Advances in Meta-Analysis by Terri D. Pigott (auth.) PDF

By Terri D. Pigott (auth.)

ISBN-10: 1461422779

ISBN-13: 9781461422778

The topic of the booklet is complicated statistical analyses for quantitative examine synthesis (meta-analysis), and chosen useful concerns with regards to learn synthesis that aren't lined intimately within the many present introductory books on learn synthesis (or meta-analysis). complicated statistical concerns are bobbing up extra often because the basic examine that's summarized in quantitative syntheses itself turns into extra complicated, and as researchers who're engaging in meta-analyses turn into extra bold within the questions they want to deal with. additionally as researchers have received extra event in undertaking examine syntheses, a number of key concerns have continued and now look basic to the firm of summarizing research.

Specifically the ebook describes multivariate analyses for numerous indices normal in meta-analysis (e.g., correlations, impact sizes, proportions and/or odds ratios), will define the right way to do energy research for meta-analysis (again for every of the several varieties of examine end result indices), and examines matters round examine caliber and examine layout and their roles in synthesis. for every of the statistical themes we'll learn different attainable statistical types (i.e., fastened, random, and combined types) which may be followed by means of a researcher. In facing the problems of analysis caliber and examine layout it covers a few particular themes which are of huge main issue to investigate synthesists. in lots of fields a present factor is the right way to make experience of effects whilst reviews utilizing a number of assorted designs seem in a learn literature (e.g., Morris & Deshon, 1997, 2002). In schooling and different social sciences a serious element of this factor is how one may possibly contain qualitative (e.g., case research) study inside a synthesis. In drugs, similar concerns crisis no matter if and the way to summarize observational stories, and whether or not they might be mixed with randomized managed trials (or whether they need to be mixed at all).

For every one subject, incorporated is a labored instance (e.g., for the statistical analyses) and/or an in depth description of a broadcast learn synthesis that bargains with the sensible (non-statistical) matters lined.

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Baker, D. Francis, and P. Tugwell. 2011. Using logic models to capture complexity in systematic reviews. Research Synthesis Methods 2: 33–42. H. Van IJzendoorn, A. J. Bakermans-Kranenburg. 2010. Surviving the Holocaust: A meta-analysis of the long-term sequelae of a genocide. Psychological Bulletin 136(5): 677–698. V. T. R. Rothstein. 2009. Introduction to metaanalysis. Chicester: Wiley. Cochrane Information Management System. 2011. 1. Oxford, UK: Cochrane Collaboration. Comprehensive Meta-Analysis Version 2.

This information could help a reviewer to compute the size of an effect that will be able to be detected with a particular power. 2. Given knowledge of the within-study information (typical sample sizes and effect size variances), the reviewer can use guesses about two of the three quantities at the level of the synthesis for a fixed effects model to solve for the third one. Before illustrating this process, I review the overall test for the mean effect size under the fixed effects model below.

8% 11 4 18 100% 100% 100% Example In the Sirin (2005) study, the results of a number of one-way ANOVA models are reported. 3, I present a subset of the Sirin studies, examining the mean effect size for groups defined by type of achievement measure and by type of SES measure. These studies are only a subset of those from the paper, and do not necessarily reflect the results of the original analysis; they are here for illustration purposes only. Since the between-group QB test is significant for both achievement and SES measures, we can state that there is at least one effect size within each grouping that is not equal to the other means.

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