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基于 Apple 的 ResearchKit 和 CareKit 为农村癌症患者设计基于调查的移动界面:可用性研究。

Designing Survey-Based Mobile Interfaces for Rural Patients With Cancer Using Apple's ResearchKit and CareKit: Usability Study.

机构信息

Ming Hsieh Department of Electrical and Computer Engineering, University of Southern California, Los Angeles, CA, United States.

Department of Computer Science, University of Kentucky, Lexington, KY, United States.

出版信息

JMIR Form Res. 2024 Sep 26;8:e57801. doi: 10.2196/57801.

Abstract

BACKGROUND

Despite the increased accessibility and availability of technology in recent years, equality and access to health-related technology remain limited to some demographics. In particular, patients who are older or from rural communities represent a large segment of people who are currently underusing mobile health (mHealth) solutions. System usability continues to hinder mHealth adoption among users with nontraditional digital literacy.

OBJECTIVE

This study aims to investigate if state-of-the-art mobile app interfaces from open-source libraries provide sufficient usability for rural patients with cancer, with minimal design changes and forgoing the co-design process.

METHODS

We developed Assuage (Network Reconnaissance Lab) as a research platform for any mHealth study. We conducted a pilot study using Assuage to assess the usability of 4 mobile user interfaces (UIs) based on open-source libraries from Apple's ResearchKit and CareKit. These UIs varied in complexity for reporting distress symptoms. Patients with cancer were recruited at the Markey Cancer Center, and all research procedures were conducted in person. Participants completed the distress assessment using a randomly selected UI in Assuage with little to no assistance. Data were collected on participant age, location, mobile app use, and familiarity with mHealth apps. Participants rated usability with the System Usability Scale (SUS), and usability issues were documented and compared. A one-way ANOVA was used to compare the effect of the UIs on the SUS scores.

RESULTS

We recruited 30 current or postsurgery patients with cancer for this pilot study. Most participants were aged >50 years (24/30, 80%), from rural areas (25/30, 83%), had up to a high school education (19/30, 63%), and were unfamiliar with mHealth apps (21/30, 70%). General mobile app use was split, with 43% (14/30) of the patients not regularly using mobile apps. The mean SUS score across the UIs was 75.8 (SD 22.2), with UI 3 and UI 4 achieving an SUS score ≥80, meeting the industry standard for good usability of 80. Critical usability issues were related to data input and navigation with touch devices, such as scale-format questions, vertical scrolling, and traversing multiple screens.

CONCLUSIONS

The findings from this study show that most patients with cancer (20/30, 67%) who participated in this study rated the different interfaces of Assuage as above-average usability (SUS score >68). This suggests that Apple's ResearchKit and CareKit libraries can provide usable UIs for older and rural users with minimal interface alterations. When resources are limited, the design stage can be simplified by omitting the co-design process while preserving suitable usability for users with nontraditional technical proficiency. Usability comparable to industry standards can be achieved by considering heuristics for interface and electronic survey design, specifically how to segment and navigate surveys, present important interface elements, and signal gestural interactions.

摘要

背景

尽管近年来技术的可及性和可用性有所提高,但平等获得与健康相关的技术仍然局限于某些人群。特别是,年龄较大或来自农村社区的患者代表了目前大量未使用移动医疗(mHealth)解决方案的人群。系统可用性仍然阻碍了非传统数字素养用户对 mHealth 的采用。

目的

本研究旨在调查来自开源库的最先进的移动应用程序界面是否为农村癌症患者提供了足够的可用性,同时最小化设计变更并省略共同设计过程。

方法

我们开发了 Assuage(网络侦察实验室)作为任何 mHealth 研究的研究平台。我们使用 Assuage 进行了一项试点研究,以评估基于 Apple 的 ResearchKit 和 CareKit 中开源库的 4 个移动用户界面(UI)的可用性。这些 UI 在报告困扰症状方面的复杂性各不相同。在 Markey 癌症中心招募了癌症患者,所有研究程序均亲自进行。参与者使用 Assuage 中随机选择的 UI 完成困扰评估,几乎没有或没有任何帮助。收集参与者的年龄、地点、移动应用程序使用情况和对 mHealth 应用程序的熟悉程度的数据。参与者使用系统可用性量表(SUS)对可用性进行评分,并记录和比较可用性问题。使用单向方差分析比较 UI 对 SUS 分数的影响。

结果

本试点研究共招募了 30 名当前或术后癌症患者。大多数参与者年龄大于 50 岁(24/30,80%),来自农村地区(25/30,83%),最高受教育程度为高中(19/30,63%),并且不熟悉 mHealth 应用程序(21/30,70%)。一般移动应用程序使用情况存在分歧,其中 43%(14/30)的患者不经常使用移动应用程序。跨 UI 的平均 SUS 分数为 75.8(SD 22.2),UI 3 和 UI 4 的 SUS 分数均达到 80 分以上,达到了 80 分的良好可用性行业标准。关键可用性问题与使用触摸设备输入数据和导航有关,例如比例格式问题、垂直滚动和跨多个屏幕。

结论

本研究的结果表明,参加这项研究的大多数癌症患者(20/30,67%)认为 Assuage 的不同界面具有高于平均水平的可用性(SUS 得分>68)。这表明,Apple 的 ResearchKit 和 CareKit 库可以为年龄较大和农村用户提供可用的 UI,只需进行最小的界面更改。当资源有限时,可以通过省略共同设计阶段来简化设计阶段,同时为非传统技术熟练程度的用户保留适当的可用性。通过考虑界面和电子调查设计的启发式方法,特别是如何细分和导航调查、呈现重要的界面元素以及信号手势交互,可以实现与行业标准相当的可用性。

https://cdn.ncbi.nlm.nih.gov/pmc/blobs/3edd/11467601/493c40b4c5f9/formative_v8i1e57801_fig1.jpg

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