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利用交通网络对老年人筛查和治疗设施的可达性进行建模。

Modeling Accessibility of Screening and Treatment Facilities for Older Adults using Transportation Networks.

作者信息

Zhang Qiuyi, Northridge Mary E, Jin Zhu, Metcalf Sara S

机构信息

Department of Geography, The State University of New York at Buffalo, Buffalo, NY 14261, USA.

Department of Epidemiology & Health Promotion, New York University College of Dentistry, New York, NY 10010, USA.

出版信息

Appl Geogr. 2018 Apr;93:64-75. doi: 10.1016/j.apgeog.2018.02.013. Epub 2018 Feb 28.

Abstract

Increased lifespans and population growth have resulted in an older U.S. society that must reckon with the complex oral health needs that arise as adults age. Understanding accessibility to screening and treatment facilities for older adults is necessary in order to provide them with preventive and restorative services. This study uses an agent-based model to examine the accessibility of screening and treatment facilities via transportation networks for older adults living in the neighborhoods of northern Manhattan, New York City. Older adults are simulated as socioeconomically distinct agents who move along a GIS-based transportation network using transportation modes that mediate their access to screening and treatment facilities. This simulation model includes four types of mobile agents as a simplifying assumption: walk, by car, by bus, or by van (i.e., a form of transportation assistance for older adults). These mobile agents follow particular routes: older adults who travel by car, bus, and van follow street roads, whereas pedestrians follow walkways. The model enables the user to focus on one neighborhood at a time for analysis. The spatial dimension of an older adult's accessibility to screening and treatment facilities is simulated through the travel costs (indicated by travel time or distance) incurred in the GIS-based model environment, where lower travel costs to screening and treatment facilities imply better access. This model provides a framework for representing health-seeking behavior that is contextualized by a transportation network in a GIS environment.

摘要

寿命延长和人口增长导致美国社会老龄化,这使得美国必须应对成年人随着年龄增长而产生的复杂口腔健康需求。为老年人提供预防和修复服务,有必要了解他们获得筛查和治疗设施的情况。本研究使用基于主体的模型,通过交通网络来考察纽约市曼哈顿北部社区老年人获得筛查和治疗设施的情况。老年人被模拟为具有社会经济差异的主体,他们沿着基于地理信息系统(GIS)的交通网络移动,采用不同的交通方式来获得筛查和治疗设施。作为一个简化假设,该模拟模型包括四种类型的移动主体:步行、乘汽车、乘公交车或乘厢式货车(即老年人的一种交通辅助形式)。这些移动主体遵循特定的路线:乘汽车、公交车和厢式货车出行的老年人遵循街道道路,而行人则走人行道。该模型能让用户一次专注于一个社区进行分析。通过在基于GIS的模型环境中产生的出行成本(以出行时间或距离表示)来模拟老年人获得筛查和治疗设施的空间维度,其中前往筛查和治疗设施的出行成本越低意味着可及性越好。该模型提供了一个框架,用于呈现由GIS环境中的交通网络所决定的就医行为。

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