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Unveiling the Digital Phenotype of PA Behavior

NCT06094374 · Status: NOT_YET_RECRUITING · Type: OBSERVATIONAL · Enrollment: 200

Last updated 2023-10-23

No results posted yet for this study

Summary

Observational data from healthy adults aged 65+ will be collected through cross-sectional and longitudinal methods to analyze physical activity patterns, identifying digital phenotypes. Measurements include self-reports, clinical assessments, and EMA, with statistical analysis using multivariate regression and time series analysis, and a neural network if needed to find digital phenotypes related to physical activity in older adults.

Conditions

  • Physical Activity - Digital Phenotyping - Activity Tracking

Interventions

BEHAVIORAL

observation of physical activity behavior

An observational study will be conducted to gather data on multiple levels aiming to identify diverse digital phenotypes related to PA behavior among community-dwelling older adults. A hybrid approach will be employed, combining both cross-sectional and longitudinal data collection methods. The overall aim is to employ data analysis to identify patterns of PA - behavior (referred to as phenotypes) and to pinpoint prognostic factors that affect PA outcomes. This integrated strategy will be complemented by four distinct measurement approaches, ensuring a comprehensive assessment of the research objectives. These measurement approaches include:self-reporting, clinical, ecological momentary and time series assessment.

Sponsors & Collaborators

  • Hasselt University

    collaborator OTHER

  • PXL University College

    lead OTHER

Principal Investigators

  • Kim Daniels, MS · PXL University College of Applied Sciences and Arts

Eligibility

Min Age
65 Years
Sex
ALL
Healthy Volunteers
No

Timeline & Regulatory

Start
2024-01-15
Primary Completion
2024-01-30
Completion
2025-01-15

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Read the full study record

This page highlights key information. For complete eligibility criteria, study locations, investigator contacts, and the full protocol, visit the original record on ClinicalTrials.gov.

View NCT06094374 on ClinicalTrials.gov