The Structure and Growth of World Trade, and the Role of Europe in the Global Economy

Sufrauj, Shamnaaz and Schiavo, Stefano and Riccaboni, Massimo (2014): The Structure and Growth of World Trade, and the Role of Europe in the Global Economy.

Abstract

This paper presents a simple stochastic model of proportionate growth to describe international trade and it applies this set-up to the relationship between export dynamics and economic development. Trade flows are assumed to grow as a geometric Brownian motion while new trade links follow a preferential attachment mechanism, and these two processes are assumed to be independent. This simple set-up accurately describes many of the empirical features that characterize the structure and growth of the international trade network. Furthermore, it reconciles diverging views of industrial policy in the economic development literature: although export is very concentrated so that large bilateral flows are rare, countries characterized by a large number of export relations are more likely to capture such “big hits”. The stochastic model provides a simple benchmark against which we can assess countries’ export performance. We then investigate the determinants of deviation of empirical data from the predictions of the model in terms of the number of “big hits”.

• Item Type: MPRA Paper
• Language: English
• Keywords: export, big hits, development, international trade, industrial policy
• Subjects: F - International Economics > F1 - Trade > F14 - Empirical Studies of Trade; O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development; O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development > O14 - Industrialization ; Manufacturing and Service Industries ; Choice of Technology

References

Armenter, R. and Koren, M. (2010). A balls-and-bins model of trade. Technical Report 7783, Centre for Economic Policy Research, London, UK.

Baldwin, R. and Harrigan, J. (2011). Zeros, quality, and space: trade theory and trade evidence. American Economic Journal: Microeconomics, 3(2):60–88.

Barabási, A.-L. and Albert, R. (1999). Emergence of scaling in random networks. Science, 286(5439):509–512.

Barro, R. J. (2001). Human capital and growth. The American Economic Review, 91(2):12–17. A

Barro, R. J. and Lee, J.-W. (2012). A new data set of educational attainment in the world, 1950-2010. Journal of Development Economics.

Beck, T., Demirgüç-Kunt, A., and Maksimovic, V. (2008). Financing patterns around the world: Are small firms different? Journal of Financial Economics, 89(3):467–487.

Beck, T. and Demirguc-Kunt, A. (2009). Financial institutions and markets across countries and over time - data and analysis. World Bank Policy Research Working Paper Series, 4943.

Beck, T., Demirguc-Kunt, A., and Levine, R. (2000). A new database on financial development and structure. World Bank Economic Review, 14:597–605.

Beckerman, W. (1956). Distance and the pattern of intra-european trade. The Review of Eco- nomics and Statistics, 38(1):31–40.

Bee, M. (2006). Estimating the parameters in the loss distribution approach: how can we deal with truncated data? In Davis, E., editor, The advanced measurement approach to operational risk, pages 123–144. Riskbooks, London.

Besedeš, T. and Prusa, T. J. (2011). The role of extensive and intensive margins and export growth. Journal of Development Economics, 96(2):371–379.

Bhattacharya, K., Mukherjee, G., Saramäki, J., Kaski, K., and Manna, S. S. (2008). The in- ternational trade network: weighted network analysis and modelling. Journal of Statistical Mechanics: Theory and Experiment, 2008(02):P02002.

Blomstrom, M., Lipsey, R. E., and Zejan, M. (1994). What explains developing country growth? In Convergence of productivity: cross-national studies and historical evidence. National Bureau of Economic Research.

Buchinsky, M. (1994). Changes in the U.S. wage structure 1963-1987: application of quantile regression. Econometrica, 62(2):405–458.

Buchinsky, M. (1998). The dynamics of changes in the female wage distribution in the USA: a quantile regression approach. Journal of applied econometrics, 13(1):1–30.

Cadot, O., Carrère, C., and Strauss-Kahn, V. (2009). Export diversification: What’s behind the hump? Working Paper 200934, CERDI.

Canning, D., Amaral, L., Lee, Y., Meyer, M., and Stanley, H. (1998). Scaling the volatility of GDP growth rates. Economics Letters, 60(3):335–341.

Chaney, T. (2011). The network structure of international trade. CEPR Discussion Paper, No. DP8240.

Easterly, W., Reshef, A., and Schwenkenberg, J. (2009). The power of exports. World Bank Policy Research Working Paper Series, 5081.

Ellison, G. and Glaeser, E. L. (1997). Geographic concentration in U.S. manufacturing industries: a dartboard approach. Journal of Political Economy, 105(5):889–927.

Fagiolo, G., Reyes, J., and Schiavo, S. (2009). World-trade web: Topological properties, dynamics, and evolution. Physical Review E, 79(3):36115.

Faloutsos, M., Faloutsos, P., and Faloutsos, C. (1999). On power-law relationships of the internet topology. In ACM SIGCOMM Computer Communication Review, volume 29, 251–262.

Gaulier, G. and Zignago, S. (2010). Baci: international trade database at the product-level (the 1994-2007 version). Working Paper 2010-23, CEPII.

Guimera, R., Mossa, S., Turtschi, A., and Amaral, L. N. (2005). The worldwide air transportation network: Anomalous centrality, community structure, and cities’ global roles. Proceedings of the National Academy of Sciences, 102(22):7794–7799.

Hausman, J. A. (1978). Specification tests in econometrics. Econometrica, 46(6):1251–1271.

Hausmann, R. and Hidalgo, C. A. (2011). The network structure of economic output. Journal of Economic Growth, 16(4):309–342.

Hausmann, R. and Rodrik, D. (2003). Economic development as self-discovery. Journal of Development Economics, 72(2):603–633.

Hausmann, R. and Rodrik, D. (2005). Self-discovery in a development strategy for El Salvador. Economia, 6(1):43–101.

Helpman, E., Melitz, M., and Rubinstein, Y. (2008). Estimating trade flows: trading partners and trading volumes. The Quarterly Journal of Economics, 123(2):441–487.

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

Hidalgo, C. A., Klinger, B., Barabási, A.-L., and Hausmann, R. (2007). The product space conditions the development of nations. Science, 317(5837):482–487.

Hummels, D. and Klenow, P. J. (2005). The variety and quality of a nation’s exports. The American Economic Review, 95(3):704–723.

Imbs, J. and Wacziarg, R. (2003). Stages of diversification. American Economic Review, 63–86.

Jackson, M. O. (2008). Social and economic networks. Princeton University Press.

Kaldor, N. (1957). A model of economic growth. The Economic Journal, 67(268):591–624.

King, R. G. and Levine, R. (1993). Finance and growth: Schumpeter might be right. The Quarterly Journal of Economics, 108(3):717–737.

Koenker, R. (2006). Quantile regresssion. In Encyclopedia of Environmetrics. John Wiley & Sons, Ltd.

Koenker, R. and Bassett Jr, G. (1978). Regression quantiles. Econometrica: journal of the Econometric Society, page 33–50.

Krautheim, S. (2012). Heterogeneous firms, exporter networks and the effect of distance on international trade. Journal of International Economics, 87(1):27–35.

Magnus, J. R., Powell, O., and Prüfer, P. (2010). A comparison of two model averaging techniques with an application to growth empirics. Journal of Econometrics, 154(2):139–153.

Magnus, J. R., Wan, A. T., and Zhang, X. (2011). Weighted average least squares estimation with nonspherical disturbances and an application to the hong kong housing market. Computational Statistics & Data Analysis, 55(3):1331-1341.

Melitz, M. J. (2003). The impact of trade on intra-industry reallocations and aggregate industry productivity. Econometrica, 71(6):1695–1725.

Miura, H. (2011). SGL: stata graph library for network analysis. CHI11 Stata Conference 7, Stata Users Group.

Nair-Reichert, U. and Weinhold, D. (2001). Causality tests for cross-country panels: a new look at fdi and economic growth in developing countries. Oxford Bulletin of Economics and Statistics, 63(2):153–171.

Onnela, J.-P., Saram aki, J., Hyv onen, J., Szabó, G., Lazer, D., Kaski, K., Kertész, J., and Barabási, A.-L. (2007). Structure and tie strengths in mobile communication networks. Proceedings of the National Academy of Sciences, 104(18):7332–7336.

Riccaboni, M. and Schiavo, S. (2010). Structure and growth of weighted networks. New Journal of Physics, 12(2):023003.

Rigobon, R. and Rodrik, D. (2005). Rule of law, democracy, openness, and income. Economics of Transition, 13(3):533?564.

Rodrik, D. (2004). Industrial policy for the twenty-first century. CEPR Discussion Paper, No. 4767.

Rodrik, D. (2012). Why we learn nothing from regressing economic growth on policies. Seoul Journal of Economics, 25(2):137–151.

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

Simon, H. A. (1955). On a class of skew distribution functions. Biometrika, 42(3/4):425–440.

Simon, H. A. and Ijiri, Y. (1977). Skew distributions and the size of business firms. Amsterdam, North Holland.

Soramaki, K., Bech, M. L., Arnold, J., Glass, R. J., and Beyeler, W. E. (2007). The topology of interbank payment flows. Physica A: Statistical Mechanics and its Applications, 379(1):317–333.

Stanley, M. H. R., Amaral, L. A. N., Buldyrev, S. V., Havlin, S., Leschhorn, H., Maass, P., Salinger, M. A., and Stanley, H. E. (1996). Scaling behaviour in the growth of companies. Nature, 379(6568):804–806.

Stiglitz, J. E., Lin, J. Y., and Monga, C. (2013). The rejuvenation of industrial policy. Policy Research Working Paper 6628, The World Bank.

Yamasaki, K., Matia, K., Fu, D., Buldyrev, S. V., Pammolli, F., Riccaboni, M., and Stanley, H. E. (2006). Preferential attachment and growth dynamics in complex systems. Physical Review E, Statistical, Nonlinear and Soft Matter Physics, 74:035103.