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LACE+ 指数作为整形外科患者 30 天预后的预测因子:一种粗糙精确匹配研究。

The LACE+ Index as a Predictor of 30-Day Patient Outcomes in a Plastic Surgery Population: A Coarsened Exact Match Study.

机构信息

From the Department of Neurosurgery, and the Division of Plastic Surgery, Department of Surgery, Perelman School of Medicine at the University of Pennsylvania; the McKenna EpiLog Fellowship in Population Health at the University of Pennsylvania; and the West Chester Statistical Institute and Department of Mathematics, West Chester University.

出版信息

Plast Reconstr Surg. 2020 Sep;146(3):296e-305e. doi: 10.1097/PRS.0000000000007064.

Abstract

BACKGROUND

This study used coarsened exact matching to investigate the effectiveness of the LACE+ index (i.e., length of stay, acuity of admission, Charlson Comorbidity Index, and emergency department visits in the past 6 months) predictive tool in patients undergoing plastic surgery.

METHODS

Coarsened exact matching was used to assess the predictive ability of the LACE+ index among plastic surgery patients over a 2-year period (2016 to 2018) at one health system (n = 5744). Subjects were matched on factors not included in the LACE+ index such as duration of surgery, body mass index, and race, among others. Outcomes studied included emergency room visits, hospital readmission, and unplanned return to the operating room.

RESULTS

Three hundred sixty-six patients were matched and compared for quarter 1 to quarter 4 (n = 732, a 28.2 percent match rate); 504 patients were matched for quarter 2 to quarter 4 (n = 1008, a 36.7 percent match rate); 615 patients were matched for quarter 3 to quarter 4 (n = 1230, a 44.8 percent match rate). Increased LACE+ score significantly predicted readmission within 30 days for quarter 1 versus quarter 4 (1.09 percent versus 4.37 percent; p = 0.019), quarter 2 versus quarter 4 (3.57 percent versus 7.34 percent; p = 0.008), and quarter 3 versus quarter 4 (5.04 percent versus 8.13 percent; p = 0.028). Higher LACE+ score also significantly predicted 30-day reoperation for quarter 3 versus quarter 4 (1.30 percent versus 3.90 percent; p = 0.003) and emergency room visits within 30 days for quarter 2 versus quarter 4 (3.17 percent versus 6.75 percent; p = 0.008).

CONCLUSION

The results of this study demonstrate that the LACE+ index may be suitable as a prediction model for patient outcomes in a plastic surgery population.

CLINICAL QUESTION/LEVEL OF EVIDENCE: Risk, II.

摘要

背景

本研究使用粗糙精确匹配来调查 LACE+ 指数(即住院时间、入院严重程度、Charlson 合并症指数和过去 6 个月内急诊就诊次数)预测工具在接受整形手术患者中的有效性。

方法

在一个医疗系统(n = 5744)中,使用粗糙精确匹配来评估 LACE+ 指数在 2 年期间(2016 年至 2018 年)对整形手术患者的预测能力。对手术时间、体重指数和种族等不包括在 LACE+ 指数中的因素进行匹配。研究的结果包括急诊就诊、医院再入院和计划外返回手术室。

结果

在第 1 季度至第 4 季度(n = 732,匹配率为 28.2%),366 例患者进行了匹配和比较;在第 2 季度至第 4 季度(n = 1008,匹配率为 36.7%),504 例患者进行了匹配;在第 3 季度至第 4 季度(n = 1230,匹配率为 44.8%),615 例患者进行了匹配。LACE+ 评分的增加显著预测了第 1 季度至第 4 季度(1.09%对 4.37%;p = 0.019)、第 2 季度至第 4 季度(3.57%对 7.34%;p = 0.008)和第 3 季度至第 4 季度(5.04%对 8.13%;p = 0.028)的 30 天内再入院率。较高的 LACE+评分还显著预测了第 3 季度至第 4 季度(1.30%对 3.90%;p = 0.003)和第 2 季度至第 4 季度(3.17%对 6.75%;p = 0.008)的 30 天内再次手术。

结论

本研究结果表明,LACE+ 指数可能适合作为整形手术患者预后的预测模型。

临床问题/证据水平:风险,II。

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