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References from Critical Perspectives on the Use of Technology in Physical Activity Measurement, Surveillance, and Interventions. Local targets link to admitted publications; unresolved targets remain external evidence.
Leveraging technology to revolutionize physical activity measurement, surveillance, and interventions
10.1123/jpah.2025-0664 · 2025 · External reference
Research for equitable health outcomes: a call for diverse participant samples in wearable device harmonization and standardization approaches
10.1123/jmpb.2026-0021 · 2026 · External reference
Moving toward the inclusion of step-based metrics in physical activity guidelines and surveillance
10.1123/jpah.2023-0180 · 2023 · External reference
Navigating physical activity research in complex terrains: reflections on the challenges, opportunities, and future directions
10.1016/j.jshs.2025.101093 · 2025 · External reference
From London buses to activity trackers: a reflection of 70 years of physical activity research
10.1016/j.jshs.2024.06.001 · 2024 · External reference
Embracing complexity and innovation to tackle the social determinants of health
10.1136/bmjgh-2025-020610 · 2026 · External reference
Technology for physical activity promotion: a bibliometric analysis over four decades using an AI-human hybrid search and selection model
10.1016/j.jsams.2026.06.010 · 2026 · External reference
Best practices for analyzing large-scale health data from wearables and smartphone apps
10.1038/s41746-019-0121-1 · 2019 · External reference
Physical activity for public health in the 21st century
10.1038/s41591-026-04237-5 · 2026 · External reference
Making the case for “physical activity security”: the 2020 WHO guidelines on physical activity and sedentary behaviour from a Global South perspective
10.1136/bjsports-2020-103524 · 2020 · External reference
Fitbit physical activity and sleep data in the all of us research program: data exploration and processing considerations for research
10.1249/mss.0000000000003804 · 2025 · External reference
The all of us research program’s wearables dataset
10.1038/s41591-026-04352-3 · 2026 · External reference
Changing user experience of wearable activity monitors over 7 years: repeat cross-sectional survey study
10.2196/56251 · 2025 · External reference
Population-wide mHealth interventions promoting healthy movement behaviors: systematic review of the real-world evidence
10.1123/jpah.2025-0151 · 2025 · External reference
Effectiveness of app-based interventions for glucose management, cardiometabolic and mental health, and related risk factors: an umbrella review with meta-analysis
10.1016/j.landig.2026.101009 · 2026 · External reference
Comparison of daily step counts among wearable devices in free-living adults: a systematic review and network meta-analysis
10.1016/j.jshs.2026.101162 · 2026 · External reference
A catalog of validity indices for step counting wearable technologies during treadmill walking: the CADENCE-adults study
10.1186/s12966-022-01350-9 · 2022 · External reference
Validity of different activity monitors to count steps in an inpatient rehabilitation setting
10.1093/ptj/pzx010 · 2017 · External reference
