School of Geography and Earth Sciences, McMaster University, Hamilton Ontario, Canada.
Int J Health Geogr. 2010 Oct 25;9:52. doi: 10.1186/1476-072X-9-52.
Geographical access to health care facilities is known to influence health services usage. As societies age, accessibility to health care becomes an increasingly acute public health concern. It is known that seniors tend to have lower mobility levels, and it is possible that this may negatively affect their ability to reach facilities and services. Therefore, it becomes important to examine the mobility situation of seniors vis-a-vis the spatial distribution of health care facilities, to identify areas where accessibility is low and interventions may be required.
Accessibility is implemented using a cumulative opportunities measure. Instead of assuming a fixed bandwidth (i.e. a distance threshold) for measuring accessibility, in this paper the bandwidth is defined using model-based estimates of average trip length. Average trip length is an all-purpose indicator of individual mobility and geographical reach. Adoption of a spatial modelling approach allows us to tailor these estimates of travel behaviour to specific locations and person profiles. Replacing a fixed bandwidth with these estimates permits us to calculate customized location- and person-based accessibility measures that allow inter-personal as well as geographical comparisons.
The case study is Montreal Island. Geo-coded travel behaviour data, specifically average trip length, and relevant traveller's attributes are obtained from the Montreal Household Travel Survey. These data are complemented with information from the Census. Health care facilities, also geo-coded, are extracted from a comprehensive business point database. Health care facilities are selected based on Standard Industrial Classification codes 8011-21 (Medical Doctors and Dentists).
Model-based estimates of average trip length show that travel behaviour varies widely across space. With the exception of seniors in the downtown area, older residents of Montreal Island tend to be significantly less mobile than people of other age cohorts. The combination of average trip length estimates with the spatial distribution of health care facilities indicates that despite being more mobile, suburban residents tend to have lower levels of accessibility compared to central city residents. The effect is more marked for seniors. Furthermore, the results indicate that accessibility calculated using a fixed bandwidth would produce patterns of exposure to health care facilities that would be difficult to achieve for suburban seniors given actual mobility patterns.
The analysis shows large disparities in accessibility between seniors and non-seniors, between urban and suburban seniors, and between vehicle owning and non-owning seniors. This research was concerned with potential accessibility levels. Follow up research could consider the results reported here to select case studies of actual access and usage of health care facilities, and related health outcomes.
医疗设施的地理位置被认为会影响卫生服务的使用。随着社会老龄化,获得医疗保健的便利性成为一个日益严重的公共卫生问题。老年人的活动能力往往较低,这可能会对他们到达设施和服务的能力产生负面影响。因此,有必要检查老年人相对于医疗设施空间分布的流动状况,以确定哪些地区的可达性较低,需要进行干预。
使用累积机会度量来衡量可达性。在本文中,不是假设一个固定的带宽(即距离阈值)来测量可达性,而是使用基于模型的平均行程长度估计来定义带宽。平均行程长度是衡量个人流动性和地理覆盖范围的通用指标。采用空间建模方法使我们能够根据特定位置和人员档案调整这些旅行行为的估计值。用这些估计值取代固定带宽可以计算出定制的基于位置和人员的可达性度量值,从而可以进行人际和地理比较。
该案例研究是蒙特利尔岛。从蒙特利尔家庭出行调查中获取了经过地理编码的出行行为数据,特别是平均行程长度以及相关旅行者的属性,并补充了人口普查数据。医疗设施也经过地理编码,从一个全面的企业点数据库中提取。根据标准工业分类代码 8011-21(内科医生和牙医)选择医疗设施。
基于模型的平均行程长度估计表明,出行行为在空间上差异很大。除了市中心的老年人外,蒙特利尔岛的老年居民的流动性明显低于其他年龄组的人。将平均行程长度估计值与医疗设施的空间分布相结合表明,尽管郊区居民的流动性较高,但与市中心居民相比,他们的可达性水平较低。这种影响对老年人更为明显。此外,结果表明,使用固定带宽计算的可达性会产生难以实现的医疗设施暴露模式,对于实际的出行模式来说,郊区老年人很难达到。
分析表明,老年人和非老年人之间、城市和郊区老年人之间以及有车和无车老年人之间的可达性存在很大差距。本研究关注的是潜在的可达性水平。后续研究可以考虑这里报告的结果来选择实际使用医疗设施和相关健康结果的案例研究。