University Provost's Seed Grant Recipients
Congratulations 2017 University Provost Seed Grant Recipients!
Biological and Behavioral Markers of Treatment Response for Adolescent Depression
Principal Investigator: Eleanor McGlinchey, Ph.D. School of Psychology, University College
Abstract: The goal of this research is to begin to delineate behavioral (sleep) and biological (inflammation) markers affecting treatment efficacy for adolescent depression. This is also the first study to examine whether an evidence-based psychotherapy for adolescent sleep disturbance is an effective and efficient treatment for adolescent depression. This research is aligned with the National Institute of Mental Health (NIMH) Experimental Therapeutics strategy and Research Diagnostic Criteria (RDoC), examining the Arousal and Regulatory Systems (A&RS) domain. A multi-method approach will be used to investigate whether sleep (circadian rhythm stability, sleep continuity, quality) is linked to markers of systemic inflammation (e.g., elevated cortisol and low melatonin [6-SM]), and whether inflammation predicts treatment response.
FORESIGHT: A Multiscale Evidence-Based Approach to Predict Student Performance and Improve Retention in STEM Programs
Principal Investigator: Alevoor (Ravi) Rao, Ph.D., School of Computer Sciences and Engineering, University College
Abstract: A problem of national significance is the proper recruitment, training, and retention of STEM students. We propose an approach that integrates fine-grained data collected from student coursework throughout their studies at a university. Predictive models will be built using machine-learning algorithms and real-time metrics of student performance in courses as well as job placements and career paths followed. A novelty of this approach is to provide continuous personalized feedback to students so they stay engaged with their own growth and development. The visualization of future success is a key component, hence the name FORESIGHT.