Kemp-Benedict, Eric (2014): An interpretation and critique of the Method of Reflections.
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Abstract
This paper provides an explication of the Method of Reflections developed by Hidalgo and Hausmann and a critique of their interpretation of the variables that it produces. They show that a quantity they identify with the average complexity of a country’s exports is correlated with log income. We show that their complexity measure is also orthogonal to their country diversity score. This suggests that the two measures capture different kind of information, but what that information might be is unclear. In this paper we propose an alternative interpretation and argue that the correlation between log income and Hausmann et al.’s complexity measure is a consequence of the well-studied relationship between export and income growth.
Item Type: | MPRA Paper |
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Original Title: | An interpretation and critique of the Method of Reflections |
Language: | English |
Keywords: | Method of Reflections; economic complexity; Perron-Frobenius theorem |
Subjects: | C - Mathematical and Quantitative Methods > C6 - Mathematical Methods ; Programming Models ; Mathematical and Simulation Modeling O - Economic Development, Innovation, Technological Change, and Growth > O4 - Economic Growth and Aggregate Productivity |
Item ID: | 60705 |
Depositing User: | Eric Kemp-Benedict |
Date Deposited: | 18 Dec 2014 10:02 |
Last Modified: | 26 Sep 2019 13:16 |
References: | Balassa, B. (1965) ‘Trade Liberalisation and “Revealed” Comparative Advantage’. The Manchester School, 33(2). 99–123. doi:10.1111/j.1467-9957.1965.tb00050.x. Cadot, O., Carrère, C. and Strauss-Kahn, V. (2013) ‘Trade Diversification, Income, and Growth: What Do We Know?’. Journal of Economic Surveys, 27(4). 790–812. doi:10.1111/j.1467-6419.2011.00719.x. Cheng, Z., Dongfeng, T. and Xiangqian, L. (2013) ‘The hidden capabality network of product space’. 2013 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI) 567–71. Proceedings of the 2013 IEEE International Conference on Service Operations and Logistics, and Informatics (SOLI). Feder, G. (1983) ‘On exports and economic growth’. Journal of Development Economics, 12(1–2). 59–73. doi:10.1016/0304-3878(83)90031-7. Giles, J. A. and Williams, C. L. (2000a) ‘Export-led growth: a survey of the empirical literature and some non-causality results. Part 1’. The Journal of International Trade & Economic Development, 9(3). 261–337. doi:10.1080/09638190050086177. Giles, J. A. and Williams, C. L. (2000b) ‘Export-led growth: a survey of the empirical literature and some non-causality results. Part 2’. The Journal of International Trade & Economic Development, 9(4). 445–70. doi:10.1080/096381900750056867. Hausmann, R. and Hidalgo, C. A. (2011) ‘The network structure of economic output’. Journal of Economic Growth, 16(4). 309–42. doi:10.1007/s10887-011-9071-4. Hausmann, R., Hidalgo, C. A., Bustos, S., Coscia, M., Chung, S., et al. (2011) The Atlas of Economic Complexity: Mapping Paths to Prosperity. Center for International Development, Harvard University : Harvard Kennedy School : Macro Connections, MIT : Massachusetts Institute of Technology, Cambridge, Mass. Hidalgo, C. A. and Hausmann, R. (2009) ‘The building blocks of economic complexity’. Proceedings of the National Academy of Sciences, 106(26). 10570–75. doi:10.1073/pnas.0900943106. Hidalgo, C. A., Klinger, B., Barabási, A.-L. and Hausmann, R. (2007) ‘The Product Space Conditions the Development of Nations’. Science, 317(5837). 482–87. doi:10.1126/science.1144581. Imbs, J. and Wacziarg, R. (2003) ‘Stages of Diversification’. The American Economic Review, 93(1). 63–86. Klimek, P., Hausmann, R. and Thurner, S. (2012) ‘Empirical Confirmation of Creative Destruction from World Trade Data’. PLoS ONE, 7(6). e38924. doi:10.1371/journal.pone.0038924. Lei, H. and Zhang, J. (2014) ‘Capabilities’ substitutability and the “S” curve of export diversity’. EPL (Europhysics Letters), 105(6). 68003. doi:10.1209/0295-5075/105/68003. Lewer, J. J. and Berg, H. V. den (2003) ‘How Large Is International Trade’s Effect on Economic Growth?’. Journal of Economic Surveys, 17(3). 363–96. doi:10.1111/1467-6419.00198. McCombie, J. S. L. (1997) ‘On the Empirics of Balance-of-Payments-Constrained Growth’. Journal of Post Keynesian Economics, 19(3). 345–75. Poncet, S. and Starosta de Waldemar, F. (2013) ‘Export Upgrading and Growth: The Prerequisite of Domestic Embeddedness’. World Development, 51. 104–18. doi:10.1016/j.worlddev.2013.05.010. R Development Core Team (2011) R: A Language and Environment for Statistical Computing. R Foundation for Statistical Computing, Vienna, Austria. http://www.R-project.org. Scilab Enterprises (2012) Scilab: Free and Open Source Software for Numerical Computation. Scilab Enterprises, Orsay, France. Sternberg, S. (2010) Dynamical Systems. Dover Publications, Mineola, N.Y. Tacchella, A., Cristelli, M., Caldarelli, G., Gabrielli, A. and Pietronero, L. (2012) ‘A New Metrics for Countries’ Fitness and Products’ Complexity’. Scientific Reports, 2. doi:10.1038/srep00723. Thirlwall, A. P. (1997) ‘Reflections on the Concept of Balance-of-Payments-Constrained Growth’. Journal of Post Keynesian Economics, 19(3). 377–85. World Bank (2014) ‘World Development Indicators’. http://data.worldbank.org/data-catalog/world-development-indicators. Zaccaria, A., Cristelli, M., Tacchella, A. and Pietronero, L. (2014) ‘How the Taxonomy of Products Drives the Economic Development of Countries’. PLoS ONE, 9(12). e113770. doi:10.1371/journal.pone.0113770. Zamfir, A.-M., Lungu, E.-O. and Mocanu, C. (2013) ‘Entrepreneurship among higher education graduates in 13 European countries’. Theoretical and Applied Economics, 18(11 (588)). 73–82. |
URI: | https://mpra.ub.uni-muenchen.de/id/eprint/60705 |