Improving how we measure emotions and social behavior in youth with mental health issues
Optimized Affective Computing Measures of Social Processes and Negative Valence in Youth Psychopathology
This study is looking to improve how we understand and measure the feelings and social behaviors of kids and teens, especially those with autism, anxiety, or depression, by using cool technology to analyze their facial expressions and emotions.
Quick facts
| Grant type | R01 grant |
|---|---|
| Study type | NIH-funded research |
| Funding institution | Children's Hosp of Philadelphia NIH-funded |
| Lab location | 1 site (Philadelphia, United States) |
| Project ID | NIH-11021079 on NIH RePORTER |
What this research studies
This research aims to enhance the measurement of social and emotional behaviors in children and adolescents, particularly those with psychiatric conditions like autism and anxiety. By using advanced techniques such as facial expression analysis and sentiment analysis, the study seeks to create more accurate and objective tools for assessing emotional and social functioning. The research will involve collecting data from 750 adolescents aged 12-17, including those with autism spectrum disorder, anxiety, or depression, to better understand their emotional responses and social interactions.
Who could benefit from this research
Good fit: Ideal candidates for this research include adolescents aged 12-17 who have autism spectrum disorder, anxiety disorders, depressive disorders, or are typically developing.
Not a fit: Patients outside the age range of 12-17 or those without any psychiatric or developmental conditions may not benefit from this research.
Why it matters
Potential benefit: If successful, this research could lead to more effective assessments and interventions for youth with mental health conditions, improving their overall development and quality of life.
How similar studies have performed: Previous research has shown success in using similar biobehavioral markers for predicting autism, indicating a promising approach for this study.
Where this research is happening
Philadelphia, United States
- Children's Hosp of Philadelphia — Philadelphia, United States (Active)
Researchers
- Principal investigator: Herrington, John David — Children's Hosp of Philadelphia
- Study coordinator: Herrington, John David
About this research
- This is an active NIH-funded research project — typically early-stage science, not a clinical trial accepting patient enrollment.
- Some NIH-funded labs run parallel clinical studies or seek volunteers for related work. To check, contact the principal investigator or institution listed above.
- For full project details, budget, and progress reports, visit the official NIH RePORTER page below.