通过虚拟对话代理收集家庭健康史:一项调查这种方法效果的实证研究。
Family health history collected by virtual conversational agents: An empirical study to investigate the efficacy of this approach.
机构信息
Glenn Department of Civil Engineering, Clemson University, Clemson, SC, USA.
Department of Industrial Engineering, Clemson University, Clemson, SC, USA.
出版信息
J Genet Couns. 2020 Dec;29(6):1081-1092. doi: 10.1002/jgc4.1239. Epub 2020 Mar 3.
Family health history (FHx) is one of the simplest and most cost-effective and efficient ways to collect health information that could help diagnose and treat genetic diseases at an early stage. This study evaluated the efficacy of collecting such family health histories through a virtual conversational agent (VCA) interface, a new method for collecting this information. Standard and VCA interfaces for FHx collection were investigated with 50 participants, recruited via email and word of mouth, using a within-subject experimental design with the order of the interfaces randomized and counterbalanced. Interface workload, usability, preference, and satisfaction were assessed using the NASA Task Load Index workload instrument, the IBM Computer System Usability Questionnaire, and a brief questionnaire derived from the Technology Acceptance Model. The researchers also recorded the number of errors and the total task completion time. It was found that the completion times for 2 of the 5 tasks were shorter for the VCA interface than for the standard one, but the overall completion time was longer (17 min 44 s vs. 16 min 51 s, p = .019). We also found the overall workload to be significantly lower (34.32 vs. 42.64, p = .003) for the VCA interface, and usability metrics including overall satisfaction (5.62 vs. 4.72, p < .001), system usefulness (5.76 vs. 4.84, p = .001), information quality (5.43 vs. 4.62, p < .001), and interface quality (5.66 vs. 4.64, p < .001) to be significantly higher for this interface as well. Approximately 3 out of 4 participants preferred the VCA interface to the standard one. Although the overall time taken was slightly longer than with standard interface, the VCA interface was rated significantly better across all other measures and was preferred by the participants. These findings demonstrate the advantages of an innovative VCA interface for collecting FHx, validating the efficacy of using VCAs to collect complex patient-specific data in health care.
家族健康史(FHx)是收集健康信息的最简单、最具成本效益和效率的方法之一,可以帮助在早期诊断和治疗遗传疾病。本研究评估了通过虚拟对话代理(VCA)界面收集此类家族健康史的效果,这是一种收集此类信息的新方法。使用基于参与者的实验设计,通过电子邮件和口碑招募了 50 名参与者,对标准和 VCA 接口进行了 FHx 收集研究,界面的顺序是随机和平衡的。使用 NASA 任务负荷指数工作负荷工具、IBM 计算机系统可用性问卷以及源自技术接受模型的简短问卷评估了界面的工作负荷、可用性、偏好和满意度。研究人员还记录了错误的数量和总任务完成时间。结果发现,在 5 项任务中的 2 项任务中,VCA 界面的完成时间比标准界面短,但总体完成时间更长(17 分 44 秒对 16 分 51 秒,p=.019)。我们还发现,VCA 界面的总体工作负荷显著降低(34.32 对 42.64,p=.003),包括总体满意度(5.62 对 4.72,p<.001)、系统有用性(5.76 对 4.84,p=.001)、信息质量(5.43 对 4.62,p<.001)和界面质量(5.66 对 4.64,p<.001)在内的可用性度量也更高。大约 3/4 的参与者更喜欢 VCA 界面而不是标准界面。尽管总体时间略长于标准界面,但 VCA 界面在所有其他方面的评价都要好得多,并且受到参与者的青睐。这些发现表明,创新的 VCA 界面在收集 FHx 方面具有优势,验证了使用 VCA 收集医疗保健中复杂的患者特定数据的有效性。