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The Use of Decomposition Methods to Understand the Economic Growth Gap between Latin America and East Asia

Author

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  • Beatriz Barrado

    (Faculty of Economics and Business Administration, University of Zaragoza, 50005 Zaragoza, Spain)

  • Gregorio Gimenez

    (Faculty of Economics and Business Administration, University of Zaragoza, 50005 Zaragoza, Spain)

  • Jaime Sanaú

    (Faculty of Economics and Business Administration, University of Zaragoza, 50005 Zaragoza, Spain
    Institute of Employment, Digital Society and Sustainability, University of Zaragoza, 50005 Zaragoza, Spain)

Abstract

Understanding how growth factors contribute to explaining the large differences in growth rates across countries remains an important research agenda. The common approach to exploring this issue is based on the use of multiple linear regression analyses. This work contributes to growth literature by applying a new perspective based on the use of variance decomposition procedures: Shapley–Owen–Shorrocks and Oaxaca–Blinder. These methodologies have four main advantages with respect to traditional methodologies: they make possible the quantification of the relative contribution of each factor to economic growth, they allow us to estimate the efficiency in the use of the endowments of each factor, they can be used with any functional form and they can be used with estimation methods that are robust regarding endogeneity issues. We illustrate these advantages by analyzing the causes of the economic growth gap between Latin America and East Asia over the period 1980–2014. We find that the economic growth divergence between the two regions can be primarily explained by the differences in institutions and physical capital. In addition, the results indicate that the higher East Asian performance is not only due to its higher levels of endowments in these factors, but also to the higher efficiency in its use. We connect our results with the 2030 Agenda for Sustainable Development.

Suggested Citation

  • Beatriz Barrado & Gregorio Gimenez & Jaime Sanaú, 2021. "The Use of Decomposition Methods to Understand the Economic Growth Gap between Latin America and East Asia," Sustainability, MDPI, vol. 13(12), pages 1-18, June.
  • Handle: RePEc:gam:jsusta:v:13:y:2021:i:12:p:6674-:d:573586
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    as
    1. Michael Connolly & Cheng Li, 2016. "Government spending and economic growth in the OECD countries," Journal of Economic Policy Reform, Taylor and Francis Journals, vol. 19(4), pages 386-395, October.
    2. Matthias Doepke, 2004. "Accounting for Fertility Decline During the Transition to Growth," Journal of Economic Growth, Springer, vol. 9(3), pages 347-383, September.
    3. Robert M. Solow, 1956. "A Contribution to the Theory of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 70(1), pages 65-94.
    4. Weil, David N., 2014. "Health and Economic Growth," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 2, chapter 3, pages 623-682, Elsevier.
    5. José de Gregorio & Jong-Wha Lee, 2004. "Growth and Adjustment in East Asia and Latin America," Economía Journal, The Latin American and Caribbean Economic Association - LACEA, vol. 0(Fall 2004), pages 69-134, August.
    6. Anthony Elson, 2013. "The Economic Development of East Asia and Latin America in Comparative Perspective," Palgrave Macmillan Books, in: Globalization and Development, chapter 0, pages 19-35, Palgrave Macmillan.
    7. Paravee Maneejuk & Woraphon Yamaka, 2021. "The Impact of Higher Education on Economic Growth in ASEAN-5 Countries," Sustainability, MDPI, vol. 13(2), pages 1-28, January.
    8. Arrow, Kenneth J. & Dasgupta, Partha & Goulder, Lawrence H. & Mumford, Kevin J. & Oleson, Kirsten, 2012. "Sustainability and the measurement of wealth," Environment and Development Economics, Cambridge University Press, vol. 17(3), pages 317-353, June.
    9. Acemoglu, Daron & Johnson, Simon & Robinson, James A., 2005. "Institutions as a Fundamental Cause of Long-Run Growth," Handbook of Economic Growth, in: Philippe Aghion & Steven Durlauf (ed.), Handbook of Economic Growth, edition 1, volume 1, chapter 6, pages 385-472, Elsevier.
    10. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    11. Ernesto Talvi & Pablo Serra & Nancy Birdsall & Howard Pack & Andrés Solimano & Barbara Stallings & Michael Gavin & Richard H. Sabot & Nora Lustig & Humberto Petrei & Sebastián Edwards & Ricardo Hausma, 1997. "Pathways to Growth: Comparing East Asia and Latin America," IDB Publications (Books), Inter-American Development Bank, number 65998 edited by Nancy Birdsall & Frederick Jaspersen, February.
    12. Robert J. Barro, 1991. "Economic Growth in a Cross Section of Countries," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 106(2), pages 407-443.
    13. Gimenez, G. & Sanau, J., 2009. "Investment, Human Capital and Institutions: A Multi-equational Approach for the Study of Economic Growth, 1985-2000," Applied Econometrics and International Development, Euro-American Association of Economic Development, vol. 9(1).
    14. Anthony Elson, 2013. "Globalization and Development," Palgrave Macmillan Books, Palgrave Macmillan, number 978-1-137-31639-4.
    15. Astorga, Pablo, 2010. "A century of economic growth in Latin America," Journal of Development Economics, Elsevier, vol. 92(2), pages 232-243, July.
    16. Nelson, Richard R & Pack, Howard, 1999. "The Asian Miracle and Modern Growth Theory," Economic Journal, Royal Economic Society, vol. 109(457), pages 416-436, July.
    17. Francisco H. G. Ferreira & Jérémie Gignoux, 2014. "The Measurement of Educational Inequality: Achievement and Opportunity," The World Bank Economic Review, World Bank, vol. 28(2), pages 210-246.
    18. Geovanny Castro Aristizabal & Gregorio Gimenez Esteban & Domingo Perez Ximenez-de-Embun, 2016. "Educational inequalities in Latin America, PISA 2012: causes of differences in school performance between public and private schools," Working Papers 19, Faculty of Economics and Management, Pontificia Universidad Javeriana Cali.
    19. Eduardo Fern·ndez-Arias & Peter Montiel, 2001. "Reform and Growth in Latin America: All Pain, No Gain?," IMF Staff Papers, Palgrave Macmillan, vol. 48(3), pages 1-5.
    20. Jones, C.I., 2016. "The Facts of Economic Growth," Handbook of Macroeconomics, in: J. B. Taylor & Harald Uhlig (ed.), Handbook of Macroeconomics, edition 1, volume 2, chapter 0, pages 3-69, Elsevier.
    21. Philippe Aghion & Diego Comin & Peter Howitt & Isabel Tecu, 2016. "When Does Domestic Savings Matter for Economic Growth?," IMF Economic Review, Palgrave Macmillan;International Monetary Fund, vol. 64(3), pages 381-407, August.
    22. Casey, Gregory & Klemp, Marc, 2016. "Instrumental Variables in the Long Run," MPRA Paper 68696, University Library of Munich, Germany.
    23. Eduardo Fern·ndez-Arias & Peter Montiel, 2001. "Reform and Growth in Latin America: All Pain, No Gain?," IMF Staff Papers, Palgrave Macmillan, vol. 48(3), pages 1-5.
    24. Shu-Shiuan Lu, 2012. "East Asian growth experience revisited from the perspective of a neoclassical model," Review of Economic Dynamics, Elsevier for the Society for Economic Dynamics, vol. 15(3), pages 359-376, July.
    25. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    26. Anthony Elson, 2006. "The Economic Growth of East Asia and Latin America in Comparative Perspective," World Economics, World Economics, 1 Ivory Square, Plantation Wharf, London, United Kingdom, SW11 3UE, vol. 7(2), pages 97-114, April.
    27. Barro, Robert J. & Lee, Jong Wha, 2013. "A new data set of educational attainment in the world, 1950–2010," Journal of Development Economics, Elsevier, vol. 104(C), pages 184-198.
    28. Daniel H. Vedia-Jerez & Coro Chasco, 2016. "Long-run determinants of economic growth in South America," Journal of Applied Economics, Universidad del CEMA, vol. 19, pages 169-192, May.
    29. Bloom, David E. & Canning, David & Kotschy, Rainer & Prettner, Klaus & Schünemann, Johannes, 2018. "Health and Economic Growth: Reconciling the Micro and Macro Evidence," IZA Discussion Papers 11940, Institute of Labor Economics (IZA).
    30. Hristos Doucouliagos & Mehmet Ali Ulubaşoğlu, 2008. "Democracy and Economic Growth: A Meta‐Analysis," American Journal of Political Science, John Wiley & Sons, vol. 52(1), pages 61-83, January.
    31. repec:idb:brikps:65998 is not listed on IDEAS
    32. Huaide Wen & Jun Dai, 2021. "The Change of Sources of Growth and Sustainable Development in China: Based on the Extended EKC Explanation," Sustainability, MDPI, vol. 13(5), pages 1-19, March.
    33. Francis Menjo Baye, 2006. "Growth, Redistribution and Poverty Changes in Cameroon: A Shapley Decomposition Analysis," Journal of African Economies, Centre for the Study of African Economies, vol. 15(4), pages 543-570, December.
    34. Fischer, Stanley, 1993. "The role of macroeconomic factors in growth," Journal of Monetary Economics, Elsevier, vol. 32(3), pages 485-512, December.
    35. N. Gregory Mankiw & David Romer & David Weil, 1990. "A Contribution to the Empirics of Economic Growth," Working Papers 1990-24, Brown University, Department of Economics.
    36. Ludovic Comeau, 2003. "The Political Economy of Growth in Latin America and East Asia: Some Empirical Evidence," Contemporary Economic Policy, Western Economic Association International, vol. 21(4), pages 476-489, October.
    37. Osnat Israeli, 2007. "A Shapley-based decomposition of the R-Square of a linear regression," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 5(2), pages 199-212, August.
    38. Bloom, David E. & Canning, David & Kotschy, Rainer & Prettner, Klaus & Schünemann, Johannes, 2024. "Health and economic growth: Reconciling the micro and macro evidence," World Development, Elsevier, vol. 178(C).
    39. Lee, Jong-Wha & Hong, Kiseok, 2012. "Economic growth in Asia: Determinants and prospects," Japan and the World Economy, Elsevier, vol. 24(2), pages 101-113.
    40. Michael Connolly & Cheng Li, 2016. "Government spending and economic growth in the OECD countries," Journal of Economic Policy Reform, Taylor & Francis Journals, vol. 19(4), pages 386-395, October.
    41. Quah, Danny, 1993. "Empirical cross-section dynamics in economic growth," European Economic Review, Elsevier, vol. 37(2-3), pages 426-434, April.
    42. Falvey, Rod & Foster, Neil & Greenaway, David, 2012. "Trade Liberalization, Economic Crises, and Growth," World Development, Elsevier, vol. 40(11), pages 2177-2193.
    43. Jonathan Morduch & Terry Sicular, 2002. "Rethinking Inequality Decomposition, With Evidence from Rural China," Economic Journal, Royal Economic Society, vol. 112(476), pages 93-106, January.
    44. Ben Jann, 2008. "The Blinder–Oaxaca decomposition for linear regression models," Stata Journal, StataCorp LP, vol. 8(4), pages 453-479, December.
    45. Kim, Euysung, 2000. "Trade liberalization and productivity growth in Korean manufacturing industries: price protection, market power, and scale efficiency," Journal of Development Economics, Elsevier, vol. 62(1), pages 55-83, June.
    46. N. Gregory Mankiw & David Romer & David N. Weil, 1992. "A Contribution to the Empirics of Economic Growth," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 107(2), pages 407-437.
    47. Anthony Shorrocks, 2013. "Decomposition procedures for distributional analysis: a unified framework based on the Shapley value," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(1), pages 99-126, March.
    48. Durlauf, Steven N., 2001. "Manifesto for a growth econometrics," Journal of Econometrics, Elsevier, vol. 100(1), pages 65-69, January.
    49. Jerik Hanushek & Dennis Kimko, 2006. "Schooling, Labor-force Quality, and the Growth of Nations," Voprosy obrazovaniya / Educational Studies Moscow, National Research University Higher School of Economics, issue 1, pages 154-193.
    50. Stephanie Kremer & Alexander Bick & Dieter Nautz, 2013. "Inflation and growth: new evidence from a dynamic panel threshold analysis," Empirical Economics, Springer, vol. 44(2), pages 861-878, April.
    51. Maricruz Lacalle-Calderon & Manuel Perez-Trujillo & Isabel Neira, 2017. "Fertility and Economic Development: Quantile Regression Evidence on the Inverse J-shaped Pattern," European Journal of Population, Springer;European Association for Population Studies, vol. 33(1), pages 1-31, February.
    52. Castro Aristizabal, Geovanny & Giménez, Gregorio & Pérez Ximénez-de-Embún, Domingo, 2018. "Estimación de los factores condicionantes de la adquisición de competencias académicas en América Latina en presencia de endogeneidad," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), April.
    53. Eric A. Hanushek, 2003. "The Failure of Input-Based Schooling Policies," Economic Journal, Royal Economic Society, vol. 113(485), pages 64-98, February.
    54. Mikko Myrskylä & Hans-Peter Kohler & Francesco C. Billari, 2009. "Advances in development reverse fertility declines," Nature, Nature, vol. 460(7256), pages 741-743, August.
    55. Charles R. Hulten, 2001. "Total Factor Productivity: A Short Biography," NBER Chapters, in: New Developments in Productivity Analysis, pages 1-54, National Bureau of Economic Research, Inc.
    56. Alwyn Young, 1995. "The Tyranny of Numbers: Confronting the Statistical Realities of the East Asian Growth Experience," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(3), pages 641-680.
    57. Della Posta, Pompeo, 2021. "Government size and speculative attacks on public debt," International Review of Economics & Finance, Elsevier, vol. 72(C), pages 79-89.
    58. Robi Kurniawan & Shunsuke Managi, 2018. "Economic Growth and Sustainable Development in Indonesia: An Assessment," Bulletin of Indonesian Economic Studies, Taylor & Francis Journals, vol. 54(3), pages 339-361, September.
    59. Giménez, Gregorio, 2005. "The human capital endowment of Latin America and the Caribbean," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), August.
    60. Sara Barcenilla & Gregorio Gimenez & Carmen López-Pueyo, 2019. "Differences in Total Factor Productivity Growth in the European Union: The role of Human Capital by Income Level," Prague Economic Papers, Prague University of Economics and Business, vol. 2019(1), pages 70-85.
    61. Amini, Shahram & Battisti, Michele & Parmeter, Christopher F., 2017. "Decomposing changes in the conditional variance of GDP over time," Economic Modelling, Elsevier, vol. 61(C), pages 376-387.
    62. John Harlow & Aaron Golub & Braden Allenby, 2013. "A Review of Utopian Themes in Sustainable Development Discourse," Sustainable Development, John Wiley & Sons, Ltd., vol. 21(4), pages 270-280, July.
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