title: Assessment of relationships between site-specific variables.
abstract: The assessment of relationships between site-specific variables has been a matter of controversy because of the claim that periodontal sites within individuals can be used as independent observations in statistical models. One problem with this approach is the unreliability of the calculated Type I and Type II error rates. Another problem is that such inappropriate analysis may prohibit a correct assessment of causal relationships between site-specific variables. The host-factor can act as an effect modifier and modulate the magnitude of the site-specific effects and/or the host-factor can act as a confounder by superimposing a patient-effect on the studied site-specific effects leading to bias. As a result, site-specific biological mechanisms of disease progression may be misinterpreted. Sites can be used as the experimental unit of analysis, but the sampling design from which the site-specific data originated should not be ignored.
authors.affiliation: Department of Biostatistics, University of Michigan, Ann Arbor.
authors.forename: P P
authors.initials: PP
authors.lastname: Hujoel
authors.forename: W J
authors.initials: WJ
authors.lastname: Loesche
authors.forename: T A
authors.initials: TA
authors.lastname: DeRouen
mesh_terms: D015984:Causality; D015986:Confounding Factors, Epidemiologic; D006801:Humans; D015233:Models, Statistical; D016017:Odds Ratio; D010510:Periodontal Diseases / Q000453:epidemiology; D012307:Risk Factors; D012494:Sampling Studies; D013223:Statistics as Topic