Fixed and Mixed Effects Models in Meta-Analysis

Spyros Konstantopoulos (spyros@msu.edu)
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Spyros Konstantopoulos: Michigan State University

No 2198, IZA Discussion Papers from Institute of Labor Economics (IZA)

Abstract: The last three decades the accumulation of quantitative research evidence has led to the development of systematic methods for combining information across samples of related studies. Although a few methods have been described for accumulating research evidence over time, meta-analysis is widely considered as the most appropriate statistical method for combining evidence across studies. This study reviews fixed and mixed effects models for univariate and multivariate meta-analysis. In addition, the study discusses specialized software that facilitates the statistical analysis of meta-analytic data.

Keywords: meta-analysis; multivariate analysis; mixed models (search for similar items in EconPapers)
JEL-codes: C02 (search for similar items in EconPapers)
Pages: 41 pages
Date: 2006-07
New Economics Papers: this item is included in nep-ecm and nep-lab
References: View complete reference list from CitEc
Citations: View citations in EconPapers (20)

Published - published in: J. Osborne (ed.), Best Practices in Quantitative Methods. Sage, 2007

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