Combining Data Sources to Identify Effect Moderation for Personalized Mental Health
NCT05267873 · Status: COMPLETED · Type: OBSERVATIONAL · Enrollment: 9586
Last updated 2026-04-13
Summary
This work will extend and apply methods for modeling heterogeneous treatment effects when multiple studies are available, with a particular focus on the complexities in mental health research. The methods will be illustrated in examples estimating the effects of medical treatments for major depressive disorder (duloxetine and vortioxetine) using 4 randomized controlled trials (available in the Vivli trials resource) and non-experimental data from the Duke University Health System electronic health record and the Johns Hopkins Health System electronic health record systems.
Conditions
- Depressive Disorder, Major
Interventions
- DRUG
-
Duloxetine, Vortioxetine
Medications for major depressive disorder
Sponsors & Collaborators
- collaborator OTHER
-
Patient-Centered Outcomes Research Institute
collaborator OTHER -
National Institute of Mental Health (NIMH)
collaborator NIH -
Johns Hopkins Bloomberg School of Public Health
lead OTHER
Principal Investigators
-
Elizabeth Stuart, PhD · Johns Hopkins Bloomberg School of Public Health
-
Hwanhee Hong, PhD · Department of Biostatistics & Bioinformatics, Duke University
Eligibility
- Min Age
- 18 Years
- Max Age
- 65 Years
- Sex
- ALL
- Healthy Volunteers
- No
Timeline & Regulatory
- Start
- 2015-01-01
- Primary Completion
- 2021-12-31
- Completion
- 2024-12-01
- FDA Drug
- Yes
Countries
- United States
Study Locations
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