Personalized Recommendation System for Sport Activities

University of Vigo

Status: Completed

Conditions: Health Behavior

Treatments: Other: Experimental group; Other: Control group

Study type: Interventional

Funder types: Other

Identifiers

NCT06200350

ED481A-2021/350 (Other Grant/Funding Number)

09-181223

Details and patient eligibility

About

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.

Enrollment: 47 patients

Sex: All

Ages: 14 to 18 years old

Volunteers: Accepts Healthy Volunteers

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.

Trial design

Primary purpose: Other

Allocation: Randomized

Interventional model: Parallel Assignment

Masking: Single Blind

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47 participants in 2 patient groups

Experimental group

Experimental group

Description:

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

Treatment:

Other: Experimental group

Control group

Active Comparator group

Description:

This group will continue with the traditional training planned.

Treatment:

Other: Control group