Hua-Gen Li Michael, Hutchinson Anastasia, Tacey Mark, Duke Graeme
Northern Clinical Research Centre, The Northern Hospital, Epping, Victoria, Australia
Department of Epidemiology and Preventive Medicine, Monash University, Melbourne, Victoria, Australia.
BMJ Health Care Inform. 2019 Apr;26(1). doi: 10.1136/bmjhci-2019-000016.
Hospital reporting systems commonly use administrative data to calculate comorbidity scores in order to provide risk-adjustment to outcome indicators.
We aimed to elucidate the level of agreement between administrative coding data and medical chart review for extraction of comorbidities included in the Charlson Comorbidity Index (CCI) and Elixhauser Index (EI) for patients admitted to the intensive care unit of a university-affiliated hospital.
We conducted an examination of a random cross-section of 100 patient episodes over 12 months (July 2012 to June 2013) for the 19 CCI and 30 EI comorbidities reported in administrative data and the manual medical record system. CCI and EI comorbidities were collected in order to ascertain the difference in mean indices, detect any systematic bias, and ascertain inter-rater agreement.
We found reasonable inter-rater agreement (kappa (κ) coefficient ≥0.4) for cardiorespiratory and oncological comorbidities, but little agreement (κ<0.4) for other comorbidities. Comorbidity indices derived from administrative data were significantly lower than from chart review: -0.81 (95% CI - 1.29 to - 0.33; =0.001) for CCI, and -2.57 (95% CI -4.46 to -0.68; =0.008) for EI.
While cardiorespiratory and oncological comorbidities were reliably coded in administrative data, most other comorbidities were under-reported and an unreliable source for estimation of CCI or EI in intensive care patients. Further examination of a large multicentre population is required to confirm our findings.
医院报告系统通常使用行政数据来计算合并症评分,以便对结果指标进行风险调整。
我们旨在阐明一所大学附属医院重症监护病房收治患者的行政编码数据与病历审查之间在提取Charlson合并症指数(CCI)和Elixhauser指数(EI)所包含合并症方面的一致性水平。
我们对12个月(2012年7月至2013年6月)期间随机抽取的100例患者病历进行了检查,涉及行政数据和手工病历系统中报告的19种CCI合并症和30种EI合并症。收集CCI和EI合并症以确定平均指数的差异,检测任何系统偏差,并确定评分者间的一致性。
我们发现心肺和肿瘤合并症的评分者间一致性合理(kappa(κ)系数≥0.4),但其他合并症的一致性较低(κ<0.4)。行政数据得出的合并症指数显著低于病历审查得出的指数:CCI为-0.81(95%CI -1.29至-0.33;P = 0.001),EI为-2.57(95%CI -4.46至-0.68;P = 0.008)。
虽然行政数据中心肺和肿瘤合并症的编码可靠,但大多数其他合并症报告不足,是重症监护患者CCI或EI估计的不可靠来源。需要对大量多中心人群进行进一步检查以证实我们的发现。