Consumer-Based Wearable Activity Trackers Increase Physical Activity Participation: Systematic Review and Meta-Analysis

被引:375
作者
Brickwood, Katie-Jane [1 ]
Watson, Greig [1 ]
O'Brien, Jane [1 ]
Williams, Andrew D. [1 ]
机构
[1] Univ Tasmania, Coll Hlth & Med, Sch Hlth Sci, Newnham Dr, Newnham 7250, Australia
关键词
exercise; fitness trackers; telemedicine; meta-analysis; RANDOMIZED CONTROLLED-TRIAL; BREAST-CANCER SURVIVORS; LIFE-STYLE INTERVENTION; TECHNOLOGY-BASED SYSTEM; WEIGHT-LOSS; FINANCIAL INCENTIVES; BEHAVIOR-CHANGE; SEDENTARY TIME; ACTIVITY MONITORS; REDUCING OBESITY;
D O I
10.2196/11819
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: The range of benefits associated with regular physical activity participation is irrefutable. Despite the well-known benefits, physical inactivity remains one of the major contributing factors to ill-health throughout industrialized countries. Traditional lifestyle interventions such as group education or telephone counseling are effective at increasing physical activity participation; however, physical activity levels tend to decline over time. Consumer-based wearable activity trackers that allow users to objectively monitor activity levels are now widely available and may offer an alternative method for assisting individuals to remain physically active. Objective: This review aimed to determine the effects of interventions utilizing consumer-based wearable activity trackers on physical activity participation and sedentary behavior when compared with interventions that do not utilize activity tracker feedback. Methods: A systematic review was performed searching the following databases for studies that included the use of a consumer-based wearable activity tracker to improve physical activity participation: Cochrane Controlled Register of Trials, MEDLINE, PubMed, Scopus, Web of Science, Cumulative Index of Nursing and Allied Health Literature, SPORTDiscus, and Health Technology Assessments. Controlled trials of adults comparing the use of a consumer-based wearable activity tracker with other nonactivity tracker-based interventions were included. The main outcome measures were physical activity participation and sedentary behavior. All studies were assessed for risk of bias, and the Grades of Recommendation, Assessment, Development, and Evaluation system was used to rank the quality of evidence. The guidelines of the Preferred Reporting Items for Systematic Reviews and Meta-Analyses statement were followed. A random-effects meta-analysis was completed on the included outcome measures to estimate the treatment effect of interventions that included an activity tracker compared with a control group. Results: There was a significant increase in daily step count (standardized mean difference [SMD] 0.24; 95% CI 0.16 to 0.33; P<.001), moderate and vigorous physical activity (SMD 0.27; 95% CI 0.15 to 0.39; P<.001), and energy expenditure (SMD 0.28; 95% CI 0.03 to 0.54; P=.03) and a nonsignificant decrease in sedentary behavior (SMD -0.20; 95% CI -0.43 to 0.03; P=.08) following the intervention versus control comparator across all studies in the meta-analyses. In general, included studies were at low risk of bias, except for performance bias. Heterogeneity varied across the included meta-analyses ranging from low (I-2 =3%) for daily step count through to high (I-2 =67%) for sedentary behavior. Conclusions: Utilizing a consumer-based wearable activity tracker as either the primary component of an intervention or as part of a broader physical activity intervention has the potential to increase physical activity participation. As the effects of physical activity interventions are often short term, the inclusion of a consumer-based wearable activity tracker may provide an effective tool to assist health professionals to provide ongoing monitoring and support.
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共 101 条
[1]   Integrating Mobile health and Physical Activity to reduce the burden of Chronic low back pain Trial (IMPACT): a pilot trial protocol [J].
Amorim, Anita B. ;
Pappas, Evangelos ;
Simic, Milena ;
Ferreira, Manuela L. ;
Tiedemann, Anne ;
Jennings, Matthew ;
Ferreira, Paulo H. .
BMC MUSCULOSKELETAL DISORDERS, 2016, 17
[2]   "Not just another walking program": Everyday Activity Supports You (EASY) model-a randomized pilot study for a parallel randomized controlled trial [J].
Ashe M.C. ;
Winters M. ;
Hoppmann C.A. ;
Dawes M.G. ;
Gardiner P.A. ;
Giangregorio L.M. ;
Madden K.M. ;
McAllister M.M. ;
Wong G. ;
Puyat J.H. ;
Singer J. ;
Sims-Gould J. ;
McKay H.A. .
Pilot and Feasibility Studies, 1 (1)
[3]   Feasibility and preliminary efficacy of the 'HEYMAN' healthy lifestyle program for young men: a pilot randomised controlled trial [J].
Ashton, Lee M. ;
Morgan, Philip J. ;
Hutchesson, Melinda J. ;
Rollo, Megan E. ;
Collins, Clare E. .
NUTRITION JOURNAL, 2017, 16 :1-17
[4]  
Bandura A., 2008, International encyclopedia of communication, V10, P4654, DOI DOI 10.1002/9781405186407.WBIECS053
[5]   Using a technology-based intervention to promote weight loss in sedentary overweight or obese adults: a randomized controlled trial study design [J].
Barry, Vaughn W. ;
McClain, Amanda C. ;
Shuger, Sara ;
Sui, Xuemei ;
Hardin, James W. ;
Hand, Gregory A. ;
Wilcox, Sara ;
Blair, Steven N. .
DIABETES METABOLIC SYNDROME AND OBESITY-TARGETS AND THERAPY, 2011, 4 :67-77
[6]   Physical activity, sedentary behavior and total wellness changes among sedentary adults: a 4-week randomized controlled trial [J].
Barwais, Faisal A. ;
Cuddihy, Thomas F. ;
Tomson, L. Michaud .
HEALTH AND QUALITY OF LIFE OUTCOMES, 2013, 11
[7]   Sedentary Time and Its Association With Risk for Disease Incidence, Mortality, and Hospitalization in Adults A Systematic Review and Meta-analysis [J].
Biswas, Aviroop ;
Oh, Paul I. ;
Faulkner, Guy E. ;
Bajaj, Ravi R. ;
Silver, Michael A. ;
Mitchell, Marc S. ;
Alter, David A. .
ANNALS OF INTERNAL MEDICINE, 2015, 162 (02) :123-+
[8]   Community-based efforts to promote physical activity: A systematic review of interventions considering mode of delivery, study quality and population subgroups [J].
Bock, Christina ;
Jarczok, Marc N. ;
Litaker, David .
JOURNAL OF SCIENCE AND MEDICINE IN SPORT, 2014, 17 (03) :276-282
[9]   Evaluating the effectiveness of organisational-level strategies with or without an activity tracker to reduce office workers' sitting time: a cluster-randomised trial [J].
Brakenridge, C. L. ;
Fjeldsoe, B. S. ;
Young, D. C. ;
Winkler, E. A. H. ;
Dunstan, D. W. ;
Straker, L. M. ;
Healy, G. N. .
INTERNATIONAL JOURNAL OF BEHAVIORAL NUTRITION AND PHYSICAL ACTIVITY, 2016, 13
[10]   Organizational-Level Strategies With or Without an Activity Tracker to Reduce Office Workers' Sitting Time: Rationale and Study Design of a Pilot Cluster-Randomized Trial [J].
Brakenridge, Charlotte L. ;
Fjeldsoe, Brianna S. ;
Young, Duncan C. ;
Winkler, Elisabeth A. H. ;
Dunstan, David W. ;
Straker, Leon M. ;
Brakenridge, Christian J. ;
Healy, Genevieve N. .
JMIR RESEARCH PROTOCOLS, 2016, 5 (02)