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Measuring segregation as a spatial optimisation problem, revisited: a case study of London, 1991-2011

机译:重新审视作为空间优化问题的隔离:以伦敦为例,1991-2011年

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摘要

There has been long and wide-ranging debate in the social science literature about how best to conceptualise and to measure segregation. A popular measure is the dissimilarity index, usually attributed to Duncan and Duncan who were aware of its geographical limitations - that it, like most indices, is invariant to the precise spatial patterning of the segregation measured. Whilst one response to this shortcoming has been to develop a spatial adjustment, a number of papers from the 1980s and 1990s took the approach of treating the measurement as a (spatial) optimisation problem. This paper revisits that optimisation literature, arguing that what was computationally prohibitive in the past is now possible in the open-source software, R, and emblematic of the sorts of problem that might be more routinely solved in a cyberinfrastructure tailored to geographical analysis. Applying this method to UK Census data for London, and comparing the optimisation measure with the standard and adjusted dissimilarity indices, claims of ethnic desegregation are considered.
机译:社会科学文献中就如何最好地概念化和衡量种族隔离问题进行了广泛而广泛的辩论。一种流行的度量是相异指数,通常归因于Duncan和Duncan,他们知道其地理局限性-与大多数指数一样,它与所测量的偏析的精确空间格局无关。解决此缺点的一种方法是开发空间调整,但1980年代和1990年代的许多论文都采用了将测量视为(空间)优化问题的方法。本文回顾了最优化文献,认为过去在计算上令人望而却步的东西现在可以在开源软件R中实现,并且象征着可能在针对地理分析的网络基础设施中更常规地解决的这类问题。将这种方法应用于伦敦的英国人口普查数据,并将优化措施与标准和调整后的相异指数进行比较,考虑种族隔离的主张。

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