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• W2914976424 abstract "Meta-analysis is the statistical methodology that has been developed in order to summarize and compare results across studies. It consists of a large battery of tools where the individual study is the experimental unit. This chapter focuses mainly on the statistical tools, and also discusses other aspects of a systematic review. The chapter discusses the steps needed to conduct a systematic review with meta-analysis. These steps include: formulation of the research question and definition of inclusion/exclusion criteria; identification of relevant studies; data extraction; obtaining a common summary estimate; measuring and investigation of heterogeneity; other statistical issues; and presentation and interpretation of results. The chapter explains two different models to estimate the pooled effect: fixed-effect models and random-effect models. A careful examination of the data at hand and a clear understanding of the strengths and pitfalls of the statistical analysis are essential in order to interpret results in a meaningful way. Controlled Vocabulary Terms heterogeneity; meta-analysis; statistical analysis" @default.
• W2914976424 created "2019-02-21" @default.
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• W2914976424 date "2012-07-30" @default.
• W2914976424 modified "2023-10-15" @default.
• W2914976424 title "Meta‐Analysis" @default.
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• W2914976424 doi "https://doi.org/10.1002/9781119940012.ch11" @default.
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