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Original Articles

A Non-Parametric Item Response Theory Evaluation of the CAGE Instrument Among Older Adults

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Reference

  • An, X., & Yung, Y. F. (2014). Item Response Theory: What It Is and How You Can Use the IRT Procedure to Apply It. Washington DC: SAS Global Forum Proceeding.
  • Benjamini, Y., & Hochberg, Y. (1995). Controlling the false discovery rate: A practical and powerful approach to multiple testing. Journal of the Royal Statistical Society, Series B, (57), 289–300.
  • Beullens, J., & Aertgeerts, B. (2004). Screening for alcohol abuse and dependence in older people using DSM criteria: a review. Aging Ment Health, 8(1), 76–82.
  • Bisson, J., Nadeau, L., & Demers, A. (1999). The validity of the CAGE scale to screen for heavy drinking and drinking problems in a general population survey. Addiction, 94(5), 715–722.
  • Brown, T. A. (2006). Confirmatory Factor Analysis for Applied Research. New York: The Guilford Press.
  • Caputo, F., Vignoli, T., Leggio, L., Addolorato, G., Zoli, G., & Bernardi, M. (2012). Alcohol use disorders in the elderly: A brief overview from epidemiology to treatment options. Experimental Gerontology, 47(6), 411–416.
  • Dar, K. (2006). Alcohol use disorders in elderly people: fact or fiction? Advances in Psychiatric Treatment, 12, 173–181.
  • DeMars, C. (2010). Item Response Theory. New York: Oxford University Press, Inc.
  • Dhalla, S., & Kopec, J. A. (2007). The CAGE questionnaire for alcohol misuse: A review of reliability and validity studies. Clinical and Investigative Medicine, 30(1), 33–41.
  • Edelen, M. O., Thissen, D., Teresi, J. A., Kleinman, M., & Ocepek-Welikson, K. (2006). Identification of differential item functioning using item response theory and the likelihood-based model comparison approach. Application to the Mini-Mental State Examination. Med Care, 44(11 Suppl 3), S134–142.
  • Edelen, M. O., & Reeve, B. B. (2007). Applying item response theory (IRT) modeling to questionnaire development, evaluation, and refinement. Quality of Life Research, 16, 5–18.
  • Emons, W. H. M., Sijtsma, K., & Meijer, R. R. (2007). On the consistency of individual classification using short scales. Psychological Methods, 12, 105–120.
  • Ewing, J. A. (1984). Detecting alcoholism. The CAGE questionnaire. JAMA, 252(14), 1905–1907.
  • Ferrando, P. J. (2012). Assessing the discriminating power of item and test scores in the linear factor-analysis model. Psicologica, 33, 111–134.
  • Galindo-Garre, F., Hidalgo, M. D., Guilera, G., Pino, O., Rojo, J. E., & Gomez-Benito, J. (2015). Modeling the World Health Organization Disability Assessment Schedule II using non-parametric item response models. International Journal of Methods in Psychiatric Research, 24(1), 1–10.
  • Geneste, J., Pereira, B., Arnaud, B., Christol, N., Liotier, J., Blanc, O., Teissedre, F., Hope, S., Schwan, R., Llorca, P. M., Schmidt, J., Cherpitel, C. J., Malet, L., & Brousse, G. (2012). CAGE, RAPS4, RAPS4-QF and AUDIT screening tests for men and women admitted for acute alcohol intoxication to an emergency department: are standard thresholds appropriate? Alcohol Alcohol, 47(3), 273–281.
  • Hardouin, J.-B. (2011). Nonparametric item response theory using Stata. The Stata Journal, 11, 30–51.
  • Hu, L., & Bentler, P. M. (1999).Cut off criteria for fit indexes in covariance structure analysis: conventional criteria versus new alternatives. Structural Equation Modeling, 6, 1–55.
  • Lathrop, Q. N. (2011). cacIRT: Classification accuracy and consistency under Item Response Theory. R package Version, 1, 1. http://CRAN.Rproject.org/package=cacIRT.
  • Lathrop, Q. N., & Cheng, Y. (2013). Two approaches to estimation of classification accuracy rate under Item Response Theory. Applied Psychological Measurement, 37(3), 226–241.
  • Lee, W. (2010). Classification consistency and accuracy for complex assessments using item response theory. Journal of Educational Measurement, 47, 1–17.
  • Linacre, J. M. (1994). Sample size and item calibration stability, Rasch Measurement Transactions, 7(4), 328.
  • Luciano, J. V., Ayuso-Mateos, J. L., Aguado, J., Fernandez, A., Serrano-Blanco, A., Roca, M., & Haro, J. M. (2010).The 12-item World Health Organization Disability Assessment Schedule II (WHO-DAS II): A nonparametric item response analysis. BMC Medical Research Methodology, 10, 45.
  • Mair, P., & Hatzinger, R. (2007). Extended Rasch modeling: The eRm package for the application of IRT models in R. Journal of Statistical Software, 20, 1–25.
  • McCaul, K. A., Almeida, O. P., Hankey G. J., Jamrozik, K., Byles, J. E., & Flicker, L. (2010). Alcohol use and mortality in older men and women. Addiction, 105(8), 1391–1400.
  • Mokken, R. J. (1971). A Theory and Procedure of Scale Analysis with Applications in Political Research. New York: De Gruyter.
  • Nguyen, T. H., Han, H. R., Kim, M. T., & Chan, K. S. (2014). An introduction to item response theory for patient-reported outcome measurement. Patient, 7(1), 23–35.
  • Offsay, J. (2007). Treatment of alcohol-related problems in the elderly. Annals of Long-Term Care, 39–44, 15.
  • Orlando, M., & Marshall, G. N. (2002). Differential item functioning in a Spanish translation of the PTSD checklist: Detection and evaluation of impact. Psychological Assessment, 14(1), 50–59.
  • Oslin, D. W. (2005). Treatment of late-life depression complicated by alcohol dependence. The American Journal of Geriatric Psychiatry, 13, 491–500.
  • Reeves, B. B., & Fayers, P. (2005) Applying item response theory modeling for evaluating questionnaire items and scale properties. In P. Fayers, & R. Hays (Eds.), Assessing Quality of Life in Clinical Trials. New York.
  • Sijtsma, K., & Molenaar, I. W. (2002). Introduction to Nonparametric Item Response Theory. Thousand Oaks, CA: SAGE Publications, Inc.
  • Sijtsma, K. (2005). Nonparametric item response theory models. In K. Kempf-Leonard (Ed.), Encyclopedia of Social Measurement (pp. 875–882). New York: Elsevier.
  • Skogen, J. C., Overland, S., Knudsen, A. K., & Mykletun, A. (2011). Concurrent validity of the CAGE questionnaire. The Nord-Trondelag Health Study. Addictive Behaviors, 36(4), 302–307.
  • Smart, R. G., Adlaf, E. M., & Knoke, D. (1991). Use of the CAGE scale in a population survey of drinking. Journal of Studies on Alcohol, 52(6), 593–596.
  • Straat, H. (2012). Using Scalability Coefficients and Conditional Association to Assess Monotone Homogeneity. Ridderkerk: Ridderprint.
  • Stochl, J., Jones, P. B., & Croudace, T. J. (2012). Mokken scale analysis of mental health and well-being questionnaire item responses: A non-parametric IRT method in empirical research for applied health researchers. BMC Medical Research Methodology, 12, 74.
  • Subramaniam, M., Chong S. A., Vaingankar, J. A., Abdin, E., Chua, B. Y., Chua, H. C., Eng, G. K., Heng, D., Hia, S. B., Huang, W., Jeyagurunathana, A., Kua, J., Lee, S. P., Mahendran, R., Magadi, H., Malladi, S., McCrone, P., Pang, S., Picco, L., Sagayadevan, V., Sambasivam, R., Seng, K. H., Seow, E., Shafie, S., Shahwan, S., Tan, L. L., Yap, M., Zhang, Y., Ng, L. L., & Prince, M. (2015). Prevalence of dementia in people aged 60 years and above: Results from the WiSE study. Journal of Alzheimer's Disease, 45(4), 1127–1138.
  • Taylor, C., Jones, K. A., & Dening, T. (2014). Detecting alcohol problems in older adults: can we do better? International Psychogeriatrics, 26(11), 1755–1766.
  • Teitelbaum, L. M., & Carey, K. B. (2000). Temporal stability of alcohol screening measures in a psychiatric setting. Psychology of Addictive Behaviors, 14(4), 401–404.
  • Thissen, D., Steinberg, L., & Gerrard, M. (1986). Beyond group-mean differences: The concept of item bias. Psychological Bulletin, 99(1), 118–128.
  • van Abswoude, A. A. H., Vermunt, Hemker, B. T., & van der Ark, A. (2004). Mokken scale analysis using hierarchical clustering procedures, 28(5), 332–354.
  • Van der Ark, L. A. (2007). Mokken scale analysis in R. Journal of Statistical Software, 20, 1–19.
  • Van Schuur, W. H. (2003). Mokken scale anaysis: Between the Guttman scale and parametric item response theory. Political Analysis, 11, 139–363.
  • Williams, E. J., & P. Medcalf (2010). Alcohol misuse in the elderly. GM, 10, 251–257.
  • Woods, C. M. (2009). Evaluation of MIMIC-model methods for DIF testing with comparison to two-group analysis. Multivariate Behavioral Research, 44, 1–27.
  • Wright, B. D., & Linacre, J. M. (1994). Reasonable mean-square fit values. Rasch Measurement Transactions, 8, 370.

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