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Spatial-Temporal Determinants of Income Inequality in the Cantons of Ecuador between 2010 and 2019: a Spatial Panel Econometric Analysis

Author

Listed:
  • Byron Quito

    (Economics Career. Universidad Nacional de Loja (UNL))

  • María de la Cruz del Río-Rama

    (University of Vigo)

  • Marta Peris-Ortiz

    (Universitat Politécnica de València)

  • José Álvarez-García

    (Universidad de Extremadura)

Abstract

Inequality is a problem that remains latent throughout generations, despite the growth of countries and the mechanisms that were implemented to mitigate it. Understanding the structure of spillovers from a spatial point of view would allow for the management of current resources, with the aim of improving the distribution among individuals at the cantonal level for Ecuador. In this context, this study aims to estimate the effect of the determinants of income inequality at the cantonal level, through the use of spatial models during the period 2010–2019, for 213 cantons in Ecuador. The Kuznets inverted-U theory is applied, which allows us to understand the changes that economic growth produces on income inequality levels. The approach indicates that the current average rate of growth of production per capita has made inequality levels decrease. In addition, human capital has the opposite effect to that expected, increasing inequality levels as a result of a concentration of this resource in certain cantons. On the other hand, the entrepreneurial structure of micro and small enterprises allows to mitigate the inequality levels between cantons. In this sense, among the policy objectives is to prioritize a more homogeneous growth of the cantons of Ecuador, likewise, generate policies that allow reducing the concentration of human capital in certain regions, as well as financial development. On the other hand, it is important to strengthen the prevalence of Micro, small and medium-sized enterprises in the long term, with the aim of improving family income levels and reducing inequality.

Suggested Citation

  • Byron Quito & María de la Cruz del Río-Rama & Marta Peris-Ortiz & José Álvarez-García, 2024. "Spatial-Temporal Determinants of Income Inequality in the Cantons of Ecuador between 2010 and 2019: a Spatial Panel Econometric Analysis," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 15(2), pages 7744-7768, June.
    • Handle: RePEc:spr:jknowl:v:15:y:2024:i:2:d:10.1007_s13132-023-01373-y
    DOI: 10.1007/s13132-023-01373-y
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    as
    1. You, Wanhai & Lv, Zhike, 2018. "Spillover effects of economic globalization on CO2 emissions: A spatial panel approach," Energy Economics, Elsevier, vol. 73(C), pages 248-257.
    2. Meniago, Christelle & Asongu, Simplice A., 2018. "Revisiting the finance-inequality nexus in a panel of African countries," Research in International Business and Finance, Elsevier, vol. 46(C), pages 399-419.
    3. Kevin M. Murphy & Robert H. Topel, 2016. "Human Capital Investment, Inequality and Economic Growth," NBER Working Papers 21841, National Bureau of Economic Research, Inc.
    4. Wang, Xiang & Shao, Shuai & Li, Ling, 2019. "Agricultural inputs, urbanization, and urban-rural income disparity: Evidence from China," China Economic Review, Elsevier, vol. 55(C), pages 67-84.
    5. Iacopo Odoardi & Dario D’Ingiullo & Donatella Furia, 2020. "Human capital and the reduction of inequalities: an intra-national analysis in Italy," Applied Economics, Taylor & Francis Journals, vol. 52(57), pages 6215-6228, December.
    6. Hanen Ragoubi & Sana El Harbi, 2018. "Entrepreneurship and income inequality: a spatial panel data analysis," International Review of Applied Economics, Taylor & Francis Journals, vol. 32(3), pages 374-422, May.
    7. McCalman, Phillip, 2018. "International trade, income distribution and welfare," Journal of International Economics, Elsevier, vol. 110(C), pages 1-15.
    8. Michelle Stephanie Mieres Brevis, 2020. "Develando los determinantes de la desigualdad del ingreso en Chile: Estudio empírico regional," Revista de Analisis Economico – Economic Analysis Review, Universidad Alberto Hurtado/School of Economics and Business, vol. 35(1), pages 99-127, April.
    9. Hausman, Jerry, 2015. "Specification tests in econometrics," Applied Econometrics, Russian Presidential Academy of National Economy and Public Administration (RANEPA), vol. 38(2), pages 112-134.
    10. Antràs, Pol & de Gortari, Alonso & Itskhoki, Oleg, 2017. "Globalization, inequality and welfare," Journal of International Economics, Elsevier, vol. 108(C), pages 387-412.
    11. Wiston Adrián Risso & Edgar J. Sánchez Carrera, 2019. "On the impact of innovation and inequality in economic growth," Economics of Innovation and New Technology, Taylor & Francis Journals, vol. 28(1), pages 64-81, January.
    12. Merter Akinci, 2018. "Inequality and economic growth: Trickle†down effect revisited," Development Policy Review, Overseas Development Institute, vol. 36(S1), pages 1-24, March.
    13. Siong Law & Hui Tan & W. Azman-Saini, 2014. "Financial Development and Income Inequality at Different Levels of Institutional Quality," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 50(S1), pages 21-33.
    14. Jovanovic, Branimir, 2018. "When is there a Kuznets curve? Some evidence from the ex-socialist countries," Economic Systems, Elsevier, vol. 42(2), pages 248-268.
    15. Blanco, German & Ram, Rati, 2019. "Level of development and income inequality in the United States: Kuznets hypothesis revisited once again," Economic Modelling, Elsevier, vol. 80(C), pages 400-406.
    16. Anselin, Luc & Bera, Anil K. & Florax, Raymond & Yoon, Mann J., 1996. "Simple diagnostic tests for spatial dependence," Regional Science and Urban Economics, Elsevier, vol. 26(1), pages 77-104, February.
    17. James P. LeSage & R. Kelley Pace, 2014. "The Biggest Myth in Spatial Econometrics," Econometrics, MDPI, vol. 2(4), pages 1-33, December.
    18. Tang, Le & Sun, Shiyu, 2022. "Fiscal incentives, financial support for agriculture, and urban-rural inequality," International Review of Financial Analysis, Elsevier, vol. 80(C).
    19. Grabarczyk, Peter & Wagner, Martin & Frondel, Manuel & Sommer, Stephan, 2018. "A cointegrating polynomial regression analysis of the material kuznets curve hypothesis," Resources Policy, Elsevier, vol. 57(C), pages 236-245.
    20. Ibrahim Bozkurt & Rıfat Karakuş & Melek Yildiz, 2018. "Spatial Determinants of Financial Inclusion over Time," Journal of International Development, John Wiley & Sons, Ltd., vol. 30(8), pages 1474-1504, November.
    21. Samuel Adams & Edem Kwame Mensah Klobodu, 2019. "Urbanization, Economic Structure, Political Regime, and Income Inequality," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 142(3), pages 971-995, April.
    22. Li, Jinjing & Wang, Xinmei & Xu, Jing & Yuan, Chang, 2020. "The role of public pensions in income inequality among elderly households in China 1988–2013," China Economic Review, Elsevier, vol. 61(C).
    23. Mitsuhiko Kataoka, 2018. "Correction to: Inequality convergence in inefficiency and interprovincial income inequality in Indonesia for 1990–2010," Asia-Pacific Journal of Regional Science, Springer, vol. 2(2), pages 315-315, August.
    24. Álvarez-Gamboa, Javier & Cabrera-Barona, Pablo & Jácome-Estrella, Hugo, 2021. "Financial inclusion and multidimensional poverty in Ecuador: A spatial approach," World Development Perspectives, Elsevier, vol. 22(C).
    25. Jong-Wha Lee & Hanol Lee, 2018. "Human capital and income inequality," Journal of the Asia Pacific Economy, Taylor & Francis Journals, vol. 23(4), pages 554-583, October.
    26. J. Elhorst, 2008. "A spatiotemporal analysis of aggregate labour force behaviour by sex and age across the European Union," Journal of Geographical Systems, Springer, vol. 10(2), pages 167-190, June.
    27. Breusch, T S & Pagan, A R, 1979. "A Simple Test for Heteroscedasticity and Random Coefficient Variation," Econometrica, Econometric Society, vol. 47(5), pages 1287-1294, September.
    28. Michael R.M. Abrigo & Sang-Hyop Lee & Donghyun Park, 2018. "Human Capital Spending, Inequality, and Growth in Middle-Income Asia," Emerging Markets Finance and Trade, Taylor & Francis Journals, vol. 54(6), pages 1285-1303, May.
    29. Adam, Antonis & Kammas, Pantelis & Lapatinas, Athanasios, 2015. "Income inequality and the tax structure: Evidence from developed and developing countries," Journal of Comparative Economics, Elsevier, vol. 43(1), pages 138-154.
    30. Lyubimov, Ivan, 2017. "Income inequality revisited 60 years later: Piketty vs Kuznets," Russian Journal of Economics, Elsevier, vol. 3(1), pages 42-53.
    31. Wai Choi Lee & Tsun Se Cheong & Yanrui Wu & Jianxin Wu, 2019. "The Impacts of Financial Development, Urbanization, and Globalization on Income Inequality: A Regression-based Decomposition Approach," Asian Economic Papers, MIT Press, vol. 18(2), pages 126-141, Summer.
    32. Sampson, Thomas, 2016. "Assignment reversals: Trade, skill allocation and wage inequality," Journal of Economic Theory, Elsevier, vol. 163(C), pages 365-409.
    33. Kevin M. Murphy & Robert H. Topel, 2016. "Human Capital Investment, Inequality, and Economic Growth," Journal of Labor Economics, University of Chicago Press, vol. 34(S2), pages 99-127.
    34. Kang-Kook Lee & Trung V. Vu, 2020. "Economic complexity, human capital and income inequality: a cross-country analysis," The Japanese Economic Review, Springer, vol. 71(4), pages 695-718, October.
    35. Dongjie Wu & Prasada Rao, 2017. "Urbanization and Income Inequality in China: An Empirical Investigation at Provincial Level," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 131(1), pages 189-214, March.
    36. Sayed, Adham & Peng, Bin, 2020. "The income inequality curve in the last 100 years: What happened to the Inverted-U?," Research in Economics, Elsevier, vol. 74(1), pages 63-72.
    37. Wooldridge, Jeffrey M., 1991. "On the application of robust, regression- based diagnostics to models of conditional means and conditional variances," Journal of Econometrics, Elsevier, vol. 47(1), pages 5-46, January.
    38. Xiuhua Wang & Jian Guan, 2017. "Financial inclusion: measurement, spatial effects and influencing factors," Applied Economics, Taylor & Francis Journals, vol. 49(18), pages 1751-1762, April.
    39. Moheddine Younsi & Marwa Bechtini, 2020. "Economic Growth, Financial Development, and Income Inequality in BRICS Countries: Does Kuznets’ Inverted U-Shaped Curve Exist?," Journal of the Knowledge Economy, Springer;Portland International Center for Management of Engineering and Technology (PICMET), vol. 11(2), pages 721-742, June.
    40. Jauch, Sebastian & Watzka, Sebastian, 2016. "Financial development and income inequality: a panel data approach," Munich Reprints in Economics 43505, University of Munich, Department of Economics.
    41. Asteriou, Dimitrios & Dimelis, Sophia & Moudatsou, Argiro, 2014. "Globalization and income inequality: A panel data econometric approach for the EU27 countries," Economic Modelling, Elsevier, vol. 36(C), pages 592-599.
    42. J. Paul Elhorst, 2014. "Dynamic Spatial Panels: Models, Methods and Inferences," SpringerBriefs in Regional Science, in: Spatial Econometrics, edition 127, chapter 0, pages 95-119, Springer.
    43. Lim, G.C. & McNelis, Paul D., 2016. "Income growth and inequality: The threshold effects of trade and financial openness," Economic Modelling, Elsevier, vol. 58(C), pages 403-412.
    44. Mitsuhiko Kataoka, 2018. "Inequality convergence in inefficiency and interprovincial income inequality in Indonesia for 1990–2010," Asia-Pacific Journal of Regional Science, Springer, vol. 2(2), pages 297-313, August.
    45. Miriam Hortas-Rico & Vicente Rios, 2019. "The drivers of local income inequality: a spatial Bayesian model-averaging approach," Regional Studies, Taylor & Francis Journals, vol. 53(8), pages 1207-1220, August.
    46. Maosheng Ran & Liang Chen & Wanli Li, 2020. "Financial Deepening, Spatial Spillover, and Urban–Rural Income Disparity: Evidence from China," Sustainability, MDPI, vol. 12(4), pages 1-16, February.
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