Retrospective psychometrics and effect heterogeneity in integrated data analysis: Commentary on the special issue

GW Howe, CH Brown - Prevention Science, 2023 - Springer
The current special issue of Prevention Science indicates that momentum in using individual
participant data (IPD) and integrative data analysis (IDA) to combine and synthesize findings …

A latent variable approach to jointly modeling longitudinal and cumulative event data using a weighted two‐stage method

MR Abbott, I Nahum‐Shani, CY Lam… - Statistics in …, 2024 - Wiley Online Library
Ecological momentary assessment (EMA), a data collection method commonly employed in
mHealth studies, allows for repeated real‐time sampling of individuals' psychological …

Advancing Intervention and Prevention Research for Behavioral Health Problems Through Data Synthesis

JL Pearson, BE Sims - Prevention Science, 2023 - Springer
This commentary on the special issue,“Innovations and Applications of Integrative Data
Analysis (IDA) and Related Data Harmonization Procedures in Prevention Science” …

Joint Longitudinal and Survival Models for Intensive Longitudinal Data from Mobile Health Studies

M Abbott - 2024 - deepblue.lib.umich.edu
Mobile health (mHealth) technology enables the collection of intensive longitudinal data
(ILD) and, as a result, serves as a rich source of information on both the short-term and long …