Montazeri Maryam, Multmeier Jan, Novorol Claire, Upadhyay Shubhanan, Wicks Paul, Gilbert Stephen
Ada Health GmbH, Berlin, Germany.
JMIR Form Res. 2021 May 21;5(5):e26402. doi: 10.2196/26402.
Crowding can negatively affect patient and staff experience, and consequently the performance of health care facilities. Crowding can potentially be eased through streamlining and the reduction of duplication in patient history-taking through the use of a digital symptom-taking app.
We simulated the introduction of a digital symptom-taking app on patient flow. We hypothesized that waiting times and crowding in an urgent care center (UCC) could be reduced, and that this would be more efficient than simply adding more staff.
A discrete-event approach was used to simulate patient flow in a UCC during a 4-hour time frame. The baseline scenario was a small UCC with 2 triage nurses, 2 doctors, 1 treatment/examination nurse, and 1 discharge administrator in service. We simulated 33 scenarios with different staff numbers or different potential time savings through the app. We explored average queue length, waiting time, idle time, and staff utilization for each scenario.
Discrete-event simulation showed that even a few minutes saved through patient app-based self-history recording during triage could result in significantly increased efficiency. A modest estimated time saving per patient of 2.5 minutes decreased the average patient wait time for triage by 26.17%, whereas a time saving of 5 minutes led to a 54.88% reduction in patient wait times. Alternatively, adding an additional triage nurse was less efficient, as the additional staff were only required at the busiest times.
Small time savings in the history-taking process have potential to result in substantial reductions in total patient waiting time for triage nurses, with likely effects of reduced patient anxiety, staff anxiety, and improved patient care. Patient self-history recording could be carried out at home or in the waiting room via a check-in kiosk or a portable tablet computer. This formative simulation study has potential to impact service provision and approaches to digitalization at scale.
拥挤会对患者和工作人员的体验产生负面影响,进而影响医疗保健机构的绩效。通过使用数字症状采集应用程序简化流程并减少患者病史采集过程中的重复操作,拥挤状况可能会得到缓解。
我们模拟了引入数字症状采集应用程序对患者流程的影响。我们假设可以减少紧急护理中心(UCC)的等待时间和拥挤情况,并且这比单纯增加工作人员更有效。
采用离散事件方法模拟UCC在4小时时间段内的患者流程。基线场景是一个小型UCC,有2名分诊护士、2名医生、1名治疗/检查护士和1名出院管理员在岗。我们模拟了33种场景,这些场景具有不同的工作人员数量或通过应用程序实现的不同潜在时间节省。我们探讨了每种场景下的平均队列长度、等待时间、空闲时间和工作人员利用率。
离散事件模拟表明,即使在分诊过程中通过基于应用程序的患者自我病史记录节省几分钟,也能显著提高效率。估计每位患者适度节省2.5分钟可使分诊的平均患者等待时间减少26.17%,而节省5分钟可使患者等待时间减少54.88%。相比之下,增加一名分诊护士效率较低,因为只有在最繁忙的时候才需要额外的工作人员。
病史采集过程中节省少量时间有可能大幅减少分诊护士的患者总等待时间,可能会减轻患者焦虑、工作人员焦虑并改善患者护理。患者自我病史记录可以在家中或候诊室通过登记亭或便携式平板电脑进行。这项形成性模拟研究有可能大规模影响服务提供和数字化方法。