The use of repeated measures analysis of variance for plaque and gingival indices
- 1 March 1989
- journal article
- research article
- Published by Wiley in Journal of Clinical Periodontology
- Vol. 16 (3) , 156-163
- https://doi.org/10.1111/j.1600-051x.1989.tb01633.x
Abstract
Clinical trials for anti-gingivitis and anti-plaque agents commonly use the mean of Silness and Loe plaque indices and Loe and Silness gingival indices as response variables. The aim of this report is to determine if data from anti-plaque and anti-gingivitis clinical trials using Silness and Loe plaque indices and Loe and Silness gingival indices satisfy conditions necessary for the use of the univariate or multivariate approach to repeated measures. These conditions are multivariate normality, homogeneity of variance-covariance matrices, and for the univariate approach, a type-H variance-covariance matrix. Data from 5 separate clinical trials representing a wide range in sample size, pretreatment mean gingival and plaque indices and treatment effects were used to test these conditions. Either the univariate or multivariate approach to repeated measures was found to be appropriate for both responses of the 5 clinical trials. Thus, means of Silness and Loe and Loe and Silness gingival indices meet the necessary conditions for use of either the univariate and/or multivariate approach to repeated meausres. However, significant time-treatment interactions are a common occurrence in these types of clinical trials and must be evaluated carefully. The analyses in this study were carried out using SAS. Other mainframe statistical software packages and many micro-computer statistical packages have routines to analyze repeated measures experiments with analysis of variance methods. However, some of the packages may omit the multivariate approach to repeated measures or may not include interactions between within-subject and between-subject effects. These packages should be used with caution.Keywords
This publication has 13 references indexed in Scilit:
- Adhesion of Resins to Ag-Pd Alloys by Means of the Silicoating TechniqueJournal of Dental Research, 1987
- Blus Residuals in Multivariate Linear ModelsPublished by Springer Nature ,1987
- Statistical transformations of indices of gingivitis measured non‐invasivelyJournal of Clinical Periodontology, 1985
- Estimation of the Box Correction for Degrees of Freedom from Sample Data in Randomized Block and Split-Plot DesignsJournal of Educational Statistics, 1976
- Techniques for the analysis of repeat measurementsJournal of Periodontal Research, 1974
- Conditions under Which Mean Square Ratios in Repeated Measurements Designs Have Exact F-DistributionsJournal of the American Statistical Association, 1970
- Experimental Gingivitis in ManThe Journal of Periodontology, 1965
- Periodontal Disease in Pregnancy I. Prevalence and SeverityActa Odontologica Scandinavica, 1963
- On Methods in the Analysis of Profile DataPsychometrika, 1959
- Indices for Prevalence and Incidence of Periodontal DiseaseThe Journal of Periodontology, 1959