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数字化护理路径的实施(第1部分):对临床结果和相关医疗保健成本的影响

Implementation of a Digitally Enabled Care Pathway (Part 1): Impact on Clinical Outcomes and Associated Health Care Costs.

作者信息

Connell Alistair, Raine Rosalind, Martin Peter, Barbosa Estela Capelas, Morris Stephen, Nightingale Claire, Sadeghi-Alavijeh Omid, King Dominic, Karthikesalingam Alan, Hughes Cían, Back Trevor, Ayoub Kareem, Suleyman Mustafa, Jones Gareth, Cross Jennifer, Stanley Sarah, Emerson Mary, Merrick Charles, Rees Geraint, Montgomery Hugh, Laing Christopher

机构信息

Centre for Human Health and Performance, University College London, London, United Kingdom.

DeepMind Health, London, United Kingdom.

出版信息

J Med Internet Res. 2019 Jul 15;21(7):e13147. doi: 10.2196/13147.

Abstract

BACKGROUND

The development of acute kidney injury (AKI) in hospitalized patients is associated with adverse outcomes and increased health care costs. Simple automated e-alerts indicating its presence do not appear to improve outcomes, perhaps because of a lack of explicitly defined integration with a clinical response.

OBJECTIVE

We sought to test this hypothesis by evaluating the impact of a digitally enabled intervention on clinical outcomes and health care costs associated with AKI in hospitalized patients.

METHODS

We developed a care pathway comprising automated AKI detection, mobile clinician notification, in-app triage, and a protocolized specialist clinical response. We evaluated its impact by comparing data from pre- and postimplementation phases (May 2016 to January 2017 and May to September 2017, respectively) at the intervention site and another site not receiving the intervention. Clinical outcomes were analyzed using segmented regression analysis. The primary outcome was recovery of renal function to ≤120% of baseline by hospital discharge. Secondary clinical outcomes were mortality within 30 days of alert, progression of AKI stage, transfer to renal/intensive care units, hospital re-admission within 30 days of discharge, dependence on renal replacement therapy 30 days after discharge, and hospital-wide cardiac arrest rate. Time taken for specialist review of AKI alerts was measured. Impact on health care costs as defined by Patient-Level Information and Costing System data was evaluated using difference-in-differences (DID) analysis.

RESULTS

The median time to AKI alert review by a specialist was 14.0 min (interquartile range 1.0-60.0 min). There was no impact on the primary outcome (estimated odds ratio [OR] 1.00, 95% CI 0.58-1.71; P=.99). Although the hospital-wide cardiac arrest rate fell significantly at the intervention site (OR 0.55, 95% CI 0.38-0.76; P<.001), DID analysis with the comparator site was not significant (OR 1.13, 95% CI 0.63-1.99; P=.69). There was no impact on other secondary clinical outcomes. Mean health care costs per patient were reduced by £2123 (95% CI -£4024 to -£222; P=.03), not including costs of providing the technology.

CONCLUSIONS

The digitally enabled clinical intervention to detect and treat AKI in hospitalized patients reduced health care costs and possibly reduced cardiac arrest rates. Its impact on other clinical outcomes and identification of the active components of the pathway requires clarification through evaluation across multiple sites.

摘要

背景

住院患者急性肾损伤(AKI)的发生与不良预后及医疗费用增加相关。简单的自动电子警报虽能提示其存在,但似乎并未改善预后,可能是因为缺乏与临床应对措施的明确整合。

目的

我们试图通过评估一项数字化干预措施对住院患者AKI相关临床结局和医疗费用的影响来验证这一假设。

方法

我们制定了一条护理路径,包括自动AKI检测、向临床医生发送移动通知、应用内分诊以及标准化的专科临床应对措施。我们通过比较干预地点和另一个未接受干预地点在实施前和实施后阶段(分别为2016年5月至2017年1月以及2017年5月至9月)的数据来评估其影响。使用分段回归分析来分析临床结局。主要结局是出院时肾功能恢复至基线水平的≤120%。次要临床结局包括警报发出后30天内的死亡率、AKI分期进展、转入肾脏/重症监护病房、出院后30天内再次入院、出院后30天对肾脏替代治疗的依赖以及全院心脏骤停率。测量了专科医生对AKI警报进行评估所需的时间。使用差异-in-差异(DID)分析评估对患者层面信息和成本核算系统数据所定义的医疗费用的影响。

结果

专科医生对AKI警报进行评估的中位时间为14.0分钟(四分位间距为1.0 - 60.0分钟)。对主要结局无影响(估计比值比[OR]为1.00,95%置信区间为0.58 - 1.71;P = 0.99)。尽管干预地点的全院心脏骤停率显著下降(OR为0.55,95%置信区间为0.38 - 0.76;P < 0.001),但与对照地点进行的DID分析无显著差异(OR为1.13,95%置信区间为0.63 - 1.99;P = 0.69)。对其他次要临床结局无影响。每位患者的平均医疗费用降低了2123英镑(95%置信区间为 - 4024至 - 222英镑;P = 0.03),不包括提供该技术的成本。

结论

在住院患者中用于检测和治疗AKI的数字化临床干预措施降低了医疗费用,并可能降低了心脏骤停率。其对其他临床结局的影响以及该护理路径中活性成分的识别需要通过多地点评估来明确。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/0d55/6693300/684e4b5a5590/jmir_v21i7e13147_fig1.jpg

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