Dictionary

The Dictionary provides concise definitions of health economics terms, arranged alphabetically for quick reference. Use it to understand unfamiliar terminology or confirm the meaning of a specific term.

33 terms matching “Meta-Analysis”

A

Aggregate Data Meta-AnalysisAD Meta-Analysis, Summary Data Meta-Analysis
A technique combining summary results, such as reported means or event rates, from multiple studies into a single pooled estimate.

B

Bayesian Meta-AnalysisBayesian Evidence Synthesis, Bayesian Pooling
An approach combining evidence across studies using Bayesian methods, formally incorporating prior information to produce a posterior effect estimate distribution.
Begg TestBegg Rank Correlation Test, Begg and Mazumdar Test
A statistical test for detecting publication bias in a meta-analysis, based on the rank correlation between effect size and its variance.

C

Comparative EvidenceRelative-Effect Evidence, Comparative Effect Data
Data comparing the relative effects of two or more interventions, whether from a direct head-to-head trial or indirect network meta-analysis.
ConsistencyDirect-Indirect Agreement, Network Coherence
Within network meta-analysis, the property that direct and indirect evidence for the same treatment pair agree with one another.
Copas ModelCopas Selection Model, Publication Bias Model
A statistical model adjusting a meta-analysis result for potential publication bias by modelling how publication likelihood depends on results.

D

Direct EvidenceWithin-Trial Comparative Evidence, Direct Trial Evidence
Within network meta-analysis, evidence comparing two treatments from trials in which those treatments were directly compared, unlike indirect evidence.

F

Fixed Effect ModelCommon-Effect Model, Fixed-Effect Meta-Analysis
A meta-analysis model assuming all included studies estimate the same true effect, with observed variation attributed entirely to sampling error.
Forest PlotForest Diagram, Blobbogram
A graphical display presenting each study's estimate and confidence interval alongside a meta-analysis's overall pooled result, typically as horizontal lines and a diamond.
Frequentist Meta-AnalysisClassical Meta-Analysis, Frequentist Evidence Synthesis
An approach combining evidence using classical frequentist methods, producing a point estimate and confidence interval without formally incorporating prior beliefs.

I

I-SquaredI2 Statistic, Higgins I2
A statistic quantifying the percentage of total variation across studies in a meta-analysis attributable to genuine heterogeneity rather than chance.
InconsistencyDirect-Indirect Discrepancy, Evidence Discordance
Within network meta-analysis, a discrepancy between direct and indirect evidence for the same comparison, indicating the two sources disagree.
Indirect EvidenceIndirect NMA Evidence, Chained Evidence
Within network meta-analysis, evidence comparing two treatments derived through a chain of comparisons via a common comparator, not from direct trials.
Individual Patient Data Meta-AnalysisIPD Meta-Analysis, IPD-MA, Individual Participant Data Meta-Analysis, Participant-Level Meta-Analysis, Patient-Level Meta-Analysis
Individual patient data meta-analysis systematically obtains, checks, and jointly synthesises participant-level records from eligible studies to estimate effects and investigate variation across studies or patients.
Individual Patient Meta-Analysis
An evidence synthesis approach combining original patient-level records from multiple studies into one unified dataset, rather than only summary statistics.

L

League Table
A table from a network meta-analysis displaying every treatment's estimated relative effect against every other treatment, organised for pairwise lookup.

M

Meta-AnalysisEffect-Size Pooling, Pooled Analysis
Meta-analysis statistically combines effect estimates from multiple studies addressing a sufficiently similar question.
Multivariate Meta-AnalysisMVMA, Joint Meta-Analysis
A meta-analysis method jointly analysing two or more related outcomes simultaneously, accounting for the correlation between them.

N

Network GeometryNetwork Shape, Evidence Network Structure
The overall structure and pattern of connections formed by trials in a network meta-analysis, showing which treatments were compared directly.
Network Meta-AnalysisNMA, Multiple-Treatments Meta-Analysis, Mixed Treatment Comparison, MTC
Network meta-analysis, or NMA, compares three or more interventions by combining direct evidence from head-to-head studies with indirect evidence connected through common comparators.
Network Meta-Analysis HTANMA in HTA, NMA for Reimbursement
The application of network meta-analysis specifically within health technology assessment, generating comparative effectiveness estimates when treatments were never studied together.
Node-SplittingNode-Split Model, Inconsistency Check
A technique testing for inconsistency in a network meta-analysis by separately estimating direct and indirect evidence for one comparison and comparing them.

O

One-Stage Meta-AnalysisOne-Step Meta-Analysis, IPD One-Stage Model
An individual patient data meta-analysis analysing combined patient-level data from all studies within a single unified statistical model.

P

P-ScoreFrequentist SUCRA, Frequentist Ranking Probability
A frequentist network meta-analysis measure ranking treatments by the extent one is expected to outperform every other treatment in the network.
Pairwise Meta-AnalysisStandard Meta-Analysis, Direct Meta-Analysis
A meta-analysis combining evidence comparing exactly two treatments, unlike a network meta-analysis synthesising evidence across three or more.

S

Sensitivity SynthesisSensitivity Meta-Analysis, Leave-One-Out Analysis
A supplementary meta-analysis testing how pooled results change when specific studies are excluded or alternative models or criteria are applied.
Small Study EffectsSmall-Study Bias, Small Trial Effect
A pattern in meta-analysis where smaller studies tend to report systematically larger treatment effects than larger studies, possibly reflecting publication bias.
SUCRASurface Under the Cumulative Ranking Curve, Cumulative Ranking Probability
An abbreviation for the surface under the cumulative ranking curve, ranking treatments in a Bayesian network meta-analysis by probability of being most effective.

T

Tau-SquaredHeterogeneity Variance, Between-Study Variance
A statistical parameter representing the estimated variance of the true treatment effect across studies in a random effects meta-analysis.
Transitivity
A key network meta-analysis assumption that treatments compared indirectly are similar enough in relevant characteristics for the comparison to be valid.
Treatment Network
The complete set of treatments and connecting trials forming the basis for a network meta-analysis, typically shown as nodes and connecting lines.
Treatment Ranking
The ordering of treatments in a network meta-analysis by estimated relative effectiveness, often summarised using measures such as SUCRA or P-scores.
Two-Stage Meta-AnalysisTwo-Step Meta-Analysis, Aggregate-Then-Pool Analysis
An individual patient data meta-analysis first analysing each study separately, then combining the resulting study-level estimates using standard methods.