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Economic Complexity and Human Development: DEA performance measurement in Asia and Latin America

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  • Ferraz, Diogo
  • Moralles, Hérick Fernando
  • Suarez Campoli, Jéssica
  • Ribeiro de Oliveira, Fabíola Cristina
  • do Nascimento Rebelatto, Daisy Aparecida

Abstract

Economic growth is not the unique factor to explain human development. Due to that many authors have prioritized studies to measure the Human Development Index. However, these indices do not analyze how Economic Complexity can increase Human Development. The aim of this paper is to determine the efficiency of a set of nations from Latin America and Asia, to measure a country’s performance in converting Economic Complexity into Human Development, between 2010 and 2014. The method used was Data Envelopment Analysis (DEA), through the Variable Returns of Scale (VRS) Model and Window Analysis. Results showed in 2014, all Asian countries were efficient except China and the Philippines, and Cuba was the benchmark for inefficient countries. Window Analysis showed Japan, Republic of Korea and Singapore were efficient over time. This result confirms the initial hypothesis of this article: the more complex countries are more efficient in generating Human Development.

Suggested Citation

  • Ferraz, Diogo & Moralles, Hérick Fernando & Suarez Campoli, Jéssica & Ribeiro de Oliveira, Fabíola Cristina & do Nascimento Rebelatto, Daisy Aparecida, 2018. "Economic Complexity and Human Development: DEA performance measurement in Asia and Latin America," EconStor Open Access Articles and Book Chapters, ZBW - Leibniz Information Centre for Economics, vol. 25(4), pages 839-853.
    • Handle: RePEc:zbw:espost:171379
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    as
    1. Ferrarini, Benno & Scaramozzino, Pasquale, 2016. "Production complexity, adaptability and economic growth," Structural Change and Economic Dynamics, Elsevier, vol. 37(C), pages 52-61.
    2. Sen, Amartya, 2001. "Development as Freedom," OUP Catalogue, Oxford University Press, number 9780192893307.
    3. Sen, Amartya, 1981. "Public Action and the Quality of Life in Developing Countries," Oxford Bulletin of Economics and Statistics, Department of Economics, University of Oxford, vol. 43(4), pages 287-319, November.
    4. Cesar A. Hidalgo & Ricardo Hausmann, 2009. "The Building Blocks of Economic Complexity," Papers 0909.3890, arXiv.org.
    5. -, 2009. "CEPAL Review no.98," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), August.
    6. Saviotti, Pier Paolo & Pyka, Andreas, 2013. "From necessities to imaginary worlds: Structural change, product quality and economic development," Technological Forecasting and Social Change, Elsevier, vol. 80(8), pages 1499-1512.
    7. Paula Bustos & Bruno Caprettini & Jacopo Ponticelli, 2016. "Agricultural Productivity and Structural Transformation: Evidence from Brazil," American Economic Review, American Economic Association, vol. 106(6), pages 1320-1365, June.
    8. -, 2016. "Economic Survey of Latin America and the Caribbean 2016: The 2030 Agenda for Sustainable Development and the challenges of financing for development," Estudio Económico de América Latina y el Caribe, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), number 40327 edited by Eclac.
    9. Saviotti, Pier Paolo & Pyka, Andreas & Jun, Bogang, 2016. "Education, structural change and economic development," Structural Change and Economic Dynamics, Elsevier, vol. 38(C), pages 55-68.
    10. Hausmann, Ricardo & Hidalgo, Cesar, 2014. "The Atlas of Economic Complexity: Mapping Paths to Prosperity," MIT Press Books, The MIT Press, edition 1, volume 1, number 0262525429, April.
    11. Despotis, D.K., 2005. "Measuring human development via data envelopment analysis: the case of Asia and the Pacific," Omega, Elsevier, vol. 33(5), pages 385-390, October.
    12. Suri, Tavneet & Boozer, Michael A. & Ranis, Gustav & Stewart, Frances, 2011. "Paths to Success: The Relationship Between Human Development and Economic Growth," World Development, Elsevier, vol. 39(4), pages 506-522, April.
    13. Esteban-Pretel, Julen & Sawada, Yasuyuki, 2014. "On the role of policy interventions in structural change and economic development: The case of postwar Japan," Journal of Economic Dynamics and Control, Elsevier, vol. 40(C), pages 67-83.
    14. Ranis, Gustav & Stewart, Frances & Ramirez, Alejandro, 2000. "Economic Growth and Human Development," World Development, Elsevier, vol. 28(2), pages 197-219, February.
    15. Murat Ungor, 2017. "Productivity Growth and Labor Reallocation: Latin America versus East Asia," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 24, pages 25-42, March.
    16. Charnes, A. & Cooper, W. W. & Golany, B. & Seiford, L. & Stutz, J., 1985. "Foundations of data envelopment analysis for Pareto-Koopmans efficient empirical production functions," Journal of Econometrics, Elsevier, vol. 30(1-2), pages 91-107.
    17. Chao-Hsi Huang & Kai-Fang Teng & Pan-Long Tsai, 2010. "Inward and outward foreign direct investment and poverty: East Asia vs. Latin America," Review of World Economics (Weltwirtschaftliches Archiv), Springer;Institut für Weltwirtschaft (Kiel Institute for the World Economy), vol. 146(4), pages 763-779, December.
    18. Unknown, 2016. "Energy for Sustainable Development," Conference Proceedings 253270, Guru Arjan Dev Institute of Development Studies (IDSAsr).
    19. C. A. Hidalgo & B. Klinger & A. -L. Barabasi & R. Hausmann, 2007. "The Product Space Conditions the Development of Nations," Papers 0708.2090, arXiv.org.
    20. Sen, Amartya, 1998. "Mortality as an Indicator of Economic Success and Failure," Economic Journal, Royal Economic Society, vol. 108(446), pages 1-25, January.
    21. Antonelli, Cristiano, 2016. "Technological congruence and the economic complexity of technological change," Structural Change and Economic Dynamics, Elsevier, vol. 38(C), pages 15-24.
    22. -, 2009. "CEPAL Review no. 99," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), December.
    23. Dominik Hartmann & Cristian Jara-Figueroa & Miguel Guevara & Alex Simoes & C'esar A. Hidalgo, 2017. "The structural constraints of income inequality in Latin America," Papers 1701.03770, arXiv.org, revised Jan 2017.
    24. Pier Saviotti & Andreas Pyka, 2004. "Economic development by the creation of new sectors," Journal of Evolutionary Economics, Springer, vol. 14(1), pages 1-35, January.
    25. Ernest Reig-Martínez, 2013. "Social and Economic Wellbeing in Europe and the Mediterranean Basin: Building an Enlarged Human Development Indicator," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 111(2), pages 527-547, April.
    26. Edward Barbier & John Bugas, 2014. "Structural change, marginal land and economic development in Latin America and the Caribbean," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 23(1), pages 1-29, December.
    27. Edward Barbier, 2014. "Erratum to: Structural change, marginal land and economic development in Latin America and the Caribbean," Latin American Economic Review, Springer;Centro de Investigaciòn y Docencia Económica (CIDE), vol. 23(1), pages 1-1, December.
    28. William W. Cooper & Lawrence M. Seiford & Kaoru Tone, 2006. "Introduction to Data Envelopment Analysis and Its Uses," Springer Books, Springer, number 978-0-387-29122-2, December.
    29. D K Despotis, 2005. "A reassessment of the human development index via data envelopment analysis," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 56(8), pages 969-980, August.
    30. Baldacci, Emanuele & Clements, Benedict & Gupta, Sanjeev & Cui, Qiang, 2008. "Social Spending, Human Capital, and Growth in Developing Countries," World Development, Elsevier, vol. 36(8), pages 1317-1341, August.
    31. Sakiko Fukuda-Parr, 2003. "The Human Development Paradigm: Operationalizing Sen'S Ideas On Capabilities," Feminist Economics, Taylor & Francis Journals, vol. 9(2-3), pages 301-317.
    32. -, 2009. "CEPAL Review no.97," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), April.
    33. Joe Zhu, 2014. "Data Envelopment Analysis," International Series in Operations Research & Management Science, in: Quantitative Models for Performance Evaluation and Benchmarking, edition 3, chapter 1, pages 1-9, Springer.
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    More about this item

    Keywords

    Data Envelopment Analysis (DEA); Window Analysis; Economic Complexity; Human Development;
    All these keywords.

    JEL classification:

    • O15 - Economic Development, Innovation, Technological Change, and Growth - - Economic Development - - - Economic Development: Human Resources; Human Development; Income Distribution; Migration
    • O32 - Economic Development, Innovation, Technological Change, and Growth - - Innovation; Research and Development; Technological Change; Intellectual Property Rights - - - Management of Technological Innovation and R&D

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