Scoping review
Criterion validity and transparency of wrist-accelerometer methods
Scoping review and meta-regression of accelerometer-based methods for 24-hour movement behaviour assessment. Manuscript under submission.
Work
Selected research projects.
A curated overview of the main research and development strands across measurement science, digital health, evidence synthesis, and data interoperability.
Evidence synthesis
SCOPE-MOVE
Web app for exploring studies training or testing wrist-accelerometer prediction models for sleep, sedentary behaviour, and physical activity.
Measurement science
Accelerometer metrology
Static and dynamic assessment of research-grade wearable accelerometers, including drift, calibration, repeatability, and signal behaviour. Manuscript being prepared for submission.
Semantic interoperability
COEL v2.0
Ontology-informed representation of behavioural events and bout-level outputs using FAIR and semantic web principles.
Reporting quality
TRAC-MOVE
Transparent reporting guidance for accelerometer-based prediction models in 24-hour movement behaviour analysis.
Digital health analytics
CGM and wearable behavioural analytics
Feature extraction and modelling using continuous glucose monitoring, heart rate, steps, sleep, and physical activity data.
Signal processing
Signal harmonisation and feature equivalence
Research on whether calibration and harmonisation pipelines improve feature equivalence across wrist-worn accelerometers.