The Adequacy of Repeated-Measures Regression for Multilevel Research : Comparisons With Repeated-Measures ANOVA, and Multilevel Modeling Across Various Multilevel Research Designs  

Oleh:

Misangyi, Vilmos F. ; LePine, Jeffrey A. ; Goeddeke, Francis, (Jr.)

Jenis: Article from Journal - ilmiah internasional
Dalam koleksi: Organizational Research Methods vol. 9 no. 1 (Jan. 2006), page 5-28.
Topik: RESEARCH; repeated - measures regression; ANOVA; MANOVA; multilevel modeling; multilevel research
Fulltext: 5.pdf (170.14KB)

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Perpustakaan Pusat (Semanggi) Nomor Panggil: OO3.7 Non-tandon: 1 (dapat dipinjam: 0) Tandon: tidak ada

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Isi artikel

The authors assess the suitability of repeated - measures regression (RMR) to analyze multilevel data in four popular multilevel research designs by comparing results of RMR analyses to results of analyses using techniques known to produce correct results in these designs. The findings inidicate that RMR may be suitable for only a small number of situations and that repeated - measures ANOVA, multivariate repeated measures ANOVA, and multilevel modeling may be better suited to analyze multilevel data under most circumstances. The authors conclude by offering recommendations regarding the appropriateness of different techniques given the different research designs.

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