Identifying acute kidney injury in children: comparing electronic alerts with health record data.

IF 2.4 4区 医学 Q2 UROLOGY & NEPHROLOGY BMC Nephrology Pub Date : 2025-02-13 DOI:10.1186/s12882-025-03961-3
Lucy Plumb, Manuela Savino, Anna Casula, Manish D Sinha, Carol D Inward, Stephen D Marks, James Medcalf, Dorothea Nitsch
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Abstract

Background: Electronic (e-)alerts for rising serum creatinine values are increasingly used as clinical indicators of acute kidney injury (AKI). The aim of this study was to investigate to what degree AKI episodes, as identified using e-alerts, correlated with coding for AKI in the hospital record for a national cohort of hospitalised children and examine whether coding corresponded with 30-day mortality after an AKI episode.

Methods: A cross-section of AKI episodes based on alerts issued for children under 18 years in England during 2017 were linked to hospital records. Multivariable logistic regression was used to examine patient and clinical factors associated with AKI coding. Agreement between coding and 30-day mortality was examined at hospital level.

Results: 6272 AKI episodes in 5582 hospitalised children were analysed. Overall, coding was poor (19.7%). Older age, living in the least deprived quintile (odds ratio (OR) 1.4, 95% Confidence Interval (CI) 1.1, 1.7) and higher peak AKI stage (stage 1 reference; stage 2 OR 2.0, 95% CI 1.7, 2.4; stage 3 OR 8.6, 95% CI 7.1, 10.6) were associated with higher likelihood of coding in the hospital record. AKI episodes during birth admissions were less likely to be coded (OR 0.4, 95% CI 0.3, 0.5). No correlation was seen between coding and 30-day mortality.

Conclusions: The proportion of AKI alert-identified episodes coded in the hospital record is low, suggesting under-recognition and underestimation of AKI incidence. Understanding the reasons for inequalities in coding, variation in coding between hospitals and how alerts can enhance clinical recognition is needed.

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识别儿童急性肾损伤:电子警报与健康记录数据的比较
背景:血清肌酐值升高的电子警报越来越多地被用作急性肾损伤(AKI)的临床指标。本研究的目的是调查使用电子警报识别的AKI发作与全国住院儿童队列医院记录中AKI编码的相关程度,并检查编码是否与AKI发作后30天死亡率相关。方法:基于2017年英格兰18岁以下儿童警报的AKI发作的横截面与医院记录相关联。多变量逻辑回归用于检查与AKI编码相关的患者和临床因素。在医院一级检查了编码与30天死亡率之间的一致性。结果:分析了5582例住院儿童中6272例AKI发作。总体而言,编码较差(19.7%)。年龄较大,生活在最贫困的五分位数(优势比(OR) 1.4, 95%置信区间(CI) 1.1, 1.7)和AKI峰值较高的阶段(第一阶段参考;ii期OR 2.0, 95% CI 1.7, 2.4;3期(OR 8.6, 95% CI 7.1, 10.6)与医院记录中编码的可能性较高相关。入院时AKI发作不太可能被编码(OR 0.4, 95% CI 0.3, 0.5)。编码与30天死亡率之间没有相关性。结论:医院记录中AKI报警识别事件的比例较低,提示对AKI发病率的认识不足和低估。需要了解编码不平等的原因,医院之间编码的差异以及警报如何增强临床识别。
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来源期刊
BMC Nephrology
BMC Nephrology UROLOGY & NEPHROLOGY-
CiteScore
4.30
自引率
0.00%
发文量
375
审稿时长
3-8 weeks
期刊介绍: BMC Nephrology is an open access journal publishing original peer-reviewed research articles in all aspects of the prevention, diagnosis and management of kidney and associated disorders, as well as related molecular genetics, pathophysiology, and epidemiology.
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