Clinical Research Directory

The Effects of Group Music Therapy on the Emotional Health of Residents in Long-Term Care Facilities: A Pilot Study

The goal of this pilot study is to learn whether group music therapy improves the emotional health of residents living in long-term care facilities. It will also examine the feasibility of integrating an artificial intelligence (AI)-based emotion recognition model into routine psychosocial interventions. The main questions it aims to answer are: Does group music therapy improve positive affect and reduce negative affect, depression, and loneliness among long-term care residents? Are AI-based facial emotion recognition results consistent with residents' self-reported emotional assessments? Researchers will use a one-group pretest-posttest quasi-experimental design to evaluate changes before and after a 6-week group music therapy program. The study will also compare subjective questionnaire results with objective facial emotion recognition outputs generated by the PaLI Gemma 2 multimodal model. Participants will: Attend one 60-minute group music therapy session per week for 6 weeks Complete emotional health questionnaires before the first session and after the sixth session Be recorded during sessions using a non-invasive camera system for facial emotion analysis Have their questionnaire results compared with AI-based emotion recognition outputs to evaluate consistency and feasibility This pilot study will provide preliminary evidence regarding both the psychological benefits of group music therapy and the feasibility of applying AI-supported multimodal emotion assessment in long-term care settings.

START NOW Adapted: Culturally Adapted Version of START NOW

The goal of this clinical trial is to test the effectiveness of the culturally adapted skills-training START NOW in youth migrant populations. The main question it aims to answer is: Is the culturally adapted skills training START NOW more effective than treatment as usual (TAU) in reducing mental health problems in migrants? Participants will be randomly assigned to the intervention group receiving the skills training START NOW Adapted or the control group receiving TAU. Researchers will compare both groups to see if START NOW Adapted is more effective than TAU in reducing mental health problems in migrants.