Latent semantic analysis: a new method to measure prose recall.
The aim of this study was to compare traditional methods of scoring the Logical Memory test of the Wechsler Memory Scale-III with a new method based on Latent Semantic Analysis (LSA). LSA represents texts as vectors in a high-dimensional semantic space and the similarity of any two texts is measured by the cosine of the angle between their respective vectors. The Logical Memory test was administered to a sample of 72 elderly individuals, 14 of whom were classified as cognitively impaired by the Mini-Mental State Examination (MMSE). The results showed that LSA was at least as valid and sensitive as traditional measures. Partial correlations between prose recall measures and measures of cognitive function indicated that LSA explained all the relationship between Logical Memory and general cognitive function. This suggests that LSA may serve as an improved measure of prose recall.
Dunn
John C
JC
Department of Psychiatry and Behavioural Science, University of Western Australia, Nedlands, WA, Australia. jdunn@cyllene.uwa.edu.au
Almeida
Osvaldo P
OP
Barclay
Lee
L
Waterreus
Anna
A
Flicker
Leon
L
D000368:Aged; D000369:Aged, 80 and over; D001288:Attention; D003072:Cognition Disorders / Q000175:diagnosis* / Q000523:psychology; D005260:Female; D006801:Humans; D008297:Male; D008568:Memory / Q000502:physiology*; D011939:Mental Recall / Q000502:physiology; D009484:Neuropsychology / Q000379:methods*; D011594:Psychometrics; D012660:Semantics; D012680:Sensitivity and Specificity