Approval / Commercialization — Publications
Publications
Advancing Principled Pharmacoepidemiologic Research to Support Regulatory and Healthcare Decision Making: The Era of Real-World Evidence
Publications
43
Total Publications
8
Abstract/Manuscript
26
Oral Presentation
9
Poster Presentation
2026 · Poster Presentation · Jazz Pharmaceuticals · Methods/Pharmacoepi
Real-world polypharmacy and healthcare resource utilization after early-line treatment with cannabidiol for Lennox-Gastaut syndrome, Dravet syndrome, and tuberous sclerosis complex
Read more →2026 · Poster Presentation · Jazz Pharmaceuticals · Methods/Pharmacoepi
Real-World Dose Trajectory Patterns and Impact on Polypharmacy Burden and New Antiseizure Medication (ASM) Prescriptions in Patients With Dravet Syndrome (DS), Lennox-Gastaut Syndrome (LGS), or Tuberous Sclerosis Complex (TSC) Receiving Cannabidiol (CBD)
Read more →2026 · Poster Presentation · Jazz Pharmaceuticals · Methods/Pharmacoepi
Real-World Effectiveness of Cannabidiol on Antiseizure Medication Cycling, Polypharmacy, and Healthcare Resource Utilization: A US Claims Analysis.
Read more →2025 · Abstract/Manuscript · GSK
Advancing Principled Pharmacoepidemiologic Research to Support Regulatory and Healthcare Decision Making: The Era of Real-World Evidence
Read more →2025 · Poster Presentation · Yes · Methods/Pharmacoepi
Assessing artificial censoring weights for clone censor weighting studies: A simulation-based approach
Read more →2025 · Poster Presentation · No · Methods/Pharmacoepi
Real-world (RW) second-line (2L) treatment (tx) patterns and clinical outcomes in patients (pts) with HER2-overexpressing biliary tract cancer (BTC).
Read more →2025 · Poster Presentation · Jazz Pharmaceuticals · Methods/Pharmacoepi
Effect of Cannabidiol on Antiseizure Medication Cycling, Polypharmacy, and Healthcare Resource Utilisation in Patients With Dravet Syndrome, Lennox-Gastaut Syndrome, or Tuberous Sclerosis Complex: Real-World Data from a US Claims Analysis
Read more →2024 · Abstract/Manuscript
Staging and clean room: Constructs designed to facilitate transparency and reduce bias in comparative analyses of real-world data
Read more →2024 · Oral Presentation · Yes · Methods/Pharmacoepi
Making the Case for Negative Control Outcome Studies in a Real-World Evidence Setting
Read more →2024 · Oral Presentation · Yes · Methods/Pharmacoepi
Seeing Eye to Eye: Enhancing Inter-Team Communication for Reproducible Real-World Evidence
Read more →2024 · Oral Presentation · Yes · Methods/Pharmacoepi
Comparing causal estimands from a sequential nested trial emulation with a treatment decision design to a conventional single point randomized trial: A simulation study
Read more →2024 · Poster Presentation · University of North Carolina at Chapel Hill · Methods/Pharmacoepi
Addressing RWE Challenges in Real-Time: The 'Clean Room Committee' Approach
Read more →2024 · Poster Presentation · Yes · Methods/Pharmacoepi
Utilizing Patient Electronic Medical Records to Transform Clinical Trials
Read more →2024 · Poster Presentation · Yes · Methods/Pharmacoepi
Prediction in claims databases for epidemiological research
Read more →2024 · Abstract/Manuscript
Gating and clean room: Constructs designed to facilitate transparency and reduce bias in comparative analyses of real-world data
Read more →2023 · Abstract/Manuscript · University of North Carolina at Chapel Hill
Pragmatic considerations for negative control outcome studies to guide non-randomized comparative analyses: A narrative review
Read more →2023 · Abstract/Manuscript · University of North Carolina at Chapel Hill
Controlling for Differential Regression-To-The-Mean via Propensity Scores: A Simulation Study
Read more →2023 · Oral Presentation · Yes · Methods/Pharmacoepi
Methods and New Approaches in Pragmatic Trials
Read more →2023 · Oral Presentation · Yes · Methods/Pharmacoepi
Characterizing the Distribution of Multiple Negative Control Outcome Risk Differences
Read more →2023 · Oral Presentation · Yes · Methods/Pharmacoepi
Orthogonalized Regression for Causal Inference: A Pharmacoepidemiologist's Dream?
Read more →2023 · Oral Presentation · Yes · Methods/Pharmacoepi
An Analytic Method to Weight Longitudinal Treatment Patterns for Visualization with Sankey Diagrams
Read more →2022 · Abstract/Manuscript · University of North Carolina at Chapel Hill
DAG With Omitted Objects Displayed (DAGWOOD): a framework for revealing causal assumptions in DAGs
Read more →2022 · Oral Presentation · Yes · Methods/Pharmacoepi
In-Hospital Treatment Patterns Among Patients Hospitalized with COVID-19 in the United States
Read more →2022 · Oral Presentation · No · Methods/Pharmacoepi
One Design to Rule Them All: The Clone-Censor-Weight Design as a General Framework for Epidemiologic Studies
Read more →2022 · Oral Presentation · Yes · Methods/Pharmacoepi
The impact of parametric assumptions on the bias-variance tradeoff for causal analysis of time-to-event outcomes
Read more →2022 · Oral Presentation · University of North Carolina at Chapel Hill · Methods/Pharmacoepi
Fusion Designs for Indirect Treatment Effects
Read more →2022 · Oral Presentation · University of North Carolina at Chapel Hill · Methods/Pharmacoepi
On Teaching Advanced Epidemiologic Methods
Read more →2022 · Oral Presentation
Illustration of Two Fusion Designs and Estimators Get access Arrow
Read more →2022 · Oral Presentation · Yes · Methods/Pharmacoepi
Disparities in Prevalence of Urinary Incontinence among a Nationally Representative Sample of Men, 2005-2016: Findings from the Urologic Diseases in America Project
Read more →2021 · Abstract/Manuscript · University of North Carolina at Chapel Hill
Use of negative control outcomes to assess the comparability of patients initiating lipid-lowering therapies
Read more →2021 · Oral Presentation · No · Methods/Pharmacoepi
Use of negative control outcomes to detect mismeasured confounders in administrative data
Read more →2021 · Oral Presentation · University of California Los Angeles · Methods/Pharmacoepi
Fusion designs and estimators for treatment effects
Read more →2020 · Abstract/Manuscript · University of North Carolina at Chapel Hill
Who are we missing? Underrepresentation of data sources used for pharmacoepidemiology research in the United States
Read more →2020 · Oral Presentation · No · Methods/Pharmacoepi
Real world treatment patterns following the initiation of proprotein convertase subtilisin/kexin type 9 antibody inhibitors among adults in the United States, 2015-2019
Read more →2020 · Oral Presentation · University of North Carolina at Chapel Hill · Methods/Pharmacoepi
Estimating the Effect of Depression on HIV Transmission Risk Behaviors Among People Who Inject Drugs in Vietnam: A Causal Approach
Read more →2020 · Oral Presentation · University of North Carolina at Chapel Hill · Methods/Pharmacoepi
G-computation for policy-relevant effects of interventions on time-to-event outcomes
Read more →2019 · Oral Presentation · University of North Carolina at Chapel Hill · Methods/Pharmacoepi
Using Instrumental Variables to Address Bias from Unobserved Confounders
Read more →2019 · Oral Presentation · University of North Carolina at Chapel Hill · Methods/Pharmacoepi
Commentary: Compositional data call for complex interventions
Read more →2019 · Oral Presentation · University of North Carolina at Chapel Hill · Methods/Pharmacoepi
Using Bounds to Compare the Strength of Exchangeability Assumptions for Internal and External Validity
Read more →2019 · Oral Presentation · University of North Carolina at Chapel Hill · Methods/Pharmacoepi
Informative censoring by health plan disenrollment among commercially insured adults
Read more →2019 · Oral Presentation · University of North Carolina at Chapel Hill · Methods/Pharmacoepi
Nonparametric Bounds for the Risk Function
Read more →2018 · Oral Presentation · No · Methods/Pharmacoepi
Performance of machine learning algorithms for hysterectomy risk prediction among women with endometriosis in the United States
Read more →2018 · Oral Presentation · University of North Carolina at Chapel Hill · Methods/Pharmacoepi
A Practical Example Demonstrating the Utility of Single-world Intervention Graphs
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