Evans W Douglas, Wallace Bihm Jasmine, Szekely Daniel, Nielsen Peter, Murray Elizabeth, Abroms Lorien, Snider Jeremy
Milken Institute School of Public Health, The George Washington University, Washington, DC, United States.
J Med Internet Res. 2014 May 20;16(5):e131. doi: 10.2196/jmir.3297.
The use of mobile phone technologies for health promotion and disease prevention has advanced rapidly in recent years. Text4baby is a theory-based mobile health (mHealth) program in which text messages are delivered to pregnant women and new mothers to improve their health care beliefs and behaviors and improve health status and clinical outcomes. Recent evaluations of Text4baby have found that it improves targeted health attitudes and beliefs, but effects on behavior have not yet been determined.
In this study, investigators aimed to evaluate Text4baby in the military women's population.
Investigators conducted a randomized controlled trial at Madigan Army Medical Center in Tacoma, Washington, from December 2011 through September 2013. All participants were pregnant women first presenting for care at Madigan. Investigators conducted a baseline assessment using a 24-item, self-administered online survey of attitudes and behaviors related to Text4baby message content. Participants were randomized to Text4baby plus usual care (intervention) or usual care alone (control). Investigators analyzed treatment effects of Text4baby on short-term targeted outcomes 4 weeks post enrollment.
For this study, 943 patients were randomized and completed a baseline assessment. The average patient age was 28 years and nearly 70% self-identified as Caucasian. 48.7% of enrollees (459/943) completed the first follow-up assessment. Higher rates of single and working/in-school patients dropped out of the intervention arm of the study, and we adjusted for this finding in subsequent models. However, while investigators were unable to re-survey these participants, only 1.9% of Text4baby enrollees (18/943) dropped the service during the study period. Adjusted and unadjusted logistic generalized estimating equation models were developed to assess intervention effects on measured outcomes. In the model adjusting for age, marital status, having had a previous baby, and race/ethnicity, there was a significant effect of Text4baby intervention exposure on increased agreement with belief in the importance of taking prenatal vitamins (OR 1.91, 95% CI 1.08-3.34, P=.024). All of these attitudes had been targeted by at least one text message during the 4-week evaluation period examined in this study. In unadjusted models, there was a significant effect of intervention exposure on belief in the importance of visiting a health care provider to be a healthy new mother (OR 1.52, 95% CI 1.01-2.31, P=.046) and in the health risks of alcohol during pregnancy (OR 2.06, 95% CI 1.00-4.31, P=.05). No behavioral effects of the intervention were observed in this analysis.
Text4baby is a promising program that offers lessons for future mHealth activities. This large-scale study demonstrated initial effects of the program on attitudes and beliefs targeted by the messages received by women during the study period. Results confirm previous findings from Text4baby studies and other mHealth research. Future analyses will examine dosage effects of the intervention on behaviors and clinical outcomes.
近年来,利用手机技术促进健康和预防疾病的应用发展迅速。“Text4baby”是一项基于理论的移动健康(mHealth)项目,通过向孕妇和新妈妈发送短信,以改善她们的医疗保健观念和行为,提高健康状况和临床结局。最近对“Text4baby”的评估发现,它改善了目标健康态度和信念,但对行为的影响尚未确定。
在本研究中,研究人员旨在评估“Text4baby”在军人家属女性群体中的效果。
2011年12月至2013年9月,研究人员在华盛顿州塔科马市的马迪根陆军医疗中心进行了一项随机对照试验。所有参与者均为首次在马迪根接受护理的孕妇。研究人员使用一份包含24个项目的、自我管理的在线调查问卷,对与“Text4baby”短信内容相关的态度和行为进行了基线评估。参与者被随机分为“Text4baby”加常规护理组(干预组)或仅常规护理组(对照组)。研究人员分析了“Text4baby”对入组4周后短期目标结局的治疗效果。
本研究共随机选取了943名患者并完成了基线评估。患者平均年龄为28岁,近70%的患者自我认定为白人。48.7%的入组者(459/943)完成了首次随访评估。单身以及在职/在校患者退出研究干预组的比例较高,我们在后续模型中对这一结果进行了调整。然而,尽管研究人员无法对这些参与者进行重新调查,但在研究期间,只有1.9%的“Text4baby”入组者(18/943)停止使用该服务。研究人员建立了调整后的和未调整的逻辑广义估计方程模型,以评估干预对测量结局的影响。在调整了年龄、婚姻状况、是否有过生育史以及种族/民族的模型中,“Text4baby”干预暴露对增加对服用产前维生素重要性的信念认同有显著影响(比值比1.91,95%置信区间1.08 - 3.34,P = 0.024)。在本研究为期4周的评估期内,所有这些态度都至少被一条短信提及过。在未调整的模型中,干预暴露对认为拜访医疗保健提供者对于成为健康新妈妈的重要性的信念有显著影响(比值比1.52,95%置信区间1.01 - 2.31,P = 0.046),以及对孕期饮酒的健康风险的信念有显著影响(比值比为2.06,95%置信区间1.00 - 4.31,P = 0.05)。在该分析中未观察到干预对行为的影响。
“Text4baby”是一个很有前景的项目,为未来的移动健康活动提供了经验教训。这项大规模研究证明了该项目对研究期间女性收到的短信所针对的态度和信念产生了初步影响。结果证实了之前“Text4baby”研究和其他移动健康研究的发现。未来的分析将研究干预的剂量效应及其对行为和临床结局的影响。