Intra-individual measures of association in neuropsychology: inferential methods for comparing a single case with a control or normative sample.
Performance on some neuropsychological tests is best expressed as an intra-individual measure of association (such as a parametric or non-parametric correlation coefficient or the slope of a regression line). Examples of the use of intra-individual measures of association (IIMAs) include the quantification of performance on tests designed to assess temporal order memory or the accuracy of time estimation. The present paper presents methods for comparing a patient's performance with a control or normative sample when performance is expressed as an IIMA. The methods test if there is a significant difference between a patient's IIMA and those obtained from controls, yield an estimate of the abnormality of the patient's IIMA, and provide confidence limits on the level of abnormality. The methods can be used with normative or control samples of any size and will therefore be of particular relevance to single-case researchers. A method for comparing the difference between a patient's scores on two measures with the differences observed in controls is also described (one or both measures can be IIMAs). All the methods require only summary statistics (rather than the raw data from the normative or control sample); it is hoped that this feature will encourage the development of norms for tasks that use IIMAs to quantify performance. Worked examples of the statistical methods are provided using data from a clinical case and controls. A computer program (for PCs) that implements the methods is described and made available.
Crawford
John R
JR
Department of Psychology, King's College, University of Aberdeen, Aberdeen, UK. j.crawford@abdn.ac.uk
Garthwaite
Paul H
PH
Howell
David C
DC
Venneri
Annalena
A
D000328:Adult; D016001:Confidence Intervals; D003627:Data Interpretation, Statistical; D004213:Dissociative Disorders / Q000503:physiopathology; D005260:Female; D005625:Frontal Lobe / Q000293:injuries; D006801:Humans; D009483:Neuropsychological Tests / Q000706:statistics & numerical data*; D011594:Psychometrics; D012016:Reference Values; D012044:Regression Analysis; D015203:Reproducibility of Results; D012107:Research Design; D012680:Sensitivity and Specificity; D014894:Weights and Measures