Considerations in the statistical analysis of clinical trials in periodontitis.
Adult periodontitis has been described as a chronic infectious process exhibiting sporadic, acute exacerbations which cause quantal, localized losses of dental attachment. Many analytic problems of periodontal trials are similar to those of other chronic diseases. However, the episodic, localized, infrequent, and relatively unpredictable behavior of exacerbations, coupled with measurement error difficulties, cause some specific problems. Considerable controversy exists as to the proper selection and treatment of multiple site data from the same patient for group comparisons for epidemiologic or therapeutic evaluative purposes. This paper comments, with varying degrees of emphasis, on several issues pertinent to the analysis of periodontal trials. Considerable attention is given to the ways in which measurement variability may distort analytic results. Statistical treatments of multiple site data for descriptive summaries are distinguished from treatments for formal statistical inference to validate therapeutic effects. Evidence suggesting that sites behave independently is contested. For inferential analyses directed at therapeutic or preventive effects, analytic models based on site independence are deemed unsatisfactory. Methods of summarization that may yield more powerful analyses than all-site mean scores, while retaining appropriate treatment of inter-site associations, are suggested. Brief comments and opinions on an assortment of other issues in clinical trial analysis are preferred.
D000704:Analysis of Variance; D002986:Clinical Trials as Topic; D004812:Epidemiologic Methods; D004846:Epithelial Attachment / Q000473:pathology; D006801:Humans; D008954:Models, Biological; D010512:Periodontal Index; D010518:Periodontitis / Q000473:pathology / Q000503:physiopathology / Q000628:therapy*; D011897:Random Allocation; D012107:Research Design; D013223:Statistics as Topic