Department of Epidemiology & Population Health, Stanford University School of Medicine, Stanford, California.
Stanford Prevention Research Center, Department of Medicine, Stanford University School of Medicine, Stanford, California.
JAMA Intern Med. 2020 Nov 1;180(11):1481-1490. doi: 10.1001/jamainternmed.2020.4143.
Effective and practical treatments are needed to increase physical activity among those at heightened risk from inactivity. Walking represents a popular physical activity that can produce a range of desirable health effects, particularly as people age.
To test the hypothesis that counseling by a computer-based virtual advisor is no worse than (ie, noninferior to) counseling by trained human advisors for increasing 12-month walking levels among inactive adults.
DESIGN, SETTING, AND PARTICIPANTS: A cluster-randomized, noninferiority parallel trial enrolled 245 adults between July 21, 2014, and July 29, 2016, with follow-up through September 15, 2017. Data analysis was performed from March 15 to December 20, 2018. The evidence-derived noninferiority margin was 30 minutes of walking per week. Participants included inactive adults aged 50 years and older, primarily of Latin American descent and capable of walking without significant limitations, from 10 community centers in Santa Clara and San Mateo counties, California.
All participants received similar evidence-based, 12-month physical activity counseling at their local community center, with the 10 centers randomized to a computerized virtual advisor program (virtual) or a previously validated peer advisor program (human).
The primary outcome was change in walking minutes per week over 12 months using validated interview assessment corroborated with accelerometry. Both per-protocol and intention-to-treat analysis was performed.
Among the 245 participants randomized, 193 were women (78.8%) and 241 participants (98.4%) were Latino. Mean (SD) age was 62.3 (8.4) years (range, 50-87 years), 107 individuals (43.7%) had high school or less educational level, mean BMI was 32.8 (6.8), and mean years residence in the US was 47.4 (17.0) years. A total of 231 participants (94.3%) completed the study. Mean 12-month change in walking was 153.9 min/wk (95% CI, 126.3 min/wk to infinity) for the virtual cohort (n = 123) and 131.9 min/wk (95% CI, 101.4 min/wk to infinity) for the human cohort (n = 122) (difference, 22.0, with lower limit of 1-sided 95% CI, -20.6 to infinity; P = .02); this finding supports noninferiority. Improvements emerged in both arms for relevant clinical risk factors, sedentary behavior, and well-being measures.
The findings of this study indicate that a virtual advisor using evidence-based strategies produces significant 12-month walking increases for older, lower-income Latino adults that are no worse than the significant improvements achieved by human advisors. Changes produced by both programs are commensurate with those reported in previous investigations of these behavioral interventions and provide support for broadening the range of light-touch physical activity programs that can be offered to a diverse population.
ClinicalTrials.gov Identifier: NCT02111213.
需要有效的、实用的治疗方法来提高那些因缺乏运动而处于高风险的人的身体活动水平。散步是一种受欢迎的体育活动,可以产生一系列理想的健康效果,尤其是随着人们年龄的增长。
测试以下假设,即基于计算机的虚拟顾问咨询并不比(即,非劣效于)经过培训的人类顾问咨询更能增加 12 个月内不活跃成年人的步行水平。
设计、地点和参与者:这是一项基于群组的、非劣效性平行试验,于 2014 年 7 月 21 日至 2016 年 7 月 29 日期间招募了 245 名成年人,随访至 2017 年 9 月 15 日。数据分析于 2018 年 3 月 15 日至 12 月 20 日进行。证据推断的非劣效性边界为每周 30 分钟的步行量。参与者包括来自加利福尼亚州圣克拉拉县和圣马特奥县 10 个社区中心的年龄在 50 岁及以上、主要为拉丁裔血统且能够无明显限制行走的不活跃成年人。
所有参与者都在当地社区中心接受了类似的基于证据的 12 个月的身体活动咨询,这 10 个中心被随机分配到一个基于计算机的虚拟顾问项目(虚拟)或一个以前经过验证的同行顾问项目(人类)。
主要结果是在 12 个月内使用经过验证的访谈评估并通过加速度计进行验证的每周步行分钟数的变化。同时进行了意向治疗和按方案分析。
在 245 名随机参与者中,193 名女性(78.8%),241 名参与者(98.4%)为拉丁裔。平均(SD)年龄为 62.3(8.4)岁(范围,50-87 岁),107 人(43.7%)具有高中或以下教育水平,平均 BMI 为 32.8(6.8),在美国的平均居住年限为 47.4(17.0)年。共有 231 名参与者(94.3%)完成了研究。虚拟队列(n=123)的 12 个月平均步行变化为 153.9 分钟/周(95%CI,126.3 分钟/周至无穷大),人类队列(n=122)的 12 个月平均步行变化为 131.9 分钟/周(95%CI,101.4 分钟/周至无穷大)(差值为 22.0,95%CI 的下限为-20.6 至无穷大;P=0.02);这一发现支持非劣效性。两个组都出现了相关临床风险因素、久坐行为和幸福感指标的改善。
这项研究的结果表明,使用基于证据的策略的虚拟顾问可以显著增加年龄较大、低收入的拉丁裔成年人的 12 个月步行量,而且并不逊于人类顾问取得的显著改善。两个项目产生的变化与之前对这些行为干预的研究报告的变化相当,并为拓宽可以提供给不同人群的轻触式身体活动计划范围提供了支持。
ClinicalTrials.gov 标识符:NCT02111213。