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The effect of voice recognition software on comparative error rates in radiology reports.

机译:语音识别软件对放射学报告中相对错误率的影响。

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This study sought to confirm whether reports generated in a department of radiology contain more errors if generated using voice recognition (VR) software than if traditional dictation-transcription (DT) is used. All radiology reports generated over a 1-week period in a British teaching hospital were assessed. The presence of errors and their impact on the report were assessed. Data collected included the type of report, site of dictation, the experience of the operator, and whether English was the first language of the operator. 1887 reports were reviewed. 1160 (61.5%) were dictated using VR and 727 reports (38.5%) were generated by DT. 71 errors (3.8% of all reports) were identified. 56 errors were made using VR (4.8% of VR reports), whereas 15 errors were identified in DT reports (2.1% of transcribed reports). The difference in report errors between these two dictation methods was statistically significant (p = 0.002). Of the 71 reports containing errors, 37 (52.1%) had errors that affecting understanding. Other factors were also identified that significantly increased the likelihood of errors in a VR-generated report, such as working in a busy inpatient environment (p<0.001) and having a language other than English as a first language (p = 0.034). Operator grade was not significantly associated with increased errors. In conclusion, using VR significantly increases the number of reports containing errors. Errors using VR are significantly more likely to occur in noisy areas with a high workload and are more likely to be made by radiologists for whom English is not their first language.
机译:这项研究试图确认如果使用语音识别(VR)软件生成的放射线报告所产生的报告是否比使用传统听写转录(DT)的报告包含更多错误。评估了一家英国教学医院在1周内产生的所有放射学报告。评估错误的存在及其对报告的影响。收集的数据包括报告的类型,口授地点,操作员的经验以及英语是否是操作员的第一语言。审查了1887个报告。使用VR指示1160(61.5%),DT产生727份报告(38.5%)。确定了71个错误(占所有报告的3.8%)。使用VR产生了56个错误(占VR报告的4.8%),而在DT报告中发现了15个错误(占转录报告的2.1%)。这两种口述方法之间报告错误的差异具有统计学意义(p = 0.002)。在71篇包含错误的报告中,有37篇(52.1%)的错误影响了理解。还确定了其他因素,这些因素显着增加了VR生成的报告中出现错误的可能性,例如在繁忙的住院环境中工作(p <0.001),并且使用英语以外的其他语言作为第一语言(p = 0.034)。操作人员等级与错误增加没有显着相关。总之,使用VR可以显着增加包含错误的报告的数量。使用VR的错误很可能会在工作量很大的嘈杂区域中发生,并且更有可能是放射医师而不是英语作为母语。

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