Related Experiment Video
Updated: Jun 12, 2026

A Novel Digital Platform for a Monitored Home-based Cardiac Rehabilitation Program
Published on: April 19, 2019
Rationale, Design, and Baseline Characteristics of Participants in the Health@NUS mHealth Augmented Cohort Study
Xin Hui Chua1, Sarah Martine Edney1, Andre Matthias Müller1
1Saw Swee Hock School of Public Health, National University of Singapore and National University Health System, Singapore, Singapore.
This study uses mobile health data to track young adults' health behaviors during their transition from student to work life. Findings will reveal how lifestyle changes impact well-being in this critical period.
Area of Science:
- Digital health
- Longitudinal cohort studies
- Young adult health
Background:
- Mobile health data collection offers deeper insights into health and lifestyle patterns compared to traditional methods.
- Understanding the student-to-work life transition is crucial as adaptation challenges impact young adults' mental well-being.
Purpose of the Study:
- To provide an overview of the Health@NUS study methodology.
- To examine health behaviors, physical health, and well-being trajectories during the student-to-work transition.
- To identify diverse determinants influencing young adults' health during this life stage.
Main Methods:
- Recruited university students in Singapore (August 2020 - June 2022).
- Collected biometric and questionnaire data at baseline, 12, and 24 months.
- Utilized Fitbit smartwatches and a smartphone app for continuous data on physical activity, sleep, and diet, supplemented by ecological momentary surveys.
Main Results:
- Enrolled 776 participants (56.8% female, 92% Chinese, 97.8% undergraduate).
- Mean age 22.7 years, mean BMI 21.9 kg/m²; 26.1% overweight, 5.4% obese.
- 37.7% reported poor mental well-being (WHO-5 ≤50), 14.1% at high risk for psychological distress (Kessler ≥13).
Conclusions:
- The Health@NUS study provides detailed insights into health behaviors, health, and well-being.
- Identifies determinants and trajectories during the critical student-to-work life transition for young adults.
Related Concept Videos
Longitudinal Research
Models of Health Promotion and Illness Prevention I
The health belief model (HBM) attempts to predict health-related behavior in specific belief patterns. According to the HBM, a person's...
Models of Health Promotion and Illness Prevention II
The agent-host-environment model states that disease results from...
Bioavailability Study Design: Healthy Subjects Versus Patients
Study Designs in Epidemiology
Observational studies are those where the researcher does not intervene but rather observes natural variations. They include cross-sectional, cohort, and case-control studies.
Longitudinal Studies

