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Application of the Vector Measure Construction Method and Technique for Order Preference by Similarity Ideal Solution for the Analysis of the Dynamics of Changes in the Poverty Levels in the European Union Countries

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  • Mateusz Piwowarski

    (Department of Computer Methods in Experimental Economics, University of Szczecin, Mickiewicza 64, 71-101 Szczecin, Poland)

  • Danuta Miłaszewicz

    (Department of Macroeconomics, University of Szczecin, Mickiewicza 64, 71-101 Szczecin, Poland)

  • Małgorzata Łatuszyńska

    (Department of Computer Methods in Experimental Economics, University of Szczecin, Mickiewicza 64, 71-101 Szczecin, Poland)

  • Mariusz Borawski

    (Department of Multimedia Systems, West Pomeranian University of Technology Szczecin, Żołnierska 49, 71-210 Szczecin, Poland)

  • Kesra Nermend

    (Department of Computer Methods in Experimental Economics, University of Szczecin, Mickiewicza 64, 71-101 Szczecin, Poland)

Abstract

In the context of the development of countries, the issue of sustainability is one of the most important aspects that are currently dealt with by scientists and organizations worldwide. There are developed concepts, sustainable development objectives, as well as indicators and tools for measuring sustainability. Following the scientific approach, which aims at operationalization of the concept of sustainable development, the authors propose the application of their own Vector Measure Construction Method for evaluation of sustainable development progress. This method enables creation of aggregated measures with the use of discretionary configuration of indicators and it can be applied for establishing rankings, classifications, and for analyzing dynamics of changes. The research was conducted for European Union countries based on data related to execution of one of 17 Sustainable Development Goals (No Poverty). The results may constitute the recommendation on the selection of methodological approach for activities related to evaluation of sustainable development.

Suggested Citation

  • Mateusz Piwowarski & Danuta Miłaszewicz & Małgorzata Łatuszyńska & Mariusz Borawski & Kesra Nermend, 2018. "Application of the Vector Measure Construction Method and Technique for Order Preference by Similarity Ideal Solution for the Analysis of the Dynamics of Changes in the Poverty Levels in the European ," Sustainability, MDPI, vol. 10(8), pages 1-24, August.
    • Handle: RePEc:gam:jsusta:v:10:y:2018:i:8:p:2858-:d:163288
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    1. Annick Hedlund-de Witt, 2014. "Rethinking Sustainable Development: Considering How Different Worldviews Envision “Development” and “Quality of Life”," Sustainability, MDPI, vol. 6(11), pages 1-19, November.
    2. Esfandiar Maasoumi & Maria Ana Lugo, 2008. "The Information Basis of Multivariate Poverty Assessments," Palgrave Macmillan Books, in: Nanak Kakwani & Jacques Silber (ed.), Quantitative Approaches to Multidimensional Poverty Measurement, chapter 1, pages 1-29, Palgrave Macmillan.
    3. Brent Bleys, 2013. "The Regional Index of Sustainable Economic Welfare for Flanders, Belgium," Sustainability, MDPI, vol. 5(2), pages 1-28, February.
    4. Satya R. Chakravarty & Conchita D’Ambrosio, 2019. "The Measurement of Social Exclusion," Themes in Economics, in: Satya R. Chakravarty (ed.), Poverty, Social Exclusion and Stochastic Dominance, pages 167-189, Springer.
    5. World Commission on Environment and Development,, 1987. "Our Common Future," OUP Catalogue, Oxford University Press, number 9780192820808.
    6. David Barkin & Blanca Lemus, 2013. "Understanding Progress: A Heterodox Approach," Sustainability, MDPI, vol. 5(2), pages 1-15, January.
    7. Cristina Boţa-Avram & Adrian Groşanu & Paula-Ramona Răchişan & Marius Dan Gavriletea, 2018. "The Bidirectional Causality between Country-Level Governance, Economic Growth and Sustainable Development: A Cross-Country Data Analysis," Sustainability, MDPI, vol. 10(2), pages 1-24, February.
    8. Alkire, Sabina & Foster, James, 2011. "Counting and multidimensional poverty measurement," Journal of Public Economics, Elsevier, vol. 95(7-8), pages 476-487, August.
    9. Sinan Erdogan & Cenk Sayin, 2018. "Selection of the Most Suitable Alternative Fuel Depending on the Fuel Characteristics and Price by the Hybrid MCDM Method," Sustainability, MDPI, vol. 10(5), pages 1-15, May.
    10. Chengpeng Lu & Bing Xue & Chenyu Lu & Ting Wang & Lu Jiang & Zilong Zhang & Wanxia Ren, 2016. "Sustainability Investigation of Resource-Based Cities in Northeastern China," Sustainability, MDPI, vol. 8(10), pages 1-16, October.
    11. Sen, Amartya, 1983. "Poor, Relatively Speaking," Oxford Economic Papers, Oxford University Press, vol. 35(2), pages 153-169, July.
    12. Achille Lemmi & Gianni Betti (ed.), 2006. "Fuzzy Set Approach to Multidimensional Poverty Measurement," Economic Studies in Inequality, Social Exclusion, and Well-Being, Springer, number 978-0-387-34251-1, July.
    13. Jean-Yves Duclos & Luca Tiberti, 2016. "Multidimensional poverty indices: A critical assessment," Cahiers de recherche 1602, CIRPEE.
    14. Walter Bossert & Satya R. Chakravarty & Conchita D’Ambrosio, 2019. "Multidimensional Poverty and Material Deprivation with Discrete Data," Themes in Economics, in: Satya R. Chakravarty (ed.), Poverty, Social Exclusion and Stochastic Dominance, pages 191-209, Springer.
    15. Fleurbaey, Marc, 2015. "On sustainability and social welfare," Journal of Environmental Economics and Management, Elsevier, vol. 71(C), pages 34-53.
    16. Peipei You & Sen Guo & Haoran Zhao & Huiru Zhao, 2017. "Operation Performance Evaluation of Power Grid Enterprise Using a Hybrid BWM-TOPSIS Method," Sustainability, MDPI, vol. 9(12), pages 1-15, December.
    17. Kao-Yi Shen & Gwo-Hshiung Tzeng, 2018. "Advances in Multiple Criteria Decision Making for Sustainability: Modeling and Applications," Sustainability, MDPI, vol. 10(5), pages 1-7, May.
    18. Sabina Alkire & James Foster, 2011. "Understandings and misunderstandings of multidimensional poverty measurement," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 9(2), pages 289-314, June.
    19. Opricovic, Serafim & Tzeng, Gwo-Hshiung, 2004. "Compromise solution by MCDM methods: A comparative analysis of VIKOR and TOPSIS," European Journal of Operational Research, Elsevier, vol. 156(2), pages 445-455, July.
    20. Martin Ravallion, 2011. "On multidimensional indices of poverty," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 9(2), pages 235-248, June.
    21. Alkire, Sabina & Santos, Maria Emma, 2014. "Measuring Acute Poverty in the Developing World: Robustness and Scope of the Multidimensional Poverty Index," World Development, Elsevier, vol. 59(C), pages 251-274.
    22. Jarosław Wątróbski & Krzysztof Małecki & Kinga Kijewska & Stanisław Iwan & Artur Karczmarczyk & Russell G. Thompson, 2017. "Multi-Criteria Analysis of Electric Vans for City Logistics," Sustainability, MDPI, vol. 9(8), pages 1-34, August.
    23. Abbas Mardani & Edmundas Kazimieras Zavadskas & Kannan Govindan & Aslan Amat Senin & Ahmad Jusoh, 2016. "VIKOR Technique: A Systematic Review of the State of the Art Literature on Methodologies and Applications," Sustainability, MDPI, vol. 8(1), pages 1-38, January.
    24. Aldi Hagenaars & Klaas de Vos, 1988. "The Definition and Measurement of Poverty," Journal of Human Resources, University of Wisconsin Press, vol. 23(2), pages 211-221.
    25. Louis-Marie Asselin, 2009. "Analysis of Multidimensional Poverty," Economic Studies in Inequality, Social Exclusion, and Well-Being, Springer, edition 1, number 978-1-4419-0843-8, July.
    26. Jarosław Jankowski & Magdalena Zioło & Artur Karczmarczyk & Jarosław Wątróbski, 2017. "Towards Sustainability in Viral Marketing with User Engaging Supporting Campaigns," Sustainability, MDPI, vol. 10(1), pages 1-12, December.
    27. Tom Waas & Jean Hugé & Thomas Block & Tarah Wright & Francisco Benitez-Capistros & Aviel Verbruggen, 2014. "Sustainability Assessment and Indicators: Tools in a Decision-Making Strategy for Sustainable Development," Sustainability, MDPI, vol. 6(9), pages 1-23, August.
    28. Gianni Betti & Francesca Gagliardi & Achille Lemmi & Vijay Verma, 2011. "Subnational indicators of poverty and deprivation in Europe: methodology and applications," Cambridge Journal of Regions, Economy and Society, Cambridge Political Economy Society, vol. 5(1), pages 129-147.
    29. Wenyin Yang & Lin Liu & Xiaobao Yu, 2017. "Evaluating the Comprehensive Benefit of Group-Affiliated New Energy Power Generation Enterprises for Sustainability: Based on a Combined Technique of STBI and TOPSIS," Sustainability, MDPI, vol. 10(1), pages 1-22, December.
    30. Adam P. Balcerzak & Michal Bernard Pietrzak, 2016. "Application of TOPSIS Method for Analysis of Sustainable Development in European Union Countries," Chapters, in: T. Loster & T. Pavelka (ed.),The 10th International Days of Statistics and Economics. Conference Proceedings. September 8-10, 2016, edition 1, volume 1, chapter 9, pages 82-92, Institute of Economic Research.
    31. Satya R. Chakravarty & Jacques Silber, 2008. "Measuring Multidimensional Poverty: The Axiomatic Approach," Palgrave Macmillan Books, in: Nanak Kakwani & Jacques Silber (ed.), Quantitative Approaches to Multidimensional Poverty Measurement, chapter 11, pages 192-209, Palgrave Macmillan.
    32. Udaya Wagle, 2008. "Multidimensional Poverty Measurement," Economic Studies in Inequality, Social Exclusion, and Well-Being, Springer, number 978-0-387-75875-6, July.
    33. Kai-yuen Tsui, 2002. "Multidimensional poverty indices," Social Choice and Welfare, Springer;The Society for Social Choice and Welfare, vol. 19(1), pages 69-93.
    34. Kesra Nermend, 2009. "Vector Calculus in Regional Development Analysis," Contributions to Economics, Springer, number 978-3-7908-2179-6, December.
    35. François Bourguignon & Satya R. Chakravarty, 2019. "The Measurement of Multidimensional Poverty," Themes in Economics, in: Satya R. Chakravarty (ed.), Poverty, Social Exclusion and Stochastic Dominance, pages 83-107, Springer.
    36. Dongxiao Niu & Yan Li & Shuyu Dai & Hui Kang & Zhenyu Xue & Xianing Jin & Yi Song, 2018. "Sustainability Evaluation of Power Grid Construction Projects Using Improved TOPSIS and Least Square Support Vector Machine with Modified Fly Optimization Algorithm," Sustainability, MDPI, vol. 10(1), pages 1-19, January.
    37. Tom Waas & Jean Huge & Thomas BLOCK & Tarah Wright & Francisco Javier Benitez Capistros & Aviel Verbruggen, 2014. "Sustainability assessment and indicators: Tools in a decision-making strategy for sustainable development," ULB Institutional Repository 2013/189410, ULB -- Universite Libre de Bruxelles.
    38. Sabina Alkire & Maria Santos, 2013. "A Multidimensional Approach: Poverty Measurement & Beyond," Social Indicators Research: An International and Interdisciplinary Journal for Quality-of-Life Measurement, Springer, vol. 112(2), pages 239-257, June.
    39. Foster, James E, 1998. "Absolute versus Relative Poverty," American Economic Review, American Economic Association, vol. 88(2), pages 335-341, May.
    40. Nanak Kakwani & Jacques Silber (ed.), 2008. "Quantitative Approaches to Multidimensional Poverty Measurement," Palgrave Macmillan Books, Palgrave Macmillan, number 978-0-230-58235-4, October.
    41. Arrow, Kenneth J. & Dasgupta, Partha & Goulder, Lawrence H. & Mumford, Kevin J. & Oleson, Kirsten, 2013. "Sustainability and the measurement of wealth: further reflections," Environment and Development Economics, Cambridge University Press, vol. 18(4), pages 504-516, August.
    42. Fleurbaey, Marc & Blanchet, Didier, 2013. "Beyond GDP: Measuring Welfare and Assessing Sustainability," OUP Catalogue, Oxford University Press, number 9780199767199.
    43. Canmian Liu & Ruyun Zhang & Min Wang & Jing Xu, 2018. "Measurement and Prediction of Regional Tourism Sustainability: An Analysis of the Yangtze River Economic Zone, China," Sustainability, MDPI, vol. 10(5), pages 1-20, April.
    44. Mardani, Abbas & Zavadskas, Edmundas Kazimieras & Khalifah, Zainab & Zakuan, Norhayati & Jusoh, Ahmad & Nor, Khalil Md & Khoshnoudi, Masoumeh, 2017. "A review of multi-criteria decision-making applications to solve energy management problems: Two decades from 1995 to 2015," Renewable and Sustainable Energy Reviews, Elsevier, vol. 71(C), pages 216-256.
    45. Luna Bellani, 2013. "Multidimensional indices of deprivation: the introduction of reference groups weights," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 11(4), pages 495-515, December.
    46. A. Atkinson, 2003. "Multidimensional Deprivation: Contrasting Social Welfare and Counting Approaches," The Journal of Economic Inequality, Springer;Society for the Study of Economic Inequality, vol. 1(1), pages 51-65, April.
    47. James Foster & Suman Seth & Michael Lokshin & Zurab Sajaia, 2013. "A Unified Approach to Measuring Poverty and Inequality--Theory and Practice : Streamlined Analysis with ADePT Software," World Bank Publications - Books, The World Bank Group, number 13731.
    48. Kumar, Abhishek & Sah, Bikash & Singh, Arvind R. & Deng, Yan & He, Xiangning & Kumar, Praveen & Bansal, R.C., 2017. "A review of multi criteria decision making (MCDM) towards sustainable renewable energy development," Renewable and Sustainable Energy Reviews, Elsevier, vol. 69(C), pages 596-609.
    49. Jonathan Haughton & Shahidur R. Khandker, 2009. "Handbook on Poverty and Inequality," World Bank Publications - Books, The World Bank Group, number 11985.
    50. Huiru Zhao & Nana Li, 2016. "Performance Evaluation for Sustainability of Strong Smart Grid by Using Stochastic AHP and Fuzzy TOPSIS Methods," Sustainability, MDPI, vol. 8(2), pages 1-22, January.
    51. Dianfa Wu & Zhiping Yang & Ningling Wang & Chengzhou Li & Yongping Yang, 2018. "An Integrated Multi-Criteria Decision Making Model and AHP Weighting Uncertainty Analysis for Sustainability Assessment of Coal-Fired Power Units," Sustainability, MDPI, vol. 10(6), pages 1-27, May.
    52. Edmundas Kazimieras Zavadskas & Abbas Mardani & Zenonas Turskis & Ahmad Jusoh & Khalil MD Nor, 2016. "Development of TOPSIS Method to Solve Complicated Decision-Making Problems — An Overview on Developments from 2000 to 2015," International Journal of Information Technology & Decision Making (IJITDM), World Scientific Publishing Co. Pte. Ltd., vol. 15(03), pages 645-682, May.
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