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考察信息呈现方式和聊天机器人如何影响电子健康记录患者门户的使用和效果:一项探索性研究。

Examining how information presentation methods and a chatbot impact the use and effectiveness of electronic health record patient portals: An exploratory study.

机构信息

Department of Industrial Engineering, Pittsburg Institute, Sichuan University, Chengdu, Sichuan, China.

Department of Industrial Engineering, Department of Bioengineering, Clemson University, Clemson, SC, USA.

出版信息

Patient Educ Couns. 2024 Feb;119:108055. doi: 10.1016/j.pec.2023.108055. Epub 2023 Nov 5.

Abstract

OBJECTIVES

Examining information presentation strategies that may facilitate patient education through patient portals is important for effective health education.

METHODS

A randomized exploratory study evaluated information presentation (text or videos) and a chatbot in patient education and examined several performance and outcome variables (e.g., search duration, Decisional Conflict Scale, and eye-tracking measures), along with a simple descriptive qualitative content analysis of the transcript of chatbot.

RESULTS

Of the 92 participants, those within the text conditions (n = 46, p < 0.001), had chatbot experiences (B =-74.85, p = 0.046), knew someone with IBD (B =-98.66, p = 0.039), and preferred to engage in medical decision-making (B =102.32, p = 0.006) were more efficient in information-searching. Participants with videos spent longer in information-searching (mean=666.5 (SD=171.6) VS 480.3 (SD=159.5) seconds, p < 0.001) but felt more informed (mean score=18.8 (SD=17.6) VS 27.4 (SD=18.9), p = 0.027). The participants' average eye fixation duration with videos was significantly higher (mean= 473.8 ms, SD=52.9, p < 0.001).

CONCLUSIONS

Participants in video conditions were less efficient but more effective in information seeking. Exploring the trade-offs between efficiency and effectiveness for user interface designs is important to appropriately deliver education within patient portals.

PRACTICE IMPLICATIONS

This study suggests that user interface designs and chatbots impact health information's efficiency and effectiveness.

摘要

目的

研究有助于患者通过患者门户进行教育的信息呈现策略对于有效的健康教育非常重要。

方法

一项随机探索性研究评估了信息呈现(文本或视频)和患者教育中的聊天机器人,并检查了几个绩效和结果变量(例如,搜索时长、决策冲突量表和眼动追踪测量),以及对聊天机器人的记录的简单描述性定性内容分析。

结果

在 92 名参与者中,那些处于文本条件下的人(n=46,p<0.001),有过使用聊天机器人的体验(B=-74.85,p=0.046),认识患有 IBD 的人(B=-98.66,p=0.039),并且更喜欢参与医疗决策(B=102.32,p=0.006)的人在信息搜索中效率更高。观看视频的参与者在信息搜索上花费的时间更长(平均值=666.5(SD=171.6)VS 480.3(SD=159.5)秒,p<0.001),但感觉信息更丰富(平均得分=18.8(SD=17.6)VS 27.4(SD=18.9),p=0.027)。参与者观看视频时的平均眼动注视时间明显更长(平均值=473.8 ms,SD=52.9,p<0.001)。

结论

视频条件下的参与者在信息搜索方面效率较低,但效果较好。探索用户界面设计的效率和有效性之间的权衡对于在患者门户中适当提供教育非常重要。

实践意义

本研究表明,用户界面设计和聊天机器人会影响健康信息的效率和效果。

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