多伦多社区的邻里特征与过早死亡率有关吗?

Zhehui Zhao, Jingxin Yuan
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摘要

目的:社区社会经济特征与居民过早死亡率之间的关系是一个有争议的话题,引起了许多地方政府的关注。本文的目的是确定三个指标对多伦多市140个社区的过早死亡率的影响,包括医疗服务提供者的数量,毒品逮捕的数量和社区公平得分。方法:利用2018年1月至2018年12月多伦多开放数据中心的数据进行回归分析。显示当地社区拥有多少医疗服务部门的卫生服务提供者数量被生成一个虚拟变量(每1000人<1.5或≥1.5个卫生服务提供者),所有数据集被清理为同一单位,即每1000人。使用单回归和多元回归来比较过早死亡率的变化,过早死亡率意味着死亡发生在70岁之前。结果:将所有指标加权考虑后,经验证据表明,每千人每增加一次毒品逮捕事件,过早死亡率平均上升4%;每千人每增加一次医疗服务提供者,过早死亡率平均下降10%;就邻里公平得分而言,每增加一分,平均过早死亡率就会下降约1%。结论:社会经济因素与当地早亡率密切相关,积极改善当地生活条件可降低早亡率,防患于未然。
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Are Neighborhood Features Associated With Premature Mortality in Toronto Neighborhoods?
Objective: The relationship between neighborhood social and economic features and the residents’ premature mortality rate is a controversial topic that has brought concerns from many local governments. The purpose of this paper was to determine the impacts of three indicators, including numbers of health providers, numbers of drug arrests, and neighborhood equity scores on premature mortality in the 140 neighborhoods in the City of Toronto.Methods: Conducting regression analysis by using the data from January 2018 to December 2018 obtained from OpenData Toronto. The number of health providers, which shows how many medical service sectors the local community has is generated into a dummy variable (<1.5 or ≥1.5 health providers per 1000 people), and all datasets are cleaned into the same unit, which is per thousand people. Both single regressions and multiple regression are used to compare the change in premature mortality rate, which means the deaths occurred before 70 years old.Results: Taking all indicators into weighted consideration, the empirical evidence shows that the premature mortality rate increased by 4% on average with every one additional drug arrest incident occurring per thousand people while with every additional health provider per one thousand citizens, the premature mortality rate will decrease by 10% on average; In terms of neighborhood equity score, one point increase is associated with a roughly 1% decrease in premature mortality rate on average.Conclusion: Social and economic factors are closely associated with the local premature mortality rate and actively improving the local living conditions can decrease the premature mortality rate while preventing serious issues before it actually occurs.
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