Department of Health Promotion, Care and Public Health Research Institute, Maastricht University, Maastricht, Netherlands.
Soa Aids Nederland, Amsterdam, Netherlands.
JMIR Form Res. 2024 Sep 11;8:e48453. doi: 10.2196/48453.
Engagement with and the potential impact of web-based interventions is often studied by tracking user behavior with web analytics. These metrics do provide insights into how users behave, but not why they behave as such.
This paper demonstrates how a mixed methods approach consisting of (1) a theoretical analysis of intended use, (2) a subsequent analysis of actual use, and (3) an exploration of user perceptions can provide insights into engagement with and potential impact of web-based interventions. This paper focuses on the exploration of user perceptions, using the chlamydia page of the Dutch sexual health intervention, Sense.info, as a demonstration case. This prevention-focused platform serves as the main source of sexual and reproductive health information (and care if needed) for young people aged 12-25 years in the Netherlands.
First, acyclic behavior change diagrams were used to theoretically analyze the intended use of the chlamydia page. Acyclic behavior change diagrams display how behavior change principles are applied in an intervention and which subbehaviors and target behaviors are (aimed to be) influenced. This analysis indicated that one of the main aims of the page is to motivate sexually transmitted infection (STI) testing. Second, the actual use of the chlamydia page was analyzed with the web analytics tool Matomo. Despite the page's aim of promoting STI testing, a relatively small percentage (n=4948, 14%) of the 35,347 transfers from this page were to the STI testing page. Based on these two phases, preliminary assumptions about use and impact were formulated. Third, to further explore these assumptions, a study combining the think-aloud method and semistructured interviews was executed with 15 young individuals aged 16-25 (mean 20, SD 2.5) years. Template analysis was used to analyze interview transcripts.
Participants found the information on the Sense.info chlamydia page reliable and would visit it mostly for self-diagnosis purposes if they experienced potential STI symptoms. A perceived facilitator for STI testing was the possibility to learn about the symptoms and consequences of chlamydia through the page. Barriers included an easily overlooked link to the STI testing page and the use of language not meeting the needs of participants. Participants offered suggestions for lowering the threshold for STI testing.
The mixed methods approach used provided detailed insights into the engagement with and potential impact of the Sense.info chlamydia page, as well as strategies to further engage end users and increase the potential impact of the page. We conclude that this approach, which triangulates findings from theoretical analysis with web analytics and a think-aloud study combined with semistructured interviews, may also have potential for the evaluation of web-based interventions in general.
通过跟踪用户的网络分析来研究用户对基于网络的干预措施的参与度及其潜在影响。这些指标确实提供了用户行为的见解,但并不能说明他们为什么会这样做。
本文演示了如何结合(1)对预期用途的理论分析,(2)对实际用途的后续分析,以及(3)对用户感知的探索,以深入了解用户对基于网络的干预措施的参与度和潜在影响。本文重点探讨了用户感知,以荷兰性健康干预措施 Sense.info 的衣原体页面为例进行了演示。该预防为重点的平台是荷兰 12-25 岁年轻人主要的性和生殖健康信息来源(如有需要,还可提供护理)。
首先,使用非循环行为改变图来对衣原体页面的预期用途进行理论分析。非循环行为改变图展示了行为改变原理在干预措施中的应用,以及哪些亚行为和目标行为受到影响。该分析表明,该页面的主要目的之一是激励性传播感染(STI)检测。其次,使用网络分析工具 Matomo 对衣原体页面的实际使用情况进行分析。尽管该页面旨在促进 STI 检测,但从该页面转移到 STI 检测页面的比例相对较小(n=4948,占 14%)。基于这两个阶段,提出了有关使用和影响的初步假设。第三,为了进一步探索这些假设,对 15 名 16-25 岁(平均 20 岁,标准差 2.5)岁的年轻人进行了结合大声思维法和半结构化访谈的研究。使用模板分析对访谈记录进行分析。
参与者认为 Sense.info 衣原体页面上的信息可靠,如果他们出现潜在的 STI 症状,他们主要会访问该页面进行自我诊断。检测 STI 的一个感知促进因素是通过该页面了解衣原体的症状和后果的可能性。障碍包括到 STI 检测页面的链接很容易被忽视,以及语言使用不符合参与者的需求。参与者提出了降低 STI 检测门槛的建议。
使用的混合方法提供了对 Sense.info 衣原体页面的参与度和潜在影响的详细见解,以及进一步吸引最终用户并提高页面潜在影响的策略。我们得出结论,这种方法,即通过理论分析与网络分析相结合,以及与半结构化访谈相结合的大声思维研究,对一般的基于网络的干预措施的评估也可能具有潜力。