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Activity Details

247 Wed, 8/11/2021, 10:00 AM - 11:50 AM Virtual
Causal Inference and Statistical Learning of Intervention and Policy Effects — Contributed Speed
Health Policy Statistics Section
Chair(s): Yifan Cui, National University of Singapore
10:05 AM A Bayesian Nonparametric Approach for Causal Inference with Missing Covariates
Huaiyu Zang, Cincinnati Children's Hospital Medical Center; Hang Kim, University of Cincinnati; Bin Huang, Cincinnati Children's Hospital Medical Center
10:10 AM Assignment-Control Plots: A Visualization Tool for Observational Studies
Michael Baiocchi, Stanford University; Rachael Caelie Aikens, Stanford University
10:15 AM How Did the Timothy’s Law Impact Hospitalization Among Mental Patients in New York State? A Causal Approach to a Mental Disparity Policy
Mingfei Li, Bentley University; Victor S.Y. Lo, Fidelity Investments; Piaomu Liu, Bentley University; Eric Smith, Center for Healthcare Organization and Implementation Research, VA Bedford Hospital
10:20 AM Evaluating Effects of ECHO Training of Care Providers for Opioid Use Disorder: A Framework of Observational Studies Utilizing Medical Claims Data and Interrupted Time Series Models
Jessica Reno, University of New Mexico; Yiliang Zhu, University of New Mexico; Laura Tomedi, University of New Mexico; Julio Facelli, University of Utah; Miriam Komaromy, Boston Medical Center; Alica Ventura, Boston Medical Center; Julie Donohue, University of Pittsburgh; Marisa Domino, University of North Carolina
10:25 AM Causal Framework for Individualized Treatment Evaluation Using Multivariate Generalized Mixed Effect Models with Longitudinal Data
Yizhen Xu, Johns Hopkins University; Akihiko Nishimura, Johns Hopkins Bloomberg School of Public Health; Jisoo Kim, Johns Hopkins University; Brian Garibaldi, Johns Hopkins University; Ami Shah, Johns Hopkins University; Scott Zeger, Johns Hopkins University
10:30 AM Statistical Methods for Testing the Impact of State-Level Marijuana Laws on Substance Use Using Published Prevalence Estimates
Christine Mauro, Columbia University; Amy Pitts, Columbia University
10:35 AM Identifying Optimally Cost-Effective and Interpretable Dynamic Treatment Regimes
Nicholas Illenberger, University of Pennsylvania; Nandita Mitra, University of Pennsylvania; Andrew Justin Spieker, Vanderbilt University Medical Center
10:40 AM Estimating the Impact of an Unsanctioned Safe Consumption Site in the United States: An Application of the Covariate Balancing Propensity Score
Erica Nicole Browne, RTI International; Barrot H Lambdin, RTI International; Peter J. Davidson, University of California San Diego, Department of Medicine; Lynn H Wenger, RTI International; Alex H Kral, RTI International
10:45 AM Causal effects estimation of multiple treatments using observational data
Yingying Lu, University of Arizona; Lingling An, University of Arizona
10:50 AM A Propensity-Matched Study of Obesity and Diabetes Risk: A COVID-19 Perspective
Claire Nurse, SUNY Downstate School of Public Health; Janet Rosenbaum, SUNY Downstate School of Public Health
11:00 AM Bayesian Multivariate Network Meta-Analysis Model for the Difference in Restricted Mean Survival Times
Xiaoyu Tang, Department of Biostatistics, Boston Uiversity School of Public Health; Ludovic Trinquart, Department of Biostatistics, Boston University School of Public Health
11:05 AM Bridging Randomized Controlled Trials and Single-Arm Trials Using Commensurate Priors in Arm-Based Network Meta-Analysis
Zhenxun Wang, University of Minnesota Twin Cities; Lifeng Lin, Florida State University; Thomas Murray, Division of Biostatistics, University of Minnesota; James Hodges, University of Minnesota Twin Cities; Haitao Chu, University of Minnesota Twin Cities
11:10 AM Network Meta-Analysis of Time-to-Event Data with Cox Regression Using Individual Patient-Level Data
Kaiyuan Hua, Duke University, Department of Biostatistics and Bioinformatics; Daniel Wojdyla, Duke Clinical Research Institute; Anthony Carnicelli, Duke Clinical Research Institute; Christopher Bull Granger, Duke Clinical Research Institute; Hwanhee Hong, Duke University, Department of Biostatistics and Bioinformatics
11:15 AM A Weighted Method for Extending Inferences from a Collection of Randomized Controlled Trials
Nicole Schnitzler, Ohio State University ; Eloise Kaizar, Ohio State University
11:20 AM Adjusting for Stratification Variables in Cluster-Randomized Trials
Patrick Gravelle, Brown University; Roee Gutman, Brown University
11:25 AM Identification and Estimation of Causal Effects by Cross-Temporal Design
Yi Cao, Brown University; Roee Gutman, Brown University
11:30 AM Enhancing Patient-Level Clinical Trial Data with Medical Expenditure Panel Survey Data: Quick Start Guide to the Enhanced Data Sets
Jennifer Unangst, RTI International; Steven B. Cohen, RTI; Feng Yu, RTI International
11:35 AM The Impact of Continuity Corrections on Rare-Event Meta-Analysis
Brinley Zabriskie, Brigham Young University; Nolan Cole, Brigham Young University; Jake Baldauf, Brigham Young University
11:40 AM Signal or Noise: Recanting in HIV Prevention Trials
Janet Rosenbaum, SUNY Downstate School of Public Health