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A fuzzy approach for analysing equitable and sustainable well-being in Italian regions

Author

Listed:
  • Annamaria Porreca

    (G. d’Annunzio University of Chieti-Pescara)

  • Salvador Cruz Rambaud

    (Universidad de Almería)

  • Francesca Scozzari

    (G. d’Annunzio University of Chieti-Pescara)

  • Marta Nicola

    (G. d’Annunzio University of Chieti-Pescara Chieti)

Abstract

Objectives Recently, the Italian Institute of Statistics (ISTAT) and the National Council for Economy and Labor (CNEL) have proposed a measure for the equitable and sustainable well-being called the BES (“Benessere Equo e Sostenibile”). This paper aims to propose an original application of the fuzzy k-means approach to providing an analysis of the Italian regions according to their BES. Methods The fuzzy k-means algorithm was used for clustering the Italian regions according to BES data 2015. Afterwards, a principal component analysis was conducted to show and interpret the results. Results There is a clear difference between the regions of the North and the South. The only exceptions are represented by Lazio and Abruzzo, which belong to both groups with almost equal degrees of truth. Moreover, Trentino-Alto Adige and Valle d’Aosta exhibit the best condition, whilst Molise is the worst region. Conclusions This study reveals that some Italian regions are in a state of backwardness regarding health, environment, minimum economic conditions, subjective well-being, education, employment conditions, social relationships, and working conditions. Therefore, institutions should consider local policies to address these issues.

Suggested Citation

  • Annamaria Porreca & Salvador Cruz Rambaud & Francesca Scozzari & Marta Nicola, 2019. "A fuzzy approach for analysing equitable and sustainable well-being in Italian regions," International Journal of Public Health, Springer;Swiss School of Public Health (SSPH+), vol. 64(6), pages 935-942, July.
    • Handle: RePEc:spr:ijphth:v:64:y:2019:i:6:d:10.1007_s00038-019-01262-9
    DOI: 10.1007/s00038-019-01262-9
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    1. Emanuele Felice & Michelangelo Vasta, 2015. "Passive modernization? The new human development index and its components in Italy's regions (1871–2007)," European Review of Economic History, European Historical Economics Society, vol. 19(1), pages 44-66.
    2. Toniolo, Gianni (ed.), 2013. "The Oxford Handbook of the Italian Economy Since Unification," OUP Catalogue, Oxford University Press, number 9780199936694.
    3. Lê, Sébastien & Josse, Julie & Husson, François, 2008. "FactoMineR: An R Package for Multivariate Analysis," Journal of Statistical Software, Foundation for Open Access Statistics, vol. 25(i01).
    4. Emanuele Felice, 2017. "The Roots of a Dual Equilibrium: GDP, Productivity and Structural Change in the Italian Regions in the Long-run (1871-2011)," Quaderni di storia economica (Economic History Working Papers) 40, Bank of Italy, Economic Research and International Relations Area.
    5. Kubiszewski, Ida & Costanza, Robert & Franco, Carol & Lawn, Philip & Talberth, John & Jackson, Tim & Aylmer, Camille, 2013. "Beyond GDP: Measuring and achieving global genuine progress," Ecological Economics, Elsevier, vol. 93(C), pages 57-68.
    6. A. Graziani, 1981. "Regional Inequalities in Italy," Palgrave Macmillan Books, in: Paul Bairoch & Maurice Lévy-Leboyer (ed.), Disparities in Economic Development since the Industrial Revolution, chapter 29, pages 319-330, Palgrave Macmillan.
    7. Easterlin, Richard A., 1974. "Does Economic Growth Improve the Human Lot? Some Empirical Evidence," MPRA Paper 111773, University Library of Munich, Germany.
    8. Dasgupta, Partha & Weale, Martin, 1992. "On measuring the quality of life," World Development, Elsevier, vol. 20(1), pages 119-131, January.
    9. Thomas Lefèvre & Claire Rondet & Isabelle Parizot & Pierre Chauvin, 2014. "Applying Multivariate Clustering Techniques to Health Data: The 4 Types of Healthcare Utilization in the Paris Metropolitan Area," PLOS ONE, Public Library of Science, vol. 9(12), pages 1-20, December.
    10. Emanuele Felice, 2016. "The Misty Grail: The Search for a Comprehensive Measure of Development and the Reasons for GDP Primacy," Development and Change, International Institute of Social Studies, vol. 47(5), pages 967-994, September.
    11. Jose Manuel Roche, 2008. "Monitoring Inequality among Social Groups: A Methodology Combining Fuzzy Set Theory and Principal Component Analysis," Journal of Human Development and Capabilities, Taylor & Francis Journals, vol. 9(3), pages 427-452.
    12. Kitty Stewart, 2005. "Dimensions Of Well-Being In Eu Regions: Do GDP And Unemployment Tell us All We Need To Know?," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 73(2), pages 221-246, September.
    13. André Vanoli, 2010. "On the Report by the Commission on the Measurement of Economic Performance and Social Progress (2009)," RatSWD Working Papers 162, German Data Forum (RatSWD).
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    Cited by:

    1. Laura Bocci & Pierpaolo D’Urso & Vincenzina Vitale, 2021. "Clustering of the Italian Regions Based on Their Equitable and Sustainable Well-Being Indicators: A Three-Way Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 155(3), pages 995-1043, June.
    2. Nicola Bellantuono & Francesco Paolo Lagrasta & Pierpaolo Pontrandolfo & Barbara Scozzi, 2021. "Well-Being and Sustainability in Crisis Areas: The Case of Taranto," Sustainability, MDPI, vol. 13(3), pages 1-23, February.
    3. Massimo Arnone & Angelo Leogrande & Carlo Drago & Alberto Costantiello, 2024. "Social Trust and Support Networks: A Regional Analysis of Italy," Working Papers hal-04698270, HAL.

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