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ERIC Number: ED567220
Record Type: Non-Journal
Publication Date: 2016
Pages: 8
Abstractor: ERIC
Reference Count: 14
ISBN: N/A
ISSN: N/A
Coherent Power Analysis in Multi-Level Studies Using Design Parameters from Surveys
Rhoads, Christopher
Society for Research on Educational Effectiveness
Current practice for conducting power analyses in hierarchical trials using survey based ICC and effect size estimates may be misestimating power because ICCs are not being adjusted to account for treatment effect heterogeneity. Results presented in Table 1 show that the necessary adjustments can be quite large or quite small. Furthermore, power estimates without adjusting the ICC could be either too large or too small, depending on the covariance of school specific treatment effects with control group school means. The paper illustrates the need for the field to obtain better empirical evidence about likely values of this parameter in order to conduct accurate power analyses. One table is appended.
Society for Research on Educational Effectiveness. 2040 Sheridan Road, Evanston, IL 60208. Tel: 202-495-0920; Fax: 202-640-4401; e-mail: inquiries@sree.org; Web site: http://www.sree.org
Publication Type: Reports - Research
Education Level: N/A
Audience: N/A
Language: English
Sponsor: N/A
Authoring Institution: Society for Research on Educational Effectiveness (SREE)