Multidimensional Analysis of Deprivation and Fragility Patterns of Migrants in Lombardy, Using Partially Ordered Sets and Self-Organizing Maps

被引:25
作者
Arcagni, Alberto [1 ]
di Belgiojoso, Elisa Barbiano [1 ]
Fattore, Marco [1 ]
Rimoldi, Stefania M. L. [1 ]
机构
[1] Univ Milano Bicocca, Dept Stat & Quantitat Methods, Milan, Italy
关键词
Fuzzy poverty; Multidimensional deprivation; Migrants; Partially ordered set; Social fragility; POVERTY; IMMIGRANTS; NATIVES; HOMEOWNERSHIP; ASSIMILATION;
D O I
10.1007/s11205-018-1856-9
中图分类号
C [社会科学总论];
学科分类号
03 ; 0303 ;
摘要
In this paper, we present a multidimensional fuzzy analysis of the levels and the patterns of poverty and social fragility of migrants' families, in the Italian region of Lombardy, in year 2014. Migrants' poverty emerges as a complex trait, better described as a stratification of nuanced patterns than in black and white terms; Lombard migrants are in fact affected, to different extents, by a diffused sharing of deprivation facets and cannot be trivially split into deprived and non-deprived. The paper employs innovative data analysis tools from the Theory of Partially Ordered Sets; compared to mainstream monetary approaches, this leads to more realistic estimates of poverty diffusion and eliminates some well-known biases of standard evaluation procedures, providing strong support to the use of partial order concepts and tools in social evaluation studies.
引用
收藏
页码:551 / 579
页数:29
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