IDEAS home Printed from https://ideas.repec.org/a/spr/soinre/v175y2024i3d10.1007_s11205-023-03152-3.html
   My bibliography  Save this article

A Model for Evaluating Inequalities in Sustainability

Author

Listed:
  • Ida Camminatiello

    (University of Campania)

  • Rosaria Lombardo

    (University of Campania)

  • Mario Musella

    (University of Naples Federico II)

  • Gianmarco Borrata

    (University of Naples Federico II)

Abstract

On 25 September 2015, the United Nations General Assembly adopted the 2030 Agenda for sustainable development, which includes seventeen Sustainable Development Goals, among them the 10th Goal aims to reduce inequalities. Convinced of the importance of this goal, in this paper we propose to study the socio-economic determinants which affect the inequalities among the 20 Italian regions by applying a suitable regression model. The socio-economic literature suggests that the most important determinants of inequalities are government spending, income, employment and educational attainment, so we focus our attention on the indicators of the Sustainable Development Goals related to these determinant factors. Given that the number of indicators is extremely high, while the number of observations is low, we consider the partial least squares regression as the most suitable statistical methodology to deal with this dependence modeling.

Suggested Citation

  • Ida Camminatiello & Rosaria Lombardo & Mario Musella & Gianmarco Borrata, 2024. "A Model for Evaluating Inequalities in Sustainability," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 175(3), pages 879-898, December.
    • Handle: RePEc:spr:soinre:v:175:y:2024:i:3:d:10.1007_s11205-023-03152-3
    DOI: 10.1007/s11205-023-03152-3
    as

    Download full text from publisher

    File URL: http://link.springer.com/10.1007/s11205-023-03152-3
    File Function: Abstract
    Download Restriction: Access to the full text of the articles in this series is restricted.
    File URL: https://libkey.io/10.1007/s11205-023-03152-3?utm_source=ideas
    LibKey link: if access is restricted and if your library uses this service, LibKey will redirect you to where you can use your library subscription to access this item
    ---><---

    As the access to this document is restricted, you may want to

    for a different version of it.

    References listed on IDEAS

    as
    1. Oaxaca, Ronald, 1973. "Male-Female Wage Differentials in Urban Labor Markets," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 14(3), pages 693-709, October.
    2. Alan S. Blinder, 1973. "Wage Discrimination: Reduced Form and Structural Estimates," Journal of Human Resources, University of Wisconsin Press, vol. 8(4), pages 436-455.
    3. Muhammad Kamran & Muhammad Zahid Rafique & Abdul Majeed Nadeem & Sofia Anwar, 2023. "Does Inclusive Growth Contribute Towards Sustainable Development? Evidence from Selected Developing Countries," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 165(2), pages 409-429, January.
    4. Lucadamo, Antonio & Camminatiello, Ida & D'Ambra, Antonello, 2021. "A statistical model for evaluating the patient satisfaction," Socio-Economic Planning Sciences, Elsevier, vol. 73(C).
    5. Floro Ernesto Caroleo & Antonella Rocca & Paolo Mazzocchi & Claudio Quintano, 2020. "Being NEET in Europe Before and After the Economic Crisis: An Analysis of the Micro and Macro Determinants," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 149(3), pages 991-1024, June.
    6. Yitzhaki, Shlomo, 1983. "On an Extension of the Gini Inequality Index," International Economic Review, Department of Economics, University of Pennsylvania and Osaka University Institute of Social and Economic Research Association, vol. 24(3), pages 617-628, October.
    7. Leonardo Salvatore Alaimo & Alberto Arcagni & Marco Fattore & Filomena Maggino, 2021. "Synthesis of Multi-indicator System Over Time: A Poset-based Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 157(1), pages 77-99, August.
    8. Leonardo Salvatore Alaimo & Andrea Ciacci & Enrico Ivaldi, 2021. "Measuring Sustainable Development by Non-aggregative Approach," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 157(1), pages 101-122, August.
    9. Atkinson, Anthony B., 1970. "On the measurement of inequality," Journal of Economic Theory, Elsevier, vol. 2(3), pages 244-263, September.
    10. Leonardo S. Alaimo & Filomena Maggino, 2020. "Sustainable Development Goals Indicators at Territorial Level: Conceptual and Methodological Issues—The Italian Perspective," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 147(2), pages 383-419, January.
    11. Thomas Piketty & Emmanuel Saez, 2003. "Income Inequality in the United States, 1913–1998," The Quarterly Journal of Economics, President and Fellows of Harvard College, vol. 118(1), pages 1-41.
    12. Donaldson, David & Weymark, John A., 1983. "Ethically flexible gini indices for income distributions in the continuum," Journal of Economic Theory, Elsevier, vol. 29(2), pages 353-358, April.
    13. Beate Littig & Erich Griessler, 2005. "Social sustainability: a catchword between political pragmatism and social theory," International Journal of Sustainable Development, Inderscience Enterprises Ltd, vol. 8(1/2), pages 65-79.
    Full references (including those not matched with items on IDEAS)

    Most related items

    These are the items that most often cite the same works as this one and are cited by the same works as this one.
    1. Guido Erreygers & Roselinde Kessels & Linkun Chen & Philip Clarke, 2016. "Decomposing Socioeconomic Inequality of Health," EcoMod2016 9574, EcoMod.
    2. Peter J. Lambert & Helen T. Naughton, 2009. "The Equal Absolute Sacrifice Principle Revisited," Journal of Economic Surveys, Wiley Blackwell, vol. 23(2), pages 328-349, April.
    3. Ferreira , Francisco H. G., 2010. "Distributions in motion: economic growth, inequality, and poverty dynamics," Policy Research Working Paper Series 5424, The World Bank.
    4. repec:ebl:ecbull:v:3:y:2003:i:19:p:1-16 is not listed on IDEAS
    5. Fabio Clementi & Mauro Gallegati & Lisa Gianmoena & Simone Landini & Joseph E. Stiglitz, 2019. "Correction to: Mis-measurement of inequality: a critical reflection and new insights," Journal of Economic Interaction and Coordination, Springer;Society for Economic Science with Heterogeneous Interacting Agents, vol. 14(4), pages 923-923, December.
    6. Rolf Aaberge, 2009. "Ranking intersecting Lorenz curves," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 33(2), pages 235-259, August.
    7. Kleiber, Christian, 2001. "Corrigendum to "The Existence of Population Inequality Measures": [Economics Letters 57 (1997) 39-44]," Economics Letters, Elsevier, vol. 71(3), pages 429-429, June.
    8. Marko Ledić & Ivica Rubil & Ivica Urban, 2023. "Tax progressivity and social welfare with a continuum of inequality views," International Tax and Public Finance, Springer;International Institute of Public Finance, vol. 30(5), pages 1266-1296, October.
    9. H. Eme Ichoku & William Fonta & Michael Thiede, 2011. "Socioeconomic gradients in self-rated health: a developing country case study of Enugu State, Nigeria," Economic Change and Restructuring, Springer, vol. 44(3), pages 179-202, August.
    10. Yitzhaki, Shlomo, 2002. "Do we need a separate poverty measurement?," European Journal of Political Economy, Elsevier, vol. 18(1), pages 61-85, March.
    11. Sofia Izquierdo Sanchez & Maria Navarro Paniagua, 2017. "Hollywood’s Wage Structure and Discrimination," Working Papers 152465718, Lancaster University Management School, Economics Department.
    12. Claudio Zoli, 2002. "Inverse stochastic dominance, inequality measurement and Gini indices," Journal of Economics, Springer, vol. 77(1), pages 119-161, December.
    13. Vincenzo Prete & Alessandro Sommacal & Claudio Zoli, 2016. "Optimal Non-Welfarist Income Taxation for Inequality and Polarization Reduction," Working Papers 23/2016, University of Verona, Department of Economics.
    14. Aaberge, Rolf, 2008. "Erratum to "Axiomatic characterization of the Gini coefficient and Lorenz curve orderings" [J. Econ. Theory 101 (2001) 115-132]," Journal of Economic Theory, Elsevier, vol. 140(1), pages 1-1, May.
    15. Jean-Yves Duclos & Abdelkrim Araar, 2003. "An Atkinson-Gini family of social evaluation functions," Economics Bulletin, AccessEcon, vol. 3(19), pages 1-16.
    16. Franziska Brall & Ramona Schmid, 2023. "Automation, robots and wage inequality in Germany: A decomposition analysis," LABOUR, CEIS, vol. 37(1), pages 33-95, March.
    17. Rolf Aaberge, 2003. "Mean-Spread-Preserving Transformations," Discussion Papers 360, Statistics Norway, Research Department.
    18. Duclos, Jean-Yves & Jalbert, Vincent & Araar, Abdelkrim, 2000. "Classical Horizontal Inequity and Reranking: an Integrated Approach," Cahiers de recherche 0002, Université Laval - Département d'économique.
    19. Philippe Van Kerm, 2013. "Generalized measures of wage differentials," Empirical Economics, Springer, vol. 45(1), pages 465-482, August.
    20. Paul Allanson, 2008. "On the characterisation and measurement of the welfare effects of income mobility from an ex-ante perspective," Dundee Discussion Papers in Economics 219, Economic Studies, University of Dundee.
    21. Ryu, Hang Keun, 2013. "A bottom poor sensitive Gini coefficient and maximum entropy estimation of income distributions," Economics Letters, Elsevier, vol. 118(2), pages 370-374.

    More about this item

    Keywords

    ;
    ;
    ;
    ;

    Statistics

    Access and download statistics

    Corrections

    All material on this site has been provided by the respective publishers and authors. You can help correct errors and omissions. When requesting a correction, please mention this item's handle: RePEc:spr:soinre:v:175:y:2024:i:3:d:10.1007_s11205-023-03152-3. See general information about how to correct material in RePEc.

    If you have authored this item and are not yet registered with RePEc, we encourage you to do it here. This allows to link your profile to this item. It also allows you to accept potential citations to this item that we are uncertain about.

    If CitEc recognized a bibliographic reference but did not link an item in RePEc to it, you can help with this form .

    If you know of missing items citing this one, you can help us creating those links by adding the relevant references in the same way as above, for each refering item. If you are a registered author of this item, you may also want to check the "citations" tab in your RePEc Author Service profile, as there may be some citations waiting for confirmation.

    For technical questions regarding this item, or to correct its authors, title, abstract, bibliographic or download information, contact: Sonal Shukla or Springer Nature Abstracting and Indexing (email available below). General contact details of provider: http://www.springer.com .

    Please note that corrections may take a couple of weeks to filter through the various RePEc services.

    IDEAS is a RePEc service. RePEc uses bibliographic data supplied by the respective publishers.