Login / Signup

The classification accuracy of Warrington's recognition memory test (words) as a performance validity Test in a neurorehabilitation setting.

Jenna ParsonsRoger Nelson RodriguesLaszlo A Erdodi
Published in: Applied neuropsychology. Adult (2024)
This study was designed to evaluate the classification accuracy of the Warrington's Recognition Memory Test (RMT) in 167 patients (97 or 58.1% men; M Age = 40.4; M Education = 13.8) medically referred for neuropsychological evaluation against five psychometrically defined criterion groups. At the optimal cutoff (≤42), the RMT produced an acceptable combination of sensitivity (.36-.60) and specificity (.85-.95), correctly classifying 68.4-83.3% of the sample. Making the cutoff more conservative (≤41) improved specificity (.88-.95) at the expense of sensitivity (.30-.60). Lowering the cutoff to ≤40 achieved uniformly high specificity (.91-.95) but diminished sensitivity (.27-.48). RMT scores were unrelated to lateral dominance, education, or gender. The RMT was sensitive to a three-way classification of performance validity ( Pass/Borderline/Fail ), further demonstrating its discriminant power. Despite a notable decline in research studies focused on its classification accuracy within the last decade, the RMT remains an effective free-standing PVT that is robust to demographic variables. Relatively low sensitivity is its main liability. Further research is needed on its cross-cultural validity (sensitivity to limited English proficiency).
Keyphrases
  • machine learning
  • deep learning
  • healthcare
  • end stage renal disease
  • working memory
  • ejection fraction
  • mental health
  • peritoneal dialysis
  • structural basis