Center for Wireless and Population Health Systems, University of California, San Diego, La Jolla, California, United States of America.
Department of Family Medicine and Public Health, University of California, San Diego, La Jolla, California, United States of America.
PLoS Med. 2019 Sep 25;16(9):e1002917. doi: 10.1371/journal.pmed.1002917. eCollection 2019 Sep.
Weight loss interventions based solely on text messaging (short message service [SMS]) have been shown to be modestly effective for short periods of time and in some populations, but limited evidence is available for positive longer-term outcomes and for efficacy in Hispanic populations. Also, little is known about the comparative efficacy of weight loss interventions that use SMS coupled with brief, technology-mediated contact with health coaches, an important issue when considering the scalability and cost of interventions. We examined the efficacy of a 1-year intervention designed to reduce weight among overweight and obese English- and Spanish-speaking adults via SMS alone (ConTxt) or in combination with brief, monthly health-coaching calls. ConTxt offered 2-4 SMS/day that were personalized, tailored, and interactive. Content was theory- and evidence-based and focused on reducing energy intake and increasing energy expenditure. Monthly health-coaching calls (5-10 minutes' duration) focused on goal-setting, identifying barriers to achieving goals, and self-monitoring.
English- and Spanish-speaking adults were recruited from October 2011 to March 2013. A total of 298 overweight (body mass index [BMI] 27.0 to 39.9 kg/m2) adults (aged 21-60 years; 77% female; 41% Hispanic; 21% primarily Spanish speaking; 44% college graduates or higher; 22% unemployed) were randomly assigned (1:1) to receive either ConTxt only (n = 101), ConTxt plus health-coaching calls (n = 96), or standard print materials on weight reduction (control group, n = 101). We used computer-based permuted-block randomization with block sizes of three or six, stratified by sex and Spanish-speaking status. Participants, study staff, and investigators were masked until the intervention was assigned. The primary outcome was objectively measured percent of weight loss from baseline at 12 months. Differences between groups were evaluated using linear mixed-effects regression within an intention-to-treat framework. A total of 261 (87.2%) and 253 (84.9%) participants completed 6- and 12-month visits, respectively. Loss to follow-up did not differ by study group. Mean (95% confidence intervals [CIs]) percent weight loss at 12 months was -0.61 (-1.99 to 0.77) in the control group, -1.68 (-3.08 to -0.27) in ConTxt only, and -3.63 (-5.05 to -2.81) in ConTxt plus health-coaching calls. At 12 months, mean (95% CI) percent weight loss, adjusted for baseline BMI, was significantly different between ConTxt plus health-coaching calls and the control group (-3.0 [-4.99 to -1.04], p = 0.003) but not between the ConTxt-only and the control group (-1.07 [-3.05 to 0.92], p = 0.291). Differences between ConTxt plus health-coaching calls and ConTxt only were not significant (-1.95 [-3.96 to 0.06], p = 0.057). These findings were consistent across other weight-related secondary outcomes, including changes in absolute weight, BMI, and percent body fat at 12 months. Exploratory subgroup analyses suggested that Spanish speakers responded more favorably to ConTxt plus health-coaching calls than English speakers (Spanish contrast: -7.90 [-11.94 to -3.86], p < 0.001; English contrast: -1.82 [-4.03 to 0.39], p = 0.107). Limitations include the unblinded delivery of the intervention and recruitment of a predominantly female sample from a single site.
A 1-year intervention that delivered theory- and evidence-based weight loss content via daily personalized, tailored, and interactive SMS was most effective when combined with brief, monthly phone calls.
ClinicalTrials.gov NCT01171586.
基于短信(短消息服务 [SMS])的减肥干预措施在短时间内和某些人群中显示出适度的效果,但对于长期积极结果和西班牙裔人群的疗效证据有限。此外,对于使用 SMS 结合简短的、通过技术介导的与健康教练的接触来减肥的干预措施的相对疗效知之甚少,当考虑到干预措施的可扩展性和成本时,这是一个重要问题。我们研究了一项为期 1 年的干预措施的疗效,该措施通过单独使用短信(ConTxt)或与每月简短的健康教练通话相结合来降低超重和肥胖的英语和西班牙语成年人的体重。ConTxt 每天提供 2-4 条个性化、定制和互动的短信。内容基于理论和证据,重点是减少能量摄入和增加能量消耗。每月的健康教练通话(5-10 分钟)侧重于设定目标、识别实现目标的障碍和自我监测。
从 2011 年 10 月至 2013 年 3 月,招募了英语和西班牙语成年人。共有 298 名超重成年人(体重指数 [BMI] 27.0 至 39.9 kg/m2)(年龄 21-60 岁;77%为女性;41%为西班牙裔;21%主要说西班牙语;44%大学毕业或以上;22%失业)被随机分配(1:1)接受仅 ConTxt(n = 101)、ConTxt 加健康教练通话(n = 96)或减肥标准印刷材料(对照组,n = 101)。我们使用基于计算机的随机化分组块随机化,块大小为三或六,按性别和西班牙语使用情况分层。参与者、研究人员和调查人员在干预措施分配之前保持盲态。主要结局是从基线到 12 个月的客观测量体重百分比变化。使用意向治疗框架内的线性混合效应回归评估组间差异。共有 261(87.2%)和 253(84.9%)名参与者分别完成了 6 个月和 12 个月的随访。失访率与研究组无差异。对照组 12 个月时体重百分比变化的平均(95%置信区间 [CI])为-0.61(-1.99 至 0.77),ConTxt 组为-1.68(-3.08 至 -0.27),ConTxt 加健康教练通话组为-3.63(-5.05 至 -2.81)。12 个月时,调整基线 BMI 后,ConTxt 加健康教练通话组与对照组之间的体重百分比变化差异有统计学意义(-3.0 [4.99 至-1.04],p = 0.003),但 ConTxt 仅与对照组之间差异无统计学意义(-1.07 [-3.05 至 0.92],p = 0.291)。ConTxt 加健康教练通话组与 ConTxt 仅组之间的差异无统计学意义(-1.95 [-3.96 至 0.06],p = 0.057)。这些发现与其他与体重相关的次要结局一致,包括 12 个月时绝对体重、BMI 和体脂百分比的变化。探索性亚组分析表明,西班牙语使用者对 ConTxt 加健康教练通话的反应比英语使用者更有利(西班牙语对比:-7.90 [-11.94 至-3.86],p < 0.001;英语对比:-1.82 [-4.03 至 0.39],p = 0.107)。局限性包括干预措施的非盲法交付和从单一地点招募以女性为主的样本。
一项为期 1 年的干预措施,通过每日个性化、定制和互动的短信提供基于理论和证据的减肥内容,当与每月简短的电话通话相结合时效果最佳。
ClinicalTrials.gov NCT01171586。