Economic Complexity, Human Capital and Income Inequality: A Cross-Country Analysis

Lee, Kangkook and Vu, Trung (2019): Economic Complexity, Human Capital and Income Inequality: A Cross-Country Analysis.

Abstract

This paper investigates the relationship between economic complexity, a measure of economic structures, and income inequality. Using a cross-country OLS regression, we show that countries with economic structures geared toward complex products enjoy a lower level of inequality. Human capital is found to magnify this correlation. Different measures of human capital also have differentiated interaction effects. Concerns about the endogeneity bias of OLS estimates motivate us to estimate a dynamic panel data model, using a system GMM estimator. We find that an increase in economic complexity provokes higher inequality.

• Item Type: MPRA Paper
• Language: English
• Keywords: Economic complexity, human capital, income inequality, system GMM.
• Subjects: F - International Economics > F1 - Trade > F16 - Trade and Labor Market Interactions; F - International Economics > F4 - Macroeconomic Aspects of International Trade and Finance > F40 - General; O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development > O11 - Macroeconomic Analyses of Economic Development; O - Economic Development, Innovation, Technological Change, and Growth > O1 - Economic Development > O15 - Human Resources ; Human Development ; Income Distribution ; Migration

References

Abdullah, A., Doucouliagos, H. & Manning, E. (2015) "Does Education Reduce Income Inequality? A Meta-Regression Analysis", Journal of Economic Surveys, Vol. 29, No. 2, pp. 301-316.

Ahluwalia, M. S. (1976) "Income Distribution and Development: Some Stylized Facts", The American Economic Review, Vol. 66, No. 2, pp. 128-135.

Alesina, A. & Perotti, R. (1996) "Income Distribution, Political Instability, and Investment", European Economic Review, Vol. 40, No. 6, pp. 1203-1228.

Arellano, M. & Bond, S. (1991) "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations", The Review of Economic Studies, Vol. 58, No. 2, pp. 277-297.

Arellano, M. & Bover, O. (1995) "Another Look at the Instrumental Variable Estimation of Error-Components Models", Journal of Econometrics, Vol. 68, No. 1, pp. 29-51.

Atkin, D. (2016) "Endogenous Skill Acquisition and Export Manufacturing in Mexico", American Economic Review, Vol. 106, No. 8, pp. 2046-85.

Balassa, B. (1965) "Trade Liberalisation and “Revealed” Comparative Advantage", The Manchester School, Vol. 33, No. 2, pp. 99-123.

Banerjee, A. V. & Duflo, E. (2003) "Inequality and Growth: What Can the Data Say?", Journal of Economic Growth, Vol. 8, No. 3, pp. 267-299.

Barro, R. J. (2000) "Inequality and Growth in a Panel of Countries", Journal of Economic Growth, Vol. 5, No. 1, pp. 5-32.

Barro, R. J. (2008) "Inequality and Growth Revisited". Asian Development Bank: ADB Working paper series on regional economic integration.

Barro, R. J. & Lee, J. W. (2013) "A New Data Set of Educational Attainment in the World, 1950–2010", Journal of Development Economics, Vol. 104, pp. 184-198.

Benabou, R. (1996) "Inequality and Growth", NBER Macroeconomics Annual, Vol. 11, pp. 11-74.

Berg, A. G. & Osrty, J. D. (2013) "Inequality and Unsustainable Growth: Two Sides of the Same Coin?", International Organisations Research Journal, Vol. 8, No. 4, pp. 77-99.

Blundell, R. & Bond, S. (1998) "Initial Conditions and Moment Restrictions in Dynamic Panel Data Models", Journal of Econometrics, Vol. 87, No. 1, pp. 115-143.

Brown, P. (1999) "Globalisation and the Political Economy of High Skills", Journal of Education and Work, Vol. 12, No. 3, pp. 233-251.

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, Vol. 7, No. 10, pp. e47278.

Cameron, A. C. & Trivedi, P. K. (2005) Microeconometrics: Methods and Applications, Cambridge: Cambridge University Press.

Chenery, H. B. & Taylor, L. (1968) "Development Patterns: Among Countries and over Time", The Review of Economics and Statistics, Vol. 50, No. 4, pp. 391-416.

Constantine, C. (2017) "Economic Structures, Institutions and Economic Performance", Journal of Economic Structures, Vol. 6, No. 1, pp. 1-18.

Costanza, R., Hart, M., Talberth, J. & Posner, S. (2009) "Beyond Gdp: The Need for New Measures of Progress", The Pardee Papers.

Dahlberg, S., Holmberg, S., Rothstein, B., Khomenko, A. & Svensson, R. (2016) "The Quality of Government Basic Dataset, Version Jan16", University of Gothenburg: The Quality of Government Institute. University of Gothenburg: The Quality of Government Institute.

Daude, C., Nagengast, A. & Perea, J. R. (2016) "Productive Capabilities: An Empirical Analysis of Their Drivers", The Journal of International Trade & Economic Development, Vol. 25, No. 4, pp. 504-535.

Deininger, K. & Squire, L. (1996) "A New Data Set Measuring Income Inequality", The World Bank Economic Review, Vol. 10, No. 3, pp. 565-591.

Easterly, W. (2007) "Inequality Does Cause Underdevelopment: Insights from a New Instrument", Journal of Development Economics, Vol. 84, No. 2, pp. 755-776.

Felipe, J., Kumar, U., Abdon, A. & Bacate, M. (2012) "Product Complexity and Economic Development", Structural Change and Economic Dynamics, Vol. 23, No. 1, pp. 36-68.

Galbraith, J. K. (2007) "Global Inequality and Global Macroeconomics", Journal of Policy Modeling, Vol. 29, No. 4, pp. 587-607.

Hartmann, D. (2014) Economic Complexity and Human Development: How Economic Diversification and Social Networks Affect Human Agency and Welfare, New York: Routledge.

Hartmann, D., Guevara, M. R., Jara-Figueroa, C., Aristarán, M. & Hidalgo, C. A. (2017) "Linking Economic Complexity, Institutions, and Income Inequality", World Development, Vol. 93, No. Supplement C, pp. 75-93.

Hartmann, D., Jara-Figueroa, C., Guevara, M., Simoes, A. & Hidalgo, C. S. A. (2016) "The Structural Constraints of Income Inequality in Latin America", Integration & Trade Journal No. 40.

Hausmann, R., Hidalgo, C. A., Bustos, S., Coscia, M., Simoes, A. & Yildirim, M. A. (2014) The Atlas of Economic Complexity: Mapping Paths to Prosperity, Cambridge: MIT Press.

Hausmann, R., Hwang, J. & Rodrik, D. (2007) "What You Export Matters", Journal of Economic Growth, Vol. 12, No. 1, pp. 1-25.

Hausmann, R. & Rodrik, D. (2003) "Economic Development as Self-Discovery", Journal of Development Economics, Vol. 72, No. 2, pp. 603-633.

Hidalgo, C. (2015) Why Information Grows: The Evolution of Order, from Atoms to Economies, New York: Basic Books.

Hidalgo, C. A. & Hausmann, R. (2009) "The Building Blocks of Economic Complexity", Proceedings of the National Academy of Sciences, Vol. 106, No. 26, pp. 10570-10575.

Hodgson, G. M. (2003) "Capitalism, Complexity, and Inequality", Journal of Economic Issues, Vol. 37, No. 2, pp. 471-478.

Kaldor, N. (1967) Strategic Factors in Economic Development, New York: Cornell University Press.

Kurita, K. & Kurosaki, T. (2011) "Dynamics of Growth, Poverty and Inequality: A Panel Analysis of Regional Data from Thailand and the Philippines", Asian Economic Journal, Vol. 25, No. 1, pp. 3-33.

Kuznets, S. (1955) "Economic Growth and Income Inequality", The American Economic Review, Vol. 45, No. 1, pp. 1-28.

Kuznets, S. (1973) "Modern Economic Growth: Findings and Reflections", The American Economic Review, Vol. 63, No. 3, pp. 247-258.

Kuznets, S. & Murphy, J. T. (1966) Modern Economic Growth: Rate, Structure, and Spread, New Haven: Yale University Press.

Lewis, W. (1955) The Theory of Economic Growth, London: George Allen & Unwin.

Myrdal, G. (1957) Economic Theory and Underdeveloped Regions, London: Gerald Duckworth.

North, D. (1990) Institution, Institutional Change and Economic Performance, Cambridge Cambridge University Press.

Palma, J. G. (2011) "Homogeneous Middles Vs. Heterogeneous Tails, and the End of the ‘Inverted-U’: It's All About the Share of the Rich", Development and Change, Vol. 42, No. 1, pp. 87-153.

Perotti, R. (1996) "Growth, Income Distribution, and Democracy: What the Data Say", Journal of Economic growth, Vol. 1, No. 2, pp. 149-187.

Persson, T. & Tabellini, G. (1994) "Is Inequality Harmful for Growth?", The American Economic Review, Vol. 84, No. 3, pp. 600-621.

Romer, D. (2012) Advanced Macroeconomics, New York: McGraw-Hill.

Roodman, D. (2009) "A Note on the Theme of Too Many Instruments", Oxford Bulletin of Economics and Statistics, Vol. 71, No. 1, pp. 135-158.

Rostow, W. W. (1959) "The Stages of Economic Growth", The Economic History Review, Vol. 12, No. 1, pp. 1-16.

Sbardella, A., Pugliese, E. & Pietronero, L. (2017) "Economic Development and Wage Inequality: A Complex System Analysis", PloS one, Vol. 12, No. 9, pp. e0182774.

Schumpeter, J. A. (1934) The Theory of Economic Development – an Inquiry into Profits, Capital, Credit, Interest, and the Business Cycle, Cambridge, MA: Havard University Press.

Stiglitz, J. E. (1996) "Some Lessons from the East Asian Miracle", The World Bank Research Observer, Vol. 11, No. 2, pp. 151-177.

Stiglitz, J. E., Sen, A. & Fitoussi, J.-P. (2010) "Report by the Commission on the Measurement of Economic Performance and Social Progress". Paris: Commission on the Measurement of Economic Performance and Social Progress.

Sweet, C. M. & Eterovic Maggio, D. S. (2015) "Do Stronger Intellectual Property Rights Increase Innovation?", World Development, Vol. 66, No. Supplement C, pp. 665-677.

Tsakloglou, P. & Antoninis, M. (1999) "On the Distributional Impact of Public Education: Evidence from Greece", Economics of Education Review, Vol. 18, No. 4, pp. 439-452.

Wooldridge, J. M. (2013) Introductory Econometrics: A Modern Approach, Mason: South-Western Cengage Learning.

Zhu, S. & Fu, X. (2013) "Drivers of Export Upgrading", World Development, Vol. 51, pp. 221-233.

Zhu, S. & Li, R. (2017) "Economic Complexity, Human Capital and Economic Growth: Empirical Research Based on Cross-Country Panel Data", Applied Economics, Vol. 49, No. 38, pp. 3815-3828.

Zweimüller, J. (2000) "Schumpeterian Entrepreneurs Meet Engel's Law: The Impact of Inequality on Innovation-Driven Growth", Journal of Economic Growth, Vol. 5, No. 2, pp. 185-206.