TY - JOUR
T1 - Effectiveness of different intervention designs for improving physical activity in adults with cardiometabolic conditions over time
T2 - a systematic review and network meta-analysis of randomised controlled trials
AU - Hodkinson, Alexander
AU - Sulochana, Harsini Raaja
AU - Kontopantelis, Evangelos
AU - Adeniji, Charles
AU - van Marwijk, Harm
AU - McMillan, Brian
AU - Bower, Peter
AU - Panagioti, Maria
N1 - © 2025. The Author(s).
PY - 2025/7/22
Y1 - 2025/7/22
N2 - BACKGROUND: An active lifestyle can lessen the risk of cardiometabolic conditions and improve overall life quality. To support lifestyle change and help healthcare providers deliver optimal physical activity interventions, we aimed to compare the effectiveness of four different physical activity intervention designs (education, behaviour-change, motivational/goal-setting and multi-component) against usual care/minimal intervention in increasing physical activity among adults with cardiometabolic conditions.METHODS: A systematic review and network meta-analysis of randomised controlled trials (RCTs) were conducted. Four databases were searched (January 2000-February 2025).PRIMARY OUTCOMES: steps per day, moderate-vigorous physical activity (MVPA) and combined physical activity.SECONDARY OUTCOMES: sedentary time, HbA1c, BMI, weight loss, SBP, DBP, cholesterol, LDL-C and HDL-C. Steps per day were analysed via time-course model-based meta-analysis. Bayesian random-effects network meta-analysis estimated mean differences (MD)/standardised mean differences (SMD) and 95% credible intervals (CrIs). Evidence quality was assessed using CINeMA.RESULTS: Sixty-two trials comprising 8952 participants were included, 51 were analysed in the meta-analysis. Behaviour-change (MD = 3287, 95% CrI 1576 to 4997 steps per day), multi-component (MD = 2939, 95% CrI 1714 to 4164), education (MD = 2054, 95% CrI 369 to 3740) and motivational/goal-setting (MD = 1344, 95% CrI 243 to 2445) interventions were significantly more effective than usual care in increasing steps per day. Overall, combined physical activity interventions excluding minimal interventions and when compared to usual care only, increased steps per day significantly from baseline by 143 (95% CrI 114 to 182; median 18 weeks), with the highest number of steps per day predicted at around 75 weeks from baseline (MD = 738, 95% CrI 581 to 893). Only multi-component interventions were consistently found to significantly increase physical activity across all primary measures-steps per day, MVPA and combined physical activity-compared to usual care or minimal care. In terms of secondary outcomes, motivational (MD = - 0.28%, CrI = - 0.46 to - 0.10%) and multi-component interventions were associated with significant HbA1c reductions (MD = - 0.24%, CrI = - 0.47 to - 0.02%) compared to usual care; no significant effects were found on other secondary outcomes.CONCLUSIONS: Multi-component interventions were most effective at improving physical activity levels among people with cardiometabolic conditions. The crucial next step for patients, clinicians and policymakers is to enhance the understanding of how to tailor and implement these interventions effectively for sustained improvements in long-term physical activity levels.TRIAL REGISTRATION: PROSPERO number CRD42023405306.
AB - BACKGROUND: An active lifestyle can lessen the risk of cardiometabolic conditions and improve overall life quality. To support lifestyle change and help healthcare providers deliver optimal physical activity interventions, we aimed to compare the effectiveness of four different physical activity intervention designs (education, behaviour-change, motivational/goal-setting and multi-component) against usual care/minimal intervention in increasing physical activity among adults with cardiometabolic conditions.METHODS: A systematic review and network meta-analysis of randomised controlled trials (RCTs) were conducted. Four databases were searched (January 2000-February 2025).PRIMARY OUTCOMES: steps per day, moderate-vigorous physical activity (MVPA) and combined physical activity.SECONDARY OUTCOMES: sedentary time, HbA1c, BMI, weight loss, SBP, DBP, cholesterol, LDL-C and HDL-C. Steps per day were analysed via time-course model-based meta-analysis. Bayesian random-effects network meta-analysis estimated mean differences (MD)/standardised mean differences (SMD) and 95% credible intervals (CrIs). Evidence quality was assessed using CINeMA.RESULTS: Sixty-two trials comprising 8952 participants were included, 51 were analysed in the meta-analysis. Behaviour-change (MD = 3287, 95% CrI 1576 to 4997 steps per day), multi-component (MD = 2939, 95% CrI 1714 to 4164), education (MD = 2054, 95% CrI 369 to 3740) and motivational/goal-setting (MD = 1344, 95% CrI 243 to 2445) interventions were significantly more effective than usual care in increasing steps per day. Overall, combined physical activity interventions excluding minimal interventions and when compared to usual care only, increased steps per day significantly from baseline by 143 (95% CrI 114 to 182; median 18 weeks), with the highest number of steps per day predicted at around 75 weeks from baseline (MD = 738, 95% CrI 581 to 893). Only multi-component interventions were consistently found to significantly increase physical activity across all primary measures-steps per day, MVPA and combined physical activity-compared to usual care or minimal care. In terms of secondary outcomes, motivational (MD = - 0.28%, CrI = - 0.46 to - 0.10%) and multi-component interventions were associated with significant HbA1c reductions (MD = - 0.24%, CrI = - 0.47 to - 0.02%) compared to usual care; no significant effects were found on other secondary outcomes.CONCLUSIONS: Multi-component interventions were most effective at improving physical activity levels among people with cardiometabolic conditions. The crucial next step for patients, clinicians and policymakers is to enhance the understanding of how to tailor and implement these interventions effectively for sustained improvements in long-term physical activity levels.TRIAL REGISTRATION: PROSPERO number CRD42023405306.
KW - Humans
KW - Randomized Controlled Trials as Topic
KW - Exercise
KW - Network Meta-Analysis as Topic
KW - Adult
KW - Cardiovascular Diseases/prevention & control
U2 - 10.1186/s12916-025-04240-6
DO - 10.1186/s12916-025-04240-6
M3 - Article
C2 - 40696422
SN - 1741-7015
VL - 23
JO - BMC Medicine
JF - BMC Medicine
IS - 1
M1 - 437
ER -