Effects of information framing cues and age on the comprehension of personal health records for self-care behaviors: an eye-tracking study.

IF 4.7 2区 医学 Q1 COMPUTER SCIENCE, INFORMATION SYSTEMS
Kaifeng Liu, Zhiyan Sun, Xinyuan Ren, Da Tao
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引用次数: 0

Abstract

Objective: To examine the effects of message framing and visualization framing on the comprehension of personal health records and subsequent self-care behavioral intention among young and middle-older aged adults.

Materials and methods: A mixed design was employed with visualization framing (ie, black line graph, colored line graph, and colored area graph) and age (ie, young and middle-older aged adults) as between-group factors, and message framing (ie, gain and loss framing) as the within-group factor. Forty-eight participants were asked to comprehend a series of personal health records illustrated by different visualization framing and message framing formats. Data on comprehension performance, eye movement, and perception measures were collected.

Results: Visualization framing exerted a significant effect on task accuracy, with colored area graph yielding higher task accuracy than black line graph. Participants perceived worse health status and had stronger behavioral intention to seek professional healthcare advice with loss framing messages compared with gain framing messages. The age effects on task performance turned non-significant when education level was considered, which significantly influenced task accuracy. Age significantly interacted with both visualization framing and message framing. Middle-older adults were more accurate with colored graphs and were more quickly attracted by loss framing messages.

Discussion: Visualization framing appeared to play a more important role in user comprehension of personal health records compared with message framing. Color-based framing appears effective in facilitating comprehension, especially for middle-older aged adults. Education background may mediate how individuals in different age groups interpret health information with varied framing formats.

Conclusions: This study investigates how the framing of health information influences the comprehension and decision-making processes across different age groups. The findings provide valuable insights for guiding the interface design of health information systems, ensuring that critical health information can be communicated clearly and effectively to patients.

信息框架线索和年龄对自我照顾行为个人健康记录理解的影响:一项眼动追踪研究。
目的:探讨信息框架和可视化框架对中青年健康记录理解及随后自我保健行为意向的影响。材料与方法:采用视觉框架(黑线图、彩色线形图、彩色面积图)和年龄(青年和中老年)作为组间因素,信息框架(得失框架)作为组内因素的混合设计。48名参与者被要求理解一系列个人健康记录,这些记录采用不同的可视化框架和信息框架格式。收集了理解表现、眼球运动和知觉测量的数据。结果:可视化框架对任务精度有显著影响,彩色面积图的任务精度高于黑色线形图。与收益框架信息相比,损失框架信息的参与者感知到更差的健康状况,并有更强的寻求专业医疗建议的行为意愿。当考虑教育程度时,年龄对任务绩效的影响不显著,而教育程度对任务准确性有显著影响。年龄对可视化框架和信息框架都有显著的交互作用。中老年人对彩色图表的判断更准确,也更容易被失去框架的信息所吸引。讨论:与信息框架相比,可视化框架在用户理解个人健康记录方面似乎发挥了更重要的作用。基于颜色的框架在促进理解方面似乎是有效的,尤其是对中老年成年人。教育背景可以调节不同年龄组的个体如何解释具有不同框架格式的健康信息。结论:本研究探讨了健康信息框架如何影响不同年龄组的理解和决策过程。这些发现为指导卫生信息系统的界面设计提供了有价值的见解,确保关键的卫生信息能够清晰有效地传达给患者。
本文章由计算机程序翻译,如有差异,请以英文原文为准。
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来源期刊
Journal of the American Medical Informatics Association
Journal of the American Medical Informatics Association 医学-计算机:跨学科应用
CiteScore
14.50
自引率
7.80%
发文量
230
审稿时长
3-8 weeks
期刊介绍: JAMIA is AMIA''s premier peer-reviewed journal for biomedical and health informatics. Covering the full spectrum of activities in the field, JAMIA includes informatics articles in the areas of clinical care, clinical research, translational science, implementation science, imaging, education, consumer health, public health, and policy. JAMIA''s articles describe innovative informatics research and systems that help to advance biomedical science and to promote health. Case reports, perspectives and reviews also help readers stay connected with the most important informatics developments in implementation, policy and education.
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