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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

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

作者信息

Plumb Lucy, Savino Manuela, Casula Anna, Sinha Manish D, Inward Carol D, Marks Stephen D, Medcalf James, Nitsch Dorothea

机构信息

UK Renal Registry, UK Kidney Association, Building 20A1, Filton 20, Filton, Bristol, BS34 7RR, UK.

Population Health Sciences, University of Bristol Medical School, Oakfield Grove, Bristol, BS8 2BN, UK.

出版信息

BMC Nephrol. 2025 Feb 13;26(1):75. doi: 10.1186/s12882-025-03961-3.

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.

摘要

背景

血清肌酐值升高的电子(e-)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在全国住院儿童队列中,通过电子警报识别的AKI发作与医院记录中AKI编码的相关程度,并检查编码是否与AKI发作后的30天死亡率相符。

方法

基于2017年期间英格兰18岁以下儿童发出的警报的AKI发作横断面与医院记录相关联。使用多变量逻辑回归来检查与AKI编码相关的患者和临床因素。在医院层面检查编码与30天死亡率之间的一致性。

结果

分析了5582名住院儿童中的6272次AKI发作。总体而言,编码情况较差(19.7%)。年龄较大、生活在最不贫困五分位数(优势比(OR)1.4,95%置信区间(CI)1.1,1.7)以及更高的AKI峰值阶段(以1期为参照;2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。出生入院期间的AKI发作编码的可能性较小(OR 0.4,95%CI 0.3,0.5)。编码与30天死亡率之间未发现相关性。

结论

医院记录中对通过AKI警报识别的发作进行编码的比例较低,这表明对AKI发病率的认识不足和估计过低。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提高临床识别能力。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/b650/11827200/485d0dd32df5/12882_2025_3961_Fig1_HTML.jpg

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