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Can Methods From Computational Psychology be Used to Phenotype Individuals Most Likely to be Non-adherent to Fitness Goals?

Can Methods From Computational Psychology be Used to Phenotype Individuals Most Likely to be Non-adherent to Fitness Goals?

Status
UNKNOWN
Phases
Unknown
Study type
Observational
Source
ClinicalTrials.gov
Registry ID
NCT04783298
Enrollment
200
Registered
2021-03-05
Start date
2021-01-01
Completion date
2021-12-31
Last updated
2021-03-05

For informational purposes only — not medical advice. Sourced from public registries and may not reflect the latest updates. Terms

Conditions

Lifestyle, Sedentary

Brief summary

This is a longitudinal study combining objective sensor data, with decision-making games and contextual personality traits to identify patterns in exercise decay. The data generated will be used to build computational models to predict digital personas, and help identify those individuals most likely to abandon exercise goals.

Detailed description

Interested individuals to be recruited on social media and invited to download the study app. The plain language statement and informed consent are embedded in the app. Once e-consent is obtained, individuals will share their Fitbit data and complete the following questionnaires; Type D Personality, Goal Setting, and Self-Efficacy questionnaire and a decision-making game based on the IGT. After a 6 month time period, they will be requested to retake the questionnaires and decision-making game.

Interventions

OTHERApp

An application to deliver a series of behavioral questionnaires and decision-making game

Sponsors

Dublin City University
Lead SponsorOTHER

Study design

Observational model
OTHER
Time perspective
PROSPECTIVE

Eligibility

Sex/Gender
ALL
Age
18 Years to No maximum
Healthy volunteers
Yes

Inclusion criteria

* Healthy individuals who have a Fitbit

Exclusion criteria

* Individuals under the age of 18 years of age.

Design outcomes

Primary

MeasureTime frameDescription
Change in physical activity measured by an increase in weekly steps measured by Fitbit.Week 1 and 6 monthsFitbit is a physical activity tracker worn on the wrist and objectively measures steps taken.

Countries

Ireland

Contacts

Primary ContactMarie Mc Carthy, MSc
marie.mccarthy65@mail.dcu.ie+353877645817
Backup ContactTomas Ward, PhD
Tomas.ward@dcu.ie+35317006076

Outcome results

None listed

Source: ClinicalTrials.gov · Data processed: Feb 14, 2026