Causal Decomposition Analysis to Identify Points of Intervention to Reduce Mental Health Disparities
JHU ALACRITY Center
Causal Decomposition Analysis to Identify Points of Intervention to Reduce Mental Health Disparities
1:25:41
From Cohorts to Outcomes: The Art of EHR Study Design
JHU ALACRITY Center
From Cohorts to Outcomes: The Art of EHR Study Design
1:23:14
Improving Precision in Estimating Marginal Treatment Effects in Randomized Trials
JHU ALACRITY Center
Improving Precision in Estimating Marginal Treatment Effects in Randomized Trials
1:16:00
Target Trial Emulation for Evaluating Mental Health Policy
JHU ALACRITY Center
Target Trial Emulation for Evaluating Mental Health Policy
1:13:07
Section D: Conclusions
JHU ALACRITY Center
Section D: Conclusions
4:44
Section C: How Could We Estimate the PATE If We Wanted To?
JHU ALACRITY Center
Section C: How Could We Estimate the PATE If We Wanted To?
18:12
Section B: How Much Do We Need to Worry about External Validity?
JHU ALACRITY Center
Section B: How Much Do We Need to Worry about External Validity?
8:23
Section A: Introduction, Context, and Framework
JHU ALACRITY Center
Section A: Introduction, Context, and Framework
14:25
Section C: Design and Analysis Considerations for SMARTs
JHU ALACRITY Center
Section C: Design and Analysis Considerations for SMARTs
20:04
Section B: Sequential, Multiple-Assignment Randomized Trials (SMARTs)
JHU ALACRITY Center
Section B: Sequential, Multiple-Assignment Randomized Trials (SMARTs)
12:37
Section A: Adaptive Interventions
JHU ALACRITY Center
Section A: Adaptive Interventions
15:32
Section C: Mental Health Parity and Addiction Equity Act (MHPAEA) Example
JHU ALACRITY Center
Section C: Mental Health Parity and Addiction Equity Act (MHPAEA) Example
5:45
Section B: Difference-in-Differences
JHU ALACRITY Center
Section B: Difference-in-Differences
8:21
Section A: Introduction
JHU ALACRITY Center
Section A: Introduction
2:13
Section B: Motivating Example: Maryland Medicaid Health Homes
JHU ALACRITY Center
Section B: Motivating Example: Maryland Medicaid Health Homes
7:13
Section C: Marginal Structural Models
JHU ALACRITY Center
Section C: Marginal Structural Models
23:45
Section A: Systems Science and Agent-Based Modeling
JHU ALACRITY Center
Section A: Systems Science and Agent-Based Modeling
2:34
Section B: Illustrative Examples
JHU ALACRITY Center
Section B: Illustrative Examples
13:26
Section C: A Simple Agent-Based Model for Exploring Implementation Processes
JHU ALACRITY Center
Section C: A Simple Agent-Based Model for Exploring Implementation Processes
17:13
Section D: Impacts of Measurement Uncertainty
JHU ALACRITY Center
Section D: Impacts of Measurement Uncertainty
8:46
Section A: Motivation and High-Level Introduction to Mixed Methods
JHU ALACRITY Center
Section A: Motivation and High-Level Introduction to Mixed Methods
9:40
Section E: Impacts of Networks
JHU ALACRITY Center
Section E: Impacts of Networks
9:03
Section B: Applied Example, Qualitative and Survey Component
JHU ALACRITY Center
Section B: Applied Example, Qualitative and Survey Component
20:25
Section C: Applied Example, Nonexperimental Policy Evaluation Component
JHU ALACRITY Center
Section C: Applied Example, Nonexperimental Policy Evaluation Component
10:33
Section B: Setting Up a Propensity Score Analysis
JHU ALACRITY Center
Section B: Setting Up a Propensity Score Analysis
18:36
Section A: The Johns Hopkins ALACRITY Center for Health and Longevity in Mental Illness
JHU ALACRITY Center
Section A: The Johns Hopkins ALACRITY Center for Health and Longevity in Mental Illness
2:42
Section C: Using Propensity Scores
JHU ALACRITY Center
Section C: Using Propensity Scores
15:50
Section A: Introduction
JHU ALACRITY Center
Section A: Introduction
6:13