Wrobel Julia, Silvasstar Joshva, Peterson Roger, Sumbundu Kanku, Kelley Allyson, Stephens David, Craig Rushing Stephanie, Bull Sheana
Colorado School of Public Health, University of Colorado, Aurora, CO, United States.
Northwest Portland Area Indian Health Board, Portland, OR, United States.
JMIR Form Res. 2022 Feb 25;6(2):e32138. doi: 10.2196/32138.
Many American Indian and Alaska Native (AI/AN or Native) communities express concern about high rates of suicide and poor mental health. Technology-based health interventions that nurture resilience, coping skills, connectedness, and help-seeking skills may be an effective strategy for promoting health and wellbeing among AI/AN youth. The Northwest Portland Area Indian Health Board designed the BRAVE intervention for AI/AN youth. BRAVE is delivered via SMS text messaging and includes role model videos, mental wellness strategies, links to culturally relevant resources, and social support from family and friends.
The aim of this study is to explore system data from the BRAVE intervention to determine patterns of user engagement and differences in psychosocial outcomes based on the number of clicks on BRAVE content.
The BRAVE study included 1030 AI/AN teens and young adults nationwide (15 to 24 years old). The message series in the BRAVE and STEM study arms included 3 to 5 SMS text messages per week, featuring 1 role model video and 1 image per week. Messages were sent out via Mobile Commons (Upland Software Inc), a mobile messaging provider that supports text, picture, and video SMS.
Of the 509 participants in the original BRAVE analysis, 270 had sufficient data to analyze user engagement, with at least 1 trackable click on a study SMS text message. Of the 270, 184 (68.1%) were female, 50 (18.5%) were male, and 36 (13.3%) selected another gender category. The average participant was 20.6 years old, with a minimum and maximum age of 15 and 26 years. Most participants had relatively low engagement measured by the number of clicks (median 2; mean 3.4), although others clicked message content as many as 49 times. Users engaged most frequently with the YouTube-based content (viewing 1 of 7 role model videos), with 64.8% (175/270) of total clicks coming from the role model videos, and earlier episodes receiving the highest number of clicks. Most baseline psychosocial measures were not significantly associated with the number of links clicked. However, help-seeking behavior was highly significant (P<.001), with a rate ratio of 0.82 (0.73, 0.92), indicating that each 1-unit increase in help-seeking score at baseline was associated with an 18% decrease in the expected number of study content clicks.
This is the first study to set initial standards for assessing user engagement in an mHealth intervention. Our work underscores the feasibility of exploring the impact of engagement on intended outcomes, allowing for more precise exploration of the dose-response relationship that may be realized through these low-touch interventions that offer promising potential for reaching high numbers of program participants.
ClinicalTrials.gov NCT04979481; https://clinicaltrials.gov/ct2/show/NCT04979481.
许多美国印第安人和阿拉斯加原住民(AI/AN或原住民)社区对自杀率高和心理健康状况不佳表示担忧。基于技术的健康干预措施,能够培养适应力、应对技能、社交联系和求助技能,这可能是促进AI/AN青年健康和幸福的有效策略。西北波特兰地区印第安健康委员会为AI/AN青年设计了BRAVE干预措施。BRAVE通过短信发送,内容包括榜样视频、心理健康策略、与文化相关资源的链接,以及来自家人和朋友的社会支持。
本研究旨在探索BRAVE干预措施的系统数据,以确定用户参与模式以及根据对BRAVE内容的点击次数得出的心理社会结果差异。
BRAVE研究在全国范围内纳入了1030名AI/AN青少年和年轻人(15至24岁)。BRAVE和STEM研究组的短信系列每周包含3至5条短信,每周有1个榜样视频和1张图片。短信通过移动短信服务提供商Mobile Commons(Upland Software Inc)发送,该平台支持文本、图片和视频短信。
在最初的BRAVE分析中的509名参与者中,有270人有足够的数据来分析用户参与度,即至少对一条研究短信有一次可追踪的点击。在这270人中,184人(68.1%)为女性,50人(18.5%)为男性,36人(13.3%)选择了其他性别类别。参与者的平均年龄为20.6岁,最小年龄为15岁,最大年龄为26岁。以点击次数衡量,大多数参与者的参与度相对较低(中位数为2;平均数为3.4),尽管其他人对短信内容的点击次数多达49次。用户最常参与基于YouTube的内容(观看7个榜样视频中的1个),总点击量的64.8%(175/270)来自榜样视频,早期的视频点击量最高。大多数基线心理社会指标与点击的链接数量没有显著关联。然而,求助行为具有高度显著性(P<0.001),率比为0.82(0.73,0.92),这表明基线时求助得分每增加1个单位,研究内容的预期点击次数就会减少18%。
这是第一项为评估移动健康干预中的用户参与度设定初始标准的研究。我们的工作强调了探索参与度对预期结果影响的可行性,从而能够更精确地探索通过这些低接触干预措施可能实现的剂量反应关系,这些干预措施为接触大量项目参与者提供了有前景的潜力。
ClinicalTrials.gov NCT04979481;https://clinicaltrials.gov/ct2/show/NCT04979481