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Identifying Feigned Cognitive Impairment: Investigating the Utility of Diffusion Model Analyses
Elad Omer1, Tomer Elbaum1, Yoram Braw1
1Ariel University, Ariel, Israel.
Assessment
|September 29, 2020
Summary
The drift diffusion model can distinguish between genuine and feigned cognitive impairment using performance validity tests. Drift rate was the best indicator of group differences in a Word Memory Test study.
Area of Science:
- Cognitive Psychology
- Neuropsychology
- Forensic Psychology
Background:
- Forced-choice performance validity tests are crucial for detecting feigned cognitive impairment.
- The drift diffusion model analyzes speed-accuracy trade-offs to understand cognitive processes.
- No prior research has applied the drift diffusion model to a well-established forced-choice performance validity test.
Purpose of the Study:
- To investigate the utility of the drift diffusion model in differentiating between genuine and simulated cognitive impairment.
- To analyze cognitive processes underlying performance on the Word Memory Test using the EZ-diffusion model.
Main Methods:
- Archival data from 198 healthy participants were analyzed.
- Participants either simulated cognitive impairment or performed the Word Memory Test optimally.
- The EZ-diffusion model was used to assess drift diffusion model parameters.
Main Results:
- Significant differences were observed in all three drift diffusion model parameters between the groups.
- Drift rate emerged as the most effective parameter in predicting group membership.
- This indicates distinct cognitive processes between genuine and feigned impairment.
Conclusions:
- The drift diffusion model offers valuable insights into the cognitive mechanisms of feigned cognitive impairment.
- Drift rate is a promising indicator for detecting malingering in performance validity testing.
- Further research is warranted to validate and expand upon these findings.
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