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Constructing the FEEM Sustainability Index: A Choquet-Integral Application

Author

Listed:
  • Caterina Cruciani

    (Fondazione Eni Enrico Mattei and Ca’ Foscari University of Venice)

  • Silvio Giove

    (Fondazione Eni Enrico Mattei and Ca’ Foscari University of Venice)

  • Mehmet Pinar

    (Fondazione Eni Enrico Mattei)

  • Matteo Sostero

    (Fondazione Eni Enrico Mattei and Ca’ Foscari University of Venice)

Abstract

This paper presents an application of a multi-attribute aggregation methodology to the construction of a sustainability index. Sustainability is a multi-faceted issue, in which synergies or conflicts may arise among the different components, thus making it a complex concept to which multi attribute methods can be applied. This paper addresses the development of the FEEM Sustainability Index (FEEM SI), a composite index including 19 different indicators grouped in the three classical pillars of sustainability ?economic, social and environmental. We present the relevance of multi-attribute aggregation methodologies when dealing with such complex concepts and provide an aggregation methodology used for this case study, the Choquet-integral aggregation. In particular, since this methodology requires the assignment of weights on indicators and their coalitions, an ad hoc questionnaire is implemented to assess the importance of sustainability indicators through expert elicitation. After computing consensus weights for the Choquet-integral aggregation procedure the overall sustainability index, the FEEM SI is calculated. This paper also conducts robustness analysis and discusses the main implications of the aggregation methodology used.

Suggested Citation

  • Caterina Cruciani & Silvio Giove & Mehmet Pinar & Matteo Sostero, 2012. "Constructing the FEEM Sustainability Index: A Choquet-Integral Application," Working Papers 2012.50, Fondazione Eni Enrico Mattei.
    • Handle: RePEc:fem:femwpa:2012.50
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    1. World Commission on Environment and Development,, 1987. "Our Common Future," OUP Catalogue, Oxford University Press, number 9780192820808, Decembrie.
    2. Carlo Carraro & Lorenza Campagnolo & Fabio Eboli & Elisa Lanzi & Ramiro Parrado & Elisa Portale, 2012. "Quantifying Sustainability: A New Approach and World Ranking," Working Papers 2012.94, Fondazione Eni Enrico Mattei.
    3. Grabisch, Michel & Labreuche, Christophe & Vansnick, Jean-Claude, 2003. "On the extension of pseudo-Boolean functions for the aggregation of interacting criteria," European Journal of Operational Research, Elsevier, vol. 148(1), pages 28-47, July.
    4. Marichal, Jean-Luc & Roubens, Marc, 2000. "Determination of weights of interacting criteria from a reference set," European Journal of Operational Research, Elsevier, vol. 124(3), pages 641-650, August.
    5. Giuseppe Munda, 2005. "“Measuring Sustainability”: A Multi-Criterion Framework," Environment, Development and Sustainability: A Multidisciplinary Approach to the Theory and Practice of Sustainable Development, Springer, vol. 7(1), pages 117-134, January.
    6. Kenneth Arrow & Partha Dasgupta & Lawrence Goulder & Gretchen Daily & Paul Ehrlich & Geoffrey Heal & Simon Levin & Karl-Göran Mäler & Stephen Schneider & David Starrett & Brian Walker, 2004. "Are We Consuming Too Much?," Journal of Economic Perspectives, American Economic Association, vol. 18(3), pages 147-172, Summer.
    7. Patrick Meyer & Grégory Ponthière, 2011. "Eliciting Preferences on Multiattribute Societies with a Choquet Integral," Computational Economics, Springer;Society for Computational Economics, vol. 37(2), pages 133-168, February.
    8. Eboli, Fabio & Parrado, Ramiro & Roson, Roberto, 2010. "Climate-change feedback on economic growth: explorations with a dynamic general equilibrium model," Environment and Development Economics, Cambridge University Press, vol. 15(5), pages 515-533, October.
    9. Selden Thomas M. & Song Daqing, 1994. "Environmental Quality and Development: Is There a Kuznets Curve for Air Pollution Emissions?," Journal of Environmental Economics and Management, Elsevier, vol. 27(2), pages 147-162, September.
    10. Bohringer, Christoph & Loschel, Andreas, 2006. "Computable general equilibrium models for sustainability impact assessment: Status quo and prospects," Ecological Economics, Elsevier, vol. 60(1), pages 49-64, November.
    11. Arrow, Kenneth J. & Dasgupta, Partha & Goulder, Lawrence H. & Mumford, Kevin J. & Oleson, Kirsten, 2012. "Sustainability and the measurement of wealth," Environment and Development Economics, Cambridge University Press, vol. 17(3), pages 317-353, June.
    12. Elettra Agliardi, 2011. "Sustainability in Uncertain Economies," Environmental & Resource Economics, Springer;European Association of Environmental and Resource Economists, vol. 48(1), pages 71-82, January.
    13. Ulengin, Fusun & Ilker Topcu, Y. & Sahin, Sule Onsel, 2001. "An integrated decision aid system for Bosphorus water-crossing problem," European Journal of Operational Research, Elsevier, vol. 134(1), pages 179-192, October.
    14. Panayotou T., 1993. "Empirical tests and policy analysis of environmental degradation at different stages of economic development," ILO Working Papers 992927783402676, International Labour Organization.
    15. Jean-Charles Billaut & Denis Bouyssou & Philippe Vincke, 2010. "Should you believe in the Shanghai ranking?," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(1), pages 237-263, July.
    16. Ness, Barry & Urbel-Piirsalu, Evelin & Anderberg, Stefan & Olsson, Lennart, 2007. "Categorising tools for sustainability assessment," Ecological Economics, Elsevier, vol. 60(3), pages 498-508, January.
    17. Jean-Charles Billaut & Denis Bouyssou & Philippe Vincke, 2010. "Should you believe in the Shanghai ranking?," Scientometrics, Springer;Akadémiai Kiadó, vol. 84(1), pages 237-263, July.
    18. Ravallion, Martin, 2012. "Troubling tradeoffs in the Human Development Index," Journal of Development Economics, Elsevier, vol. 99(2), pages 201-209.
    19. Grabisch, Michel, 1996. "The application of fuzzy integrals in multicriteria decision making," European Journal of Operational Research, Elsevier, vol. 89(3), pages 445-456, March.
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    1. Bates, Samuel & Angeon, Valérie & Ainouche, Ahmed, 2014. "The pentagon of vulnerability and resilience: A methodological proposal in development economics by using graph theory," Economic Modelling, Elsevier, vol. 42(C), pages 445-453.
    2. Elettra Agliardi & Mehmet Pinar & Thanasis Stengos, 2015. "An environmental degradation index based on stochastic dominance," Empirical Economics, Springer, vol. 48(1), pages 439-459, February.
    3. Luca Anzilli & Silvio Giove, 2020. "Multi-criteria and medical diagnosis for application to health insurance systems: a general approach through non-additive measures," Decisions in Economics and Finance, Springer;Associazione per la Matematica, vol. 43(2), pages 559-582, December.
    4. Lorenza Campagnolo & Carlo Carraro & Marinella Davide & Fabio Eboli & Elisa Lanzi & Ramiro Parrado, 2016. "Can climate policy enhance sustainability?," Climatic Change, Springer, vol. 137(3), pages 639-653, August.
    5. Ludovico Carrino, 2016. "Data Versus Survey-based Normalisation in a Multidimensional Analysis of Social Inclusion," Italian Economic Journal: A Continuation of Rivista Italiana degli Economisti and Giornale degli Economisti, Springer;Società Italiana degli Economisti (Italian Economic Association), vol. 2(3), pages 305-345, November.
    6. Miguel F. Salvado & Susana G. Azevedo & João C. O. Matias & Luís M. Ferreira, 2015. "Proposal of a Sustainability Index for the Automotive Industry," Sustainability, MDPI, vol. 7(2), pages 1-32, February.
    7. Marcella De Filippo & Delio Colangelo & Luca Farnia, 2017. "Innovation and new business models in tourism," RIVISTA DI STUDI SULLA SOSTENIBILITA', FrancoAngeli Editore, vol. 0(1), pages 149-168.
    8. E. Agliardi & M. Pinar & T. Stengos, 2014. "Assessing temporal trends and industry contributions to air and water pollution using stochastic dominance," Working Papers wp981, Dipartimento Scienze Economiche, Universita' di Bologna.
    9. Luca Farnia, 2019. "On the Use of Spectral Value Decomposition for the Construction of Composite Indices," Working Papers 2019.08, Fondazione Eni Enrico Mattei.
    10. Giovanni Bertin & Ludovico Carrino & Silvio Giove, 2018. "The Italian Regional Well-Being in a Multi-expert Non-additive Perspective," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 135(1), pages 15-51, January.
    11. Carraro, Carlo & Campagnolo, Lorenza & Eboli, Fabio & Lanzi, Elisa & Parrado, Ramiro & Portale, Elisa, 2012. "Quantifying Sustainability: A New Approach and World Ranking," Climate Change and Sustainable Development 143124, Fondazione Eni Enrico Mattei (FEEM).
    12. Samuel BATES & Valérie ANGEON, 2015. "Promoting The Sustainable Development Of Small Island Developing States: Insights From Vulnerability And Resilience Analysis," Region et Developpement, Region et Developpement, LEAD, Universite du Sud - Toulon Var, vol. 42, pages 15-29.
    13. Lorenza Campagnolo & Fabio Eboli, 2015. "Implications of the 2030 EU Resource Efficiency Target on Sustainable Development," Working Papers 2015.36, Fondazione Eni Enrico Mattei.
    14. Ludovico Carrino, 2015. "The weighting role of normalisation in a multidimensional analysis of Social Inclusion," Working Papers 2015:32, Department of Economics, University of Venice "Ca' Foscari".
    15. Pollesch, N.L. & Dale, V.H., 2016. "Normalization in sustainability assessment: Methods and implications," Ecological Economics, Elsevier, vol. 130(C), pages 195-208.
    16. Rubén Raedo, 2021. "Urban Sustainability Deficits: The Urban Non-Sustainability Index (UNSI) as a Tool for Urban Policy," Sustainability, MDPI, vol. 13(22), pages 1-25, November.
    17. Lorenza Campagnolo & Carlo Carraro & Fabio Eboli & Luca Farnia & Ramiro Parrado & Roberta Pierfederici, 2018. "The Ex-Ante Evaluation of Achieving Sustainable Development Goals," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 136(1), pages 73-116, February.
    18. Mehmet Pinar, 2019. "Multidimensional Well-Being and Inequality Across the European Regions with Alternative Interactions Between the Well-Being Dimensions," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 144(1), pages 31-72, July.
    19. M. Ferrara & F. Lamperti & R. Mavilia, 2016. "Looking for best performers: a pilot study towards the evaluation of science parks," Scientometrics, Springer;Akadémiai Kiadó, vol. 106(2), pages 717-750, February.
    20. Roger Chapman Burk & Richard M. Nehring, 2023. "An Empirical Comparison of Rank-Based Surrogate Weights in Additive Multiattribute Decision Analysis," Decision Analysis, INFORMS, vol. 20(1), pages 55-72, March.
    21. Galdeano-Gómez, E. & Aznar-Sánchez, J.A. & Pérez-Mesa, J.C. & Piedra-Muñoz, L., 2017. "Exploring Synergies Among Agricultural Sustainability Dimensions: An Empirical Study on Farming System in Almería (Southeast Spain)," Ecological Economics, Elsevier, vol. 140(C), pages 99-109.
    22. Giovanni Bernardo & Irene Brunetti & Mehmet Pinar & Thanasis Stengos, 2021. "Measuring the presence of organized crime across Italian provinces: a sensitivity analysis," European Journal of Law and Economics, Springer, vol. 51(1), pages 31-95, February.

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    More about this item

    Keywords

    Sustainability Indices; Composite Indicators; Choquet Integral; Multiattribute Value Theory;
    All these keywords.

    JEL classification:

    • C43 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Index Numbers and Aggregation
    • C44 - Mathematical and Quantitative Methods - - Econometric and Statistical Methods: Special Topics - - - Operations Research; Statistical Decision Theory
    • Q01 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - General - - - Sustainable Development
    • Q56 - Agricultural and Natural Resource Economics; Environmental and Ecological Economics - - Environmental Economics - - - Environment and Development; Environment and Trade; Sustainability; Environmental Accounts and Accounting; Environmental Equity; Population Growth

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