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地理隔离对美国精神残疾的影响。

The impact of geographic isolation on mental disability in the United States.

作者信息

Hudson Christopher G, Doogan Nathan J

机构信息

Salem State University, 352 Lafayette Street, Salem, MA, 01970, USA.

The Ohio State University, Ohio Colleges of Medicine Government Resource Center, USA.

出版信息

SSM Popul Health. 2019 Jun 27;8:100437. doi: 10.1016/j.ssmph.2019.100437. eCollection 2019 Aug.

Abstract

Geographic isolation has long been hypothesized to have a role in the origins and development of mental disabilities. A considerable body of research has established such a correlation. However, study designs have limited researchers' ability to establish a causal connection and rule out rival hypotheses. This study, therefore, aims to assess the strength of the geographic isolation - mental disability relationship and to disentangle it from alternative possibilities, namely that it reflects socioeconomic status, social isolation, economic inequality, or reverse causation. The study employs an analysis of variations in the rates of mental disability throughout 2960 U.S. counties using both Census and CDC data. In addition to partial correlation and ordinary least square analyses, the study employs two-stage least squares regression with instrumental variables (2SLS-IV), a procedure that permits resolution of the problem of endogeneity involving the potential effects of unmeasured variables and reverse causation. Results reveal that the initial bivariate effects of geographic isolation on rates of mental disability are robust after controls for socioeconomic status, income inequality, social isolation, and other predictors are introduced and when tested with the 2SLS-IV procedure. Most variation (54.4%) in county mental disability rates is accounted for by the independent effects of geographic isolation, socioeconomic status, income inequality, and other variables. The results presented, although not conclusive, supports more targeted service planning and more equitable resource investments in rural parts of the United States and other nations.

摘要

长期以来,人们一直假设地理隔离在智力残疾的起源和发展中起作用。大量研究已经证实了这种相关性。然而,研究设计限制了研究人员建立因果联系并排除其他假设的能力。因此,本研究旨在评估地理隔离与智力残疾之间关系的强度,并将其与其他可能性区分开来,即它反映了社会经济地位、社会隔离、经济不平等或反向因果关系。该研究利用人口普查和疾病控制与预防中心(CDC)的数据,对美国2960个县的智力残疾发生率变化进行了分析。除了偏相关分析和普通最小二乘法分析外,该研究还采用了工具变量两阶段最小二乘回归(2SLS-IV),这一程序能够解决涉及未测量变量的潜在影响和反向因果关系的内生性问题。结果显示,在引入社会经济地位、收入不平等、社会隔离和其他预测因素的控制变量后,以及在用2SLS-IV程序进行测试时,地理隔离对智力残疾发生率的初始双变量效应依然稳健。县智力残疾发生率的大部分变异(54.4%)可由地理隔离、社会经济地位、收入不平等和其他变量的独立效应来解释。尽管研究结果并非结论性的,但它们支持在美国农村地区和其他国家进行更有针对性的服务规划和更公平的资源投资。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/ef3f/6626110/d65d8f431528/gr1.jpg

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