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Utilizing health analytics in improving the performance of healthcare services: A case study on a tertiary care hospital

机译:利用健康分析提高医疗服务的绩效:一家三级医院的案例研究

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Among the most common and chronic problems in the healthcare system worldwide is the crowding of emergency rooms (ER); leading to many serious complications. King Faisal Specialist Hospital and Research Center utilized health analytics methods to identify areas of deficiency and suggest potential improvements to ER performance. The project implemented solutions and monitored two indicators; ER length of stay (LOS), reflecting efficiency, and percentage of patients leaving without treatment, reflecting effectiveness of the ER. A retrospective analysis of 26,948 ER encounters in 2014 was done in January 2015. Analytics techniques were used to suggest process redesign based on results. Two recommendations were implemented; a Fast-Track for lower acuity ER patients and an internal waiting area, for those patients who can stay vertical and spare an ER bed. 32.8% of ER patients had lower acuity levels and less than 0.5% of them were admitted to the hospital. After implementing the two solutions, the total ER LOS was reduced from 20 h in 2014 to less than 12h in 2016; 40% improvement. The percentages of patients left without being seen stayed around 3.5%, while the percentages of patients left before complete treatment was significantly reduced from 13.5% in 2014 to 5.5% in 2016. Consequently, the total percentage of patients left without treatment was reduced from 17% in 2014 to 9% in 2016, with 50% improvement. All other factors were the same, including numbers of ER visits, Patient Acuity Level, working staff, working hours, and the count of ER beds. Health analytics methods can be used to identify areas of deficiency, potential improvements, and recommend effective solutions to positively enhance ER performance. More solutions should be examined such as team triaging, patients palmar scanning, and placing a physician in triage. Additionally, more indicators should be monitored, such as the effectiveness of ER treatment-including the rates of revisits. (C) 2016 King Saud Bin Abdulaziz University for Health Sciences. Published by Elsevier Limited. All rights reserved.
机译:全世界医疗系统中最常见和长期的问题是急诊室(ER)的拥挤。导致许多严重的并发症。费萨尔国王专科医院和研究中心利用健康分析方法来识别不足的地方,并提出可能改善ER性能的建议。该项目实施了解决方案并监测了两个指标; ER的住院时间(LOS),反映了效率,而未经治疗离开的患者百分比,反映了ER的有效性。于2015年1月对2014年发生的26,948例ER进行了回顾性分析。分析技术被用来建议基于结果的流程重新设计。实施了两项建议;对于那些可以保持垂直状态并保留ER床的患者而言,它是针对低敏锐度ER患者和内部等候区的快速通道。 ER患者中有32.8%的视力水平较低,其中不到0.5%入院。实施这两种解决方案后,总的ER LOS从2014年的20小时减少到2016年的不到12小时;改善40%。未见治疗的患者比例保持在3.5%左右,而完全治疗前未治疗的患者比例从2014年的13.5%显着降低至2016年的5.5%。因此,未治疗的患者总数从17人减少从2014年的9%提高到2016年的9%,并提高了50%。所有其他因素都相同,包括急诊就诊次数,患者视力水平,工作人员,工作时间和急诊床数。健康分析方法可用于识别不足之处,可能的改进并推荐有效的解决方案,以积极提高ER绩效。应该检查更多解决方案,例如团队分诊,患者手掌扫描以及将医生分诊。此外,应监测更多指标,例如ER治疗的有效性-包括复诊率。 (C)2016年沙特·本·阿卜杜勒阿齐兹国王健康科学大学。由Elsevier Limited发布。版权所有。

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