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连接维多利亚州紧急医疗服务创伤数据的经验。

The experience of linking Victorian emergency medical service trauma data.

作者信息

Boyle Malcolm J

机构信息

Monash University, Department of Community Emergency Health and Paramedic Practice, PO Box 527, Frankston 3199, Victoria, Australia.

出版信息

BMC Med Inform Decis Mak. 2008 Nov 17;8:52. doi: 10.1186/1472-6947-8-52.

DOI:10.1186/1472-6947-8-52
PMID:19014622
原文链接:https://pmc.ncbi.nlm.nih.gov/articles/PMC2596105/
Abstract

BACKGROUND

The linking of a large Emergency Medical Service (EMS) dataset with the Victorian Department of Human Services (DHS) hospital datasets and Victorian State Trauma Outcome Registry and Monitoring (VSTORM) dataset to determine patient outcomes has not previously been undertaken in Victoria. The objective of this study was to identify the linkage rate of a large EMS trauma dataset with the Department of Human Services hospital datasets and VSTORM dataset.

METHODS

The linking of an EMS trauma dataset to the hospital datasets utilised deterministic and probabilistic matching. The linking of three EMS trauma datasets to the VSTORM dataset utilised deterministic, probabilistic and manual matching.

RESULTS

There were 66.7% of patients from the EMS dataset located in the VEMD. There were 96% of patients located in the VAED who were defined in the VEMD as being admitted to hospital. 3.7% of patients located in the VAED could not be found in the VEMD due to hospitals not reporting to the VEMD. For the EMS datasets, there was a 146% increase in successful links with the trauma profile dataset, a 221% increase in successful links with the mechanism of injury only dataset, and a 46% increase with sudden deterioration dataset, to VSTORM when using manual compared to deterministic matching.

CONCLUSION

This study has demonstrated that EMS data can be successfully linked to other health related datasets using deterministic and probabilistic matching with varying levels of success. The quality of EMS data needs to be improved to ensure better linkage success rates with other health related datasets.

摘要

背景

此前维多利亚州尚未将大型紧急医疗服务(EMS)数据集与维多利亚州人类服务部(DHS)医院数据集以及维多利亚州创伤结局登记与监测(VSTORM)数据集相链接以确定患者结局。本研究的目的是确定大型EMS创伤数据集与人类服务部医院数据集及VSTORM数据集的链接率。

方法

将EMS创伤数据集与医院数据集进行链接时采用了确定性匹配和概率性匹配。将三个EMS创伤数据集与VSTORM数据集进行链接时采用了确定性匹配、概率性匹配和人工匹配。

结果

EMS数据集中66.7%的患者位于维多利亚州急诊数据(VEMD)中。位于维多利亚州急性事件数据(VAED)中的患者有96%在VEMD中被定义为已入院。由于医院未向VEMD报告,位于VAED中的3.7%的患者在VEMD中未被找到。对于EMS数据集,与创伤概况数据集的成功链接在使用人工匹配时比确定性匹配增加了146%,与仅损伤机制数据集的成功链接增加了221%,与突然恶化数据集的成功链接增加了46%,与VSTORM相比。

结论

本研究表明,使用确定性匹配和概率性匹配,EMS数据能够成功地与其他健康相关数据集相链接,且成功率各不相同。需要提高EMS数据的质量,以确保与其他健康相关数据集有更高的链接成功率。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/100e/2596105/1d86d65e9d55/1472-6947-8-52-1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/100e/2596105/1d86d65e9d55/1472-6947-8-52-1.jpg
https://cdn.ncbi.nlm.nih.gov/pmc/blobs/100e/2596105/1d86d65e9d55/1472-6947-8-52-1.jpg

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