Integrating Patient Engagement into Clinical Pharmacology and Pharmacometrics: Bringing the Patient Voice into Data‐Driven Science

Patient engagement (PE) refers to the active partnership between researchers and patients throughout the research process. Here, we introduce a novel framework that embeds PE directly into quantitative modeling workflows, including model scoping and question framing, covariate selection, dose and regimen optimization, and interpretation of model outputs. Practical approaches such as feedback sessions and "data parties" demonstrate how integrating PE can systematically inform modeling decisions and ensure analyses remain patient-centered.

Authors

Institutions

Publication Details

Journal
Clinical Pharmacology & Therapeutics
Published
2026-02-26
DOI
https://doi.org/10.1002/cpt.70251
Primary Topic
Advanced Causal Inference Techniques
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Integrating Patient Engagement into Clinical Pharmacology and Pharmacometrics: Bringing the Patient Voice into Data‐Driven Science

Cynthia J. Musante, Benyam Muluneh, Simone C. Frank, Jiawei Zhou et al.
Clinical Pharmacology & Therapeutics
Advanced Causal Inference Techniques
article

Integrating Patient Engagement into Clinical Pharmacology and Pharmacometrics: Bringing the Patient Voice into Data‐Driven Science

Cynthia J. Musante, Benyam Muluneh, Simone C. Frank, Jiawei Zhou, Stephanie B Wheeler
article en

Abstract

Patient engagement (PE) refers to the active partnership between researchers and patients throughout the research process. Here, we introduce a novel framework that embeds PE directly into quantitative modeling workflows, including model scoping and question framing, covariate selection, dose and regimen optimization, and interpretation of model outputs. Practical approaches such as feedback sessions and "data parties" demonstrate how integrating PE can systematically inform modeling decisions and ensure analyses remain patient-centered.

Clinical Pharmacology & Therapeutics
University of North Carolina at Chapel Hill (US), Pfizer (United States) (US)
Partnerships for the goals
Openalex Percentile: Top 43%
Advanced Causal Inference Techniques
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.