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Analyzing the Regional Economic Convergence in Ecuador. Insights from Parametric and Nonparametric Models

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  • Monica Raileanu Szeles

    (Transilvania University of Brasov, Romania, Institute for Economic Forecasting, Bucharest, Romania, and Prometeo at Cuenca University, Ecuador)

  • Rodrigo Mendieta Muñoz

    (Facultad de Ciencias Económicas y Administrativas, and Grupo de Investigación en Economía Regional, Universidad de Cuenca, Ecuador)

Abstract

This paper analyses the process of regional economic convergence in Ecuador from 2007 to 2014, using parametric and non-parametric models. Applying a broad range of methods allows deriving complex empirical findings about the process of convergence, in the context of the high economic heterogeneity that persists over time in the Ecuadorian economy. Encouraging the enlargement of private sector, entering and staying more years in education, increasing the effectiveness of public investment and discouraging the inefficient credit activity are found to be important drivers of economic growth and regional convergence. Additionally, the non-parametric analysis reveals that the progress on the path of regional convergence is mainly due to the 2007-2010 upward transition of the group of poorest provinces. Still, the regional GVA distribution remains polarized and it seems that the group of rich provinces advances faster than the majorities’ one, making the achievement of regional convergence even more difficult in the years to come.

Suggested Citation

  • Monica Raileanu Szeles & Rodrigo Mendieta Muñoz, 2016. "Analyzing the Regional Economic Convergence in Ecuador. Insights from Parametric and Nonparametric Models," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(2), pages 43-65, June.
    • Handle: RePEc:rjr:romjef:v::y:2016:i:2:p:43-65
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    as
    1. Arellano, Manuel & Bover, Olympia, 1995. "Another look at the instrumental variable estimation of error-components models," Journal of Econometrics, Elsevier, vol. 68(1), pages 29-51, July.
    2. Maria Abreu & Henri L. F. de Groot & Raymond J. G. M. Florax, 2005. "A Meta‐Analysis of β‐Convergence: the Legendary 2%," Journal of Economic Surveys, Wiley Blackwell, vol. 19(3), pages 389-420, July.
    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. Quah, Danny, 1997. "Empirics for growth and distribution," LSE Research Online Documents on Economics 2138, London School of Economics and Political Science, LSE Library.
    5. Sebastian Weber, 2009. "European Financial Market Integration: A Closer Look at Government Bonds in Eurozone Countries," Discussion Papers of DIW Berlin 864, DIW Berlin, German Institute for Economic Research.
    6. Daron Acemoglu & Simon Johnson & James A. Robinson & Pierre Yared, 2008. "Income and Democracy," American Economic Review, American Economic Association, vol. 98(3), pages 808-842, June.
    7. Sebastian Weber, 2009. "European Financial Market Integration: A Closer Look at Government Bonds in Eurozone Countries," Working Paper / FINESS 1.1b, DIW Berlin, German Institute for Economic Research.
    8. Yin, Ling & K. Zestos, George, 2003. "Economic Convergence in the European Union," Journal of Economic Integration, Center for Economic Integration, Sejong University, vol. 18, pages 188-213.
    9. Giorgio Canarella & Stephen Pollard, 2006. "Distribution dynamics and convergence in Latin America: A non-parametric analysis," International Review of Economics, Springer;Happiness Economics and Interpersonal Relations (HEIRS), vol. 53(1), pages 68-95, March.
    10. Brülhart, Marius & Mathys, Nicole A., 2008. "Sectoral agglomeration economies in a panel of European regions," Regional Science and Urban Economics, Elsevier, vol. 38(4), pages 348-362, July.
    11. Vicente Royuela & Gustavo Adolfo Garc�a, 2015. "Economic and Social Convergence in Colombia," Regional Studies, Taylor & Francis Journals, vol. 49(2), pages 219-239, February.
    12. 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.
    13. Kurt Geppert & Andreas Stephan, 2008. "Regional disparities in the European Union: Convergence and agglomeration," Papers in Regional Science, Wiley Blackwell, vol. 87(2), pages 193-217, June.
    14. Aadne Cappelen & Fulvio Castellacci & Jan Fagerberg & Bart Verspagen, 2003. "The Impact of EU Regional Support on Growth and Convergence in the European Union," Journal of Common Market Studies, Wiley Blackwell, vol. 41(4), pages 621-644, September.
    15. Quah, Danny, 1997. "Empirics for Growth and Distribution: Stratification, Polarization, and Convergence Clubs," CEPR Discussion Papers 1586, C.E.P.R. Discussion Papers.
    16. Devarajan, Shantayanan & Swaroop, Vinaya & Heng-fu, Zou, 1996. "The composition of public expenditure and economic growth," Journal of Monetary Economics, Elsevier, vol. 37(2-3), pages 313-344, April.
    17. Mohsin S. Khan, 1996. "Government Investment and Economic Growth in the Developing World," The Pakistan Development Review, Pakistan Institute of Development Economics, vol. 35(4), pages 419-439.
    18. Abramovitz, Moses, 1986. "Catching Up, Forging Ahead, and Falling Behind," The Journal of Economic History, Cambridge University Press, vol. 46(2), pages 385-406, June.
    19. Marcelo Soto, 2009. "System GMM Estimation With A Small Sample," UFAE and IAE Working Papers 780.09, Unitat de Fonaments de l'Anàlisi Econòmica (UAB) and Institut d'Anàlisi Econòmica (CSIC).
    20. Juan R. Cuadrado-Roura & Sergio Gonzalez-Catalán, 2013. "Growth and Regional Disparities in Latin America Concentration Processes and Regional Policy Challenges," Advances in Spatial Science, in: Juan R. Cuadrado-Roura & Patricio Aroca (ed.), Regional Problems and Policies in Latin America, edition 127, chapter 0, pages 91-112, Springer.
    21. Robert E. Hall & Charles I. Jones, 1999. "Why do Some Countries Produce So Much More Output Per Worker than Others?," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 114(1), pages 83-116.
    22. Canova, Fabio & Marcet, Albert, 1995. "The Poor Stay Poor: Non-Convergence Across Countries and Regions," CEPR Discussion Papers 1265, C.E.P.R. Discussion Papers.
    23. Péter Halmai & Viktória Vásáry, 2010. "Real convergence in the new Member States of the European Union (Shorter and longer term prospects)," European Journal of Comparative Economics, Cattaneo University (LIUC), vol. 7(1), pages 229-253, June.
    24. Juan R. Cuadrado-Roura & Patricio Aroca (ed.), 2013. "Regional Problems and Policies in Latin America," Advances in Spatial Science, Springer, edition 127, number 978-3-642-39674-8, december.
    25. Xavier Sala-i-Martin, 2006. "The World Distribution of Income: Falling Poverty and … Convergence, Period," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 121(2), pages 351-397.
    26. Sabyasachi Kar & Debajit Jha & Alpana Kateja, 2010. "Club-Convergence and Polarisation of States : A Nonparametric Analysis of Post-Reform India," Development Economics Working Papers 23036, East Asian Bureau of Economic Research.
    27. Etzo, Ivan, 2008. "Internal migration: a review of the literature," MPRA Paper 8783, University Library of Munich, Germany.
    28. Paul Evans, 1997. "How Fast Do Economies Converge?," The Review of Economics and Statistics, MIT Press, vol. 79(2), pages 219-225, May.
    29. Răileanu-Szeles, Monica & Albu, Lucian, 2015. "Nonlinearities and divergences in the process of European financial integration," Economic Modelling, Elsevier, vol. 46(C), pages 416-425.
    30. Mukesh Ralhan & Ajit Dayanandan, 2005. "Convergence of Income Among Provinces in Canada – An Application of GMM Estimation," Econometrics Working Papers 0502, Department of Economics, University of Victoria.
    31. Nazrul Islam, 2003. "What have We Learnt from the Convergence Debate?," Journal of Economic Surveys, Wiley Blackwell, vol. 17(3), pages 309-362, July.
    32. repec:bla:jcmkts:v:41:y:2003:i::p:621-644 is not listed on IDEAS
    33. Qi Li & Jeffrey Scott Racine, 2006. "Nonparametric Econometrics: Theory and Practice," Economics Books, Princeton University Press, edition 1, volume 1, number 8355.
    34. Danny Quah, 1997. "Empirics for Growth and Distribution," CEP Discussion Papers dp0324, Centre for Economic Performance, LSE.
    35. Gómez-Zaldívar, Manuel & Ventosa-Santaulària, Daniel & Wallace, Frederick, 2012. "Appendix for the PPP hypothesis and structural breaks: the case of Mexico," MPRA Paper 41055, University Library of Munich, Germany.
    36. Baumol, William J, 1986. "Productivity Growth, Convergence, and Welfare: What the Long-run Data Show," American Economic Review, American Economic Association, vol. 76(5), pages 1072-1085, December.
    37. Mendieta Muñoz, Rodrigo & Pontarollo, Nicola, 2015. "Cantonal Convergence in Ecuador: A Spatial Econometric Perspective," MPRA Paper 68399, University Library of Munich, Germany.
    38. Quah, Danny T, 1997. "Empirics for Growth and Distribution: Stratification, Polarization, and Convergence Clubs," Journal of Economic Growth, Springer, vol. 2(1), pages 27-59, March.
    39. Manuel Arellano & Stephen Bond, 1991. "Some Tests of Specification for Panel Data: Monte Carlo Evidence and an Application to Employment Equations," The Review of Economic Studies, Review of Economic Studies Ltd, vol. 58(2), pages 277-297.
    40. Catarina Cardoso & Eric J. Pentecost, 2011. "Regional Growth and Convergence: The Role of Human Capital in the Portuguese Regions," Discussion Paper Series 2011_03, Department of Economics, Loughborough University, revised Sep 2011.
    41. Mr. Bennett W Sutton & Mrs. Genevieve M Lindow & Maria Isabel Serra & Mr. Gustavo Ramirez & Maria Fernanda Pazmino, 2006. "Regional Convergence in Latin America," IMF Working Papers 2006/125, International Monetary Fund.
    42. Nazrul Islam, 1995. "Growth Empirics: A Panel Data Approach," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 110(4), pages 1127-1170.
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    Cited by:

    1. Rodrigo MENDIETA MUÑOZ & Nicola PONTAROLLO, 2018. "Territorial Growth in Ecuador: The Role of Economic Sectors," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(1), pages 124-139, December.
    2. Ronny Correa-Quezada & Lucía Cueva-Rodríguez & José Álvarez-García & María de la Cruz del Río-Rama, 2020. "Application of the Kernel Density Function for the Analysis of Regional Growth and Convergence in the Service Sector through Productivity," Mathematics, MDPI, vol. 8(8), pages 1-20, July.
    3. Juan Manuel Aristizábal & Gustavo A. García, 2021. "Regional economic growth and convergence: The role of institutions and spillover effects in Colombia," Regional Science Policy & Practice, Wiley Blackwell, vol. 13(4), pages 1146-1161, August.
    4. Nicola Pontarollo & Mercy Orellana & Joselin Segovia, 2020. "The Determinants of Subjective Well-Being in a Developing Country: The Ecuadorian Case," Journal of Happiness Studies, Springer, vol. 21(8), pages 3007-3035, December.
    5. Mendieta, Rodrigo & Ontaneda, Diego & Pontarollo, Nicola, 2019. "Canton growth in Ecuador and the role of spatial heterogeneity," Revista CEPAL, Naciones Unidas Comisión Económica para América Latina y el Caribe (CEPAL), December.
    6. Sarah J. Carrington & Pablo Jiménez‐Ayora, 2021. "Shedding light on the convergence debate: Using luminosity data to investigate economic convergence in Ecuador," Review of Development Economics, Wiley Blackwell, vol. 25(1), pages 200-227, February.
    7. Andrea Bonilla BOLAÑOS, 2017. "Are South American Countries Really Converging?: The Influence of the Region's Integration Projects," Journal for Economic Forecasting, Institute for Economic Forecasting, vol. 0(3), pages 130-149, September.

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    More about this item

    Keywords

    regional convergence; gross value added; parametric models; nonparametric models;
    All these keywords.

    JEL classification:

    • O47 - Economic Development, Innovation, Technological Change, and Growth - - Economic Growth and Aggregate Productivity - - - Empirical Studies of Economic Growth; Aggregate Productivity; Cross-Country Output Convergence
    • O54 - Economic Development, Innovation, Technological Change, and Growth - - Economywide Country Studies - - - Latin America; Caribbean

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