Measuring recovery-oriented rehabilitation language in clinical documentation to enhance recovery-oriented practice.

Veronica De MonteAngus VeitchFrances DarkCarla MeurkMarianne WyderMaddison WheelerKylie CarneyStephen ParkerMeshary Khaled N Alotiby Dan J Siskind

Published in: BJPsych open (2023)

This computer-driven textual analysis method identified improvements in recovery-oriented rehabilitation language following training. Our study suggests that brief interventions can affect the language of clinical documentation, and that automated text-analysis may represent a promising approach for rapidly assessing recovery-oriented rehabilitation language in mental health services.

Keyphrases

autism spectrum disorder
deep learning
primary care
healthcare
machine learning
high throughput
advance care planning
smoking cessation