Results 11 to 20 of about 32,743,025 (287)
Multivariate meta‐analysis using individual participant data [PDF]
When combining results across related studies, a multivariate meta-analysis allows the joint synthesis of correlated effect estimates from multiple outcomes. Joint synthesis can improve efficiency over separate univariate syntheses, may reduce selective outcome reporting biases, and enables joint inferences across the outcomes.
Riley, R. D. +7 more
openaire +4 more sources
Challenges In Performing An Individual Participant–level Data Meta-analysis [PDF]
Individual participant-data meta-analysis (IPDMA) uses data at the participant level to synthesize evidence on clinical decision-making. We discuss the differences from aggregate-data meta-analysis and the advantages and challenges of IPDMA. IPDMA provides an opportunity to study effect modifiers at the participant level and can reduce bias in ...
Henk, van der Worp +2 more
openaire +3 more sources
Estimating individualized treatment effects using an individual participant data meta-analysis
Background One key aspect of personalized medicine is to identify individuals who benefit from an intervention. Some approaches have been developed to estimate individualized treatment effects (ITE) with a single randomized control trial (RCT) or ...
Florie Bouvier +5 more
doaj +4 more sources
Malaria, malnutrition, and birthweight: A meta-analysis using individual participant data. [PDF]
BackgroundFour studies previously indicated that the effect of malaria infection during pregnancy on the risk of low birthweight (LBW;
Jordan E Cates +35 more
doaj +8 more sources
Background: Parental post-traumatic stress disorder (PTSD) symptoms are associated with heightened parenting stress, but it is unknown whether this relation depends on the timing (childhood or adulthood) and type of trauma (interpersonal or non ...
Laurien Meijer +20 more
doaj +5 more sources
Intent to share individual participant data of Indian clinical trials
Ronak Borana +4 more
doaj +3 more sources
Individual participant data meta-analysis tips and tricks: troubleshooting commonly encountered issues of contacting trialists for individual participant data. [PDF]
Objective: We present a framework to guide researchers in contacting and retrieving trial data from trialists. This framework serves 2 purposes: i) to provide a consistent and transparent approach for contacting authors, and ii) to describe how to record clearly all contact attempts and to identify trialists who
Flanagan M +6 more
europepmc +3 more sources
Abstract Increasing integrity concerns in medical research have prompted the development of tools to detect untrustworthy studies. Existing tools primarily assess published aggregate data (AD), though scrutiny of individual participant data (IPD) is often required to detect trustworthiness ...
KE Hunter +12 more
openaire +2 more sources
An Introduction to Individual Participant Data Meta-analysis
Meta-analysis using individual participant data (IPD-MA) from randomized controlled trials (RCTs) can strengthen evidence used for decision making and is considered the "gold standard" approach. In this study, we present the importance, properties, and main approaches of conducting an IPD-MA. We exemplify the main approaches of conducting an IPD-MA and
Areti Angeliki Veroniki +4 more
openaire +3 more sources
Research Note: Individual participant data (IPD) meta-analysis [PDF]
'Editorial Material'
Jill A Hayden, Richard D Riley
openaire +2 more sources

