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NCT Number: NCT07475221

Expert Validation of an Autonomous Personalized Physical Activity Algorithm

This study aims to validate a personalized physical activity algorithm for risk screening and individualized exercise prescription using a modified online Delphi process. International experts in physical activity and exercise will evaluate the algorithm's components over two rounds of questionnaires, with consensus defined as ≥70% agreement. If needed, a focus group will resolve any remaining disagreements. Validation of this algorithm may support safer, more effective autonomous exercise, promoting adherence, improved health outcomes, and population-level benefits.

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Key information

Age range

18 year and older

Sex eligibility

All sexes

Study type

Observational

Primary location

School of Health - Polytechnic Institute of Porto

Porto, 4200-072, Portugal

Location status: Recruiting

Location contact

Andreia SP Sousa

CONTACT

[email protected]

+351 222 061 000

About this study

Study Phases - eDelphi Validation of the APPA Algorithm

Phase 1 - Round 1 (Initial Online Questionnaire):

The first phase consists of an online survey in which international experts in physical activity and exercise will evaluate the components of the personalized physical activity algorithm for health risk screening and individualized exercise prescription. Experts will assess the relevance, clarity, and clinical appropriateness of each item. Feedback from this round will identify items requiring modification or clarification.

Phase 2 - Round 2 (Re-evaluation):

The second phase consists of a consecutive online survey round, in which experts will re-evaluate the revised algorithm components based on feedback from Round 1. Experts will have the opportunity to adjust their ratings. This phase aims to move items closer to consensus (≥70% agreement).

Phase 3 - Optional Focus Group (if needed):

If consensus is not reached on specific items after Round 2, an online focus group will be conducted to discuss and resolve remaining disagreements. This discussion will help refine the algorithm and ensure agreement on all components.

Who can participate

Healthy volunteers accepted: No

Only the study team can determine whether someone qualifies for participation.

Inclusion criteria

  • Experts in Physical Activity and Exercise with recognized scientific or professional experience and a relevant doctoral degree.
  • Availability to complete two rounds of the online modified Delphi questionnaire.
  • Willingness to participate in an online focus group if consensus is not reached.
  • Ability and willingness to provide informed consent.

Exclusion criteria

  • Individuals unable to provide informed consent.
  • Individuals without access to a computer, smartphone, tablet, or other internet-enabled device necessary to complete the online survey.

Treatment and study plan

Primary outcomes

  1. Expert consensus on algorithm components

    Time frame: Up to 2 months

    Consensus defined as ≥70% agreement among experts using a 9-point Likert scale in a two-round modified Delphi process evaluating the relevance and clarity of algorithm items.

Study contacts

Contact information is provided by the study sponsor or research team.

Maria P Gomes, Masters student

CONTACT

[email protected]

+351 222 061 000

Sponsors and collaborators

Lead sponsor

Polytechnic Institute of Porto

Other

Collaborators

  • Center for Rehabilitation Research - Polytechnic Institute of Porto (IPP)

Registry information

Official study title

Validation of a Personalized Physical Activity Algorithm Via Modified e-Delphi (InnovaMotion Project)

Acronym: APPA e-Delphi

Important dates

Study start
2026
Primary completion
2026
Study completion
2026
First posted
Mar 16, 2026
Registry last updated
Mar 17, 2026

OpenTrials presents study information sourced from ClinicalTrials.gov. The official registry record should be consulted for the latest information.

View the official ClinicalTrials.gov record (opens in a new tab)

This listing is for discovery and informational purposes only. It is not medical advice, does not guarantee that a study is recruiting, and does not determine eligibility. Contact the study team and a qualified healthcare professional when considering participation.

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