Personalized digital behaviour interventions increase short-term physical activity: a randomized control crossover trial substudy of the MyHeart Counts Cardiovascular Health Study

被引:1
|
作者
Javed, Ali [1 ]
Kim, Daniel Seung [1 ]
Hershman, Steven G. [1 ,2 ]
Shcherbina, Anna [1 ]
Johnson, Anders [1 ]
Tolas, Alexander [1 ]
O'Sullivan, Jack W. [1 ]
McConnell, Michael V. [1 ,3 ]
Lazzeroni, Laura [4 ]
King, Abby C. [1 ,5 ,6 ]
Christle, Jeffrey W. [1 ]
Oppezzo, Marily [1 ]
Mattsson, C. Mikael [1 ]
Harrington, Robert A. [1 ]
Wheeler, Matthew T. [1 ]
Ashley, Euan A. [1 ,4 ,7 ,8 ]
机构
[1] Stanford Univ, Sch Med, Dept Med, Div Cardiovasc Med, Stanford, CA 94305 USA
[2] Biofourmis, Boston, MA USA
[3] identifeye HEALTH, Redwood City, CA USA
[4] Stanford Univ, Sch Med, Dept Biomed Data Sci, Stanford, CA 94305 USA
[5] Stanford Univ, Dept Hlth Res & Policy, Stanford, CA USA
[6] Stanford Univ, Sch Med, Stanford Prevent Res Ctr, Dept Med, Stanford, CA USA
[7] Stanford Univ, Stanford Cardiovasc Inst, Stanford, CA 94305 USA
[8] Stanford Univ, Dept Genet, Sch Med, Stanford, CA 94305 USA
来源
关键词
Digital health; Digital interventions; Physical activity; eBhavioural interventions; Personalized medicine; Apple Watch; PRECISION MEDICINE; MOBILE HEALTH; TECHNOLOGY; FITNESS;
D O I
10.1093/ehjdh/ztad047
中图分类号
R5 [内科学];
学科分类号
1002 ; 100201 ;
摘要
Aims Physical activity is associated with decreased incidence of the chronic diseases associated with aging. We previously demon,strated that digital interventions delivered through a smartphone app can increase short-term physical activity. Methods and results We offered enrolment to community-living iPhone-using adults aged >= 18 years in the USA, UK, and Hong Kong who down,loaded the MyHeart Counts app. After completion of a 1-week baseline period, e-consented participants were randomized to four 7-day interventions. Interventions consisted of: (i) daily personalized e-coaching based on the individual's baseline activity patterns, (ii) daily prompts to complete 10 000 steps, (iii) hourly prompts to stand following inactivity, and (iv) daily instructions to read guidelines from the American Heart Association (AHA) website. After completion of one 7-day inter,vention, participants subsequently randomized to the next intervention of the crossover trial. The trial was completed in a free-living setting, where neither the participants nor investigators were blinded to the intervention. The primary outcome was change in mean daily step count from baseline for each of the four interventions, assessed in a modified intention-totreat analysis (modified in that participants had to complete 7 days of baseline monitoring and at least 1 day of an interven,tion to be included in analyses). This trial is registered with ClinicalTrials.gov, NCT03090321. Conclusion Between 1 January 2017 and 1 April 2022, 4500 participants consented to enrol in the trial (a subset of the approximately 50 000 participants in the larger MyHeart Counts study), of whom 2458 completed 7 days of baseline monitoring (mean daily steps 4232 +/- 73) and at least 1 day of one of the four interventions. Personalized e-coaching prompts, tailored to an indi,vidual based on their baseline activity, increased step count significantly (+402 +/- 71 steps from baseline, P = 7.1.10(-8)). Hourly stand prompts (+292 steps from baseline, P = 0.00029) and a daily prompt to read AHA guidelines (+215 steps from baseline, P = 0.021) were significantly associated with increased mean daily step count, while a daily reminder to com,plete 10 000 steps was not (+170 steps from baseline, P = 0.11). Digital studies have a significant advantage over traditional clinical trials in that they can continuously recruit participants in a cost-effective manner, allowing for new insights provided by increased statistical power and refinement of prior signals. Here, we present a novel finding that digital interventions tai,lored to an individual are effective in increasing short-term physical activity in a free-living cohort. These data suggest that participants are more likely to react positively and increase their physical activity when prompts are personalized. Further studies are needed to determine the effects of digital interventions on long-term outcomes. [GRAPHICS] .
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收藏
页码:411 / 419
页数:9
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