Wearable Sensor/Device (Fitbit One) and SMS Text-Messaging Prompts to Increase Physical Activity in Overweight and Obese Adults: A Randomized Controlled Trial
被引:192
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作者:
Wang, Julie B.
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Univ Calif San Diego, Moores Canc Ctr, La Jolla, CA 92093 USA
San Diego State Univ, Grad Sch Publ Hlth, San Diego, CA 92182 USA
Univ Calif San Francisco, Cardiovasc Res Inst, San Francisco, CA 94143 USAUniv Calif San Diego, Moores Canc Ctr, La Jolla, CA 92093 USA
Wang, Julie B.
[1
,3
,4
]
Cadmus-Bertram, Lisa A.
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机构:
Univ Calif San Diego, Moores Canc Ctr, La Jolla, CA 92093 USAUniv Calif San Diego, Moores Canc Ctr, La Jolla, CA 92093 USA
Cadmus-Bertram, Lisa A.
[1
]
Natarajan, Loki
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机构:
Univ Calif San Diego, Moores Canc Ctr, La Jolla, CA 92093 USAUniv Calif San Diego, Moores Canc Ctr, La Jolla, CA 92093 USA
Natarajan, Loki
[1
]
White, Martha M.
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Univ Calif San Diego, Moores Canc Ctr, La Jolla, CA 92093 USAUniv Calif San Diego, Moores Canc Ctr, La Jolla, CA 92093 USA
White, Martha M.
[1
]
Madanat, Hala
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机构:
San Diego State Univ, Grad Sch Publ Hlth, San Diego, CA 92182 USAUniv Calif San Diego, Moores Canc Ctr, La Jolla, CA 92093 USA
Madanat, Hala
[3
]
Nichols, Jeanne F.
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机构:
Univ Calif San Diego, Ctr Wireless Populat Hlth Syst, La Jolla, CA 92093 USAUniv Calif San Diego, Moores Canc Ctr, La Jolla, CA 92093 USA
Nichols, Jeanne F.
[2
]
Ayala, Guadalupe X.
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San Diego State Univ, Grad Sch Publ Hlth, San Diego, CA 92182 USAUniv Calif San Diego, Moores Canc Ctr, La Jolla, CA 92093 USA
Ayala, Guadalupe X.
[3
]
Pierce, John P.
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Univ Calif San Diego, Moores Canc Ctr, La Jolla, CA 92093 USAUniv Calif San Diego, Moores Canc Ctr, La Jolla, CA 92093 USA
Pierce, John P.
[1
]
机构:
[1] Univ Calif San Diego, Moores Canc Ctr, La Jolla, CA 92093 USA
[2] Univ Calif San Diego, Ctr Wireless Populat Hlth Syst, La Jolla, CA 92093 USA
[3] San Diego State Univ, Grad Sch Publ Hlth, San Diego, CA 92182 USA
[4] Univ Calif San Francisco, Cardiovasc Res Inst, San Francisco, CA 94143 USA
behavioral health;
e-health;
mobile health;
sensor technology;
technology;
WEIGHT-LOSS MAINTENANCE;
BREAST-CANCER SURVIVORS;
MOBILE PHONE;
BEHAVIOR-CHANGE;
LOSS PROGRAM;
UNITED-STATES;
INTERVENTION;
INTERNET;
EXERCISE;
TECHNOLOGY;
D O I:
10.1089/tmj.2014.0176
中图分类号:
R19 [保健组织与事业(卫生事业管理)];
学科分类号:
摘要:
Background:Studies have shown self-monitoring can modify health behaviors, including physical activity (PA). This study tested the utility of a wearable sensor/device (Fitbit((R)) One; Fitbit Inc., San Francisco, CA) and short message service (SMS) text-messaging prompts to increase PA in overweight and obese adults.Materials and Methods:Sixty-seven adults wore a Fitbit One tracker for 6 weeks; half were randomized to also receive three daily SMS-based PA prompts. The Fitbit One consisted of a wearable tracker for instant feedback on performance and a Web site/mobile application (app) for detailed summaries. Outcome measures were objectively measured steps and minutes of PA by intensity using two accelerometers: Actigraph (Pensacola, FL) GT3X+ (primary measure) at baseline and Week 6 and Fitbit One (secondary measure) at baseline and Weeks 1, 2, 3, 4, 5, and 6.Results:Mixed-model repeated-measures analysis of primary measures indicated a significant within-group increase of +4.3 (standard error [SE]=2.0) min/week of moderate- to vigorous-intensity PA (MVPA) at 6-week follow-up (p=0.04) in the comparison group (Fitbit only), but no study group differences across PA levels. Secondary measures indicated the SMS text-messaging effect lasted for only 1 week: the intervention group increased by +1,266 steps (SE=491; p=0.01), +17.8min/week MVPA (SE=8.5; p=0.04), and +38.3min/week total PA (SE=15.9; p=0.02) compared with no changes in the comparison group, and these between-group differences were significant for steps (p=0.01), fairly/very active minutes (p<0.01), and total active minutes (p=0.02).Conclusions:These data suggest that the Fitbit One achieved a small increase in MVPA at follow-up and that the SMS-based PA prompts were insufficient in increasing PA beyond 1 week. Future studies can test this intervention in those requiring less help and/or test strategies to increase participants' engagement levels.
机构:
Kaiser Permanente Northern Calif, Div Res, Oakland, CA USAStanford Univ, Dept Epidemiol & Populat Hlth, Sch Med, 1701 Page Mill Rd, Palo Alto, CA 94304 USA
Xu, Fei
Sridhar, Sneha
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机构:
Kaiser Permanente Northern Calif, Div Res, Oakland, CA USAStanford Univ, Dept Epidemiol & Populat Hlth, Sch Med, 1701 Page Mill Rd, Palo Alto, CA 94304 USA
Sridhar, Sneha
Sedgwick, Tali
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h-index: 0
机构:
Kaiser Permanente Northern Calif, Div Res, Oakland, CA USAStanford Univ, Dept Epidemiol & Populat Hlth, Sch Med, 1701 Page Mill Rd, Palo Alto, CA 94304 USA
Sedgwick, Tali
Nkemere, Linda
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Kaiser Permanente Northern Calif, Div Res, Oakland, CA USAStanford Univ, Dept Epidemiol & Populat Hlth, Sch Med, 1701 Page Mill Rd, Palo Alto, CA 94304 USA
Nkemere, Linda
Badon, Sylvia E.
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Kaiser Permanente Northern Calif, Div Res, Oakland, CA USAStanford Univ, Dept Epidemiol & Populat Hlth, Sch Med, 1701 Page Mill Rd, Palo Alto, CA 94304 USA
Badon, Sylvia E.
Quesenberry, Charles
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Kaiser Permanente Northern Calif, Div Res, Oakland, CA USAStanford Univ, Dept Epidemiol & Populat Hlth, Sch Med, 1701 Page Mill Rd, Palo Alto, CA 94304 USA
Quesenberry, Charles
Ferrara, Assiamira
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Kaiser Permanente Northern Calif, Div Res, Oakland, CA USAStanford Univ, Dept Epidemiol & Populat Hlth, Sch Med, 1701 Page Mill Rd, Palo Alto, CA 94304 USA
Ferrara, Assiamira
Mandel, Sarah
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机构:
Permanente Med Grp Inc, San Francisco, CA USAStanford Univ, Dept Epidemiol & Populat Hlth, Sch Med, 1701 Page Mill Rd, Palo Alto, CA 94304 USA
Mandel, Sarah
Brown, Susan D.
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机构:
Kaiser Permanente Northern Calif, Div Res, Oakland, CA USA
Univ Calif Davis, Sch Med, Sacramento, CA 95817 USA
Kaiser Permanente Bernard J Tyson Sch Med, Pasadena, CA USAStanford Univ, Dept Epidemiol & Populat Hlth, Sch Med, 1701 Page Mill Rd, Palo Alto, CA 94304 USA
Brown, Susan D.
Hedderson, Monique
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Kaiser Permanente Northern Calif, Div Res, Oakland, CA USAStanford Univ, Dept Epidemiol & Populat Hlth, Sch Med, 1701 Page Mill Rd, Palo Alto, CA 94304 USA
机构:
Univ Estado Rio De Janeiro, Inst Social Med, Dept Epidemiol, Rio De Janeiro, Brazil
Naval Acad Brazilian Navy, Dept Phys Educ & Sports, Rio De Janeiro, BrazilUniv Estado Rio De Janeiro, Inst Social Med, Dept Epidemiol, Rio De Janeiro, Brazil
Paravidino, Vitor Barreto
Felix Mediano, Mauro Felippe
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Fundacao Oswaldo Cruz, Evandro Chagas Natl Inst Infect Dis, Rio De Janeiro, BrazilUniv Estado Rio De Janeiro, Inst Social Med, Dept Epidemiol, Rio De Janeiro, Brazil
Felix Mediano, Mauro Felippe
Silva, Inacio Crochemore M.
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Univ Fed Pelotas, Postgrad Program Epidemiol, Pelotas, BrazilUniv Estado Rio De Janeiro, Inst Social Med, Dept Epidemiol, Rio De Janeiro, Brazil
Silva, Inacio Crochemore M.
Wendt, Andrea
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Univ Fed Pelotas, Postgrad Program Epidemiol, Pelotas, BrazilUniv Estado Rio De Janeiro, Inst Social Med, Dept Epidemiol, Rio De Janeiro, Brazil
Wendt, Andrea
Del Vecchio, Fabricio Boscolo
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Univ Fed Pelotas, Postgrad Program Phys Educ, Pelotas, RS, BrazilUniv Estado Rio De Janeiro, Inst Social Med, Dept Epidemiol, Rio De Janeiro, Brazil
Del Vecchio, Fabricio Boscolo
Neves, Fabiana Alves
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Univ Estado Rio De Janeiro, Dept Physiol Sci, Rio De Janeiro, BrazilUniv Estado Rio De Janeiro, Inst Social Med, Dept Epidemiol, Rio De Janeiro, Brazil
Neves, Fabiana Alves
Terra, Bruno de Souza
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Brazilian Navy, Phys Educ Ctr Admiral Adalberto Nunes, Res Lab Exercise Sci, Rio De Janeiro, BrazilUniv Estado Rio De Janeiro, Inst Social Med, Dept Epidemiol, Rio De Janeiro, Brazil
Terra, Bruno de Souza
Correa Gomes, Erika Alvarenga
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Fluminense Fed Univ, Lab Exercise Sci, Niteroi, RJ, BrazilUniv Estado Rio De Janeiro, Inst Social Med, Dept Epidemiol, Rio De Janeiro, Brazil
Correa Gomes, Erika Alvarenga
Moura, Anibal Sanchez
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Univ Estado Rio De Janeiro, Dept Physiol Sci, Rio De Janeiro, BrazilUniv Estado Rio De Janeiro, Inst Social Med, Dept Epidemiol, Rio De Janeiro, Brazil
Moura, Anibal Sanchez
Sichieri, Rosely
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Univ Estado Rio De Janeiro, Inst Social Med, Dept Epidemiol, Rio De Janeiro, BrazilUniv Estado Rio De Janeiro, Inst Social Med, Dept Epidemiol, Rio De Janeiro, Brazil