hodkinson_2021_oi_210491_1626121199.11576.pdf (1.26 MB)
Interventions using wearable physical activity trackers among adults with cardiometabolic conditions: a systematic review and meta-analysis
journal contribution
posted on 2023-06-10, 01:05 authored by Alexander Hodkinson, Evangelos Kontopantelis, Charles Adeniji, Harm van MarwijkHarm van Marwijk, Brian McMillian, Peter Bower, Maria PanagiotiImportance - Wearable physical activity (PA) trackers, such as accelerometers, fitness trackers, and pedometers, are accessible technologies that may encourage increased PA levels in line with current recommendations. However, whether their use is associated with improvements in PA levels in participants who experience 1 or more cardiometabolic conditions, such as diabetes, prediabetes, obesity, and cardiovascular disease, is unknown. Objective - To assess the association of interventions using wearable PA trackers (accelerometers, fitness trackers, and pedometers) with PA levels and other health outcomes in adults with cardiometabolic conditions. Data Sources - For this systematic review and meta-analysis, searches of MEDLINE, Embase, Cochrane Central Register of Controlled Trials, and PsycINFO were performed from January 1, 2000, until December 31, 2020, with no language restriction. A combination of Medical Subject Heading terms and text words of diabetes, obesity, cardiovascular disease, pedometers, accelerometers, and Fitbits were used. Study Selection - Randomized clinical trials or cluster randomized clinical trials that evaluated the use of wearable PA trackers, such as pedometers, accelerometers, or fitness trackers, were included. Trials were excluded if they assessed the trackers only as measuring tools of PA before and after another intervention, they required participants to be hospitalized, assessors were not blinded to the trackers, or they used a tracker to measure the effect of a pharmacological treatment on PA among individuals. Data Extraction and Synthesis - The study followed the Preferred Reporting Items for Systematic Reviews and Meta-analyses (PRISMA) reporting guideline. A random-effects model was used for the meta-analysis. Main Outcomes and Measures - The primary outcome was mean difference in PA levels. When the scale was different across studies, standardized mean differences were calculated. Heterogeneity was quantified using the I2 statistic and explored using mixed-effects metaregression. Results - A total of 38 randomized clinical trials with 4203 participants were eligible in the systematic review; 29 trials evaluated pedometers, and 9 evaluated accelerometers or fitness trackers. Four studies did not provide amenable outcome data, leaving 34 trials (3793 participants) for the meta-analysis. Intervention vs comparator analysis showed a significant association of wearable tracker use with increased PA levels overall (standardized mean difference, 0.72; 95% CI, 0.46-0.97; I2?=?88%; 95% CI, 84.3%-90.8%; P?
History
Publication status
- Published
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- Published version
Journal
JAMA Network OpenISSN
2574-3805Publisher
American Medical AssociationIssue
7Volume
4Page range
1-18Article number
a2116382Event location
United StatesDepartment affiliated with
- Primary Care and Public Health Publications
Full text available
- Yes
Peer reviewed?
- Yes
Legacy Posted Date
2021-09-23First Open Access (FOA) Date
2021-09-23First Compliant Deposit (FCD) Date
2021-09-23Usage metrics
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