Classification accuracy of individual and combined executive functioning embedded performance validity measures in mild traumatic brain injury

References

• Arentsen, T. J., Boone, K. B., Yo, T., Goldberg, H. E., Cottingham, M. E., Victor, T. L., … Zeller, M. A. (2013). Effectiveness of the Comalli Stroop Test as a measure of negative response bias. The Clinical Neuropsychologist, 27(6), 1060–1076. doi:10.1080/13854046.2013.803603
   PubMed Web of Science ®Google Scholar
• Arnold, G., Boone, K., Lu, P., Dean, A., Wen, J., Nitch, S., & McPherson, S. (2005). Sensitivity and specificity of finger tapping test scores for the detection of suspect effort. The Clinical Neuropsychologist, 19(1), 105–120. doi:10.1080/1385404040490888567
   PubMed Web of Science ®Google Scholar
• Backhaus, S. L., Fichtenberg, N. L., & Hanks, R. A. (2004). Detection of sub-optimal performance using a floor effect strategy in patients with traumatic brain injury. The Clinical Neuropsychologist, 18(4), 591–603. doi:10.1080/13854040490888558
   PubMed Web of Science ®Google Scholar
• Bauer, L., & McCaffrey, R. L. (2006). Coverage of the Test of Memory Malingering, Victoria Symptom Validity Tet, and Word Memory Test on the internet: Is test security threatened. Archives of Clinical Neuropsychology, 21, 121–126. doi:10.1016/j.acn.2005.06.010
   PubMed Web of Science ®Google Scholar
• Boone, K. B. (2007). Assessment of feigned cognitive impairment: A neuropsychological perspective. New York, NY: Guilford.
   Google Scholar
• Boone, K. B. (2009). The need for continuous and comprehensive sampling of effort/response bias during neuropsychological examinations. The Clinical Neuropsychologist, 23, 729–741. doi:10.1080/13854040802427803
   PubMed Web of Science ®Google Scholar
• Bush, S. S., Ruff, R. M., Troster, A. I., Barth, J. T., Koffler, S. P., Pliskin, N. H., … Silver, C. H. (2005). Symptom validity assessment: Practice issues and medical necessity NAN policy & planning committee. Archives of Clinical Neuropsychology, 20(4), 419–426. doi:10.1016/j.acn.2005.02.002
   PubMed Web of Science ®Google Scholar
• Busse, M., & Whiteside, D. M. (2012). Detecting suboptimal cognitive effort: Classification Accuracy of the Conner’s Continuous Performance Test-II, Brief Test of Attention, and Trail Making Test. The Clinical Neuropsychologist, 26(4), 675–687. doi:10.1080/13854046.2012.679623
   PubMed Web of Science ®Google Scholar
• Carroll, L. J., Cassidy, J. D., Holm, L., Kraus, J., & Coronado, V. G. (2004). Methodological issues and research recommendations for mild traumatic brain injury: The WHO Collaborating Centre Task Force on Mild Traumatic Brain Injury. Journal of Rehabilitation Medicine, 36, 113–125. doi:10.1080/16501960410023877
   Web of Science ®Google Scholar
• Curtis, K. L., Thompson, L. K., Greve, K. W., & Bianchini, K. J. (2008). Verbal fluency indicators of malingering in traumatic brain injury: Classification accuracy in known groups. The Clinical Neuropsychologist, 29(5), 644–653. doi:10.1080/13854040701563591
   Google Scholar
• Delis, D. C., Kramer, J. H., Kaplan, E., & Ober, B. A. (2000). California Verbal Learning Test (2nd ed.). San Antonio, TX: The Psychological Corporation.
   Google Scholar
• Donders, J., & Strong, C. H. (2011). Embedded effort indicators on the California verbal learning test- second edition: An attempted cross-validation. The Clinical Neuropsychologist, 25, 173–184. doi:10.1080/13854046.2010.536781
   PubMed Web of Science ®Google Scholar
• Golden, C. J. (1978). Stroop Color Word Test: A manual for clinical and experimental uses. Wood Dale, IL: Stoelting.
   Google Scholar
• Golden, C. J., & Freshwater, S. M. (2002). Stroop Color Word Test: A manual for clinical and experimental uses. Wood Dale, IL: Stoelting.
   Google Scholar
• Green, P. (2003). Green’s Word Memory Test, User’s manual. Edmonton, Canada/Seattle, WA: Green’s.
   Google Scholar
• Green, P., Allen, L. M., & Astner, K. (1996). The Word Memory Test: A User’s Guide to the Oral and Computer-Administered Forms, US Version 1.1. Durham, NC: CogniSyst.
   Google Scholar
• Greher, M. R., & Wodushek, T. R. (2017). Performance validity testing in neuropsychology: scientific basis and clinical application- A brief review. Journal or Psychiatric Practice, 23(2), 134–140. doi:10.1097/pra.0000000000000218
   PubMed Web of Science ®Google Scholar
• Greiffenstein, M. F., Baker, W. J., & Gola, T. (1994). Validation of malingered amnesia measures with a large clinical sample. Psychological Assessment, 6, 218–224. doi:10.1080/13854049508400485
   Google Scholar
• Greve, K. W., & Bianchini, K. J. (2007). Detection of cognitive malingering with tests of executive function. In G. J. Larrabee (Ed.), Assessment of malingered neuropsychological deficits. (pp. 171–225). New York, NY: Oxford University Press.
   Google Scholar
• Greve, K. W., Heinly, M. T., Bianchini, K. J., & Love, J. M. (2009). Malingering detection with the Wisconsin Card Sorting Test in mild traumatic brain injury. The Clinical Neuropsychologist, 23(2), 343–362. doi:10.1080/13854040802054169
   PubMed Web of Science ®Google Scholar
• Guise, B. J., Thompson, M. D., Greve, K. W., Bianchini, K. J., & West, L. (2014). Assessment of performance validity in the Stroop Color and Word Test in mild traumatic brain injury patients: A criterion-groups validation design. Journal of Neuropsychology, 8, 20–33. doi:10.1111/jnp.12002
   PubMed Web of Science ®Google Scholar
• Harrell, F. E. (2015). Regression modeling strategies (2nd ed.). New York, NY: Springer International.
   Google Scholar
• Heaton, R. K., Chelune, G. J., Talley, J. L., Kay, G. G., & Curtiss, G. (1993). Wisconsin Card Sorting Test manual: Revised and expanded. Odessa, FL: Psychological Assessment Resources.
   Google Scholar
• Heilbronner, R. L., Sweet, J. J., Morgan, J. E., Larrabee, G. J., Millis, S. R., & Conference Participants. (2009). American Academy of Clinical Neuropsychology consensus conference statement on the neuropsychological assessment of effort, response bias, and malingering. The Clinical Neuropsychologist, 23, 1093–1129. doi:10.1080/13854040903155063
   PubMed Web of Science ®Google Scholar
• Iverson, G. L., Lange, R. T., Green, P., & Franzen, M. D. (2002). Detecting exaggeration and malingering with the Trail Making Test. The Clinical Neuropsychologist, 16(3), 398–406. doi:10.1076/clin.16.3.398.13861
   PubMed Web of Science ®Google Scholar
• King, J. H., Sweet, J. J., Shere, M., Curtiss, G., & Vanderploeg, R. D. (2002). Validity indicators within the Wisconsin Card Sorting Test: Application of new and previously research multivariate procedures in multiple traumatic brain injury samples. The Clinical Neuropsychologist, 16(4), 506–523. doi:10.1076/clin.16.4.506.13912
   PubMed Web of Science ®Google Scholar
• Larrabee, G. J. (2003). Detection of malingering using atypical performance patterns on standard neuropsychological tests. The Clinical Neuropsychologist (Neuropsychology, Development and Cognition: Section D), 17, 410–425. doi:10.1076/clin.17.3.410.18089
   Web of Science ®Google Scholar
• Larrabee, G. J. (Ed.). (2007). Assessment of malingered neuropsychological deficits. New York, NY: Oxford.
   Google Scholar
• Larrabee, G. J. (2008). Aggregation across multiple indicators improves the detection of malingering: Relationship to likelihood ratios. The Clinical Neuropsychologist, 22, 666–679. doi:10.1080/13854040701494987
   PubMed Web of Science ®Google Scholar
• Larrabee, G. J., & Berry, D. T (2007). Diagnostic classification statistics and diagnostic validity of malingering assessments. In G. J. Larrabee (Eds.), Assessment of malingered neuropsychological deficits (pp. 14–26). New York, NY: Oxford.
   Google Scholar
• Menard, S. (1995). Applied logistic regression analysis: Sage university series on quantitative applications in the social sciences. Thousand Oaks, CA: Sage.
   Google Scholar
• Meyers, J. E., & Volbrecht, M. E. (2003). A validation of multiple malingering detection methods in a large clinical sample. Archives of Clinical Neuropsychology, 18(3), 261–276. doi:10.1093/arclin/18.3.261
   PubMed Web of Science ®Google Scholar
• Miller, J. B., Millis, S. R., Rapport, L. J., Bashem, J. R., Hanks, R. A., & Axelrod, B. N. (2011). Detection of insufficient effort using the Advanced Clinical Solutions for the Wechsler Memory Scale, Fourth Edition. The Clinical Neuropsychologist, 25, 160–172. doi:10.1080/13854046.2010.533197
   PubMed Web of Science ®Google Scholar
• Reitan, R. M. (1992). Trail Making Test: Manual for administration and scoring. South Tucson, AZ: Reitan Neuropsychology Laboratory.
   Google Scholar
• Ross, S. R., Putnam, S. H., Millis, S. R., Adams, K. M., & Krukowski, R. A. (2006). Detecting insufficient effort using the Seashore Rhythm and Speech-Sounds Perception Tests in head injury. The Clinical Neuropsychologist, 20, 798–815. doi:10.1080/13854040500328477
   PubMed Web of Science ®Google Scholar
• Schutte, C., Millis, S., Axelrod, B., & VanDyke, S. (2011). Derivation of a composite measure of embedded symptom validity indices. The Clinical Neuropsychologist, 25, 454–462. doi:10.1080/13854046.2010.550635
   PubMed Web of Science ®Google Scholar
• Silk-Eglit, G. M., Stenclik, J. H., Miele, A. S., Lynch, J. K., & McCaffrey, R. J. (2015). Rates of false-positive classification resulting from the analysis of additional embedded performance validity measures. Applied Neuropsychology: Adult, 22(5), 335–347. doi:10.1080/23279095.2014.938809
   PubMed Web of Science ®Google Scholar
• Steyeberg, E. W. (2009). Clinical Prediction Models. New York, NY: Springer International.
   Google Scholar
• Steyeberg, E. W., Eijkemans, M. J. C., & Habberna, J. D. F. (2001). Application of shrinkage techniques in logistic regression analysis: A case study. Statistica Neerlandica, 55, 76–88. doi:10.111/1467-9574.00157
   Google Scholar
• Stroop, J. R. (1935). Studies of interference in serial verbal reactions. Journal of Experimental Psychology, 18(6), 643–662. doi:10.1037/h0054651
   Google Scholar
• Sugarman, M. A., & Axelrod, B. N. (2015). Embedded measures of performance validity using verbal fluency tests in a clinical sample. Applied Neuropsychology-Adult, 22, 141–146. doi:10.1080/23279095.2013.873439
   PubMed Web of Science ®Google Scholar
• Suhr, J. A., & Barrash, J. (2007). Performance on standard attention, memory, and psychomotor speed tasks as indicators of malingering. In G. J. Larrabee (Ed.), Assessment of malingered neuropsychological deficits (pp. 131–170). New York, NY: Oxford University Press.
   Google Scholar
• Suhr, J. A., & Boyer, D. (1999). Uses of the Wisconsin Card Sorting Test in the detection of malingering in student simulator and patient samples. Journal of Clinical and Experimental Neuropsychology, 21(5), 701–708. doi:10.1076/jcen.21.5.701.868
   PubMed Web of Science ®Google Scholar
• Sweet, J. J., & Nelson, N. W. (2007). Validity indicators within executive function measures. In K. B. Boone (Ed.), Assessment of feigned cognitive impairment: A neuropsychological perspective (pp. 153–177). New York, NY: Guildford.
   Google Scholar
• Tombaugh, T. N. (1996). Test of Memory Malingering. North Tonawanda, NY: Multi-Health Systems.
   Google Scholar
• Verweij, P. J. & Van Houwelingen, H. C. (1993). Cross validation in survival analysis. Statistics in Medicine, 12(24), 2305–2314. doi:10.1002/sim.4780122407
   PubMed Web of Science ®Google Scholar
• Victor, T. L., Boone, K. B., & Kulick, A. D. (2013). Assessing noncredible sensory, motor, and executive function, and test battery performance in mild traumatic brain injury cases. In D. C. Carone & S. S. Bush (Eds.), Mild Traumatic Brain Injury: symptom validity assessment, and malingering. (pp 269–301). New York, NY: Springer.
   Google Scholar
• Whiteside, D. M., Gaasedelen, O. J., Hahn-Ketter, A. E., Luu, H., Miller, M. L., Persinger, V., … Basso, M. R. (2015). Derivation of a cross-domain embedded performance validity measure in traumatic brain injury. The Clinical Neuropsychologist, 29(6), 788–803. doi:10.1080/13854046.2015.1093660
   PubMed Web of Science ®Google Scholar
• Whiteside, D. M., Kogan, J., Wardin, L., Phillips, D., Franzwa, M. G., Rice, L. R., … Roper, B. (2015). Language based embedded performance validity measures in traumatic brain injury. Journal of Clinical and Experimental Neuropsychology, 37, 220–227. doi:10.1080/13803395.2014.1002758.
   PubMed Web of Science ®Google Scholar
• Whiteside, D. M., Wald, D., & Busse, M. (2011). Classification accuracy of multiple visual spatial measures in the detection of suspect effort. The Clinical Neuropsychologist, 25, 287–301. doi:10.1080/13854046.2010.538436
   PubMed Web of Science ®Google Scholar
• Wolfe, P. L., Millis, S. R., Hanks, R., Fichtenberg, N., Larrabee, G. J., & Sweet, J. J. (2010). Effort indicators within the California Verbal Learning Test-II (CVLT-II). The Clinical Neuropsychologist, 24, 153–168. doi:10.1080/13854040903107791
   PubMed Web of Science ®Google Scholar