Vedapudi Varsha, Byrnes Mary, Skolarus Ted, Stensland Kristian
University of Toledo.
University of Michigan.
Health Behav Res. 2024;7(3). doi: 10.4148/2572-1836.1234.
Qualitative research serves a critical role in improving our understanding and delivery of healthcare. However, there are multiple barriers to the efficient practice of qualitative research, including conducting interviews. Advances in language processing technology, coupled with technocultural shifts spurred by the COVID pandemic, present opportunities to overcome many of these barriers. In mid-2021, we assessed the acceptability and application of implementation outcomes to the process of designing and implementing cancer clinical trials as perceived by physician stakeholders using semi-structured interviews. We were able to expand our interviews as we found remote interviews with automated rapid transcription provided by Zoom through the Otter.ai platform to be efficient, highly accurate, and inexpensive. Thus, we were able to engage stakeholders from multiple specialties and perspectives. All interviews were conducted by a single interviewer via Zoom between July and September 2021. We found numerous benefits to video conference interviews with AI transcription, including addressing logistical barriers, improving on audio-only remote options, and cost and efficiency of transcription. Technological advances could improve the pace and cost-efficiency of general qualitative research that may be particularly valuable to implementation science and practice.
定性研究在增进我们对医疗保健的理解和提供方面发挥着关键作用。然而,定性研究的有效开展存在多种障碍,包括进行访谈。语言处理技术的进步,再加上新冠疫情引发的技术文化转变,为克服其中许多障碍提供了机会。2021年年中,我们通过半结构化访谈评估了医生利益相关者对实施结果在癌症临床试验设计和实施过程中的可接受性和应用情况。我们发现通过Otter.ai平台由Zoom提供的自动快速转录进行远程访谈高效、高度准确且成本低廉,从而能够扩大我们的访谈范围。因此,我们能够让来自多个专业和不同视角的利益相关者参与进来。所有访谈均由一名访谈者于2021年7月至9月期间通过Zoom进行。我们发现使用人工智能转录进行视频会议访谈有诸多益处,包括解决后勤障碍、改进纯音频远程访谈方式以及转录的成本和效率。技术进步可以提高一般定性研究的速度和成本效益,这对实施科学和实践可能特别有价值。