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Original Articles

The Joint Multivariate Modeling of Multiple Mixed Response Sources: Relating Student Performances with Feedback Behavior

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REFERENCES

  • Albert , J. H. 1992 . Bayesian estimation of normal ogive item response curves using Gibbs sampling . Journal of Educational Statistics , 17 : 251 – 269 . doi:10.3102/10769986017003251
  • Albert , J. H. and Chib , S. 1993 . Bayesian analysis of binary and polychotomous response data . Journal of the American Statistical Association , 88 : 669 – 679 . doi:10.1080/01621459.1993.10476321
  • Aleven , V. , Stahl , E. , Schworm , S. , Fischer , F. and Wallace , R. 2003 . Help seeking and help design in interactive learning environments . Review of Educational Research , 73 : 277 – 320 . doi:10.3102/00346543073003277
  • Béguin , A. A. and Glas , C. A. W. 2001 . MCMC estimation and some model-fit analysis of multidimensional IRT models . Psychometrika , 66 : 541 – 561 . doi:10.1007/BF02296195
  • Bianconcini , S. and Cagnone , S. 2012 . A general multivariate latent growth model with applications to student achievement . Journal of Educational and Behavioral Statistics , 37 : 339 – 364 . doi:10.3102/1076998610396886
  • Cool , C. and Belkin , N. (Eds.). 2011 . Interactive information retrieval: History and background , London , , UK : Facet .
  • Fox , J.-P. 2010 . Bayesian Item Response Modeling: Theory and Applications , New York , NY : Springer . doi:10.1007/978-1-4419-0742-4
  • Geerlings , H. , Glas , C. and van der Linden , W. J. 2011 . Modeling rule-based item generation . Psychometrika , 76 : 337 – 359 . doi:10.1007/s11336-011-9204-x
  • Geerlings , H. , van der Linden , W. J. and Glas , C. A. W. 2013 . Optimal test design with rule-based item generation . Applied Psychological Measurement , 37 : 140 – 161 . doi:10.1177/0146621612468313
  • Glas , C. A. W. and van der Linden , W. J. 2003 . Computerized adaptive testing with item cloning . Applied Psychological Measurement , 27 : 247 – 261 . doi:10.1177/0146621603027004001
  • Hattie , J. and Timperly , H. 2007 . The power of feedback . Review of Educational Research , 77 : 81 – 112 . doi:10.3102/003465430298487
  • Entink , R. H. , Fox , J.-P. and van der Linden , W. J. 2009 . A multivariate multilevel approach to the modeling of accuracy and speed of test takers . Psychometrika , 74 : 21 – 48 . doi:10.1007/s11336-008-9075-4Klein
  • Levy , R. , Mislevy , R. J. and Sinharay , S. 2009 . Posterior predictive model checking for multidimensionality in item response theory . Applied Psychological Measurement , 33 : 519 – 537 . doi:10.1177/0146621608329504
  • Li , Y. , Bolt , D. M. and Fu , J. 2006 . A comparison of alternative models for testlets . Applied Psychological Measurement , 30 : 3 – 21 . doi:10.1177/0146621605275414
  • Moustaki , I. and Knott , M. 2000 . Generalized latent trait models . Psychometrika , 65 : 391 – 411 . doi:10.1007/BF02296153
  • Patz , R. J. , Junker , B. W. , Johnson , M. S. and Mariano , L. T. 2002 . The hierarchical rater model for rated test items and its application to large-scale educational assessment data . Journal of Educational and Behavioral Statistics , 27 : 341 – 384 . doi:10.3102/10769986027004341
  • Polson , M. C. and Richardson , J. J. (Eds.). 1988 . Foundations of Intelligent Tutoring Systems , New York , NY : Erlbaum .
  • Ranger , J. and Ortner , T. 2011 . A latent trait model for response times on tests employing the proportional hazards model . British Journal of Mathematical and Statistical Psychology , 65 : 334 – 349 . doi:10.1111/j.2044-8317.2011.02032.x
  • Rupp , A. A. , Levy , R. , DiCerbo , K. E. , Sweet , S. , Crawford , A. V. , Calico , T. and Behrens , J. T. 2012 . Putting ECD into practice: The interplay of theory and data in evidence models within a digital learning environment . Journal of Educational Data Mining , 4 : 49 – 110 .
  • Sinharay , S. , Johnson , M. S. and Stern , H. S. 2006 . Posterior predictive assessment of item response theory models . Applied Psychological Measurement , 30 : 298 – 321 . doi:10.1177/0146621605285517
  • Templin , J. and Henson , R. 2006 . Measurement of psychological disorders using cognitive diagnosis models . Psychological Methods , 11 : 287 – 305 . doi:10.1037/1082-989X.11.3.287
  • Timmers , C. F. and Veldkamp , B. P. 2011 . Attention paid to feedback provided by a computer-based assessment for learning on information literacy . Computers & Education , 56 : 923 – 930 . doi:10.1016/j.compedu.2010.11.007
  • van der Kleij , F. M. , Eggen , T. J. H. M. and Timmers , C. F. 2011 . The effectiveness of methods for providing written feedback through a computer-based assessment for learning: A systematic review . CADMO , 19 : 21 – 39 . doi:10.3280/CAD2011-001004
  • van der Kleij , F. M. , Eggen , T. J. H. M. , Timmers , C. F. and Veldkamp , B. P. 2012 . Effects of feedback in a computer-based assessment for learning . Computers & Education , 58 : 263 – 272 . doi:10.1016/jcompedu.2011.07.020
  • 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/s11336-066-1478-z
  • van der Linden , W. J. 2009 . Conceptual issues in response-time modeling . Journal of Educational Measurement , 46 : 247 – 272 . doi:10.1111/j.1745-3984.2009.00080.x
  • van der Linden , W. J. and Glas , C. A. W. 2010 . Statistical tests of conditional independence between responses and response times on test items . Psychometrika , 75 : 120 – 139 . doi:10.1007/s11336-009-9129-9
  • van der Linden , W. J. , Klein Entink , R. H. and Fox , J.-P. 2010 . IRT parameter estimation with response times as collateral information . Applied Psychological Measurement , 34 : 327 – 347 . doi:10.1177/0146621609349800
  • Walraven , A. , Brand-Gruwel , S. and Boshuizen , H. P. A. 2008 . Information-problem solving: A review of problems students encounter and instructional solutions . Computers in Human Behavior , 24 : 623 – 648 .
  • Wang , C. , Chang , H.-H. and Douglas , J. A. 2013 . The linear transformation model with frailties for the analysis of item response times . British Journal of Mathematical and Statistical Psychology , 66 : 144 – 168 . doi:10.1111/j.2044-8317.2012.02045.x
  • Wang , T. and Hanson , B. A. 2005 . Development and calibration of an item response model that incorporates response time . Applied Psychological Measurement , 29 : 323 – 339 . doi:10.1177/0146621605275984
  • Zhu , X. and Stone , C. A. 2011 . Assessing Fit of Unidimensional Graded Response Models Using Bayesian Methods . Journal of Educational Measurement , 48 : 81 – 97 . doi:10.1111/j.1745-3984.2011.00132.x

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