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Methodological issues of systematic reviews and meta-analyses in the field of sleep medicine: A meta-epidemiological study
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Elsevier
, 2021 , Article)
An increasing number of systematic reviews and meta-analyses (SRMAs) have been published in the field of sleep medicine. We evaluated the methodological issues of these SRMAs. A protocol was developed in advance. Three ...
Association between response rates and monetary incentives in sample study: a systematic review and meta-analysis.
(
BMJ Publishing Group
, 2020 , Article)
To investigate the effect of monetary incentive and the dose-response relationship of participants' response rates in surveys. Three databases were searched for randomised controlled trials (RCTs) that investigated the ...
Laplace approximation, penalized quasi-likelihood, and adaptive Gauss-Hermite quadrature for generalized linear mixed models: Towards meta-analysis of binary outcome with sparse data
(
BMC
, 2020 , Article)
© 2020 The Author(s). Background: In meta-analyses of a binary outcome, double zero events in some studies cause a critical methodology problem. The generalized linear mixed model (GLMM) has been proposed as a valid ...
Many meta-analyses of rare events in the Cochrane Database of Systematic Reviews were underpowered
(
Elsevier
, 2021 , Article)
Background and ObjectiveMeta-analysis is a statistical method with the ability to increase the power for statistical inference, while it may still face the problem of being underpowered. In this study, we investigated the ...
Arcsine-based transformations for meta-analysis of proportions: Pros, cons, and alternatives
(
Wiley Open Access
, 2020 , Article)
© 2020 The Authors. Health Science Reports published by Wiley Periodicals LLC. Meta-analyses have been increasingly used to synthesize proportions (eg, disease prevalence) from multiple studies in recent years. Arcsine-based ...
Protocols for meta-analysis of intervention safety seldom specified methods to deal with rare events
(
Elsevier
, 2020 , Article Review)
ObjectivesMeta-analyses of rare events often generate unstable results, and selective reporting of the results may mislead the health care decision. Developing a synthesis plan for rare events in protocol may help to ...
Utilization of the evidence from studies with no events in meta-analyses of adverse events: an empirical investigation
(
Springer
, 2021 , Article)
Zero-events studies frequently occur in systematic reviews of adverse events, which consist of an important source of evidence. We aimed to examine how evidence of zero-events studies was utilized in the meta-analyses of ...
Rapid evidence synthesis approach for limits on the search date: how rapid could it be?
(
John Wiley and Sons
, 2021 , Article)
Rapid reviews have been widely employed to support timely decision-making, and limiting the search date is the most popular approach in published rapid reviews. We assessed the accuracy and workload of search date limits ...
Empirical Comparisons of 12 Meta-analysis Methods for Synthesizing Proportions of Binary Outcomes
(
Springer
, 2021 , Article)
Background: Meta-analysis is increasingly used to synthesize proportions (e.g., disease prevalence). It can be implemented with widely used two-step methods or one-step methods, such as generalized linear mixed models ...
Synthesis of evidence from zero-events studies: A comparison of one-stage framework methods
(
John Wiley & Sons, Ltd
, 2021 , Article)
In evidence synthesis, dealing with zero-events studies is an important and complicated task that has generated broad discussion. Numerous methods provide valid solutions to synthesizing data from studies with zero-events, ...