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Sustainable Development in Europe: A Multicriteria Decision Analysis

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  • Giuliano Resce
  • Fritz Schiltz

Abstract

This paper proposes a novel approach to evaluate European countries on Sustainable Development Goals (SDG) by means of Hierarchical Stochastic Multicriteria Acceptability Analysis (HSMAA). HSMAA produces rankings with Monte Carlo generation of weights, overcoming the need to choose one specific set of weights. The main contribution of this paper lies in the possibility of quantifying the probability by which each country receives a given ranking. Furthermore, HSMAA allows to take into account the hierarchical nature of SDG measurement given that each of the 17 Goals also consists of several indicators. Our results show that Denmark outperforms other European countries, while lower levels of performance are observed in Romania and Bulgaria. In between bottom and top performers, we also find that many countries’ rankings vary widely by the chosen set of weights, exemplifying the need to rank countries based on multiple weightings and to quantify the probabilities of each ranking.

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  • Giuliano Resce & Fritz Schiltz, 2021. "Sustainable Development in Europe: A Multicriteria Decision Analysis," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 67(2), pages 509-529, June.
    • Handle: RePEc:bla:revinw:v:67:y:2021:i:2:p:509-529
    DOI: 10.1111/roiw.12475
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    1. Paolo Paruolo & Michaela Saisana & Andrea Saltelli, 2013. "Ratings and rankings: voodoo or science?," Journal of the Royal Statistical Society Series A, Royal Statistical Society, vol. 176(3), pages 609-634, June.
    2. Helliwell, John F., 2003. "How's life? Combining individual and national variables to explain subjective well-being," Economic Modelling, Elsevier, vol. 20(2), pages 331-360, March.
    3. Zanella, Andreia & Camanho, Ana S. & Dias, Teresa G., 2015. "Undesirable outputs and weighting schemes in composite indicators based on data envelopment analysis," European Journal of Operational Research, Elsevier, vol. 245(2), pages 517-530.
    4. P. Zhou & B. Ang & D. Zhou, 2010. "Weighting and Aggregation in Composite Indicator Construction: a Multiplicative Optimization Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 96(1), pages 169-181, March.
    5. Tervonen, Tommi & Lahdelma, Risto, 2007. "Implementing stochastic multicriteria acceptability analysis," European Journal of Operational Research, Elsevier, vol. 178(2), pages 500-513, April.
    6. Francesco Vidoli & Elisa Fusco & Claudio Mazziotta, 2015. "Non-compensability in Composite Indicators: A Robust Directional Frontier Method," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 122(3), pages 635-652, July.
    7. Iñaki Permanyer, 2011. "Assessing The Robustness Of Composite Indices Rankings," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 57(2), pages 306-326, June.
    8. S. M. Hatefi & S. A. Torabi, 2018. "A slack analysis framework for improving composite indicators with applications to human development and sustainable energy indices," Econometric Reviews, Taylor & Francis Journals, vol. 37(3), pages 247-259, March.
    9. Jaya Krishnakumar & A. Nagar, 2008. "On Exact Statistical Properties of Multidimensional Indices Based on Principal Components, Factor Analysis, MIMIC and Structural Equation Models," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 86(3), pages 481-496, May.
    10. Farhad Noorbakhsh, 1998. "The human development index: some technical issues and alternative indices," Journal of International Development, John Wiley & Sons, Ltd., vol. 10(5), pages 589-605.
    11. Risto Lahdelma & Pekka Salminen, 2001. "SMAA-2: Stochastic Multicriteria Acceptability Analysis for Group Decision Making," Operations Research, INFORMS, vol. 49(3), pages 444-454, June.
    12. Koen Decancq & María Ana Lugo, 2013. "Weights in Multidimensional Indices of Wellbeing: An Overview," Econometric Reviews, Taylor & Francis Journals, vol. 32(1), pages 7-34, January.
    13. Salvatore Greco & Alessio Ishizaka & Menelaos Tasiou & Gianpiero Torrisi, 2019. "On the Methodological Framework of Composite Indices: A Review of the Issues of Weighting, Aggregation, and Robustness," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 141(1), pages 61-94, January.
    14. James E. Foster & Mark McGillivray & Suman Seth, 2013. "Composite Indices: Rank Robustness, Statistical Association, and Redundancy," Econometric Reviews, Taylor & Francis Journals, vol. 32(1), pages 35-56, January.
    15. Stephen Klasen, 2000. "Measuring Poverty And Deprivation In South Africa," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 46(1), pages 33-58, March.
    16. O. Ashenfelter & D. Card (ed.), 1999. "Handbook of Labor Economics," Handbook of Labor Economics, Elsevier, edition 1, volume 3, number 3.
    17. David Zilberman & Ben Gordon & Gal Hochman & Justus Wesseler, 2018. "Economics of Sustainable Development and the Bioeconomy," Applied Economic Perspectives and Policy, Agricultural and Applied Economics Association, vol. 40(1), pages 22-37.
    18. Lagravinese, Raffaele & Liberati, Paolo & Resce, Giuliano, 2019. "Exploring health outcomes by stochastic multicriteria acceptability analysis: An application to Italian regions," European Journal of Operational Research, Elsevier, vol. 274(3), pages 1168-1179.
    19. Ravallion, Martin, 1997. "Good and bad growth: The human development reports," World Development, Elsevier, vol. 25(5), pages 631-638, May.
    20. Angilella, Silvia & Corrente, Salvatore & Greco, Salvatore & Słowiński, Roman, 2016. "Robust Ordinal Regression and Stochastic Multiobjective Acceptability Analysis in multiple criteria hierarchy process for the Choquet integral preference model," Omega, Elsevier, vol. 63(C), pages 154-169.
    21. Koen Decancq & Erik Schokkaert, 2016. "Beyond GDP: Using Equivalent Incomes to Measure Well-Being in Europe," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 126(1), pages 21-55, March.
    22. Joseph Deutsch & Jacques Silber, 2005. "Measuring Multidimensional Poverty: An Empirical Comparison Of Various Approaches," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 51(1), pages 145-174, March.
    23. Miola, Apollonia & Schiltz, Fritz, 2019. "Measuring sustainable development goals performance: How to monitor policy action in the 2030 Agenda implementation?," Ecological Economics, Elsevier, vol. 164(C), pages 1-1.
    24. 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.
    25. L Cherchye & W Moesen & N Rogge & T Van Puyenbroeck & M Saisana & A Saltelli & R Liska & S Tarantola, 2008. "Creating composite indicators with DEA and robustness analysis: the case of the Technology Achievement Index," Journal of the Operational Research Society, Palgrave Macmillan;The OR Society, vol. 59(2), pages 239-251, February.
    26. Sen, Amartya, 1997. "On Economic Inequality," OUP Catalogue, Oxford University Press, number 9780198292975.
    27. Yongjun Shen & Elke Hermans & Tom Brijs & Geert Wets, 2013. "Data Envelopment Analysis for Composite Indicators: A Multiple Layer Model," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 114(2), pages 739-756, November.
    28. Kevin M. Murphy & Robert H. Topel, 2006. "The Value of Health and Longevity," Journal of Political Economy, University of Chicago Press, vol. 114(5), pages 871-904, October.
    29. Resce, Giuliano & Maynard, Diana, 2018. "What matters most to people around the world? Retrieving Better Life Index priorities on Twitter," Technological Forecasting and Social Change, Elsevier, vol. 137(C), pages 61-75.
    30. Walter J. Radermacher, 2015. "Recent and Future Developments Related to “Gdp and Beyond”," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 61(1), pages 18-24, March.
    31. DECANCQ, Koen & OOGHE, Erwin, 2010. "Has the world moved forward?," LIDAM Reprints CORE 2352, Université catholique de Louvain, Center for Operations Research and Econometrics (CORE).
    32. World Bank, 2009. "World Development Indicators 2009," World Bank Publications - Books, The World Bank Group, number 4367.
    33. Frederik Booysen, 2002. "An Overview and Evaluation of Composite Indices of Development," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 59(2), pages 115-151, August.
    34. Card, David, 1999. "The causal effect of education on earnings," Handbook of Labor Economics, in: O. Ashenfelter & D. Card (ed.), Handbook of Labor Economics, edition 1, volume 3, chapter 30, pages 1801-1863, Elsevier.
    35. De Matteis, Domenico & Ishizaka, Alessio & Resce, Giuliano, 2019. "The ‘postcode lottery’ of the Italian public health bill analysed with the hierarchy Stochastic Multiobjective Acceptability Analysis," Socio-Economic Planning Sciences, Elsevier, vol. 68(C).
    36. Salvatore Greco & Alessio Ishizaka & Benedetto Matarazzo & Gianpiero Torrisi, 2018. "Stochastic multi-attribute acceptability analysis (SMAA): an application to the ranking of Italian regions," Regional Studies, Taylor & Francis Journals, vol. 52(4), pages 585-600, April.
    37. Decancq, Koen & Ooghe, Erwin, 2010. "Has the world moved forward? A robust multidimensional evaluation," Economics Letters, Elsevier, vol. 107(2), pages 266-269, May.
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    2. Peterson K. Ozili, 2022. "Sustainability and Sustainable Development Research around the World," Managing Global Transitions, University of Primorska, Faculty of Management Koper, vol. 20(3 (Fall)), pages 259-293.
    3. Idiano D’Adamo & Massimo Gastaldi, 2022. "Sustainable Development Goals: A Regional Overview Based on Multi-Criteria Decision Analysis," Sustainability, MDPI, vol. 14(15), pages 1-15, August.
    4. Maria-Glòria Barberà-Mariné & Laura Fabregat-Aibar & Valeria Ferreira & Antonio Terceño, 2024. "One Step Away from 2030: An Assessment of the Progress of Sustainable Development Goals (SDGs) in the European Union [A un paso de 2030: Una evaluación del progreso de los Objetivos de Desarrollo S," The European Journal of Development Research, Palgrave Macmillan;European Association of Development Research and Training Institutes (EADI), vol. 36(6), pages 1372-1397, December.
    5. Paolo Liberati & Giuliano Resce, 2022. "Regional Well-Being and its Inequality in the OECD Member Countries," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 20(3), pages 671-700, September.
    6. Denise Anselmi & Idiano D’Adamo & Massimo Gastaldi & Ginevra Virginia Lombardi, 2024. "A comparison of economic, environmental and social performance of European countries: a sustainable development goal index," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 26(8), pages 20653-20677, August.
    7. Paolo Liberati & Giuliano Resce & Francesca Tosi, 2023. "The probability of multidimensional poverty: A new approach and an empirical application to EU‐SILC data," Review of Income and Wealth, International Association for Research in Income and Wealth, vol. 69(3), pages 668-700, September.
    8. Manuel Sousa & Maria Fatima Almeida & Rodrigo Calili, 2021. "Multiple Criteria Decision Making for the Achievement of the UN Sustainable Development Goals: A Systematic Literature Review and a Research Agenda," Sustainability, MDPI, vol. 13(8), pages 1-37, April.

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