关于居民留存的良好决策的良好数据分析

Eli Coltin
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引用次数: 0

摘要

印第安纳州拉斐特的北部社区深受居民流动率高的困扰,但该市努力建设一个居民愿意长期居住的社区。通过这些社区的振兴,社区的福祉和居民的宜居性可以增加。本研究的目的是确定与这些流动居民相关的地理和数量趋势。该研究与拉斐特市(City of Lafayette)合作,分析了当地家庭的地理和数字数据,以了解这些趋势,并通过确定重点保留工作的领域,帮助该市努力提高北部社区的居民保留率。该研究的重点是分析家庭数据,以确定具有低保留率高风险家庭模式的地点。用于确定这些地点的方法是在研究社区的地图上绘制每个家庭,并通过确定显著影响保留率的不同因素来过滤家庭,以得出地理趋势。分析这些趋势表明,年轻的低收入租房者更有可能在他们的房子里住更短的时间。针对这些租房者和北部社区可能的临时居民制作了地理可视化,并确定了这些潜在的临时租房者的地理区域。确定了这些特定区域后,建议社区合作伙伴拉斐特市将资源集中在拉斐特北部社区这些特定区域的保留和振兴工作上。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
Good Data for Good Decisions about Resident Retention Analysis on Resident Retention
Th e northern neighborhoods of Lafayette, Indiana, are plagued by high resident turnover, but the city strives to build a community where residents will want to live for an extended period. Th rough revitalization of these neighborhoods, the well-being of the community and the livability of the area for residents could be increased. Th e purpose of this study was to identify geographical and quantitative trends associated with these transient residents. In partnership with the City of Lafayette, the study analyzed geographical and numerical data about local households to understand these trends and aid in the city’s eff ort to increase resident retention in the northern neighborhoods by identifying areas to focus retention eff orts on. Th e study focused on analyzing household data to identify locations with patterns of households at high risk of low retention. Th e method used to identify these locations was plotting each household on a map of the studied neighborhoods and fi ltering households by diff erent factors determined to signifi cantly aff ect retention to derive geographical trends. Analyzing these trends showed that young low-income home renters were more likely to live in their home for shorter amounts of time. Geographical visualizations were produced focusing on these home renters and the northern neighborhood’s likely transient residents, and geographical areas of these potentially transient home renters were identifi ed. With these specifi c areas identifi ed, it was recommended that the community partner, the City of Lafayette, focus resources on eff orts of retention and revitalization in these specifi c areas of the northern neighborhoods of Lafayette.
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