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Speech Recognition as a Transcription Aid: A Randomized Comparison With Standard Transcription

机译:语音识别作为转录辅助:与标准转录的随机比较

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摘要

>Objective. Speech recognition promises to reduce information entry costs for clinical information systems. It is most likely to be accepted across an organization if physicians can dictate without concerning themselves with real-time recognition and editing; assistants can then edit and process the computer-generated document. Our objective was to evaluate the use of speech-recognition technology in a randomized controlled trial using our institutional infrastructure.>Design. Clinical note dictations from physicians in two specialty divisions were randomized to either a standard transcription process or a speech-recognition process. Secretaries and transcriptionists also were assigned randomly to each of these processes.>Measurements. The duration of each dictation was measured. The amount of time spent processing a dictation to yield a finished document also was measured. Secretarial and transcriptionist productivity, defined as hours of secretary work per minute of dictation processed, was determined for speech recognition and standard transcription.>Results. Secretaries in the endocrinology division were 87.3% (confidence interval, 83.3%, 92.3%) as productive with the speech-recognition technology as implemented in this study as they were using standard transcription. Psychiatry transcriptionists and secretaries were similarly less productive. Author, secretary, and type of clinical note were significant (p < 0.05) predictors of productivity.>Conclusion. When implemented in an organization with an existing document-processing infrastructure (which included training and interfaces of the speech-recognition editor with the existing document entry application), speech recognition did not improve the productivity of secretaries or transcriptionists.
机译:>目标。语音识别有望减少临床信息系统的信息输入成本。如果医生可以在不考虑自己的情况下进行实时识别和编辑的情况下作出决定,则很可能会在整个组织中被接受。助手然后可以编辑和处理计算机生成的文档。我们的目标是使用我们的机构基础设施,评估语音识别技术在随机对照试验中的使用。>设计。来自两个专业部门的医师的临床笔记要求被随机分配到标准转录过程或语音识别过程。秘书和抄写员也被随机分配到每个过程。>措施。测量每个命令的持续时间。还测量了处理命令以产生最终文档所花费的时间。确定秘书和抄写员的生产率,定义为每分钟听写的秘书工作时间,用于语音识别和标准抄写。>结果。内分泌学部门的秘书使用本研究中的语音识别技术(使用标准转录)的生产率为87.3%(置信区间为83.3%,92.3%)。精神病学家和秘书的生产力同样较低。 >结论。作者,秘书和临床记录类型是生产率的重要预测指标(p <0.05)。当在具有现有文档处理基础结构的组织(包括语音识别编辑器与现有文档输入应用程序的培训和界面)中实施时,语音识别不会提高秘书或抄写员的工作效率。

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