Research Synthesis Methods

Papers
(The TQCC of Research Synthesis Methods is 8. The table below lists those papers that are above that threshold based on CrossRef citation counts [max. 250 papers]. The publications cover those that have been published in the past four years, i.e., from 2021-07-01 to 2025-07-01.)
ArticleCitations
Advice for improving the reproducibility of data extraction in meta‐analysis294
Reported methodological quality of medical systematic reviews: Development of an assessment tool (ReMarQ) and meta-research study253
An investigation of the impact of using contrast- and arm-synthesis models for network meta-analysis152
Facilitating open science practices for research syntheses: PreregRS guides preregistration119
Accuracy of conversion formula for effect sizes: A Monte Carlo simulation117
A mapping exercise using automated techniques to develop a search strategy to identify systematic review tools94
Towards the automatic risk of bias assessment on randomized controlled trials: A comparison of RobotReviewer and humans76
What are the best methods for rapid reviews of the research evidence? A systematic review of reviews and primary studies71
Including non‐English language articles in systematic reviews: A reflection on processes for identifying low‐cost sources of translation support65
Meta‐analyses of partial correlations are biased: Detection and solutions60
Assessment of key characteristics, methodology, and effect size measures used in meta‐analysis of human‐health‐related animal studies58
The age of abundant scholarly information and its synthesis– A time when ‘just google it’ is no longer enough51
Issue Information50
40
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CausalMetaR: An R package for performing causally interpretable meta-analyses36
Bias propagation in network meta‐analysis models30
Fast‐and‐frugal decision tree for the rapid critical appraisal of systematic reviews30
Retrieving Cochrane reviews is sometimes challenging and their reporting is not always optimal29
Bayesian meta‐analysis usingSAS PROC BGLIMM29
Exploring graphical approaches to assess the impact of an additional trial on a decision model via updated meta-analysis28
Capturing causal claims: A fine-tuned text mining model for extracting causal sentences from social science papers27
Methods for population adjustment with limited access to individual patient data: A review and simulation study26
Reporting of Cochrane systematic review protocols with network meta‐analyses—A scoping review23
Correct standard errors can bias meta‐analysis23
A comprehensive systematic review dataset is a rich resource for training and evaluation of AI systems for title and abstract screening23
Network meta analysis to predict the efficacy of an approved treatment in a new indication23
Synthesis of depression outcomes reported on different scales: A comparison of methods for modelling mean differences21
Data extraction for evidence synthesis using a large language model: A proof‐of‐concept study21
Selecting a specialized education database for literature reviews and evidence synthesis projects20
Calculating the power of a planned individual participant data meta‐analysis to examine prognostic factor effects for a binary outcome20
How to plan and manage an individual participant data meta‐analysis. An illustrative toolkit19
Issue Information19
Regarding approaches to simulating random‐effects19
Issue Information18
Sensitivity analysis for reporting bias on the time-dependent summary receiver operating characteristics curve in meta-analysis of prognosis studies with time-to-event outcomes18
Cumulative meta‐analysis: What works18
Bayesian Federated Inference for regression models based on non-shared medical center data18
Graphical tools for visualizing the results of network meta‐analysis of multicomponent interventions18
Validation of large language models (Llama 3 and ChatGPT-4o mini) for title and abstract screening in biomedical systematic reviews17
17
Bibliometric study of ‘overviews of systematic reviews’ of health interventions: Evaluation of prevalence, citation and journal impact factor16
Parametric G‐computation for compatible indirect treatment comparisons with limited individual patient data16
Impact of trial attrition rates on treatment effect estimates in chronic inflammatory diseases: A meta‐epidemiological study16
Double arcsine transform not appropriate for meta‐analysis16
Inclusive critical appraisal of qualitative and quantitative findings in evidence synthesis16
Evaluation of statistical methods used to meta‐analyse results from interrupted time series studies: A simulation study15
Using qualitative comparative analysis as a mixed methods synthesis in systematic mixed studies reviews: Guidance and a worked example15
Six ways to handle dependent effect sizes in meta-analytic structural equation modeling: Is there a gold standard?15
Population adjusted‐indirect comparisons in health technology assessment: A methodological systematic review15
Missingness mechanism messiness in meta‐analysis: A response to “The importance of plausible data‐generating mechanisms in simulation studies”15
Twenty years of network meta‐analysis: Continuing controversies and recent developments15
A semiparametric approach for meta‐analysis of diagnostic accuracy studies with multiple cut‐offs15
Critical appraisal tools used in systematic reviews of in vitro cell culture studies: A methodological study15
Causally interpretable meta‐analysis: Clearly defined causal effects and two case studies15
A practical guide to evaluating sensitivity of literature search strings for systematic reviews using relative recall15
RIMeta: An R shiny tool for estimating the reference interval from a meta‐analysis14
Issue Information13
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Tipping point analysis in network meta-analysis12
Issue Information12
Development of a search filter to retrieve reports of interrupted time series studies from MEDLINE and PubMed12
Crowdsourcing the identification of studies for COVID‐19‐related Cochrane Rapid Reviews11
A re‐analysis of about 60,000 sparse data meta‐analyses suggests that using an adequate method for pooling matters11
Appropriateness of conducting and reporting random‐effects meta‐analysis in oncology11
Pitfalls in choosing data examples for methodological work: Bayesian approaches to a fixed effects meta‐analysis of zinc lozenges for the common cold11
10
Combining meta‐analysis with multiple imputation for one‐step, privacy‐protecting estimation of causal treatment effects in multi‐site studies10
Response to Gusenbauer M, Haddaway NR “What every researcher should know about searching – Clarified concepts, search advice, and an agenda to improve finding in academia”10
Continuity corrections with Mantel–Haenszel estimators in Cochrane reviews10
Accuracy and precision of fixed and random effects in meta‐analyses of randomized control trials for continuous outcomes10
Issue Information10
Using systems perspectives in evidence synthesis: A methodological mapping review10
Commercial funding and estimated intervention effects in randomized clinical trials: Systematic review of meta‐epidemiological studies10
Reduce, reuse, recycle: Introducing MetaPipeX, a framework for analyses of multi‐lab data10
10
An evaluation of the performance of stopping rules in AI‐aided screening for psychological meta‐analytical research10
Rare events meta‐analysis using the Bayesian beta‐binomial model10
Rapid evidence synthesis approach for limits on the search date: How rapid could it be?9
Network meta‐analysis: Looping back9
A novel robust meta-analysis model using the t distribution for outlier accommodation and detection9
Methodological considerations for novel approaches to covariate‐adjusted indirect treatment comparisons9
Exploring methodological approaches used in network meta‐analysis of psychological interventions: A scoping review9
Searchsmart.org: Guiding researchers to the best databases and search systems for systematic reviews and beyond8
Reverse‐Bayes methods for evidence assessment and research synthesis8
Methods for using Bing's AI‐powered search engine for data extraction for a systematic review8
Estimating interactions and subgroup‐specific treatment effects in meta‐analysis without aggregation bias: A within‐trial framework8
Adjusting for misclassification of an exposure in an individual participant data meta‐analysis8
How should we handle predatory journals in evidence synthesis? A descriptive survey‐based cross‐sectional study of evidence synthesis experts8
Graphical Representation of Overlap for OVErviews: GROOVE tool8
Meta‐analyses of phase I dose‐finding studies: Application for the development of protein kinase inhibitors in oncology8
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