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利用患者地理信息系统数据规划远程医疗服务地点。

Utilizing patient geographic information system data to plan telemedicine service locations.

作者信息

Soares Neelkamal, Dewalle Joseph, Marsh Ben

机构信息

Department of Pediatric and Adolescent Medicine, Western Michigan University Homer Stryker MD School of Medicine, Kalamazoo, MI, USA.

Environmental Health Institute, Center for Health Research, Geisinger Health System, Danville, PA, USA.

出版信息

J Am Med Inform Assoc. 2017 Sep 1;24(5):891-896. doi: 10.1093/jamia/ocx011.

Abstract

OBJECTIVE

To understand potential utilization of clinical services at a rural integrated health care system by generating optimal groups of telemedicine locations from electronic health record (EHR) data using geographic information systems (GISs).

METHODS

This retrospective study extracted nonidentifiable grouped data of patients over a 2-year period from the EHR, including geomasked locations. Spatially optimal groupings were created using available telemedicine sites by calculating patients' average travel distance (ATD) to the closest clinic site.

RESULTS

A total of 4027 visits by 2049 unique patients were analyzed. The best travel distances for site groupings of 3, 4, 5, or 6 site locations were ranked based on increasing ATD. Each one-site increase in the number of available telemedicine sites decreased minimum ATD by about 8%. For a given group size, the best groupings were very similar in minimum travel distance. There were significant differences in predicted patient load imbalance between otherwise similar groupings. A majority of the best site groupings used the same small number of sites, and urban sites were heavily used.

DISCUSSION

With EHR geospatial data at an individual patient level, we can model potential telemedicine sites for specialty access in a rural geographic area. Relatively few sites could serve most of the population. Direct access to patient GIS data from an EHR provides direct knowledge of the client base compared to methods that allocate aggregated data.

CONCLUSION

Geospatial data and methods can assist health care location planning, generating data about load, load balance, and spatial accessibility.

摘要

目的

通过使用地理信息系统(GIS)从电子健康记录(EHR)数据中生成最佳远程医疗地点组,了解农村综合医疗保健系统中临床服务的潜在利用情况。

方法

这项回顾性研究从EHR中提取了2年期间患者的不可识别分组数据,包括地理掩码位置。通过计算患者到最近诊所地点的平均旅行距离(ATD),使用可用的远程医疗站点创建空间最优分组。

结果

共分析了2049名独特患者的4027次就诊。根据ATD的增加对3、4、5或6个站点位置的站点分组的最佳旅行距离进行了排名。可用远程医疗站点数量每增加一个,最小ATD降低约8%。对于给定的组大小,最佳分组在最小旅行距离方面非常相似。在其他方面相似的分组之间,预测的患者负荷不平衡存在显著差异。大多数最佳站点分组使用相同的少数站点,并且城市站点被大量使用。

讨论

利用个体患者层面的EHR地理空间数据,我们可以为农村地理区域的专科访问模拟潜在的远程医疗站点。相对较少的站点可以为大多数人口提供服务。与分配汇总数据的方法相比,直接从EHR访问患者GIS数据可直接了解客户群。

结论

地理空间数据和方法可以协助医疗保健地点规划,生成有关负荷、负荷平衡和空间可达性的数据。

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