Neighborhood Characteristics, Deprivation, and Attachment: Evidence From Guangzhou, China

适度 中国 多级模型 背景(考古学) 比例(比率) 测量数据收集 人口经济学 心理学 感觉 描述性统计 社会剥夺 地理 社会心理学 经济增长 经济 计算机科学 考古 机器学习 统计 地图学 数学
作者
Jiang Chang,Tingting Lu,Dixiang Xie,Zihan Lin
出处
期刊:Housing Policy Debate [Taylor & Francis]
卷期号:32 (4-5): 661-677 被引量:6
标识
DOI:10.1080/10511482.2022.2055613
摘要

Housing reform since the 1990s has created a new sociospatial structure in Chinese cities. However, neighborhood deprivation remains one of the key challenges for urban housing policies. This study investigates the relationship among perceived neighborhood characteristics, deprivation, and attachment, based on a survey of 59 neighborhoods across Guangzhou, China. We adopt an objective approach to measure the index of multiple deprivation (IMD) on the neighborhood scale. The descriptive statistics indicate that while residents in deprived neighborhoods generally report lower level of perceived neighborhood physical environments and neighborhood attachment, their evaluations of neighborhood social environments are not necessarily lower. Results from the hierarchical linear modeling (HLM) show that perceived housing conditions, perceived neighborhood environment, neighborhood ties, and sense of security are significantly correlated with neighborhood attachment. Furthermore, the moderation analysis reveals that the effect of perceived housing conditions on neighborhood attachment is stronger in more deprived neighborhoods. We propose that residents' subjective feelings, timely and direct measurement of IMD, and context-based strategies should be used in urban housing policies to reduce the negative impacts of neighborhood deprivation.
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