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Wed, Oct 9

Assorted Methods Track: Interpreting Change and Responder Analysis for Patient-reported Outcomes (WK 7) Wed, Oct 9, 8:30 AM - 10:15 AM
Organizer(s): Joseph Cappelleri, Pfizer

Interpreting Change and Responder Analysis for Patient-reported Outcomes
Joseph Cappelleri, Pfizer; Lisa A Kammerman, U.S. Food and Drug Administration

 
Observational Studies Track: Sensitivity Analysis for Observational Data: Method and Computation (WK 1) Wed, Oct 9, 8:30 AM - 10:15 AM
Organizer(s): Bo Lu, Ohio State University

Sensitivity Analysis for Observational Data: Method and Computation
Bo Lu, Ohio State University

 
Longitudinal Data Track - Hierarchial Models: Hierarchical Models and Computing for Joint Longitudinal-Survival and other Multiple Component or Endpoint Data (WK 5) Wed, Oct 9, 8:30 AM - 12:15 PM
Organizer(s): Bradley P. Carlin, University of Minnesota; Laura Hatfield, Harvard

Hierarchical Models and Computing for Joint Longitudinal-Survival and other Multiple Component or Endpoint Data
Bradley P. Carlin, University of Minnesota; Laura Hatfield, Harvard

 
Assorted Methods Track: Statistical Analysis of Zero-Inflated Continuous Data (WK 8) Wed, Oct 9, 10:30 AM - 12:15 PM
Organizer(s): Lei Liu, Northwestern University

Statistical Analysis of Zero-Inflated Continuous Data
Lei Liu, Northwestern University

 
Observational Studies Track: Designing an Observational Study with the Propensity Score (WK 2) Wed, Oct 9, 10:30 AM - 12:15 PM
Organizer(s): Thomas Love, Case Western Reserve University

Designing an Observational Study with the Propensity Score
Thomas Ezra Love, Case Western Reserve University

 
Assorted Methods Track: Comparative Effectiveness Research (WK 9) Wed, Oct 9, 1:30 PM - 3:15 PM
Organizer(s): Bo Lu, Ohio State University

Comparative Effectiveness Research
Constantine Gatsonis, Brown University; Sharon Lise Normand, Harvard University

 
Observational Studies Track: Causal Inferences in Health Services Research (WK 3) Wed, Oct 9, 1:30 PM - 3:15 PM
Organizer(s): Xiao-Hua Andrew Zhou, University of Washington

Causal Inferences in Health Services Research
Xiao-Hua Andrew Zhou, University of Washington

 
Longitudinal Data Track - Hierarchial Models: Missing Data in Longitudinal Clinical Trials (WK 6) Wed, Oct 9, 1:30 PM - 5:15 PM
Organizer(s): Edward Vonesh, Northwestern University

Missing Data in Longitudinal Clinical Trials
Edward Vonesh, Northwestern University

 
Assorted Methods Track: Mixed Models for Ecological Momentary Assessment (EMA) Data (WK 10) Wed, Oct 9, 3:30 PM - 5:15 PM
Organizer(s): Donald Hedeker, University of Illinois at Chicago

Mixed Models for Ecological Momentary Assessment (EMA) Data
Donald Hedeker, University of Illinois at Chicago

 
Observational Studies Track: The Medical Expenditure Panel Survey (MEPS): A National Data Resource to Inform Health Policy (WK 4) Wed, Oct 9, 3:30 PM - 5:15 PM
Organizer(s): Jeffrey Rhoades, Agency for Healthcare Research & Quality

The Medical Expenditure Panel Survey (MEPS): A National Data Resource to Inform Health Policy
Jeffrey Rhoades, Agency for Healthcare Research & Quality

 
Interactive Poster Session I & Welcome Reception Wed, Oct 9, 5:30 PM - 6:30 PM

Variance Estimation of the NPMLE of the Mean with Current Status Data
Zhen Han, University of Illinois at Chicago

Empirical and Smoothed Bayes Factor Type Inferences Based on Empirical Likelihoods for Quantiles
Ge Tao, State University of New York at Buffalo

Assessing the Causal Effect of Treatment in the Presence of Self-Selection of Dosage
Xin Gao, FDA

Constructing dynamic treatment regimes using Greedy-GQ algorithm
Ashkan Ertefaie, Postdoc fellow

Bayesian Nonparametric Rating Scale Model for Health Outcomes Measurement
Ken Akira Fujimoto, University of Illinois-Chicago

Assessing the Impact of Education and Cardiovascular Disease Risk Factors on Cognitive Trajectories in Older Adults
Shelley Han Liu, Harvard School of Public Health

Internal Benchmarks and Healthcare Services Satisfaction Reporting: A Case for the Fair Scorecard
Alan Roshwalb, Ipsos Public Affairs

Gender Differential in Active Life Expectancy in Nepal: Does Education Matter?
Tirth Bhatta, Case Western Reserve University

Cost Effectiveness Methods in Oncology: Bootstrapping a Risk Adjusted, Censored ICER
Gerhardt Michael Pohl, Eli Lilly and Company

Principal Surrogacy in a Time-to-Event Setting
Michael Elliott, University of Michigan

A Semiparametric Analysis of Health Care Utilization in Patients with Heart Failure
Zhuokai Li, Indiana University School of Medicine

Impact of Tuberculosis _ mortality rates on South African’s life expectancy
Kgomotso Valencia Dinoko, Statistics SA

Prenatal Exposure to Endocrine Disrupting Compounds and ...
Hailemichael Metiku Worku, Leiden University

Latent Supervised Learning for Survival Data
Susan Wei, UNC Chapel Hill

Projecting Benefits and Harms of Novel Cancer Screening Biomarkers: A Study of PCA3 and Prostate Cancer
Jeanette K Birnbaum, University of Washington

Modeling Multiple Wave Ecological Momentary Assessment (EMA) data with a Mixed-Effects Location Scale Model.
Chi C Cho, Aurora Research Institute

The Crossover of p-Values into the Results of Placebos
Ben Locwin, Lonza Biopharmaceuticals

Modeling the Determinants of Prescription Drugs Consumption in High v/s Low US Spending Counties
Demba Fofana, The University of Memphis

An Approach to Handling Multiple Experts in Multiple Imputation
Valerie Pare, University of Connecticut

Finding the smoking gun: Could suspension high school increase smoking 12 years later?
Janet E Rosenbaum, SUNY Downstate

Handling Data with Three Types of Missing Values
Jennifer Boyko, University of Connecticut

Health care professionals’ knowledge and recommendations about SIDS and its risk factors: who are the best at giving advices to parents and what’s the effect of the training campaigns?
Federico de Luca, University of Southampton

A Comparison of Statistical Models for Analyzing Episodes-of-Care Costs for Chronic Obstructive Pulmonary Disease Exacerbations
John Paul Kuwornu, Department of Community Health Sciences, Faculty of Medicine, University of Manitoba

English-Spanish language equivalence on a new health literacy measure: implementation of novel psychometric methods
Michael A Kallen, Northwestern University Feinberg School of Medicine

Using Latent Class Analysis to Explore Social Behaviors Among Children with Developmental Disabilities
Benjamin Zablotsky, CDC, National Center for Health Statistics

Performance of Methods to Assess Heterogeneity in Treatment Effect
Diane Richardson, VA Center for Health Equity Research and Promotion

Confidence Interval Estimators of the Intraclass Correlation Coefficient in Longitudinal Data with Missingness
Delia Codruta Voronca, Public Health Sciences

Estimating Hospital Effects on Long-term Count Outcomes in the Presence of Hospital Effects on Short-Term Survival: A Simulation-based Evaluation of Multilevel Poisson Sample Selection Models
Kyle M. Kepreos, VA Center for Clinical Management Research, Ann Arbor VA Health Services Research and Development

Genome-wide association studies for predicting hypertension: Comparing Support Vector Machines and Permanental Classification
Hsin-Hsiung Huang, Mr.

Model Selection with Incomplete Data Using Adjusted Variance
Ashok Chaurasia, University of Connecticut

The Effects of a Trauma Center Closure on Health Care Outcomes and Costs: An Instrumental Variable Based Approach
Joseph Benitez, University of Illinois at Chicago

 

Thu, Oct 10

Interactive Poster Session II Thu, Oct 10, 7:30 AM - 8:30 AM

HIV-Related Sexual Behaviors among Migrants and Non-migrants in Rural Ethiopia: Role of Rural to Urban Migration in HIV Transmission
MELESSE TAMIRU SEMEGNE, Gondar University

Classification based on a permanental process with application to microarray analysis
Jie Yang, University of Illinois at Chicago

Adjuvant endocrine therapy for breast cancer and a natural experiment
Rodney Allen Sparapani, Medical College of Wisconsin

A Location Scale Item Response Theory (IRT) Model for Ordinal Questionnaire Data
Donald Hedeker, University of Illinois at Chicago

The reporting of HIV/AIDS deaths in South Africa
Gomolemo Teo, Statistics South Africa

Effect of a Diagnostic Imaging Pay-for-Performance Initiative on Imaging Costs: a Longitudinal Analysis
Hui Cao, MS, Bio-Statistician

Differential Equation Modeling Approach for Dynamic Regulatory Network
Tao Lu, University at Albany

Bayesian Network Analysis: HIV Risk in Southern Indian Community
Daniel Philip Heard, Duke University

Exploratory data analysis of racial/ethnic disparities in county hospitalization rates for New York State from 2007 to 2009
Nathan T. Donnelly, University at Albany, School of Public Health

An empirical approach in decomposing attributing factors to co-occurring use of marijuana and other forms of illicit drug
Haekyung Jeon-Slaughter, The University of Oklahoma Health Sciences Center

Trends Over Time in Glucose Control for Type 2 Diabetes Patients with Good or Poor Initial Hba1c Levels: A Multilevel Growth Model
Upali W Jayasinghe, Centre for Primary Health Care and Equity

Self-Centering Time Series Data: Single-Pass And Iterative Methods
Jeffrey D Dawson, University of Iowa College of Public Health

Evaluating the Heterogeneous Health Effects of Health Insurance Coverage With Geographical Variation: An Example from China’s Rural Insurance Scheme
Katherine Donato, Harvard University

Within cluster resampling method on clustered ROC data
Zhuang Miao, George Mason University

Identifying multiple regulation
Denis Agniel, Harvard University

Applying a Logistic Regression Model to Predict the Accuracy of Administrative Healthcare Claims in Identifying Patients with Chronic Kidney Disease
Zongqiang Liao, Blue Cross Blue Shield of Michigan

Covariate adjusted distributions of random curves
Meng Li, North Carolina State University

Integrating rich survey datasets in computational simulations of hepatitis C virus infection among injecting drug users in Chicago area
Alexander Gutfraind, University of Illinois at Chicago

Real Time Classification of Viruses in 12 Dimensions
Hui Zheng, MS.

The Relationship Between Objectively Measured Sedentary Behavior and Physical Activity: Results from a Randomized Lifestyle Intervention
Peter John D. De Chavez, Northwestern University

Variation in quality by hospital characteristics and the implications for risk-adjustment
Dmitriy Poznyak, Mathematica Policy Research

Overview of Estimators in Survival Analysis for Recurrent Event Data: An Application to Morbidity Outcomes in Veterans with Spinal Cord Injury
Lauren Bailey, Edward J. Hines, Jr. VA Hospital, Hines, IL; University of Illinois at Chicago

Health Care Reform and the Stock Market: Economic Impact, Growth Opportunity and Private Sector Investors
Nathan Dong, Columbia University

The R-Symmetric CoGaussian Distribution, its Extensions and Generalizations: Estimation of Modal Incubation Periods of Acute Viral Infections
Saria Salah Awadalla, University of Illinois at Chicago

Multivariate Analysis of EEG data using Fractal Dimension
Md Rokonuzzaman, Student

Using propensity scores with multiple categories to assess the effects of HIV-serostatus and post-traumatic stress on cognition
Leah H Rubin, Department of Psychiatry, University of Illinois at Chicago (UIC)

A Review and Meta-analysis of 14 Studies Reporting Reactive Arthritis from Non-typhoidal Salmonella Infections
Zhouyang Weng, University of Cincinnati, Department of Environmental Health

Estimation of stationary parameters using dynamic sample weights
Duncan Ermini Leaf, University of Southern California Schaeffer Center for Health Policy and Economics

The relationship between smoking status and monthly medical expenditure in a Japanese population; a gamma regression approach
Yoshitaka Murakami, Shiga University of Medical Science

Multidimensional indices Nonlinear Signed-Rank regression
Brice Merlin Nguelifack, Auburn University

Empowering Asthma Patients by Improving Their Self Efficacy: Identifying Potential Drivers of Self Efficacy
Tasneem Zaihra, McGill University

Involving MS Students in Consulting and Research: Novel Use of Statistical Software in Industrial and Biomedical Statistics
Timothy O’Brien, Loyola University Chicago

 
Welcome and Keynote Address Thu, Oct 10, 8:30 AM - 10:00 AM
Chair(s): Donald Hedeker, University of Illinois at Chicago; Xiao-Hua Andrew Zhou, University of Washington
 
Session 11 Invited Comparative effectiveness research combining diverse data: advances in methods and infrastructure Thu, Oct 10, 10:30 AM - 12:15 PM
Organizer(s): Bradley P. Carlin, University of Minnesota

10:35 AM

Multivariate techniques for combining information
Christopher Schmid, Brown University

11:00 AM

Combining observational and randomized trial data to examine utilization and effectiveness of medical devices
Laura Hatfield, Harvard

11:25 AM

Combination of survival curves from orthopedic registries
Samprit Banerjee, Weill Medical College, Cornell University

11:50 AM

Comparative effectiveness research combining diverse data: advances in methods and infrastructure
Erin C Holve, AcademyHealth

 
Session 12 Invited Methodological Challenges and Solutions in Health Policy Research in China Thu, Oct 10, 10:30 AM - 12:15 PM
Organizer(s): Xiao-Hua Andrew Zhou, University of Washington

10:35 AM

The effectiveness evaluation of methadone maintenance treatment in China: A brief introduction
Li Ling, Sun Yat-sen University

11:00 AM

Gaining from Hospital Competition: Evidence from China
Jie Pan, Sichuan University

11:25 AM

Research in Human Resources for Health in China: An application of Discrete Choice Experiment
Xiaoyun Liu, Peking University

Discussant(s): Xiao-Hua Andrew Zhou, University of Washington

 
Session 13 Topic-Contributed Papers Casual Inference: Methods and Practices Thu, Oct 10, 10:30 AM - 12:15 PM
Organizer(s): Lei Liu, Northwestern University

10:35 AM

Shock-Based Causal Inference
Bernard Black, Northwestern University

10:55 AM

Dynamic Prediction and Causal Inference
Xuelin Huang, MD Anderson Cancer Center

11:15 AM

Selective and future ignorability in causal inference
Marshall Joffe, University of Pennsylvania

11:35 AM

The assessment of interaction effects via tree-based methods
Joseph Kang, Northwestern University

11:55 AM

Diffusion of Robotic Surgical Systems and Its Impact on Treatment Pattern of Localized Prostate Cancer: An Instrumental Variable Analysis
Chan Shen, University of Texas, MD Anderson Cancer Center

 
Session 14 Contributed Papers Random Effect Models in Longitudinal Data and Survival Data Thu, Oct 10, 10:30 AM - 12:15 PM

10:35 AM

Simultaneous Variable Selection in Joint Models with Longitudinal and Survival Outcomes
Zangdong He, Department of Biostatistics, Richard M. Fairbanks School of Public Health, Indiana University

10:50 AM

Modeling the covariance structure of random coefficients to characterize quality variation in health plans
Alan Zaslavsky, Department of Health Care Policy, Harvard Medical School

11:05 AM

Analysis of multivariate longitudinal health outcomes via generalized linear Mixed models
Mulugeta Gebregziabher, MUSC

11:20 AM

Longitudinal Zero-inflated Count Data with Random Effects to Model Instrumental Activities of Daily Living (IADLs)
Ping Yao, Northern Illinois University

11:35 AM

Multivariate Frailty Model for Recurrent-Event Data with Multiple Types
Khaled F Bedair, PhD student, Department of Statistics, Virginia Tech

11:50 AM

A Bivariate Mixed-Effects Location-Scale Model with application to Ecological Momentary Assessment (EMA) data
Oksana Pugach, University of Illinois at Chicago

12:05 PM

Floor Discussion

 
Session 15 Invited Innovative designs for evaluating impacts of health system changes on mental health treatment and care Thu, Oct 10, 1:30 PM - 3:15 PM
Organizer(s): Frank Yoon, Mathematica Policy Research

1:35 PM

Using orthogonal designs to study care coordination delivery to individuals with severe and persistent mental illness
Jelena Zurovac, Mathematica Policy Research

2:00 PM

Using propensity scores and difference-in-differences methods to estimate the effects of mental health parity
Elizabeth Stuart, Johns Hopkins University

2:25 PM

Structuring design and analysis on patients, facilities, and systems of care in an evaluation of the Medicaid Emergency Psychiatric Services Demonstration
Frank Yoon, Mathematica Policy Research

Discussant(s): Arlene Ash, University of Massachusetts Med School

 
Session 16 Invited Statistical Challenges in Comparative Effectiveness Research Thu, Oct 10, 1:30 PM - 3:15 PM
Organizer(s): Colin Wu, NHLBI

1:35 PM

Person-centered treatment (PeT) effects using instrumental variables: An application to evaluating antipsychotic drugs
Anirban Basu, University of Washington

2:00 PM

Observational studies analyzed like randomized trials, and vice versa
Miguel Hernan, Harvard University

2:25 PM

Learning What Works: Uncertainty and Selective Inference
Sharon Lise Normand, Harvard University

Discussant(s): Nancy Geller, NHLBI

 
Session 17 Contributed Papers Casual Analysis / Intent to Treat Analysis Thu, Oct 10, 1:30 PM - 3:15 PM

1:35 PM

Old and New Instrumental Variables Models for Causal Inference: A Biostatistician's Futile Redevelopment?
Paul Rathouz, University of Wisconsin-Madison

1:50 PM

Hypothetical Intervention for Health Related Quality of Life in Children with Juvenile Idiopathic Arthritis during the First Year of Disease
Bin Huang, Cincinnat Children's Hospital Med Ctr

2:05 PM

Examining statistical disclosure possibilities of an empirical ROC graph in the presence of auxilliary data
Gregory J Matthews, University of Massachusetts

2:20 PM

Mediation Analysis with Time Failure Outcome and Error Prone Mediator
Cheng Zheng, Department of Biostatistics, University of Washington

2:35 PM

Surrogacy Assessment Using Principal Stratification When Surrogate and Outcome Measures are Multivariate Normal
Anna Sadie Chernin Conlon, University of Michigan

2:50 PM

Multi-Year Impacts of Offering a “Consumer-Directed” Health Plan: An Intent-to-Treat Design with Varying Take-Up Levels at the Treatment-Cluster Level
Amelia M. Haviland, Carnegie Mellon University

3:05 PM

Floor Discussion

 
Session 18 Contributed Papers Missing Data Thu, Oct 10, 1:30 PM - 3:15 PM

1:35 PM

A Bayesian hierarchical model for network meta-analysis with selection bias
Jing P. Zhang, Division of Biostatistics, University of Minnesota School of Public Health

1:50 PM

Multiple Imputation for Measurement Error Correction in Administrative Health Databases: Effect of the Misclassification Mechanism
Lisa Lix, Department of Community Health Sciences, Faculty of Medicine, University of Manitoba

2:05 PM

A semi-parametric approach to impute mixed continuous and categorical data
Irene B Helenowski, Northwestern University

2:20 PM

Gaussian-based routines for imputing categorical variables in complex designs
Recai M Yucel, State University of New York at Albany

2:35 PM

Sequential Probability Ratio Test Subject to Incomplete Data with Covariate Information
Ofer Harel, University of Connecticut

2:50 PM

Using Interviewer Random Effects to Calculate Unbiased HIV Prevalence Estimates in the Presence of Non-Response: a Bayesian Approach
Mark E. McGovern, Harvard University

3:05 PM

Floor Discussion

 
Session 19 Invited Personalized Medicine and Dynamic Treatment Regimes Thu, Oct 10, 3:30 PM - 5:15 PM
Organizer(s): Xuelin Huang, MD Anderson Cancer Center

3:35 PM

Identifying Target Subgroup with CART for Pharmacogenetic Approach of Reducing Heavy Alcohol Drinking
Lei Liu, Northwestern University

4:00 PM

Machine Learning Methods for Individualizing Real-Time Treatment Policies
Susan A Murphy, University of Michigan

4:25 PM

Personalized medicine and artificial intelligence
Michael Rene Kosorok, University of North Carolina at Chapel Hill

4:50 PM

Optimal Bayesian Dose-Finding in Two Treatment Cycles based on the Joint Utility of Efficacy and Toxicity
Peter F. Thall, M.D. Anderson Cancer Center

 
Session 20 Invited Statistical Methods for Data Synthesis Thu, Oct 10, 3:30 PM - 5:15 PM
Organizer(s): Juned Siddique, Northwestern University

3:35 PM

Item Response Theory Approaches for Research Synthesis
Robert D Gibbons, University of Chicago

4:00 PM

A Multiple Imputation approach for combining data across multiple trials that use different outcome measures.
Juned Siddique, Northwestern University

4:25 PM

Empirical Limits in Synthesizing Findings from Individual Data Across Similar and Diverse Randomized Trials
C Hendricks Brown, University of Miami

Discussant(s): Elizabeth Stuart, Johns Hopkins University

 
Session 21 Topic-Contributed Papers Technology Assessment for Informed Medical Decision-Making: In Memory of Professor Charles E. Metz Thu, Oct 10, 3:30 PM - 5:15 PM
Organizer(s): Kelly Zou, Pfizer
Chair(s): Maryellen Giger, University of Chicago

3:35 PM

Estimating Sensitivity and Specificity for Technology Assessment in Observer Agreement Studies
Robert M Nishikawa, University of Chicago

3:55 PM

Adjustment for Verification Bias in Estimation of the area under ROC curve adjusting for Covariates
Xiao-Hua Andrew Zhou, University of Washington

4:15 PM

Estimating an ROC Curve: Models, Assumptions, and Interpretation
Alicia Y Toledano, Biostatistics Consulting, LLC

4:35 PM

A Simplifying Reformulation of the Likelihood-Ratio Binormal Distribution
Stephen L Hillis, University of Iowa

4:55 PM

Bayesian multivariate hierarchical transformation models for ROC analysis
James O'Malley, Dartmouth College

 
Session 22 Contributed Papers Casual Inferences in Comparative Effectiveness with Propensity Score and Instrumental Variables Thu, Oct 10, 3:30 PM - 5:15 PM
Chair(s): Lihui Zhao, Northwestern University

3:35 PM

Estimating causal effects in an observational study with a survival time endpoint: comparing reformulated versus original antidepressants
Jaeun Choi, Harvard Medical School

3:50 PM

Incorporating external information to assess robustness of comparative effectiveness estimates to unobserved confounding
Alfa Ibrahim Yansane, Harvard Health Care Policy Statistics Section

4:05 PM

The Invalidity of the Most Common Instrumental Variable Analyses in Comparative Effectiveness Research
Laura Faden Garabedian, Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute

4:20 PM

Propensity Score Methods in Comparaive Effectiveness Study of Multiple Treatments
Bassam Dahman, Virginia Commonwealth University

4:35 PM

Instrumental Variable Methods for the Comparative Safety of Second-Generation Antipsychotic Medications
Portia Yvonne Cornell, Harvard University

4:50 PM

Uncertainty in Propensity Score Estimation: Bayesian Methods for Variable Selection and Model Averaged Causal Effects
Corwin M Zigler, Harvard School of Public Health

5:05 PM

Floor Discussion

 

Fri, Oct 11

HPSS Awards and Plenary Speaker Fri, Oct 11, 8:30 AM - 10:00 AM
Chair(s): Donald Hedeker, University of Illinois at Chicago; Xiao-Hua Andrew Zhou, University of Washington
 
Session 23 Invited Propensity Score Methods for Estimating the Effects of Latent Treatments, with Applications to Mental Health Research Fri, Oct 11, 10:15 AM - 12:00 PM
Organizer(s): Elizabeth Stuart, Johns Hopkins University

10:20 AM

Estimating Causal Effects of Latent Treatment Classes: Natural clusters of drug treatment services for adolescents
Megan Schuler, Johns Hopkins Bloomberg School of Public Health

10:45 AM

Estimating the Causal Effect of a Latent Class Treatment on Binary and Count Outcomes
Donna L Coffman, The Methodology Center, Penn State

11:10 AM

The Causal Effect of Substance Use Latent Class Membership on a Distal Outcome
Bethany C Bray, The Methodology Center, Penn State

Discussant(s): Juned Siddique, Northwestern University

 
Session 24 Invited Comparative Effectiveness Research: Using Evidence to Engage and Impact Fri, Oct 11, 10:15 AM - 12:00 PM
Organizer(s): Kelly Zou, Pfizer

10:20 AM

Evidentiary Challenges in Comparative Effectiveness Research
Sally C. Morton, Biostatistics, University of Pittsburgh

10:45 AM

Statistical methods for benefit risk assessment
Bo Yang, Abbvie

11:10 AM

Bayesian Network Meta-Analysis for Health Technology Assessment and Evaluation for Investigative Treatment
Wei Shen, Eli Lilly and Company

11:35 AM

Health Insurer Use of Comparative Effectiveness Research for Innovation in Health Care Re-Design
Daryl Wansink, Blue Cross Blue Shield of North Carolina

 
Session 25 Contributed Papers Survey / Claims / Patient Reported Outcomes Fri, Oct 11, 10:15 AM - 12:00 PM

10:20 AM

Classification accuracy of provider profiling methods based on Medicare claims
Rebecca A Hubbard, Group Health Research Institute

10:35 AM

Benchmarking Healthcare Provider Performance: Some Statistical Considerations
Susan Paddock, RAND Corporation

10:50 AM

Patient-Reported Outcomes in Clinical Practice and Research
Laura Lee Johnson, NIH

11:05 AM

An Assessment of Medical Expenditure Panel Survey Sampling and Estimation Procedures through Benchmarking with the National Health Interview Survey
Sadeq R Chowdhury, Agency for Healthcare Research and Quality

11:20 AM

A Randomized Experiment Comparing Patient Survey Scores in Telephone and Mail Modes When Vendors Are Paid by the Hospitals Being Evaluated or a Third-Party Survey Vendor
Marc N. Elliott, RAND

11:35 AM

Hypothesis Testing for Personalizing Treatment
Huitian Lei, University of Michigan

11:50 AM

Floor Discussion

 
Session 26 Contributed Papers Longitudinal Data Fri, Oct 11, 10:15 AM - 12:00 PM

10:20 AM

Modeling Conditional Quantile Tumor Growth Curves By Combining Independent Small Sample Study Data
Ella Revzin, University of Illinois at Chicago, Department of Mathematics, Statistics, and Computer Science

10:35 AM

Complex longitudinal model applied in Ecological Momentary Assessment (EMA) Data
Xue Li, Hines Cooperative Studies Program Coordinating Center, VA Hospital

10:50 AM

A Flexible Model for the Mean and Variance Functions with Application to Longitudinal/Clustered Medical Cost Data
Jinsong Chen, University of Illinois at Chicago

11:05 AM

Local Box-Cox Transformation in time varying coefficient models with longitudinal data
Mohammed Rahim Uddin Chowdhury, The George Washington University

11:20 AM

Latent Trait Shared Parameter Mixed-Models For Ecological Momentary Assessment Data
John Cursio, University of Illinois at Chicago

11:35 AM

A Latent Growth Modeling Approach to Longitudinal Mediation Analysis of the Causal Path Between Multiple Sclerosis & Depression
Douglas David Gunzler, Case Western Reserve University

11:50 AM

Floor Discussion

 
Special VA Workshop: Estimation of Re-Identification Risk in De-identified Health Care Data (WK 11) Fri, Oct 11, 12:15 PM - 2:00 PM
Organizer(s): Xiao-Hua Andrew Zhou, University of Washington
Department of Veterans Affairs Health Administration (VHA) and Office of Research and Development (ORD) are committed to promoting transparency by making de-identified health data available. One of the greatest concerns about releasing de-identified health data is the threat of re-identification of individual Veterans. Previously, it has been thought that HIPAA guideline de-identified patient data is not re-identifiable. It is now recognized that the dramatic increase in scope of electronic health data, the ability to merge de-identified health data with identified data obtained from various sources, and the availability of substantial computing power, poses a significant re-identification risk. Numerous statistical methods to assess re-identification risk have been proposed in the literature. The goal of this workshop is for invited speakers to provide guidance regarding the methods that have been used or could apply to protect health data that is already de-identified. The speakers should provide a description and/or references to techniques that have been applied in practice and are interpretable by the general community.