Development and validation of the Malingering Discriminant Function Index for the MMPI-2
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Published on: April 23, 2014
Jason R Bacchiochi1, R Michael Bagby
1Centre for Addiction and Mental Health, University of Toronto, Canada.
Abstract:
The predictive capacity of the MMPI-2 (Butcher et al., 2001) "fake-bad" validity scales (F, FB, and FP) is diminished when respondents have knowledge (i.e., coached) about the operating characteristics of these scales. In this investigation, we endeavored to develop a MMPI-2 fake bad validity index that would be less vulnerable to validity-scale knowledge. Applying discriminant function procedures, we derived a set of weighted Clinical and Content scales that reliably distinguished large samples of validity-scale coached undergraduate research participants instructed to feign mental illness (n = 534) from psychiatric patient samples (n = 590). We subsequently validated this Malingering Discriminant Function Index (M-DFI) in independent samples of research participants (n = 230) and patients (n = 300) and showed relatively less attenuation in predictive capacity compared with F, FB, and FP across uncoached and validity scale coached feigning conditions.
Insights
This study introduces a new index to detect fake-bad responses on the MMPI-2, improving accuracy when individuals know how validity scales work. The Malingering Discriminant Function Index (M-DFI) is more robust than existing scales.
Area of Science:
- Psychological assessment
- Forensic psychology
- Clinical psychology
Background:
- The Minnesota Multiphasic Personality Inventory-2 (MMPI-2) fake-bad validity scales (F, FB, FP) can be compromised by respondent knowledge.
- Coaching on scale characteristics reduces the predictive power of traditional MMPI-2 fake-bad scales.
Purpose of the Study:
- To develop a novel MMPI-2 fake-bad validity index resistant to respondent knowledge.
- To create an index less vulnerable to coaching on validity scale operating characteristics.
Main Methods:
- Discriminant function procedures were used to derive weighted Clinical and Content scales.
- Samples included validity-scale coached undergraduate research participants feigning mental illness (n=534) and psychiatric patients (n=590).
- The Malingering Discriminant Function Index (M-DFI) was validated on independent samples (research participants n=230, patients n=300).
Main Results:
- The derived weighted scales reliably distinguished coached feigning participants from genuine psychiatric patients.
- The M-DFI demonstrated less attenuation in predictive capacity compared to F, FB, and FP scales.
- This improved performance was observed across both uncoached and coached feigning conditions.
Conclusions:
- The Malingering Discriminant Function Index (M-DFI) offers a more robust measure for detecting feigned mental illness on the MMPI-2.
- The M-DFI shows greater resilience against coaching regarding validity scale knowledge.
- This index has significant implications for improving the accuracy of psychological assessments in forensic and clinical settings.
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