Fuel poverty and indoor temperature clusters of low income households in Athens, Greece

J. Paravantis, M. Santamouris
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引用次数: 1

Abstract

Fuel poverty is a complex socioeconomic problem that affects low income households hit by the global economic recession. This research employed k-means clustering to group 50 low and very low income households into three clusters (Poorest, Average and Richest) based on mean indoor temperature, surface area of the dwelling, number of rooms, family size, building age and income. The Poorest Cluster contained 9 households that had an annual income of 2133 euros, had the smallest families, occupied less surface area with fewer rooms, lived in older buildings, used less central heating and had the lowest average indoor temperature. The Richest Cluster contained 20 large families that had an average annual income of 11850 euros, occupied a larger surface area, had more rooms and lived in newer buildings with more heating autonomy. Finally, 7.6% of the households of the Richest Cluster, 8.6% of the Average Cluster and 11.6% of the Poorest Cluster were fuel poor. Findings show that the lowest income households live in dire economic conditions and underscore the need to address fuel poverty via targeted measures.
希腊雅典低收入家庭的燃料贫乏和室内温度集群
燃料贫困是一个复杂的社会经济问题,影响着受全球经济衰退打击的低收入家庭。本研究采用k-means聚类方法,根据平均室内温度、住宅面积、房间数量、家庭规模、建筑年龄和收入,将50个低收入和极低收入家庭分为最贫困、平均和最富裕三组。最贫穷的群体包括9个家庭,年收入为2133欧元,家庭规模最小,占地面积较小,房间较少,居住在旧建筑中,使用中央供暖较少,室内平均温度最低。最富有的群体包括20个大家庭,平均年收入为11850欧元,占地面积更大,房间更多,居住在拥有更多供暖自主权的新建筑中。最后,最富裕集群中7.6%的家庭、平均集群中8.6%的家庭和最贫穷集群中11.6%的家庭燃料贫乏。调查结果显示,收入最低的家庭生活在可怕的经济条件下,并强调需要通过有针对性的措施解决燃料贫困问题。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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