PainTrain-AI Implementation Trial in Primary Care (Competency Gaps and Gender Bias)

Trial statusNot yet recruiting
Trial phaseNot applicable
Trial typeInterventional
Biological sexAll
Age18+
SponsorFrancesc Valenzuela Pascual

About this trial

Cluster trial to assess the effect of a digital clinical simulation (PainTrain AI) on clinical adequacy (0-100 rubric) across T0-T1-T2 in Primary Care. Secondary endpoints: SUS, adherence, low value practice indicators, and latency/friction. The intervention is educational/behavioral; the platform is non diagnostic and RAG fenced to validated content. Analysis per protocol: DiD and LMM/GLMM.

Eligibility criteria

Qualifiers

Health professionals (medicine, nursing, physiotherapy, psychology, nutrition) working at participating Primary Care centers.

Active clinical practice during the study period.

Ability to access and use the digital platform (PainTrain-AI) and complete online assessments (T0, T1, T2).

Provides informed consent.

Disqualifiers

Prior exposure to the PainTrain-AI platform within the previous 12 months (risk of contamination).

Planned absence or temporary leave during the evaluation windows (T0, T1, T2).

Inability to use the digital platform for technical reasons not solvable by support.

Declines participation.

Trial design

Treatments tested in this trial

  • PainTrain-AI Educational Training
  • Usual Training / Standard Practice

Treatment groups

185 Participants
are divided into 2 treatment groups

Sponsors and collaborators

Francesc Valenzuela Pascual

Lead sponsor

Universitat de Lleida

Sponsor institution