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Original Articles

A General Cognitive Diagnosis Model for Continuous-Response Data

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References

  • Ben-Simon, A., Budescu, D. V., & Nevo, B. A. (1997). Comparative study of measures of partial knowledge in multiple choice tests. Applied Psychological Measurement, 21, 65–88. doi:10.1177/0146621697211006
  • Chen, H., & Chen, J. (2016). Retrofitting non-cognitive-diagnostic reading assessment under the generalized DINA model framework. Language Assessment Quarterly, 13, 218–230. doi:10.1080/15434303.2016.1210610
  • de la Torre, J. (2008). An empirically based method of Q-matrix validation for the DINA model: Development and applications. Journal of Educational Measurement, 45, 343–362. doi:10.1111/jedm.2008.45.issue-4
  • de la Torre, J. (2011). The generalized DINA model framework. Psychometrika, 76, 179–199. doi:10.1007/s11336-011-9207-7
  • de la Torre, J., & Minchen, N. (2014). Cognitively diagnostic assessments and the cognitive diagnosis model framework. Psicologia Educativa, 20, 89–97. doi:10.1016/j.pse.2014.11.001
  • Haertel, E. H. (1989). Using restricted latent class models to map the skill structure of achievement items. Journal of Educational Measurement, 26, 301–321. doi:10.1111/jedm.1989.26.issue-4
  • Henson, R., & Douglas, J. (2005). Test construction for cognitive diagnosis. Applied Psychological Measurement, 29, 262–277. doi:10.1177/0146621604272623
  • Henson, R., Templin, J. L., & Willse, J. T. (2009). Defining a family of cognitive diagnosis models using log-linear models with latent variables. Psychometrika, 74, 191–210. doi:10.1007/s11336-008-9089-5
  • Junker, B. W., & Sijtsma, K. (2001). Cognitive assessment models with few assumptions, and connections with nonparametric item response theory. Applied Psychological Measurement, 25, 258–272. doi:10.1177/01466210122032064
  • Lin, J. (1991). Divergence measures based on the Shannon entropy. Information Theory, IEEE Transactions On, 37, 145–151. doi:10.1109/18.61115
  • Minchen, N. D., & de la Torre, J. (2018). The Jensen-Shannon divergence as an item selection algorithm in continuous cognitive diagnosis computerized adaptive testing. Unpublished manuscript.
  • Minchen, N. D., de la Torre, J., & Liu, Y. (2017). A cognitive diagnosis model for continuous response. Journal of Educational and Behavioral Statistics, 42, 651–677. doi:10.3102/1076998617703060
  • Noel, Y. (2014). A beta unfolding model for continuous bounded responses. Psychometrika, 79, 647–674. doi:10.1007/s11336-013-9361-1
  • Noel, Y., & Dauvier, B. (2007). A beta item response model for continuous bounded responses. Applied Psychological Measurement, 31, 47–73. doi:10.1177/0146621605287691
  • OECD. (2017). PISA 2015 database. Retrieved from http://www.oecd.org/pisa/data/2015database/
  • R Core Team. (2015). R: A language and environment for statistical computing. Vienna, Austria: R Foundation for Statistical Computing. Retrieved from https://www.R-project.org/
  • Tatsuoka, K. K. (1983). Rule-space: An approach for dealing with misconceptions based on item response theory. Journal of Educational Measurement, 20, 345–354. doi:10.1111/jedm.1983.20.issue-4
  • Templin, J. L., & Henson, R. A. (2006). Measurement of psychological disorders using cognitive diagnosis models. Psychological Methods, 11(3), 287–305. doi:10.1037/1082-989X.11.3.287
  • van der Linden, W. J. (2006). A lognormal model for response times on test items. Journal of Educational and Behavioral Statistics, 31, 181–204. doi:10.3102/10769986031002181
  • van der Linden, W. J. (2007). A hierarchical framework for modeling speed and accuracy on test items. Psychometrika, 72, 287–308. doi:10.1007/s11336-006-1478-z
  • van der Maas, H. L. J., & Jansen, B. R. J. (2003). What response times tell of children’s behavior on the balance scale task. Journal of Experimental Child Psychology, 85, 141–177. doi:10.1016/S0022-0965(03)00058-4
  • von Davier, M. (2008). A general diagnostic model applied to language testing data British Journal of Mathematical and Statistical Psychology, 2, 287–307.

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