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一种基于数据的方法来评估影响白内障手术中住院医师表现的因素。

A data-driven approach to evaluate factors affecting resident performance in cataract surgery.

机构信息

Department of Ophthalmology, National University Hospital, Level 7, 1E Kent Ridge Road, Singapore, 119228, Singapore.

Biostatistics Unit, Yong Loo Lin School of Medicine, Singapore, Singapore.

出版信息

Int Ophthalmol. 2023 Sep;43(9):3269-3277. doi: 10.1007/s10792-023-02730-1. Epub 2023 May 9.

Abstract

PURPOSE

To evaluate the operative duration and clinical performance of ophthalmology residents performing standard phacoemulsification cataract surgeries using information available from electronic health records (EHR).

METHODS

This is a retrospective cohort study. De-identified surgical records of all standard phacoemulsifications performed in a tertiary institution between 1st January 2015 and 8th August 2018 were retrieved from the hospital EHR. The main outcome measures were improvement in operative duration with case experience, corrected distance visual acuity (CDVA) improvement, and intra-operative complication rates.

RESULTS

Twelve ophthalmology residents performed a total of 1427 standard phacoemulsifications. The median operative duration was 27 min (interquartile range, 22-34 min), which improved from 31 to 24 min (before the 101st case [Group 1] versus 101st case onwards [Group 2], p < 0.001). Gradient change analysis (non-linear regression) showed significant reduction until the 100th case (p = 0.043). Older patients (0.019), worse pre-operative CDVA (0.343), and surgery performed by Group 1 (1.115) were significantly associated with operative duration above 30 min. LogMAR CDVA improved from a mean of 0.57 ± 0.52 pre-operatively to 0.10 ± 0.18 post-operatively (p < 0.001). Posterior capsule rupture (PCR) rate decreased from 4.0% [Group 1] to 2.1% [Group 2] (p = 0.096), while overall complication rate decreased from 8.9% to 3.1% (p < 0.001).

CONCLUSION

The median operative duration reduced consistently with surgical experience for the first 100 cases. Older patients, poorer pre-operative VA, and surgical experience of less than 100 cases were significantly associated with an operative duration above 30 min. There was a statistically significant decrease in complication rate between Group 1 and 2.

摘要

目的

评估眼科住院医师在使用电子健康记录(EHR)中的信息进行标准超声乳化白内障手术后的手术时间和临床效果。

方法

这是一项回顾性队列研究。从医院 EHR 中检索了 2015 年 1 月 1 日至 2018 年 8 月 8 日期间在一家三级机构进行的所有标准超声乳化白内障手术的手术记录。主要观察指标是手术经验对手术时间的改善、校正后的距离视力(CDVA)的改善以及术中并发症的发生率。

结果

12 名眼科住院医师共完成了 1427 例标准超声乳化白内障手术。手术时间中位数为 27 分钟(四分位距 22-34 分钟),从 31 分钟减少到 24 分钟(第 101 例前[第 1 组]与第 101 例后[第 2 组]相比,p<0.001)。梯度变化分析(非线性回归)显示,在第 100 例之前有显著的减少(p=0.043)。老年患者(0.019)、术前 CDVA 较差(0.343)和第 1 组进行的手术(1.115)与手术时间超过 30 分钟显著相关。LogMAR CDVA 从术前的平均 0.57±0.52 提高到术后的 0.10±0.18(p<0.001)。后囊破裂(PCR)率从 4.0%(第 1 组)下降到 2.1%(第 2 组)(p=0.096),而总并发症率从 8.9%下降到 3.1%(p<0.001)。

结论

在最初的 100 例手术中,手术经验与手术时间呈一致的中位数减少。老年患者、术前视力较差和手术经验不足 100 例与手术时间超过 30 分钟显著相关。第 1 组和第 2 组之间的并发症发生率有统计学显著下降。

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