for all of the network features except for the heterogeneity in the distribution of country diversification. In the light of the model, this is evidence of a large heterogeneity in the distribution of capabilities across countries. Finally, we show that the model implies that the increase in diversification that is expected from the accumulation of a small number of capabilities is small for countries that have a few of them and large for those with many. This implies that the forces that help drive divergence in product diversity increase with the complexity of the global economy when capabilities travel poorly.
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Bibliographic InfoPaper provided by arXiv.org in its series Papers with number 1101.1707.
Date of creation: Jan 2011
Date of revision: Feb 2012
Publication status: Published in Journal of Economic Growth (2011) 16:309-342
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Web page: http://arxiv.org/
Other versions of this item:
- O11 - Economic Development, Technological Change, and Growth - - Economic Development - - - Macroeconomic Analyses of Economic Development
- O14 - Economic Development, Technological Change, and Growth - - Economic Development - - - Industrialization; Manufacturing and Service Industries; Choice of Technology
- O33 - Economic Development, Technological Change, and Growth - - Technological Change; Research and Development; Intellectual Property Rights - - - Technological Change: Choices and Consequences; Diffusion Processes
- O57 - Economic Development, Technological Change, and Growth - - Economywide Country Studies - - - Comparative Studies of Countries
- F43 - International Economics - - Macroeconomic Aspects of International Trade and Finance - - - Economic Growth of Open Economies
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- Hausmann, Ricardo & Rodriguez, Francisco & Wagner, Rodrigo, 2006.
Working Paper Series
rwp06-046, Harvard University, John F. Kennedy School of Government.
- Daron Acemoglu & Pol Antràs & Elhanan Helpman, 2007.
"Contracts and Technology Adoption,"
American Economic Review,
American Economic Association, vol. 97(3), pages 916-943, June.
- Romer, Paul M, 1986.
"Increasing Returns and Long-run Growth,"
Journal of Political Economy,
University of Chicago Press, vol. 94(5), pages 1002-37, October.
- Martin L. Weitzman, 1995.
Harvard Institute of Economic Research Working Papers
1722, Harvard - Institute of Economic Research.
- Andrés Rodríguez-Clare, 2005.
"Clusters and Comparative Advantage: Implications for Industrial Policy,"
Research Department Publications
4391, Inter-American Development Bank, Research Department.
- Rodriguez-Clare, Andres, 2007. "Clusters and comparative advantage: Implications for industrial policy," Journal of Development Economics, Elsevier, vol. 82(1), pages 43-57, January.
- Melitz, Marc J, 2002.
"The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity,"
CEPR Discussion Papers
3381, C.E.P.R. Discussion Papers.
- 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.
- Mark J. Melitz, 2002. "The Impact of Trade on Intra-Industry Reallocations and Aggregate Industry Productivity," NBER Working Papers 8881, National Bureau of Economic Research, Inc.
- Grossman, Gene M & Helpman, Elhanan, 1991.
"Quality Ladders in the Theory of Growth,"
Review of Economic Studies,
Wiley Blackwell, vol. 58(1), pages 43-61, January.
- Gene M. Grossman & Elhanan Helpman, 1991. "Quality Ladders in the Theory of Growth," NBER Working Papers 3099, National Bureau of Economic Research, Inc.
- Grossman, G.M. & Helpman, E., 1989. "Quality Ledders In The Theory Of Growth," Papers 148, Princeton, Woodrow Wilson School - Public and International Affairs.
- Aghion, P. & Howitt, P., 1990.
"A Model Of Growth Through Creative Destruction,"
DELTA Working Papers
90-12, DELTA (Ecole normale supérieure).
- Philippe Aghion & Peter Howitt, 1990. "A Model of Growth Through Creative Destruction," NBER Working Papers 3223, National Bureau of Economic Research, Inc.
- Aghion, P. & Howitt, P., 1989. "A Model Of Growth Through Creative Destruction," UWO Department of Economics Working Papers 8904, University of Western Ontario, Department of Economics.
- Aghion, P. & Howitt, P., 1989. "A Model Of Growth Through Creative Destruction," Working papers 527, Massachusetts Institute of Technology (MIT), Department of Economics.
- Murphy, Kevin M & Shleifer, Andrei & Vishny, Robert W, 1989.
"Industrialization and the Big Push,"
Journal of Political Economy,
University of Chicago Press, vol. 97(5), pages 1003-26, October.
- Kevin M. Murphy & Andrei Shleifer & Robert W. Vishny, 1988. "Industrialization and the Big Push," NBER Working Papers 2708, National Bureau of Economic Research, Inc.
- Murphy, Kevin M. & Shleifer, Andrei & Vishny, Robert W., 1989. "Industrialization and the Big Push," Scholarly Articles 3606235, Harvard University Department of Economics.
- Tomoya Mori & Koji Nishikimi & Tony E. Smith, 2008. "The Number-Average Size Rule: A New Empirical Relationship Between Industrial Location And City Size," Journal of Regional Science, Wiley Blackwell, vol. 48(1), pages 165-211.
- Robert C. Feenstra & Robert E. Lipsey & Haiyan Deng & Alyson C. Ma & Hengyong Mo, 2005. "World Trade Flows: 1962-2000," NBER Working Papers 11040, National Bureau of Economic Research, Inc.
- Guillaume Gaulier & Soledad Zignago, 2010.
"BACI: International Trade Database at the Product-Level. The 1994-2007 Version,"
2010-23, CEPII research center.
- Gaulier, Guillaume & Zignago, Soledad, 2004. "Notes on BACI (analytical database of international trade). 1989-2002 version," MPRA Paper 32401, University Library of Munich, Germany.
- Paul Krugman, 2009. "The Increasing Returns Revolution in Trade and Geography," American Economic Review, American Economic Association, vol. 99(3), pages 561-71, June.
- Dixit, Avinash K & Stiglitz, Joseph E, 1977.
"Monopolistic Competition and Optimum Product Diversity,"
American Economic Review,
American Economic Association, vol. 67(3), pages 297-308, June.
- Dixit, Avinash K & Stiglitz, Joseph E, 1975. "Monopolistic Competition and Optimum Product Diversity," The Warwick Economics Research Paper Series (TWERPS) 64, University of Warwick, Department of Economics.
- Pier Saviotti & Koen Frenken, 2008. "Export variety and the economic performance of countries," Journal of Evolutionary Economics, Springer, vol. 18(2), pages 201-218, April.
- C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
- Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
- Peter Klimek & Ricardo Hausmann & Stefan Thurner, 2011.
"Empirical confirmation of creative destruction from world trade data,"
- Klimek, Peter & Hausmann, Ricardo & Thurner, Stefan, 2012. "Empirical Confirmation of Creative Destruction from World Trade Data," Working Paper Series rwp12-022, Harvard University, John F. Kennedy School of Government.
- Poncet, Sandra & de Waldemar, Felipe Starosta, 2013.
"Product relatedness and firm exports in China,"
Policy Research Working Paper Series
6676, The World Bank.
- Ferrarini, Benno & Scaramozzino, Pasquale, 2013.
"Complexity, Specialization, and Growth,"
ADB Economics Working Paper Series
344, Asian Development Bank.
- Poncet, Sandra & Starosta de Waldemar, Felipe, 2013. "Export Upgrading and Growth: The Prerequisite of Domestic Embeddedness," World Development, Elsevier, vol. 51(C), pages 104-118.
- Sandra Poncet & Felipe Starosta de Waldemar, 2012. "Export upgrading and growth: the prerequisite of domestic embeddedness," Working Papers 2012-26, CEPII research center.
- Alessandra Colombelli & Jackie Krafft & Francesco Quatraro, 2012. "The emergence of new technology-based sectors at the regional level: a proximity-based analysis of nanotechnology," Papers in Evolutionary Economic Geography (PEEG) 1211, Utrecht University, Section of Economic Geography, revised Jun 2012.
- Ron Boschma & Asier Minondo & Mikel Navarro, 2012. "The emergence of new industries at the regional level in Spain. A proximity approach based on product-relatedness," Papers in Evolutionary Economic Geography (PEEG) 1201, Utrecht University, Section of Economic Geography, revised Jan 2012.
- Lant Pritchett, Charles Kenny, 2013. "Promoting Millennium Development Ideals: The Risks of Defining Development Down-Working Paper 338," Working Papers 338, Center for Global Development.
- Pritchett, Lant & Kenny, Charles, 2013. "Promoting Millennium Development Ideals: The Risks of Defining Development Down," Working Paper Series rwp13-033, Harvard University, John F. Kennedy School of Government.
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