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Being Healthy in Fuzzy Logic: The Case of Italy

机译:在模糊逻辑中保持健康:以意大利为例

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摘要

Health is a crucial dimension of individual well being and it is in itself multidimensional and complex. In this paper we tackle this complexity by using fuzzy expert logic that allows us to keep its complexity and at the same time to get crisp indicators that can be used to measure its status. The applied analysis refers to a country, Italy, that shows a high regional variability in health achievements related to the different diffusion and quality of health services across Italy. The source of data used for this purpose is the Italian National Statistical Institute (ISTAT) survey on health conditions. We proceed with a comparison of the results of the application of fuzzy logic to health measurement to a more standard methodology (SF-12) outlining the advantages of using fuzzy logic. The obtained fuzzy measure of health is then analyzed by means of multivariate analysis that confirms regional variability, lower health achievements for women, elderly and lower educated individuals. People in nonstandard working positions (like temporary contract) or unemployed show a lower health achievement too.
机译:健康是个人福祉的一个至关重要的方面,它本身是多维的和复杂的。在本文中,我们通过使用模糊专家逻辑解决了这种复杂性,该逻辑使我们能够保持其复杂性,同时获得可用于衡量其状态的清晰指标。应用的分析指的是一个意大利国家,该国的健康成就在地区性差异很大,这与整个意大利医疗服务的普及程度和质量不同有关。用于此目的的数据源是意大利国家统计局(ISTAT)对健康状况的调查。我们将比较将模糊逻辑应用于健康状况测量的结果与更标准的方法(SF-12)进行比较,该方法概述了使用模糊逻辑的优势。然后,通过多变量分析对获得的健康状况进行模糊测量,以确认区域差异,妇女,老年人和文化程度较低的人的健康成就较低。处于非标准工作位置(例如临时合同)或失业的人的健康状况也较低。

著录项

  • 来源
    《Computational intelligence》|2011年|197-212|共16页
  • 会议地点 Paris(FR);Paris(FR)
  • 作者单位

    Dipartimento di Economia Politica, Facolta di Economia, Universita di Modena e Reggio Emilia, Viale Berengario 51, Modena (MO), Italy;

    Dipartimento di Scienze Economiche e Matematico Statistiche, Universita del Salento, Centra Ecotekne Pal. C - S.P. 6, Lecce-Monteroni, Lecce (LE), Italy;

    Dipartimento di Economia Politica, Facolta di Economia, Universita di Modena e Reggio Emilia, Viale Berengario 51, Modena (MO), Italy;

  • 会议组织
  • 原文格式 PDF
  • 正文语种 eng
  • 中图分类
  • 关键词

    fuzzy logic; health; capabilities; gender perspective;

    机译:模糊逻辑;健康;能力性别观点;

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