A REGRESSION METHOD FOR ANALYZING ORDINAL DATA FROM INTERVENTION TRIALS

Citation
Dj. Schnell et al., A REGRESSION METHOD FOR ANALYZING ORDINAL DATA FROM INTERVENTION TRIALS, Statistics in medicine, 14(11), 1995, pp. 1177-1189
Citations number
13
Categorie Soggetti
Statistic & Probability","Medicine, Research & Experimental","Public, Environmental & Occupation Heath","Statistic & Probability
Journal title
ISSN journal
02776715
Volume
14
Issue
11
Year of publication
1995
Pages
1177 - 1189
Database
ISI
SICI code
0277-6715(1995)14:11<1177:ARMFAO>2.0.ZU;2-V
Abstract
We consider the case of a community intervention trial evaluated with a series of cross-sectional surveys and having outcomes measured on an ordinal scale. We propose a modelling procedure that combines ridit a nalysis and linear regression methods. We use the multinomial distribu tion as the basis for variance estimation of the mean ridits and then use simple regression models to estimate differences (for example, bet ween intervention and comparison areas) among the ridits. We illustrat e this procedure with data from a community intervention trial promoti ng condom use, with the adoption of consistent condom use measured on a 5-point ordinal scale.