Moderators of the effect of therapeutic exercise for knee and hip osteoarthritis: a systematic review and individual participant data meta-analysis

MA Holden, M Hattle, J Runhaar, RD Riley… - The Lancet …, 2023 - thelancet.com
Background Many international clinical guidelines recommend therapeutic exercise as a
core treatment for knee and hip osteoarthritis. We aimed to identify individual patient-level …

Dealing with effect size multiplicity in systematic reviews and meta‐analyses

JA López‐López, MJ Page, MW Lipsey… - Research synthesis …, 2018 - Wiley Online Library
Systematic reviews often encounter primary studies that report multiple effect sizes based on
data from the same participants. These have the potential to introduce statistical …

Carotid intima-media thickness progression as surrogate marker for cardiovascular risk: meta-analysis of 119 clinical trials involving 100 667 patients

P Willeit, L Tschiderer, E Allara, K Reuber… - Circulation, 2020 - ahajournals.org
Background: To quantify the association between effects of interventions on carotid intima-
media thickness (cIMT) progression and their effects on cardiovascular disease (CVD) risk …

Meta‐analysis using individual participant data: one‐stage and two‐stage approaches, and why they may differ

DL Burke, J Ensor, RD Riley - Statistics in medicine, 2017 - Wiley Online Library
Meta‐analysis using individual participant data (IPD) obtains and synthesises the raw,
participant‐level data from a set of relevant studies. The IPD approach is becoming an …

Crowdsourcing hypothesis tests: Making transparent how design choices shape research results.

JF Landy, ML Jia, IL Ding, D Viganola… - Psychological …, 2020 - psycnet.apa.org
To what extent are research results influenced by subjective decisions that scientists make
as they design studies? Fifteen research teams independently designed studies to answer …

Multivariate and network meta-analysis of multiple outcomes and multiple treatments: rationale, concepts, and examples

RD Riley, D Jackson, G Salanti, DL Burke, M Price… - bmj, 2017 - bmj.com
Organisations such as the National Institute for Health and Care Excellence require the
synthesis of evidence from existing studies to inform their decisions—for example, about the …

Nonindependence and sensitivity analyses in ecological and evolutionary meta‐analyses

DWA Noble, M Lagisz, RE O'dea, S Nakagawa - 2017 - Wiley Online Library
Meta‐analysis is an important tool for synthesizing research on a variety of topics in ecology
and evolution, including molecular ecology, but can be susceptible to nonindependence …

Individual participant data meta‐analysis to examine interactions between treatment effect and participant‐level covariates: statistical recommendations for conduct …

RD Riley, TPA Debray, D Fisher, M Hattle… - Statistics in …, 2020 - Wiley Online Library
Precision medicine research often searches for treatment‐covariate interactions, which
refers to when a treatment effect (eg, measured as a mean difference, odds ratio, hazard …

Individual participant data (IPD) meta-analyses of randomised controlled trials: guidance on their use

JF Tierney, C Vale, R Riley, CT Smith, L Stewart… - PLoS …, 2015 - journals.plos.org
Individual Participant Data (IPD) Meta-analyses of Randomised Controlled Trials: Guidance on
Their Use | PLOS Medicine Skip to main content Advertisement PLOS Medicine Browse Current …

Individual participant data meta‐analysis of intervention studies with time‐to‐event outcomes: a review of the methodology and an applied example

VMT de Jong, KGM Moons, RD Riley… - Research synthesis …, 2020 - Wiley Online Library
Many randomized trials evaluate an intervention effect on time‐to‐event outcomes.
Individual participant data (IPD) from such trials can be obtained and combined in a so …