Health Interventions -- ICHPS 2027

Learning Treatment Effects during Resource Allocation via Priority-Queue Randomization

JungHo Lee (Carnegie Mellon University)

Co-authors: Johnna Sundberg (Machine Learning Department and Heinz College, Carnegie Mellon University), Pim Welle (Allegheny County Department of Human Services), Bryan Wilder (Machine Learning Department, Carnegie Mellon University)

Causal inference experimental design scarce resource allocation policy evaluation

Heterogeneity and Robustness of Continuous Treatment Effects via Structural Nested Mean Models Under Parallel Trends: Application to Minimum Wage Policies

Meghana Shamsunder

Co-authors: Mustafa Hussein (CUNY Graduate School of Public Health and Health Policy), Zachary Shahn (CUNY Graduate School of Public Health and Health Policy)

Difference-in-differences parallel trends structural nested mean models g-estimation minimum wage poverty food insecurity unemployment

Causal Inference for Intervention Spillover in a Stepped Wedge Cluster-randomized Trial Augmented by a Physician Network

James O'Malley (Dartmouth University, Geisel School of Medicine)

Co-authors: Amber E Barnato (Dartmouth College, Geisel School of Medicine), Carly A Bobak (Dartmouth College)

Stepped wedge cluster-randomized trial Physician social networks Spillover effects Contamination Sustainment Reinforcement Advance Care Planning

Who Should Prioritize What? Tailored Implementation of Multi-Component Interventions

Meghan Gerety (University of Pennsylvania)

Co-authors: Alene Kennedy-Hendricks (Johns Hopkins University, Bloomberg School of Public Health), Emma E. McGinty (Weill Cornell Medical College), Nicholas J. Seewald (University of Pennsylvania Perelman School of Medicine), Elizabeth Stuart (Johns Hopkins University, Bloomberg School of Public Health)

multi-component interventions causal inference machine learning chronic care model policy implementation

Doubly-Robust Estimation of Exposure-Response Curves and Modified Exposure Policies: Occupational Heat and Kidney Function in Guatemala

Kevin Josey (Colorado School of Public Health)

causal inference efficient-influence-function estimation exposure-response curves continuous exposures modifiable treatment policies environmental and occupational epidemiology

Comparison of Instrumental Variables in Examining Vertical Integration in Primary Care

Caroline Joyce

Co-authors: Emily Boudreau (Humana Healthcare Research), Brian Choi (Humana Healthcare Research), Katherine Jefferson (Humana Healthcare Research), Jonathan Kuhn (Humana Healthcare Research), Amanda Sutherland (Humana Healthcare Research), Kaylyn Swankoski (Humana Healthcare Research)

vertical integration payer-provider integration primary care causal inference instrumental variable analysis

Health Interventions

6 Abstracts