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A meta-analysis of the Miller Forensic Assessment of Symptoms Test (M-FAST)
David Detullio1, Stephen C Messer1, Tom D Kennedy1
1Department of Clinical and School Psychology.
Abstract:
The Miller Forensic Assessment of Symptoms Test (M-FAST) is a screening instrument created to assess for potential malingering. The aim of this study was to conduct a meta-analysis to evaluate the extent to which the M-FAST total score can differentiate overreporters from comparison groups. Research reports were located through searching databases (e.g., PsycINFO) and the M-FAST published manual. A random-effects model was used with Hedges' g as the effect size to represent the difference between the overreporting and comparison groups' M-FAST total scores. Twenty-one research reports were included in the meta-analysis, providing 25 effect sizes with nonoverlapping samples. A very large effect size was observed (g = 2.26, 95% CI [1.91, 2.62]), indicating a substantial difference on the M-FAST total score between the two groups. Moderator analyses were conducted to identify characteristics that might explain effect size variability. A significant difference was found between effect sizes that were part of the M-FAST development (g = 3.82, 95% CI [2.82, 4.82]) and effect sizes independent from its development (g = 2.03, 95% CI [1.70, 2.36]). Using 12 research reports, random-effects analyses found an average sensitivity of 0.83 and average specificity of 0.85 for the M-FAST total score at the cut-off of ≥ 6. Based on the findings, research performed independently from the M-FAST development should be consulted when evaluating the validity of the total score interpretations. Because it is a screening instrument, an examinee should not be classified as malingering from the results of the M-FAST total score alone. (PsycINFO Database Record (c) 2019 APA, all rights reserved).
Insights
The Miller Forensic Assessment of Symptoms Test (M-FAST) effectively differentiates overreporters from comparison groups. Independent research suggests consulting studies not involved in M-FAST development for accurate interpretation of results.
Area of Science:
- Forensic Psychology
- Psychological Assessment
- Clinical Psychology
Background:
- Malingering assessment is crucial in forensic and clinical settings.
- The Miller Forensic Assessment of Symptoms Test (M-FAST) is a widely used screening tool.
- Evaluating the M-FAST's diagnostic accuracy is essential for its valid application.
Purpose of the Study:
- To conduct a meta-analysis evaluating the M-FAST total score's ability to differentiate overreporters from comparison groups.
- To assess the M-FAST's sensitivity and specificity in detecting malingering.
- To explore moderators influencing the M-FAST's effect size.
Main Methods:
- A systematic search of databases (e.g., PsycINFO) and the M-FAST manual identified relevant research.
- A random-effects model was employed to calculate Hedges' g effect sizes.
- Twenty-one studies with 25 independent samples were included in the meta-analysis.
Main Results:
- A very large overall effect size (g = 2.26) indicated a substantial difference between overreporters and comparison groups on the M-FAST total score.
- Effect sizes from studies independent of M-FAST development (g = 2.03) were smaller than those from development studies (g = 3.82).
- The M-FAST total score demonstrated an average sensitivity of 0.83 and specificity of 0.85 (at cutoff ≥ 6).
Conclusions:
- The M-FAST total score is a strong indicator for differentiating overreporting, particularly when considering independent research.
- Clinicians should exercise caution and not solely rely on M-FAST results for diagnosing malingering.
- Further validation studies, especially those independent of the M-FAST's development, are recommended for robust interpretation.
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