van den Berg Sanne W, Peters Esmee J, Kraaijeveld J Frank, Gielissen Marieke F M, Prins Judith B
Department of Medical Psychology, Radboud University Nijmegen Medical Centre, Nijmegen, Netherlands.
J Med Internet Res. 2013 Aug 19;15(8):e170. doi: 10.2196/jmir.2566.
Generic fully automated Web-based self-management interventions are upcoming, for example, for the growing number of breast cancer survivors. It is hypothesized that the use of these interventions is more individualized and that users apply a large amount of self-tailoring. However, technical usage evaluations of these types of interventions are scarce and practical guidelines are lacking.
To gain insight into meaningful usage parameters to evaluate the use of generic fully automated Web-based interventions by assessing how breast cancer survivors use a generic self-management website. Final aim is to propose practical recommendations for researchers and information and communication technology (ICT) professionals who aim to design and evaluate the use of similar Web-based interventions.
The BREAst cancer ehealTH (BREATH) intervention is a generic unguided fully automated website with stepwise weekly access and a fixed 4-month structure containing 104 intervention ingredients (ie, texts, tasks, tests, videos). By monitoring https-server requests, technical usage statistics were recorded for the intervention group of the randomized controlled trial. Observed usage was analyzed by measures of frequency, duration, and activity. Intervention adherence was defined as continuous usage, or the proportion of participants who started using the intervention and continued to log in during all four phases. By comparing observed to minimal intended usage (frequency and activity), different user groups were defined.
Usage statistics for 4 months were collected from 70 breast cancer survivors (mean age 50.9 years). Frequency of logins/person ranged from 0 to 45, total duration/person from 0 to 2324 minutes (38.7 hours), and activity from opening none to all intervention ingredients. 31 participants continued logging in to all four phases resulting in an intervention adherence rate of 44.3% (95% CI 33.2-55.9). Nine nonusers (13%), 30 low users (43%), and 31 high users (44%) were defined. Low and high users differed significantly on frequency (P<.001), total duration (P<.001), session duration (P=.009), and activity (P<.001). High users logged in an average of 21 times, had a mean session duration of 33 minutes, and opened on average 91% of all ingredients. Signing the self-help contract (P<.001), reporting usefulness of ingredients (P=.003), overall satisfaction (P=.028), and user friendliness evaluation (P=.003) were higher in high users. User groups did not differ on age, education, and baseline distress.
By reporting the usage of a self-management website for breast cancer survivors, the present study gained first insight into the design of usage evaluations of generic fully automated Web-based interventions. It is recommended to (1) incorporate usage statistics that reflect the amount of self-tailoring applied by users, (2) combine technical usage statistics with self-reported usefulness, and (3) use qualitative measures. Also, (4) a pilot usage evaluation should be a fixed step in the development process of novel Web-based interventions, and (5) it is essential for researchers to gain insight into the rationale of recorded and nonrecorded usage statistics.
Netherlands Trial Register (NTR): 2935; http://www.trialregister.nl/trialreg/admin/rctview.asp?TC=2935 (Archived by WebCite at http://www.webcitation.org/6IkX1ADEV).
通用的基于网络的全自动自我管理干预措施正在兴起,例如针对越来越多的乳腺癌幸存者。据推测,这些干预措施的使用更加个性化,用户会进行大量的自我调整。然而,对这类干预措施的技术使用评估很少,且缺乏实用指南。
通过评估乳腺癌幸存者如何使用一个通用的自我管理网站,深入了解有意义的使用参数,以评估通用的基于网络的全自动干预措施的使用情况。最终目的是为旨在设计和评估类似基于网络的干预措施的研究人员以及信息通信技术(ICT)专业人员提出实用建议。
乳腺癌电子健康(BREATH)干预措施是一个通用的无指导全自动网站,每周逐步提供访问权限,有固定的4个月结构,包含104个干预要素(即文本、任务、测试、视频)。通过监测https服务器请求,记录了随机对照试验干预组的技术使用统计数据。通过频率、持续时间和活动量等指标分析观察到的使用情况。干预依从性定义为持续使用,即开始使用干预措施并在所有四个阶段持续登录的参与者比例。通过将观察到的使用情况与最低预期使用情况(频率和活动量)进行比较,定义了不同的用户群体。
从70名乳腺癌幸存者(平均年龄50.9岁)收集了4个月的使用统计数据。每人登录频率从0到45次不等,每人总时长从0到2324分钟(38.7小时),活动量从未打开任何干预要素到打开所有干预要素。31名参与者持续登录了所有四个阶段,干预依从率为44.3%(95%CI 33.2 - 55.9)。定义了9名非用户(13%)、30名低用户(43%)和31名高用户(44%)。低用户和高用户在频率(P<.001)、总时长(P<.001)、会话时长(P=.009)和活动量(P<.001)方面存在显著差异。高用户平均登录21次,平均会话时长为33分钟,平均打开了所有要素的91%。高用户在签署自助合同(P<.001)、报告要素有用性(P=.003)、总体满意度(P=.028)和用户友好度评价(P=.003)方面更高。用户群体在年龄、教育程度和基线痛苦程度方面没有差异。
通过报告乳腺癌幸存者自我管理网站的使用情况,本研究首次深入了解了通用的基于网络的全自动干预措施使用评估的设计。建议(1)纳入反映用户自我调整程度的使用统计数据,(2)将技术使用统计数据与自我报告的有用性相结合,(3)使用定性测量方法。此外,(4)试点使用评估应成为新型基于网络的干预措施开发过程中的固定步骤,(5)研究人员必须深入了解记录和未记录的使用统计数据的原理。
荷兰试验注册库(NTR):2935;http://www.trialregister.nl/trialreg/admin/rctview.asp?TC=2935(由WebCite存档于http://www.webcitation.org/6IkX1ADEV)