Kaiser Permanente Washington Health Research Institute, Seattle, Washington, USA.
Kaiser Permanente Colorado Institute for Health Research, Denver, Colorado, USA.
J Am Med Inform Assoc. 2022 Nov 14;29(12):2023-2031. doi: 10.1093/jamia/ocac144.
Assess the accuracy of ICD-10-CM coding of self-harm injuries and poisonings to identify self-harm events.
In 7 integrated health systems, records data identified patients reporting frequent suicidal ideation. Records then identified subsequent ICD-10-CM injury and poisoning codes indicating self-harm as well as selected codes in 3 categories where uncoded self-harm events might be found: injuries and poisonings coded as undetermined intent, those coded accidental, and injuries with no coding of intent. For injury and poisoning encounters with diagnoses in those 4 groups, relevant clinical text was extracted from records and assessed by a blinded panel regarding documentation of self-harm intent.
Diagnostic codes selected for review include all codes for self-harm, 43 codes for undetermined intent, 26 codes for accidental intent, and 46 codes for injuries without coding of intent. Clinical text was available for review for 285 events originally coded as self-harm, 85 coded as undetermined intent, 302 coded as accidents, and 438 injury events with no coding of intent. Blinded review of full-text clinical records found documentation of self-harm intent in 254 (89.1%) of those originally coded as self-harm, 24 (28.2%) of those coded as undetermined, 24 (7.9%) of those coded as accidental, and 48 (11.0%) of those without coding of intent.
Among patients at high risk, nearly 90% of injuries and poisonings with ICD-10-CM coding of self-harm have documentation of self-harm intent. Reliance on ICD-10-CM coding of intent to identify self-harm would fail to include a small proportion of true self-harm events.
评估 ICD-10-CM 对自伤伤害和中毒的编码准确性,以识别自伤事件。
在 7 个综合卫生系统中,记录数据确定了报告频繁自杀意念的患者。然后,记录确定了随后的 ICD-10-CM 伤害和中毒代码,这些代码表明自伤,以及在 3 个类别中可能发现未编码自伤事件的选定代码:意图未确定编码的伤害和中毒、意外编码的伤害和中毒以及无意图编码的伤害。对于这些 4 组诊断的伤害和中毒事件,从记录中提取相关临床文本,并由一个盲法小组评估关于记录自伤意图的文档。
选择用于审查的诊断代码包括所有自伤代码、43 个意图未确定代码、26 个意外意图代码和 46 个无意图编码的伤害代码。临床文本可用于审查最初编码为自伤的 285 个事件、85 个编码为意图未确定的事件、302 个编码为意外的事件和 438 个无意图编码的伤害事件。对完整临床记录的盲法审查发现,在最初编码为自伤的事件中,有 254 个(89.1%)记录了自伤意图,24 个(28.2%)编码为意图未确定,24 个(7.9%)编码为意外,48 个(11.0%)无意图编码。
在高风险患者中,近 90%的 ICD-10-CM 编码为自伤的伤害和中毒都有自伤意图的记录。依赖 ICD-10-CM 编码的意图来识别自伤将无法包括一小部分真正的自伤事件。