Peer reviewedERIC Number: EJ698822
Record Type: Journal
Publication Date: 2005-Mar-22
Pages: 12
Abstractor: Author
Reference Count: 0
ISBN: N/A
ISSN: ISSN-0013-1172
Teaching the Mixed Model Design: A Flowchart to Facilitate Understanding.
Mills, Jamie D.
Education, v125 n3 p426 Spr 2005
The Mixed Model (MM) design, sometimes known as a Split-Plot design, is very popular in educational research. This model can be used to examine the effects of several independent variables on a dependent variable and it offers a more powerful alternative to the completely randomized design. The MM design considers both a between-subjects factor, which involves levels of independent groups while the within-subjects factor considers a repeated measures factor with 2 or more levels. The analyses (and subsequent interpretation) of the MM design can be quite perplexing, considering the increasing statistical assumptions associated with a more complex design as well as the possibility of analyzing and interpreting interaction effects. As a teacher of ANOVA designs, my graduate students are often unsure of the 'next step'. The purpose of this paper is to discuss the univariate approach to analyzing a two-factor MM model design (n=1 observation per cell), report and interpret the data within the context of an example using SPSS, and provide a flowchart for students to utilize as a helpful guide. References for alternative methods for analyzing the MM design are also provided.
Descriptors: Teaching Methods, Methods, Interaction, Graduate Students, Educational Research, Statistical Analysis, Research Design
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Publication Type: Journal Articles
Education Level: N/A
Audience: N/A
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Authoring Institution: N/A
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