Measuring quality of life in Europe: A new fuzzy multicriteria approach

被引:0
|
作者
Reig-Mullor, Javier [1 ]
Garcia-Bernabeu, Ana [2 ]
Pla-Santamaria, David [2 ]
Salas-Molina, Francisco [2 ]
机构
[1] Universitas Miguel Hernandez, Avd. Universidad s/n 03202, Alicante, Elche, Spain
[2] Universitat Politècnica de València, Alcoy Campus, Plaza Ferrándiz y Carbonell, s/n 03801, Alicante, Alcoy, Spain
关键词
Composite indicators - Data uncertainty - Economic performance - Life indicators - Multi-criteria approach - Multicriteria techniques - Picture fuzzy set - Quality of life - Ranking - Uncertainty;
D O I
10.1016/j.techfore.2024.123494
中图分类号
学科分类号
摘要
Quality of life indicators include measures of both objective and subjective well-being to broaden the traditional income-focused view towards a multidimensional view of welfare. In this paper, we develop a single reliable composite index employing fuzzy mathematical modelling that considers the effect of uncertainty and imprecision related to the specific nature of the phenomenon being measured. Additionally, we suggest a procedure for incorporating this new way of assigning priorities through multicriteria techniques. To this end, we propose a new multicriteria approach that introduces the recent notion of picture fuzzy sets to deal with uncertainty and imprecision in the assessment of objective and subjective dimensions of quality-of-life performance. To verify the effectiveness of the whole approach and the credibility of the results, we show its application for monitoring the quality of life in the European Union. Our results show that fuzzy numbers can be a useful tool when combined with multicriteria techniques in the prioritization phase of the criteria and that they increase the quality and reliability of the overall aggregate indicator. Furthermore, through statistical measures we found that in a picture environment the results are consistent regardless of the multi-criteria approach used to provide a final classification. © 2024 The Authors
引用
收藏
相关论文
共 50 条
  • [1] A new fuzzy multicriteria decision making approach: An application for European Quality Award assessment
    Aydin, Serhat
    Kahraman, Cengiz
    Kaya, Ihsan
    [J]. KNOWLEDGE-BASED SYSTEMS, 2012, 32 : 37 - 46
  • [2] A Fuzzy Multicriteria Approach to Estimate the Water Quality Index of Hydroelectric Reservoirs
    José Roberto Ribas
    Juliana Crenitte Ribas Severo
    Letícia Correa Gonçalves
    [J]. Water Resources Management, 2024, 38 : 2155 - 2170
  • [3] A Fuzzy Multicriteria Approach to Estimate the Water Quality Index of Hydroelectric Reservoirs
    Ribas, Jose Roberto
    Severo, Juliana Crenitte Ribas
    Goncalves, Leticia Correa
    [J]. WATER RESOURCES MANAGEMENT, 2024, 38 (06) : 2155 - 2170
  • [4] Measuring the impact of financial crisis on quality of life in Europe
    Betti, Gianni
    D'Agostino, Antonella
    Ghellini, Giulio
    Longobardi, Sergio
    [J]. ECONOMICS BULLETIN, 2020, 40 (01): : 292 - +
  • [5] NEW WAYS OF MEASURING THE QUALITY OF LIFE
    Chmielak, Boguslaw Adam
    [J]. HRADEC ECONOMIC DAYS 2012, PT II, 2012, : 96 - 100
  • [6] What impact has the economic crisis had on quality of life in Europe? A multidimensional and fuzzy approach
    Gianni Betti
    [J]. Quality & Quantity, 2017, 51 : 351 - 364
  • [7] What impact has the economic crisis had on quality of life in Europe? A multidimensional and fuzzy approach
    Betti, Gianni
    [J]. QUALITY & QUANTITY, 2017, 51 (01) : 351 - 364
  • [8] A new method selection approach for fuzzy group multicriteria decision making
    Chang, Yu-Hern
    Yeh, Chung-Hsing
    Chang, Yu-Wei
    [J]. APPLIED SOFT COMPUTING, 2013, 13 (04) : 2179 - 2187
  • [9] AN AXIOMATIC APPROACH TO FUZZY MULTICRITERIA ANALYSIS
    MONTERO, FJ
    [J]. JOURNAL OF THE OPERATIONAL RESEARCH SOCIETY, 1987, 38 (12) : 1167 - 1168
  • [10] Measuring Service Quality via a Fuzzy Analytical Approach
    Min-Chun Yu
    I. Keng
    Hon-Xun Chen
    [J]. International Journal of Fuzzy Systems, 2015, 17 : 292 - 302