Research graph
References from Just-in-Time Adaptive Interventions for physical activity: a systematic review of their public health impact and methodological quality. Local targets link to admitted publications; unresolved targets remain external evidence.
Stage-specific risk factors of cardiometabolic multimorbidity: a systematic review and meta-analysis from incidence to mortality
10.1016/j.arr.2025.102991 · 2026 · External reference
Sedentary behaviour and cardiometabolic health: integrating the potential underlying molecular health aspects
10.1016/j.metabol.2025.156320 · 2025 · External reference
Timing of moderate to vigorous physical activity, mortality, cardiovascular disease, and microvascular disease in adults with obesity
10.2337/dc23-2448 · 2024 · External reference
Daily steps and all-cause mortality: a meta-analysis of 15 international cohorts
10.1016/s2468-2667(21)00302-9 · 2022 · External reference
Unresolved reference
2024 · External reference
Unresolved reference
2022 · External reference
The effect of exercise on cardiovascular disease risk factors in sedentary population: a systematic review and meta-analysis
10.3389/fpubh.2025.1470947 · 2025 · External reference
Potential impact of increasing physical activity on NCD mortality in the EU: pathways to SDG 3.4.1 by 2030
10.1136/bmjgh-2025-022998 · 2026 · External reference
Epidemiology and cardiovascular benefits of physical activity and exercise
10.1161/circresaha.125.325526 · 2025 · External reference
Effectiveness of wearable technologies in supporting physical activity and metabolic health in adults with type 2 diabetes: a systematic-narrative hybrid review
10.3390/healthcare13192422 · 2025 · External reference
From steps to context: optimizing digital phenotyping for physical activity monitoring in older adults by integrating wearable data and ecological momentary assessment
10.3390/s25030858 · 2025 · External reference
Digital technology empowers exercise health management in older adults: a systematic review and meta-analysis of the effects of mHealth-based interventions on physical activity and body composition in older adults
10.3389/fpubh.2025.1661028 · 2025 · External reference
Just-in-Time Adaptive Interventions: where are we now and what is next?
10.1146/annurev-psych-121024-044244 · 2026 · External reference
Just-in-Time Adaptive Interventions (JITAIs) in mobile health: key components and design principles for ongoing health behavior support
10.1007/s12160-016-9830-8 · 2018 · External reference
The design and development of a personalized leisure time physical activity application based on behavior change theories, end-user perceptions, and principles from empirical data mining
10.3389/fpubh.2020.528472 · 2021 · External reference
A systematic review of Just-in-Time Adaptive Interventions (JITAIs) to promote physical activity
10.1186/s12966-019-0792-7 · 2019 · External reference
A pilot effectiveness study of a just-in-time micro-randomized controlled trial on the physical activity and sedentary time of young children and their parents: the active family m-health intervention
10.1371/journal.pone.0340687 · 2026 · External reference
Effectiveness of smartphone-based dyadic interventions to increase physical activity in romantic couples: microrandomized trial
10.2196/67136 · 2026 · External reference
Effects of using a smartphone app combined with behavior change techniques on the level of physical activity among adults and older adults: sequential multiple assignment randomized trial
10.2196/73388 · 2026 · External reference
Unresolved reference
2025 · External reference
Implementation of behavior change theories and techniques for physical activity Just-in-Time Adaptive Interventions: a scoping review
10.3390/ijerph22071133 · 2025 · External reference
RoB 2: a revised tool for assessing risk of bias in randomised trials
10.1136/bmj.l4898 · 2019 · External reference
Microrandomized trials: developing Just-in-Time Adaptive Interventions for better public health
10.2105/ajph.2022.307150 · 2023 · External reference
ROBINS-I: a tool for assessing risk of bias in non-randomised studies of interventions
10.1136/bmj.i4919 · 2016 · External reference
Unresolved reference
2025 · External reference
A digital platform with activity tracking for energy management support in long COVID: a randomised controlled trial
10.1038/s41467-025-64831-y · 2026 · External reference
Adaptive mobile health intervention to reduce excess gestational weight gain
10.1001/jamanetworkopen.2026.8007 · 2026 · External reference
Effectiveness of a digital technology-assisted personalized exercise prescription in the telerehabilitation of postoperative coronary heart disease patients: a randomized controlled trial
10.1016/j.ijnss.2025.12.010 · 2026 · External reference
Impact of push notifications on physical activity and sodium intake among patients with hypertension: microrandomized trial of a Just-in-Time Adaptive Intervention
10.2196/78218 · 2026 · External reference
Effectiveness of a just-in-time adaptive app to increase daily steps: an RCT
10.1016/j.amepre.2024.09.010 · 2025 · External reference
Effectiveness of a mobile phone-delivered multiple health behavior change intervention (LIFE4YOUth) in adolescents: randomized controlled trial
10.2196/69425 · 2025 · External reference
Mobile-based ecological momentary intervention for improving physical activity in adults without regular physical activity: pilot randomized controlled trial
10.2196/79360 · 2025 · External reference
Physical activity and diet Just-in-Time Adaptive Intervention to reduce blood pressure: a randomized controlled trial
10.1038/s41746-025-01844-3 · 2025 · External reference
Using personalized intervention criteria in a mobile Just-in-Time Adaptive Intervention for increasing physical activity in university students: pilot study
10.2196/66750 · 2025 · External reference
An adaptive text message intervention to promote psychological well-being and reduce cardiac risk: the Text4Health controlled clinical pilot trial
10.1016/j.jpsychores.2023.111583 · 2024 · External reference
Ecological momentary intervention to replace sedentary time with physical activity to improve executive function in midlife and older Latino adults: pilot randomized controlled trial
10.2196/55079 · 2024 · External reference
Exploring the added effect of three recommender system techniques in mobile health interventions for physical activity: a longitudinal randomized controlled trial
10.1007/s11257-024-09407-z · 2024 · External reference
Improving movement behavior in people after stroke with the RISE intervention: a randomized multiple baseline study
10.3390/jcm13154341 · 2024 · External reference
Real-time vibration feedback from a smartphone application reduces sedentary time but does not increase physical activity among medical students
10.3390/healthcare12212133 · 2024 · External reference
Text messages to promote physical activity in patients with cardiovascular disease: a micro-randomized trial of a Just-in-Time Adaptive Intervention
10.1161/circoutcomes.123.010731 · 2024 · External reference
A Just-in-Time Adaptive Intervention to enhance physical activity in the SMARTFAMILY2.0 trial
10.1037/spy0000311 · 2023 · External reference
A randomized trial of a mobile health intervention to augment cardiac rehabilitation
10.1038/s41746-023-00921-9 · 2023 · External reference
Effect of an mHealth intervention on physical activity outcomes among young adult cancer survivors: the IMPACT randomized controlled trial
10.1002/cncr.34556 · 2023 · External reference
A personalized smartphone-delivered Just-in-Time Adaptive Intervention (JitaBug) to increase physical activity in older adults: mixed methods feasibility study
10.2196/34662 · 2022 · External reference
A web-based mHealth intervention with telephone support to increase physical activity among pregnant patients with overweight or obesity: feasibility randomized controlled trial
10.2196/33929 · 2022 · External reference
Design and evaluation of a Just-in-Time Adaptive Intervention (JITAI) to reduce sedentary behavior at work: experimental study
10.2196/34309 · 2022 · External reference
Unresolved reference
2022 · External reference
Just-in-time prompts for running, walking, and performing strength exercises in the built environment: 4-week randomized feasibility study
10.2196/35268 · 2022 · External reference
A quality-improvement optimization pilot of BariFit, a mobile health intervention to promote physical activity after bariatric surgery
10.1093/tbm/ibaa040 · 2021 · External reference
Adaptive mHealth intervention for adolescent physical activity promotion
10.1093/jpepsy/jsaa125 · 2021 · External reference
Tailored daily activity: an adaptive physical activity smartphone intervention
10.1089/tmj.2019.0034 · 2020 · External reference
Efficacy of contextually tailored suggestions for physical activity: a micro-randomized optimization trial of HeartSteps
10.1093/abm/kay067 · 2019 · External reference
Mobile health-based physical activity intervention for individuals with spinal cord injury in the community: a pilot study
10.1371/journal.pone.0223762 · 2019 · External reference
Real-time visual activity feedback for physical activity improvement in breast and colon cancer patients
10.1080/15438627.2016.1258639 · 2017 · External reference
Multifactorial intervention in diabetes care using real-time monitoring and tailored feedback in type 2 diabetes
10.1007/s00592-015-0754-8 · 2016 · External reference
Motivational cues as real-time feedback for changing daily activity behavior of patients with COPD
10.1016/j.pec.2013.10.014 · 2014 · External reference
Harnessing different motivational frames via mobile phones to promote daily physical activity and reduce sedentary behavior in aging adults
10.1371/journal.pone.0062613 · 2013 · External reference
Effects of digital health interventions on objectively measured physical activity during the perinatal period: a systematic review and meta-analysis
10.3389/fpubh.2026.1786474 · 2026 · External reference
