Digital Mental Health Interventions
25 works in the bibliography carry this topic. Each used an Axivity accelerometer to collect data, or evaluated one as an instrument.
2026
- A framework of digital biomarkers for neurodegenerative diseases (opens in new tab)
- Monitoring and evaluation of digital mental health assessments in adults with mild to moderate intellectual disability and concurrent mental illness: a pilot study (opens in new tab)
- Testing a digitally administered intervention to increase social participation, physical fitness, and health awareness among healthy older adults by means of tablet-based app use: study protocol of the SMART-AGE randomized controlled trial (opens in new tab)
- The Feasibility of Smartwatch Micro–Ecological Momentary Assessment for Tracking Eating Patterns of Malaysian Children and Adolescents in the South-East Asian Community Observatory Child Health Update 2020: Cross-Sectional Study (opens in new tab)
2025
- Adolescent Engagement With a Multicomponent mHealth Tool: Identifying Usage Patterns, Determinants, and Health Behavior Change in an Intervention Trial (opens in new tab)
- Association between device-based measured physical activity timing and depression risk: a prospective cohort study of UK Biobank participants (opens in new tab)
- DARE to wear: digital health promotion and disease prevention using wearable devices (opens in new tab)
- Hoosier Sport Re-Social: a protocol for developing a biopsychosocial body satisfaction intervention in rural Indiana (opens in new tab)
- MoveMentor—examining the effectiveness of a machine learning and app-based digital assistant to increase physical activity in adults: protocol for a randomised controlled trial (opens in new tab)
2024
- A mobile healthy lifestyle intervention to promote mental health in adolescence: a mixed-methods evaluation (opens in new tab)
- Addressing Data Quality Challenges in Observational Ambulatory Studies: Analysis, Methodologies and Practical Solutions for Wrist-worn Wearable Monitoring (opens in new tab)
- Mitigating data quality challenges in ambulatory wrist-worn wearable monitoring through analytical and practical approaches (opens in new tab)
- Study protocol for the Screen-Free Time with Friends Feasibility Trial (opens in new tab)
2023
2022
- Collective Action for Wellness in the Malaysian Workplace: Protocol for a Feasibility Study (opens in new tab)
- Device-based physical activity and late-life depressive symptoms: An analysis of influential factors using share data (opens in new tab)
- Feasibility of Measuring Screen Time, Activity, and Context Among Families With Preschoolers: Intensive Longitudinal Pilot Study (opens in new tab)
- Nonusage Attrition of Adolescents in an mHealth Promotion Intervention and the Role of Socioeconomic Status: Secondary Analysis of a 2-Arm Cluster-Controlled Trial (opens in new tab)
- Personalised app-based relapse prevention of depressive and anxiety disorders in remitted adolescents and young adults: a protocol of the StayFine RCT (opens in new tab)
- Theory-based habit modeling for enhancing behavior prediction in behavior change support systems (opens in new tab)
2021
2020
- Short-term efficacy of reducing screen media use on physical activity, sleep, and physiological stress in families with children aged 4–14: study protocol for the SCREENS randomized controlled trial (opens in new tab)
- Twitter-Based Social Support Added to Fitbit Self-Monitoring for Decreasing Sedentary Behavior: Protocol for a Randomized Controlled Pilot Trial With Female Patients From a Women’s Heart Clinic (opens in new tab)
2017
- Implementing 360° Quantified Self for childhood obesity: feasibility study and experiences from a weight loss camp in Qatar (opens in new tab)
- Long-term effect of smartphone-delivered Interval Walking Training on physical activity in patients with type 2 diabetes: protocol for a parallel group single-blinded randomised controlled trial (opens in new tab)