Personalized Recommendation System for Sport Activities

NCT ID: NCT06200350

Last Updated: 2025-12-10

Study Results

Results pending

The study team has not published outcome measurements, participant flow, or safety data for this trial yet. Check back later for updates.

Basic Information

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Recruitment Status

COMPLETED

Clinical Phase

NA

Total Enrollment

47 participants

Study Classification

INTERVENTIONAL

Study Start Date

2024-04-15

Study Completion Date

2025-07-15

Brief Summary

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The goal of this clinical trial is to test and compare the effects of a tailored algorithm recommendation of sport activities concreted in challenges to improve some critical performance dimensions.

Q1: Improving participant performance is achieved by using personalized sports activity recommendation using an algorithm and tracking compliance using a decentralized application (dApp)? Q2: Are participants satisfied with the performance and simplicity of the dApp used?

Participants will be asked to do specific activities recommended by the developed recommender system. The activities to be carried out will be conditioned by the profile obtained from each participant at the beginning of the intervention. They will consist of reinforcement activities for the dimensions with the lowest scores.

Researchers will compare a experimental group and a control group to see if the dimensions assessed at the beginning of the intervention were improved.

Detailed Description

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Conditions

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Health Behavior

Study Design

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Allocation Method

RANDOMIZED

Intervention Model

PARALLEL

Control group will continue with the conventional training. Experimental group will carry out a tailored training based on the profile of each participant.
Primary Study Purpose

OTHER

Blinding Strategy

SINGLE

Outcome Assessors
As this study needs a intervention different from the conventional, the blinding of the participants is imposible.

Study Groups

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Experimental group

This group will carry out the tailored training proposed by de recommender system, and followed and encouraged by the blockchain dApp.

Group Type EXPERIMENTAL

Experimental group

Intervention Type OTHER

Tailored training based on the profile of each participant.

Control group

This group will continue with the traditional training planned.

Group Type ACTIVE_COMPARATOR

Control group

Intervention Type OTHER

They will continue with the traditional training.

Interventions

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Experimental group

Tailored training based on the profile of each participant.

Intervention Type OTHER

Control group

They will continue with the traditional training.

Intervention Type OTHER

Eligibility Criteria

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Inclusion Criteria

* Amateur football players.
* Aged between 14 and 18 years old.
* Without any injury.
* The ones who can attend the assessing sessions and fill in the informed consent form.

Exclusion Criteria

* Aged different from the indicated above.
* Injured.
* Missing one of the assessing sessions.
* Not performing the proposed training twice, or not registering two or more training sessions.
Minimum Eligible Age

14 Years

Maximum Eligible Age

18 Years

Eligible Sex

ALL

Accepts Healthy Volunteers

Yes

Sponsors

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University of Vigo

OTHER

Sponsor Role lead

Responsible Party

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Juan López Barreiro

Principal Investigator

Responsibility Role PRINCIPAL_INVESTIGATOR

Locations

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University of Vigo

Pontevedra, Pontevedra, Spain

Site Status

Countries

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Spain

Other Identifiers

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ED481A-2021/350

Identifier Type: OTHER_GRANT

Identifier Source: secondary_id

09-181223

Identifier Type: -

Identifier Source: org_study_id

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