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Original Articles

Initial Validation of a Computerized Adaptive Test for Substance Use Disorder Identification in Adolescents

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References

  • Forman-Hoffman, V. L., Glasheen, C., & Batts, K. R. (2017). Marijuana use, recent marijuana initiation, and progression to marijuana use disorder among young male and female adolescents aged 12–14 living in US households. Substance Abuse: Research and Treatment, 11, 1178221817711159. https://doi.org/10.1177/1178221817711159
  • Gibbons, R. D., Alegria, M., Markle, S., Fuentes, L., Zhang, L., Carmona, R., Collazos, F., Wang, Y., & Baca-García, E. (2020a). Development of a computerized adaptive substance use disorder scale for screening and measurement: The CAT-SUD. Addiction (Abingdon, England), 115(7), 1382–1394. https://doi.org/10.1111/add.14938
  • Gibbons, R. D., Bock, R. D., Hedeker, D., Weiss, D. J., Segawa, E., Bhaumik, D. K., Kupfer, D. J., Frank, E., Grochocinski, V. J., & Stover, A. (2007). Full-information item bifactor analysis of graded response data. Applied Psychological Measurement, 31(1), 4–19. https://doi.org/10.1177/0146621606289485
  • Gibbons, R. D., & Hedeker, D. R. (1992). Full-information item bi-factor analysis. Psychometrika, 57(3), 423–436. https://doi.org/10.1007/BF02295430
  • Gibbons, R. D., Kupfer, D. J., Frank, E., Lahey, B. B., George-Milford, B. A., Biernesser, C. L., Porta, G., Moore, T. L., Kim, J. B., & Brent, D. A. (2020b). Computerized adaptive tests for rapid and accurate assessment of psychopathology dimensions in youth. Journal of the American Academy of Child and Adolescent Psychiatry, 59(11), 1264–1273. https://doi.org/10.1016/j.jaac.2019.08.009
  • Gibbons, R. D., Weiss, D. J., Kupfer, D. J., Frank, E., Fagiolini, A., Grochocinski, V. J., Bhaumik, D. K., Stover, A., Bock, R. D., & Immekus, J. C. (2008). Using computerized adaptive testing to reduce the burden of mental health assessment. Psychiatric Services (Washington, D.C.), 59(4), 361–368. https://doi.org/10.1176/ps.2008.59.4.361
  • Gibbons, R. D., Weiss, D. J., Pilkonis, P. A., Frank, E., Moore, T., Kim, J. B., & Kupfer, D. J. (2012). Development of a computerized adaptive test for depression. Archives of General Psychiatry, 69(11), 1104–1112. https://doi.org/10.1001/archgenpsychiatry.2012.14
  • Gryczynski, J., Mitchell, S. G., Schwartz, R. P., Kelly, S. M., Dušek, K., Monico, L., O'Grady, K. E., Brown, B. S., Oros, M., & Hosler, C. (2019). Disclosure of adolescent substance use in primary care: Comparison of routine clinical screening and anonymous research interviews. The Journal of Adolescent Health: Official Publication of the Society for Adolescent Medicine, 64(4), 541–543. https://doi.org/10.1016/j.jadohealth.2018.10.009
  • Hosmer, D. W., & Lemeshow, S. (2000). Applied Logistic Regression. John Wiley & Sons, Inc.
  • Hulvershorn, L. A., Adams, Z. W., Smoker, M. P., Aalsma, M. C., & Gibbons, R. D. (2022). Development of a computerized adaptive substance use disorder scale for screening, measurement and diagnosis–The CAT-SUD-E. Drug and Alcohol Dependence Reports, 3, 100047. https://doi.org/10.1016/j.dadr.2022.100047
  • Kaufman, J., Birmaher, B., Axelson, D., Perepletchikova, F., Brent, D., & Ryan, N. (2013). Schedule for affective disorders and schizophrenia for school-age children-present and lifetime version (K-SADS-PL 2013, DSM-5). Western Psychiatric Institute and Yale University.
  • Kelly, S. M., Gryczynski, J., Mitchell, S. G., Kirk, A., O'Grady, K. E., & Schwartz, R. P. (2014). Validity of brief screening instrument for adolescent tobacco, alcohol, and drug use. Pediatrics, 133(5), 819–826. https://doi.org/10.1542/peds.2013-2346
  • Knight, J. R., Sherritt, L., Harris, S. K., Gates, E. C., & Chang, G. (2003). Validity of brief alcohol screening tests among adolescents: A comparison of the AUDIT, POSIT, CAGE, and CRAFFT. Alcoholism: Clinical and Experimental Research, 27(1), 67–73. https://doi.org/10.1111/j.1530-0277.2003.tb02723.x
  • Knight, J. R., Sherritt, L., Shrier, L. A., Harris, S. K., & Chang, G. (2002). Validity of the CRAFFT substance abuse screening test among adolescent clinic patients. Archives of Pediatrics & Adolescent Medicine, 156(6), 607–614. https://doi.org/10.1001/archpedi.156.6.607
  • Levy, S., Weitzman, E. R., Marin, A. C., Magane, K. M., Wisk, L. E., & Shrier, L. A. (2021). Sensitivity and specificity of S2BI for identifying alcohol and cannabis use disorders among adolescents presenting for primary care. Substance Abuse, 42(3), 388–395. https://doi.org/10.1080/08897077.2020.1803180
  • Levy, S. J. L., & Williams, J. F, Committee on Substance Use and Prevention. (2016). Substance use screening, brief intervention, and referral to treatment. Pediatrics, 138(1) https://doi.org/10.1542/peds.2016-1211
  • Levy, S., Wiseblatt, A., Straus, J. H., Strother, H., Fluet, C., & Harris, S. K. (2020). Adolescent SBIRT practices among pediatricians in Massachusetts. Journal of Addiction Medicine, 14(2), 145–149. https://doi.org/10.1097/ADM.0000000000000551
  • McLellan, A. T., & Meyers, K. (2004). Contemporary addiction treatment: A review of systems problems for adults and adolescents. Biological Psychiatry, 56(10), 764–770. https://doi.org/10.1016/j.biopsych.2004.06.018
  • Miech, R. A., Johnston, L. D., Patrick, M. E., O’Malley, P. M., Bachman, J. G., & Schulenberg, J. E. (2023). Monitoring the Future National Survey Results on Drug Use, 1975–2022: Secondary School Students. Institute for Social Research, The University of Michigan. http://monitoringthefuture.org/results/publications/monographs/
  • Odgers, C. L., Caspi, A., Nagin, D. S., Piquero, A. R., Slutske, W. S., Milne, B. J., Dickson, N., Poulton, R., & Moffitt, T. E. (2008). Is it important to prevent early exposure to drugs and alcohol among adolescents? Psychological Science, 19(10), 1037–1044. https://doi.org/10.1111/j.1467-9280.2008.02196.x
  • Priester, M. A., Browne, T., Iachini, A., Clone, S., DeHart, D., & Seay, K. D. (2016). Treatment access barriers and disparities among individuals with co-occurring mental health and substance use disorders: An integrative literature review. Journal of Substance Abuse Treatment, 61, 47–59. https://doi.org/10.1016/j.jsat.2015.09.006
  • Steinberg, L, (2005). Cognitive and affective development in adolescence. Trends in Cognitive Sciences, 9(2), 69–74. https://doi.org/10.1016/j.tics.2004.12.005
  • Substance Abuse and Mental Health Services Administration. (2021).). Key substance use and mental health indicators in the United States: Results from the 2020 National Survey on Drug Use and Health (HHS Publication No. PEP21-07-01-003, NSDUH Series H-56). Center for Behavioral Health Statistics and Quality, Substance Abuse and Mental Health Services Administration. https://www.samhsa.gov/data/

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