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Assessing Efficiency of Public Poverty Policies in UE-28 with Linguistic Variables and Fuzzy Correlation Measures

Author

Listed:
  • Jorge de Andrés-Sánchez

    (Social and Business Research Laboratory, Business Administration Department, Rovira i Virgili University, 43002 Tarragona, Spain)

  • Angel Belzunegui-Eraso

    (Social and Business Research Laboratory, Business Administration Department, Rovira i Virgili University, 43002 Tarragona, Spain)

  • Francesc Valls-Fonayet

    (Social and Business Research Laboratory, Business Administration Department, Rovira i Virgili University, 43002 Tarragona, Spain)

Abstract

The present study analyzes the efficiency of social expenditure by EU-28 countries within the period 2014–2018 to reduce poverty. The data are provided by programs European Union Statistics on Income and Living Conditions (EU-SILC) and European System of Integrated Social Protection Statistics (ESSPROS) of Eurostat. We first calculate the Debreu–Farrell (DF) productivity measure similarly to our previous work, published in 2020, for each EU-28 country and rank these poverty policies (PPPs) on the basis of that efficiency index. We also quantify the intensity of the relationship between efficiency and the proportion that each item of social expending suppose within the overall. When evaluating public policies within a given number of years, we have available a longitudinal set of crisp observations (usually annual) for each embedded variable and country. The observed value of variables for any country for the whole period 2014–2018 is quantified as fuzzy numbers (FNs) that are built up by aggregating crisp annual observations on those variables within that period. To rank the efficiency of PPPs, we use the concept of the expected value of an FN. To assess the relation between DF index and the relative effort done in each type of social expense, we interpret Pearson’s correlation as a linguistic variable and also use Pearson’s correlation index between FNs proposed by D.H. Hong in 2006.

Suggested Citation

  • Jorge de Andrés-Sánchez & Angel Belzunegui-Eraso & Francesc Valls-Fonayet, 2021. "Assessing Efficiency of Public Poverty Policies in UE-28 with Linguistic Variables and Fuzzy Correlation Measures," Mathematics, MDPI, vol. 9(2), pages 1-25, January.
    • Handle: RePEc:gam:jmathe:v:9:y:2021:i:2:p:128-:d:477060
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    References listed on IDEAS

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    1. Afonso, Antonio & St. Aubyn, Miguel, 2005. "Non-Parametric Approaches to Education and Health Efficiency in OECD Countries," Journal of Applied Economics, Universidad del CEMA, vol. 8(2), pages 1-20, November.
    2. Jorge De Andrés-Sánchez & Ángel Belzunegui-Eraso & Francesc Valls-Fonayet, 2020. "Pattern recognition in social expenditure and social expenditure performance in EU 28 countries," Acta Oeconomica, Akadémiai Kiadó, Hungary, vol. 70(1), pages 37-61, March.
    3. Peter Herrmann & Almas Heshmati & Arno Tausch & Chemen S.J. Bajalan, 2009. "Efficiency and Effectiveness of Social Spending," Wirtschaft und Gesellschaft - WuG, Kammer für Arbeiter und Angestellte für Wien, Abteilung Wirtschaftswissenschaft und Statistik, vol. 35(1), pages 13-43.
    4. Mathieu Lefebvre & Tim Coelli & Pierre Pestieau, 2010. "On the Convergence of Social Protection Performance in the European Union," CESifo Economic Studies, CESifo Group, vol. 56(2), pages 300-322, June.
    5. Lee, Seong Kon & Mogi, Gento & Hui, K.S., 2013. "A fuzzy analytic hierarchy process (AHP)/data envelopment analysis (DEA) hybrid model for efficiently allocating energy R&D resources: In the case of energy technologies against high oil prices," Renewable and Sustainable Energy Reviews, Elsevier, vol. 21(C), pages 347-355.
    6. 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.
    7. González, Arturo & Ortigoza, Eduardo & Llamosas, Cecilia & Blanco, Gerardo & Amarilla, Raúl, 2019. "Multi-criteria analysis of economic complexity transition in emerging economies: The case of Paraguay," Socio-Economic Planning Sciences, Elsevier, vol. 68(C).
    8. Shaher H. Zyoud & Daniela Fuchs-Hanusch, 2020. "An Integrated Decision-Making Framework to Appraise Water Losses in Municipal Water Systems," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 19(05), pages 1293-1326, August.
    9. Mr. Javier Kapsoli & Iulia Ruxandra Teodoru, 2017. "Benchmarking Social Spending Using Efficiency Frontiers," IMF Working Papers 2017/197, International Monetary Fund.
    10. 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.
    11. 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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