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英格兰外周动脉疾病患者血运重建手术编码中ICD-10系统的评估:一项使用国家行政和临床数据库的回顾性队列研究。

Evaluation of the ICD-10 system in coding revascularisation procedures in patients with peripheral arterial disease in England: A retrospective cohort study using national administrative and clinical databases.

作者信息

Birmpili Panagiota, Atkins Eleanor, Li Qiuju, Johal Amundeep S, Waton Sam, Williams Robin, Pherwani Arun D, Cromwell David A

机构信息

Clinical Effectiveness Unit, The Royal College of Surgeons of England, London, UK.

Hull York Medical School, Hull, UK.

出版信息

EClinicalMedicine. 2022 Nov 12;55:101738. doi: 10.1016/j.eclinm.2022.101738. eCollection 2023 Jan.

Abstract

BACKGROUND

Many studies evaluating care in hospitals in England use the Hospital Episode Statistics (HES) administrative database. The aim of this study was to explore whether the International Classification of Diseases 10th Revision (ICD-10) system used by HES supported the evaluation of care received by patients with peripheral arterial disease (PAD) who had revascularisation.

METHODS

This retrospective cohort study used records on patients who had revascularisation for PAD between 1st January 2017 and 31st December 2019 in England, collected prospectively in the National Vascular Registry (NVR) and linked to HES. Patients were excluded if their NVR record did not have a match in HES, due to lack of consent or different admission and procedure dates. Agreement between different presentations of PAD recorded in the NVR and the ICD-10 diagnostic codes recorded in HES was evaluated using the unweighted Kappa statistic and sensitivity and specificity. Agreement between the NVR and HES was also assessed for gender, age, comorbidities, mode of admission, and procedure type and side.

FINDINGS

In total, 20,603 patients who had 24,621 admissions were included in the study. Agreement between NVR and HES on patient gender (Kappa = 0.98), age (Kappa = 0.98), mode of admission (Kappa = 0.80), and procedure type and side (Kappa = 0.92 and 0.87, respectively) was excellent. When all diagnostic fields in HES were explored, substantial agreement was observed for chronic ischaemia with tissue loss (Kappa = 0.63), but it was lower for chronic ischaemia without tissue loss (Kappa = 0.32) and acute limb ischaemia (Kappa = 0.15). Agreement on comorbidities was mixed; excellent for diabetes (Kappa = 0.82), moderate for chronic lung disease (Kappa = 0.56), chronic kidney disease (Kappa = 0.56), and ischaemic heart disease (Kappa = 0.45) and fair for chronic heart failure (Kappa = 0.35).

INTERPRETATION

The diagnostic ICD-10 codes currently used in HES cannot accurately differentiate between stages of PAD. Therefore, studies using HES to examine patterns of care and outcomes for patients with PAD are likely to suffer from misclassification bias. Adopting an extended ICD-10 system or the ICD-11 version released to the World Health Organisation member states in 2022, may overcome this problem.

FUNDING

Healthcare Quality Improvement Partnership (HQIP).

摘要

背景

许多评估英格兰医院医疗服务的研究使用医院事件统计(HES)行政数据库。本研究的目的是探讨HES所使用的国际疾病分类第10版(ICD - 10)系统是否支持对接受血运重建术的外周动脉疾病(PAD)患者所接受的医疗服务进行评估。

方法

这项回顾性队列研究使用了2017年1月1日至2019年12月31日在英格兰因PAD接受血运重建术的患者记录,这些记录是前瞻性地在国家血管登记处(NVR)收集的,并与HES相链接。如果患者的NVR记录因缺乏同意或入院及手术日期不同而在HES中没有匹配项,则将其排除。使用未加权kappa统计量以及敏感性和特异性评估NVR中记录的不同PAD表现与HES中记录的ICD - 10诊断代码之间的一致性。还评估了NVR和HES在性别、年龄、合并症、入院方式、手术类型和手术部位方面的一致性。

结果

本研究共纳入20,603例患者,他们共有24,621次入院记录。NVR和HES在患者性别(kappa = 0.98)、年龄(kappa = 0.98)、入院方式(kappa = 0.80)以及手术类型和手术部位(分别为kappa = 0.92和0.87)方面的一致性极佳。当探索HES中的所有诊断字段时,观察到慢性缺血伴组织丢失的一致性较高(kappa = 0.63),但慢性缺血无组织丢失(kappa = 0.32)和急性肢体缺血(kappa = 0.15)的一致性较低。合并症方面的一致性参差不齐;糖尿病的一致性极佳(kappa = 0.82),慢性肺病(kappa = 0.56)、慢性肾病(kappa = 0.56)和缺血性心脏病(kappa = 0.45)的一致性中等,慢性心力衰竭的一致性一般(kappa = 0.35)。

解读

HES目前使用的ICD - 10诊断代码无法准确区分PAD的不同阶段。因此,使用HES来研究PAD患者的医疗服务模式和结局的研究可能会受到错误分类偏差的影响。采用扩展的ICD - 10系统或2022年向世界卫生组织成员国发布的ICD - 11版本,可能会克服这个问题。

资助

医疗质量改进伙伴关系(HQIP)。

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