Division of Emergency Medicine, Department of Medicine, Schulich School of Medicine and Dentistry, Western University, London, ON N6A 5A5, Canada.
Lawson Health Research Institute, London Health Sciences Centre, London, ON N6C 2R5, Canada.
Int J Environ Res Public Health. 2024 Aug 27;21(9):1132. doi: 10.3390/ijerph21091132.
Acute heat illness (AHI) from extreme environmental heat exposure can lead to emergency department (ED) visits, hospitalization, and even death. While the ICD ninth revision codes for AHI have been validated in the U.S., there have been no studies on the validity of ICD-10 codes for AHI in Canada. The objective of this study was to assess the validity of an ICD-10 coding algorithm for ED encounters for AHI. We conducted a retrospective cohort study of children and adults who had ED encounters at two large academic, tertiary hospitals in London, Canada, between May and September 2014-2018. We developed an algorithm of ICD-10 codes for AHI based upon a literature review and clinical expertise. Our "gold-standard" definition of AHI was patient-reported heat exposure and documentation of at least one heat-related complaint. To establish positive predictive value (PPV), we reviewed 62 algorithm-positive records and noted which met our "gold-standard" definition. To calculate negative predictive value (NPV), sensitivity (Sn), and specificity (Sp), we randomly reviewed 964 ED records for associated ICD-10 codes and diagnoses. Two independent reviewers completed blinded data abstraction, with duplicate abstraction in 20% of the sample. Of the 62 algorithm-positive records, mean (SD) age was 38.8 (23.8) years; 37% were female. PPV was 61.3 ± 12.1% (95% CI). Of the 964 randomly selected records, mean (SD) age was 41.7 (26.5) years; 51.1% were female. The NPV was 99.7 ± 0.4%, sensitivity 25.0 ± 42.4%, and specificity 100.0 ± 0.0%. An ICD-10 coding algorithm for AHI had high specificity but was limited in sensitivity. This algorithm can be used to assemble and study cohorts of patients who have had an AHI, but may underestimate the true incidence of AHI presentations in the ED.
急性热应激疾病(AHI)由极端环境热暴露引起,可能导致急诊就诊、住院,甚至死亡。虽然 ICD-9 修订版 AHI 编码在美国已经得到验证,但加拿大尚未有关于 AHI 的 ICD-10 编码有效性的研究。本研究旨在评估 ED 就诊 AHI 的 ICD-10 编码算法的有效性。我们对 2014 年至 2018 年期间在加拿大伦敦两家大型学术三级医院就诊的儿童和成人进行了回顾性队列研究。我们根据文献回顾和临床专业知识制定了 AHI 的 ICD-10 编码算法。我们的 AHI“金标准”定义是患者报告的热暴露和至少一份与热相关的投诉的记录。为了确定阳性预测值(PPV),我们审查了 62 个算法阳性记录,并注意到哪些符合我们的“金标准”定义。为了计算阴性预测值(NPV)、灵敏度(Sn)和特异性(Sp),我们随机审查了 964 份 ED 记录的相关 ICD-10 编码和诊断。两名独立审查员完成了盲法数据提取,20%的样本进行了重复提取。在 62 个算法阳性记录中,平均(SD)年龄为 38.8(23.8)岁;37%为女性。PPV 为 61.3±12.1%(95%CI)。在随机选择的 964 份记录中,平均(SD)年龄为 41.7(26.5)岁;51.1%为女性。NPV 为 99.7±0.4%,灵敏度为 25.0±42.4%,特异性为 100.0±0.0%。AHI 的 ICD-10 编码算法具有很高的特异性,但敏感性有限。该算法可用于组装和研究 AHI 患者的队列,但可能低估 ED 中 AHI 表现的真实发生率。