Estimating fuzzy measures of deprivation at local level in Tuscany.

Q1 Mathematics Quality & Quantity Pub Date : 2023-05-27 DOI:10.1007/s11135-023-01679-8
Federico Crescenzi, Laura Neri
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Abstract

In this paper we estimate monetary and non-monetary poverty measures at two sub-regional levels in the region of Tuscany (Italy) using data from the ad-hoc Survey on Vulnerability and Poverty held by Regional Institute from Economic Planning of Tuscany (IRPET). We estimate the percentage of households living in poverty conditions and three supplementary fuzzy measures of poverty regarding deprivation in basic needs and lifestyle, children deprivation, and financial insecurity. The key feature of the survey is that it was carried out after the COVID-19 pandemic, therefore, some of the items collected focus on the subjective perception of poverty eighteen months after the beginning of the pandemic. We assess the quality of these estimates either with initial direct estimates along with their sampling variance, and with a secondary small area estimation when the formers are not sufficiently accurate.

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估计托斯卡纳地方一级贫困的模糊衡量标准。
在本文中,我们使用托斯卡纳经济规划区域研究所(IRPET)举行的脆弱性和贫困问题特别调查的数据,估计了托斯卡纳(意大利)地区两个次区域层面的货币和非货币贫困措施。我们估计了生活在贫困条件下的家庭的百分比,以及关于基本需求和生活方式剥夺、儿童剥夺和经济不安全的三项补充模糊贫困衡量标准。这项调查的主要特点是,它是在新冠肺炎大流行之后进行的,因此,收集的一些项目侧重于大流行开始18个月后对贫困的主观感知。我们评估这些估计的质量,要么使用初始直接估计及其抽样方差,要么在前者不够准确时使用二次小面积估计。
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来源期刊
Quality & Quantity
Quality & Quantity 管理科学-统计学与概率论
CiteScore
4.60
自引率
0.00%
发文量
276
审稿时长
4-8 weeks
期刊介绍: Quality and Quantity constitutes a point of reference for European and non-European scholars to discuss instruments of methodology for more rigorous scientific results in the social sciences. In the era of biggish data, the journal also provides a publication venue for data scientists who are interested in proposing a new indicator to measure the latent aspects of social, cultural, and political events. Rather than leaning towards one specific methodological school, the journal publishes papers on a mixed method of quantitative and qualitative data. Furthermore, the journal’s key aim is to tackle some methodological pluralism across research cultures. In this context, the journal is open to papers addressing some general logic of empirical research and analysis of the validity and verification of social laws. Thus The journal accepts papers on science metrics and publication ethics and, their related issues affecting methodological practices among researchers. Quality and Quantity is an interdisciplinary journal which systematically correlates disciplines such as data and information sciences with the other humanities and social sciences. The journal extends discussion of interesting contributions in methodology to scholars worldwide, to promote the scientific development of social research.
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