Online Program
|
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
|
||
| 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
|
||
| 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
|
||
| 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
|
||
| 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
|
||
| 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
|
||
| 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
|
||
| 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
|
||
| 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
|
||
| 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
|
||
| 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
|
||
|
Empirical and Smoothed Bayes Factor Type Inferences Based on Empirical Likelihoods for Quantiles
|
||
|
Assessing the Causal Effect of Treatment in the Presence of Self-Selection of Dosage
|
||
|
Constructing dynamic treatment regimes using Greedy-GQ algorithm
|
||
|
Bayesian Nonparametric Rating Scale Model for Health Outcomes Measurement
|
||
|
Assessing the Impact of Education and Cardiovascular Disease Risk Factors on Cognitive Trajectories in Older Adults
|
||
|
Internal Benchmarks and Healthcare Services Satisfaction Reporting: A Case for the Fair Scorecard
|
||
|
Gender Differential in Active Life Expectancy in Nepal: Does Education Matter?
|
||
|
Cost Effectiveness Methods in Oncology: Bootstrapping a Risk Adjusted, Censored ICER
|
||
|
Principal Surrogacy in a Time-to-Event Setting
|
||
|
A Semiparametric Analysis of Health Care Utilization in Patients with Heart Failure
|
||
|
Impact of Tuberculosis _ mortality rates on South African’s life expectancy
|
||
|
Prenatal Exposure to Endocrine Disrupting Compounds and ...
|
||
|
Latent Supervised Learning for Survival Data
|
||
|
Projecting Benefits and Harms of Novel Cancer Screening Biomarkers: A Study of PCA3 and Prostate Cancer
|
||
|
Modeling Multiple Wave Ecological Momentary Assessment (EMA) data with a Mixed-Effects Location Scale Model.
|
||
|
The Crossover of p-Values into the Results of Placebos
|
||
|
Modeling the Determinants of Prescription Drugs Consumption in High v/s Low US Spending Counties
|
||
|
An Approach to Handling Multiple Experts in Multiple Imputation
|
||
|
Finding the smoking gun: Could suspension high school increase smoking 12 years later?
|
||
|
Handling Data with Three Types of Missing Values
|
||
|
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?
|
||
|
A Comparison of Statistical Models for Analyzing Episodes-of-Care Costs for Chronic Obstructive Pulmonary Disease Exacerbations
|
||
|
English-Spanish language equivalence on a new health literacy measure: implementation of novel psychometric methods
|
||
|
Using Latent Class Analysis to Explore Social Behaviors Among Children with Developmental Disabilities
|
||
|
Performance of Methods to Assess Heterogeneity in Treatment Effect
|
||
|
Confidence Interval Estimators of the Intraclass Correlation Coefficient in Longitudinal Data with Missingness
|
||
|
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
|
||
|
Genome-wide association studies for predicting hypertension: Comparing Support Vector Machines and Permanental Classification
|
||
|
Model Selection with Incomplete Data Using Adjusted Variance
|
||
|
The Effects of a Trauma Center Closure on Health Care Outcomes and Costs: An Instrumental Variable Based Approach
|
||
|
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
|
||
|
Classification based on a permanental process with application to microarray analysis
|
||
|
Adjuvant endocrine therapy for breast cancer and a natural experiment
|
||
|
A Location Scale Item Response Theory (IRT) Model for Ordinal Questionnaire Data
|
||
|
The reporting of HIV/AIDS deaths in South Africa
|
||
|
Effect of a Diagnostic Imaging Pay-for-Performance Initiative on Imaging Costs: a Longitudinal Analysis
|
||
|
Differential Equation Modeling Approach for Dynamic Regulatory Network
|
||
|
Bayesian Network Analysis: HIV Risk in Southern Indian Community
|
||
|
Exploratory data analysis of racial/ethnic disparities in county hospitalization rates for New York State from 2007 to 2009
|
||
|
An empirical approach in decomposing attributing factors to co-occurring use of marijuana and other forms of illicit drug
|
||
|
Trends Over Time in Glucose Control for Type 2 Diabetes Patients with Good or Poor Initial Hba1c Levels: A Multilevel Growth Model
|
||
|
Self-Centering Time Series Data: Single-Pass And Iterative Methods
|
||
|
Evaluating the Heterogeneous Health Effects of Health Insurance Coverage With Geographical Variation: An Example from China’s Rural Insurance Scheme
|
||
|
Within cluster resampling method on clustered ROC data
|
||
|
Identifying multiple regulation
|
||
|
Applying a Logistic Regression Model to Predict the Accuracy of Administrative Healthcare Claims in Identifying Patients with Chronic Kidney Disease
|
||
|
Covariate adjusted distributions of random curves
|
||
|
Integrating rich survey datasets in computational simulations of hepatitis C virus infection among injecting drug users in Chicago area
|
||
|
Real Time Classification of Viruses in 12 Dimensions
|
||
|
The Relationship Between Objectively Measured Sedentary Behavior and Physical Activity: Results from a Randomized Lifestyle Intervention
|
||
|
Variation in quality by hospital characteristics and the implications for risk-adjustment
|
||
|
Overview of Estimators in Survival Analysis for Recurrent Event Data: An Application to Morbidity Outcomes in Veterans with Spinal Cord Injury
|
||
|
Health Care Reform and the Stock Market: Economic Impact, Growth Opportunity and Private Sector Investors
|
||
|
The R-Symmetric CoGaussian Distribution, its Extensions and Generalizations: Estimation of Modal Incubation Periods of Acute Viral Infections
|
||
|
Multivariate Analysis of EEG data using Fractal Dimension
|
||
|
Using propensity scores with multiple categories to assess the effects of HIV-serostatus and post-traumatic stress on cognition
|
||
|
A Review and Meta-analysis of 14 Studies Reporting Reactive Arthritis from Non-typhoidal Salmonella Infections
|
||
|
Estimation of stationary parameters using dynamic sample weights
|
||
|
The relationship between smoking status and monthly medical expenditure in a Japanese population; a gamma regression approach
|
||
|
Multidimensional indices Nonlinear Signed-Rank regression
|
||
|
Empowering Asthma Patients by Improving Their Self Efficacy: Identifying Potential Drivers of Self Efficacy
|
||
|
Involving MS Students in Consulting and Research: Novel Use of Statistical Software in Industrial and Biomedical Statistics
|
||
| 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
|
|
|
11:00 AM |
Combining observational and randomized trial data to examine utilization and effectiveness of medical devices
|
|
|
11:25 AM |
Combination of survival curves from orthopedic registries
|
|
|
11:50 AM |
Comparative effectiveness research combining diverse data: advances in methods and infrastructure
|
|
| 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
|
|
|
11:00 AM |
Gaining from Hospital Competition: Evidence from China
|
|
|
11:25 AM |
Research in Human Resources for Health in China: An application of Discrete Choice Experiment
|
|
|
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
|
|
|
10:55 AM |
Dynamic Prediction and Causal Inference
|
|
|
11:15 AM |
Selective and future ignorability in causal inference
|
|
|
11:35 AM |
The assessment of interaction effects via tree-based methods
|
|
|
11:55 AM |
Diffusion of Robotic Surgical Systems and Its Impact on Treatment Pattern of Localized Prostate Cancer: An Instrumental Variable Analysis
|
|
| 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
|
|
|
10:50 AM |
Modeling the covariance structure of random coefficients to characterize quality variation in health plans
|
|
|
11:05 AM |
Analysis of multivariate longitudinal health outcomes via generalized linear Mixed models
|
|
|
11:20 AM |
Longitudinal Zero-inflated Count Data with Random Effects to Model Instrumental Activities of Daily Living (IADLs)
|
|
|
11:35 AM |
Multivariate Frailty Model for Recurrent-Event Data with Multiple Types
|
|
|
11:50 AM |
A Bivariate Mixed-Effects Location-Scale Model with application to Ecological Momentary Assessment (EMA) data
|
|
|
12:05 PM |
||
| 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
|
|
|
2:00 PM |
Using propensity scores and difference-in-differences methods to estimate the effects of mental health parity
|
|
|
2:25 PM |
Structuring design and analysis on patients, facilities, and systems of care in an evaluation of the Medicaid Emergency Psychiatric Services Demonstration
|
|
|
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
|
|
|
2:00 PM |
Observational studies analyzed like randomized trials, and vice versa
|
|
|
2:25 PM |
Learning What Works: Uncertainty and Selective Inference
|
|
|
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?
|
|
|
1:50 PM |
Hypothetical Intervention for Health Related Quality of Life in Children with Juvenile Idiopathic Arthritis during the First Year of Disease
|
|
|
2:05 PM |
Examining statistical disclosure possibilities of an empirical ROC graph in the presence of auxilliary data
|
|
|
2:20 PM |
Mediation Analysis with Time Failure Outcome and Error Prone Mediator
|
|
|
2:35 PM |
Surrogacy Assessment Using Principal Stratification When Surrogate and Outcome Measures are Multivariate Normal
|
|
|
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
|
|
|
3:05 PM |
||
| 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
|
|
|
1:50 PM |
Multiple Imputation for Measurement Error Correction in Administrative Health Databases: Effect of the Misclassification Mechanism
|
|
|
2:05 PM |
A semi-parametric approach to impute mixed continuous and categorical data
|
|
|
2:20 PM |
Gaussian-based routines for imputing categorical variables in complex designs
|
|
|
2:35 PM |
Sequential Probability Ratio Test Subject to Incomplete Data with Covariate Information
|
|
|
2:50 PM |
Using Interviewer Random Effects to Calculate Unbiased HIV Prevalence Estimates in the Presence of Non-Response: a Bayesian Approach
|
|
|
3:05 PM |
||
| 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
|
|
|
4:00 PM |
Machine Learning Methods for Individualizing Real-Time Treatment Policies
|
|
|
4:25 PM |
Personalized medicine and artificial intelligence
|
|
|
4:50 PM |
Optimal Bayesian Dose-Finding in Two Treatment Cycles based on the Joint Utility of Efficacy and Toxicity
|
|
| 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
|
|
|
4:00 PM |
A Multiple Imputation approach for combining data across multiple trials that use different outcome measures.
|
|
|
4:25 PM |
Empirical Limits in Synthesizing Findings from Individual Data Across Similar and Diverse Randomized Trials
|
|
|
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
|
|
|
3:55 PM |
Adjustment for Verification Bias in Estimation of the area under ROC curve adjusting for Covariates
|
|
|
4:15 PM |
Estimating an ROC Curve: Models, Assumptions, and Interpretation
|
|
|
4:35 PM |
A Simplifying Reformulation of the Likelihood-Ratio Binormal Distribution
|
|
|
4:55 PM |
Bayesian multivariate hierarchical transformation models for ROC analysis
|
|
| 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
|
|
|
3:50 PM |
Incorporating external information to assess robustness of comparative effectiveness estimates to unobserved confounding
|
|
|
4:05 PM |
The Invalidity of the Most Common Instrumental Variable Analyses in Comparative Effectiveness Research
|
|
|
4:20 PM |
Propensity Score Methods in Comparaive Effectiveness Study of Multiple Treatments
|
|
|
4:35 PM |
Instrumental Variable Methods for the Comparative Safety of Second-Generation Antipsychotic Medications
|
|
|
4:50 PM |
Uncertainty in Propensity Score Estimation: Bayesian Methods for Variable Selection and Model Averaged Causal Effects
|
|
|
5:05 PM |
||
|
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
|
|
|
10:45 AM |
Estimating the Causal Effect of a Latent Class Treatment on Binary and Count Outcomes
|
|
|
11:10 AM |
The Causal Effect of Substance Use Latent Class Membership on a Distal Outcome
|
|
|
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
|
|
|
10:45 AM |
Statistical methods for benefit risk assessment
|
|
|
11:10 AM |
Bayesian Network Meta-Analysis for Health Technology Assessment and Evaluation for Investigative Treatment
|
|
|
11:35 AM |
Health Insurer Use of Comparative Effectiveness Research for Innovation in Health Care Re-Design
|
|
| 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
|
|
|
10:35 AM |
Benchmarking Healthcare Provider Performance: Some Statistical Considerations
|
|
|
10:50 AM |
Patient-Reported Outcomes in Clinical Practice and Research
|
|
|
11:05 AM |
An Assessment of Medical Expenditure Panel Survey Sampling and Estimation Procedures through Benchmarking with the National Health Interview Survey
|
|
|
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
|
|
|
11:35 AM |
Hypothesis Testing for Personalizing Treatment
|
|
|
11:50 AM |
||
| 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
|
|
|
10:35 AM |
Complex longitudinal model applied in Ecological Momentary Assessment (EMA) Data
|
|
|
10:50 AM |
A Flexible Model for the Mean and Variance Functions with Application to Longitudinal/Clustered Medical Cost Data
|
|
|
11:05 AM |
Local Box-Cox Transformation in time varying coefficient models with longitudinal data
|
|
|
11:20 AM |
Latent Trait Shared Parameter Mixed-Models For Ecological Momentary Assessment Data
|
|
|
11:35 AM |
A Latent Growth Modeling Approach to Longitudinal Mediation Analysis of the Causal Path Between Multiple Sclerosis & Depression
|
|
|
11:50 AM |
||
| 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. | ||
Important Dates & Deadlines
- April 11, 2013
Abstract Submission Deadline - May 7, 2013
Online Registration Opens - June 5, 2013
Speaker Registration Deadline - September 8, 2013
Hotel Reservations Close - September 19, 2013
Cancellation Deadline and Registration Closes - October 9 - 11, 2013
ICHPS 2013