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Evaluación de la eficiencia del gasto social en los países EU15 con análisis envolvente de datos y métodos cluster borrosos || Evaluation of the efficiency of social spending in EU15 countries with data envelopment analysis and fuzzy clustering methods

Author

Listed:
  • de Andrés Sánchez, Jorge

    (Cátedra de Inclusión Social Social & Business Research Laboratory (SBRlab) - Universidad Rovira i Virgili)

  • Belzunegui Eraso, Ángel Gabriel

    (Cátedra de Inclusión Social Social & Business Research Laboratory (SBRlab) - Universidad Rovira i Virgili)

  • Valls Fonayet, Francesc

    (Cátedra de Inclusión Social Social & Business Research Laboratory (SBRlab) - Universidad Rovira i Virgili)

Abstract

En el estudio de los sistemas de bienestar la relación entre el gasto social y los indicadores de vulnerabilidad como la tasa de pobreza o índices de desigualdad de ingresos tienen gran interés en la literatura. Este trabajo evalúa la productividad del gasto social de los estados de la EU15 (los estados de bienestar más consolidados de la EU28), en el período 2011-2015, con metodología Análisis Envolvente de Datos. Posteriormente, con un método clustering difuso identificamos los patrones existentes de gasto social y su eficiencia. Observamos tres grupos de países. El primero engloba la mayor parte de estado del bienestar nórdico y continental. El segundo grupo, conformado por Luxemburgo e Irlanda, son países con el menor volumen de gastos social sobre PIB pero a la vez son países eficientes. El tercero engloba a los estados del bienestar mediterráneos, junto con Gran Bretaña, que son los menos eficientes en la reducción de los indicadores de vulnerabilidad.

Suggested Citation

  • de Andrés Sánchez, Jorge & Belzunegui Eraso, Ángel Gabriel & Valls Fonayet, Francesc, 2020. "Evaluación de la eficiencia del gasto social en los países EU15 con análisis envolvente de datos y métodos cluster borrosos || Evaluation of the efficiency of social spending in EU15 countries with da," Revista de Métodos Cuantitativos para la Economía y la Empresa = Journal of Quantitative Methods for Economics and Business Administration, Universidad Pablo de Olavide, Department of Quantitative Methods for Economics and Business Administration, vol. 30(1), pages 97-116, December.
  • Handle: RePEc:pab:rmcpee:v:30:y:2020:i:1:p:97-116
    DOI: 10.46661/revmetodoscuanteconempresa.3855
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    1. Mario Coccia & Greta Falavigna & Alessandro Manello, 2015. "The impact of hybrid public and market-oriented financing mechanisms on the scientific portfolio and performances of public research labs: a scientometric analysis," Scientometrics, Springer;Akadémiai Kiadó, vol. 102(1), pages 151-168, January.
    2. Beblo, Miriam & Knaus, Thomas, 2001. "Measuring Income Inequality in Euroland," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 47(3), pages 301-320, September.
    3. Yu, Shiwei & Wei, Yi-Ming & Wang, Ke, 2014. "Provincial allocation of carbon emission reduction targets in China: An approach based on improved fuzzy cluster and Shapley value decomposition," Energy Policy, Elsevier, vol. 66(C), pages 630-644.
    4. Afonso, Antonio & St. Aubyn, Miguel, 2006. "Cross-country efficiency of secondary education provision: A semi-parametric analysis with non-discretionary inputs," Economic Modelling, Elsevier, vol. 23(3), pages 476-491, May.
    5. António Afonso & Ludger Schuknecht & Vito Tanzi, 2010. "Income distribution determinants and public spending efficiency," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 8(3), pages 367-389, September.
    6. Liu, John S. & Lu, Louis Y.Y. & Lu, Wen-Min & Lin, Bruce J.Y., 2013. "A survey of DEA applications," Omega, Elsevier, vol. 41(5), pages 893-902.
    7. Micha Hirschinger & Alexander Spickermann & Evi Hartmann & Heiko Gracht & Inga-Lena Darkow, 2015. "The Future of Logistics in Emerging Markets—Fuzzy Clustering Scenarios Grounded in Institutional and Factor-Market Rivalry Theory," Journal of Supply Chain Management, Institute for Supply Management, vol. 51(4), pages 73-93, October.
    8. Herrera, Santiago & Pang, Gaobo, 2005. "Efficiency of public spending in developing countries : an efficiency frontier approach," Policy Research Working Paper Series 3645, The World Bank.
    9. Charnes, A. & Cooper, W. W. & Rhodes, E., 1978. "Measuring the efficiency of decision making units," European Journal of Operational Research, Elsevier, vol. 2(6), pages 429-444, November.
    10. Atkinson, A.B., 2000. "A European social agenda: poverty benchmarking and social transfers," EUROMOD Working Papers EM3/00, EUROMOD at the Institute for Social and Economic Research.
    11. Frank Vandenbroucke & Koen Vleminckx, 2011. "Disappointing poverty trends : is the social investment state to blame? An exercise in soul-searching for policy-makers," Working Papers 1101, Herman Deleeck Centre for Social Policy, University of Antwerp.
    12. Bradbury,Bruce & Jenkins,Stephen P. & Micklewright,John (ed.), 2001. "The Dynamics of Child Poverty in Industrialised Countries," Cambridge Books, Cambridge University Press, number 9780521004923.
    13. António Afonso & Miguel St. Aubyn, 2004. "Non-parametric Approaches to Education and Health Expenditure Efficiency in OECD Countries," Working Papers Department of Economics 2004/01, ISEG - Lisbon School of Economics and Management, Department of Economics, Universidade de Lisboa.
    14. H. David Sherman & Joe Zhu, 2006. "Service Productivity Management," Springer Books, Springer, number 978-0-387-33231-4, September.
    15. Di Wu & Deng-Hua Yan & Gui-Yu Yang & Xiao-Gang Wang & Wei-Hua Xiao & Hai-Tao Zhang, 2013. "Assessment on agricultural drought vulnerability in the Yellow River basin based on a fuzzy clustering iterative model," Natural Hazards: Journal of the International Society for the Prevention and Mitigation of Natural Hazards, Springer;International Society for the Prevention and Mitigation of Natural Hazards, vol. 67(2), pages 919-936, June.
    16. Bradbury,Bruce & Jenkins,Stephen P. & Micklewright,John (ed.), 2001. "The Dynamics of Child Poverty in Industrialised Countries," Cambridge Books, Cambridge University Press, number 9780521803106.
    17. Tommaso Agasisti & Geraint Johnes, 2010. "Heterogeneity and the evaluation of efficiency: the case of Italian universities," Applied Economics, Taylor & Francis Journals, vol. 42(11), pages 1365-1375.
    18. Mr. Javier Kapsoli & Iulia Ruxandra Teodoru, 2017. "Benchmarking Social Spending Using Efficiency Frontiers," IMF Working Papers 2017/197, International Monetary Fund.
    19. Gupta, Sanjeev & Verhoeven, Marijn, 2001. "The efficiency of government expenditure: experiences from Africa," Journal of Policy Modeling, Elsevier, vol. 23(4), pages 433-467, May.
    20. Miriam Beblo & Thomas Knaus, 2001. "Measuring Income Inequality in Euroland," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 47(3), pages 301-333, September.
    21. R. D. Banker & A. Charnes & W. W. Cooper, 1984. "Some Models for Estimating Technical and Scale Inefficiencies in Data Envelopment Analysis," Management Science, INFORMS, vol. 30(9), pages 1078-1092, September.
    22. Bea Cantillon, 2011. "The Paradox of the Social Investment State. Growth, Employment and Poverty in the Lisbon Era," Working Papers 1103, Herman Deleeck Centre for Social Policy, University of Antwerp.
    23. Bea Cantillon & Karel van den Bosch & Ive Marx, 2002. "The Puzzle of Egalitarianism: About the Relationships between Employment, Wage Inequality, Social Expenditures and Poverty," LIS Working papers 337, LIS Cross-National Data Center in Luxembourg.
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    More about this item

    Keywords

    desigualdad de rentas; pobreza; frontera eficiente; análisis envolvente de datos; clustering borroso.;
    All these keywords.

    JEL classification:

    • C49 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Other
    • F02 - International Economics - - General - - - International Economic Order and Integration
    • H50 - Public Economics - - National Government Expenditures and Related Policies - - - General
    • H53 - Public Economics - - National Government Expenditures and Related Policies - - - Government Expenditures and Welfare Programs

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