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Volumn 76, Issue 3, 2011, Pages 363-384

Item Selection in Multidimensional Computerized Adaptive Testing-Gaining Information from Different Angles

Author keywords

continuous entropy; Fisher information; Kullback Leibler information; multidimensional computerized adaptive test; mutual information

Indexed keywords


EID: 79959377958     PISSN: 00333123     EISSN: None     Source Type: Journal    
DOI: 10.1007/s11336-011-9215-7     Document Type: Article
Times cited : (65)

References (44)
  • 2
    • 0001670658 scopus 로고
    • Some latent trait models and their use in inferring an examinee's ability
    • F. M. Lord and M. R. Novick (Eds.), Reading: Addison-Wesley
    • Birnbaum, A. (1968). Some latent trait models and their use in inferring an examinee's ability. In F. M. Lord, & M. R. Novick (Eds.), Statistical theories of mental test scores (pp. 379-479). Reading: Addison-Wesley.
    • (1968) Statistical Theories of Mental Test Scores , pp. 379-479
    • Birnbaum, A.1
  • 3
    • 0345149832 scopus 로고    scopus 로고
    • Estimation of compensatory and noncompensatory multidimensional item response models using Markov chain Monte Carlo
    • Bolt, D. M., & Lall, V. F. (2003). Estimation of compensatory and noncompensatory multidimensional item response models using Markov chain Monte Carlo. Applied Psychological Measurement, 27(6), 395-414.
    • (2003) Applied Psychological Measurement , vol.27 , Issue.6 , pp. 395-414
    • Bolt, D.M.1    Lall, V.F.2
  • 4
    • 84972528615 scopus 로고
    • Bayesian experimental design: A review
    • Chaloner, K., & Verdinelli, I. (1995). Bayesian experimental design: A review. Statistical Science, 10, 237-304.
    • (1995) Statistical Science , vol.10 , pp. 237-304
    • Chaloner, K.1    Verdinelli, I.2
  • 5
    • 21144479531 scopus 로고
    • The asymptotic posterior normality of the latent trait in an IRT Model
    • Chang, H. H., & Stout, W. (1993). The asymptotic posterior normality of the latent trait in an IRT Model. Psychometrika, 58(1), 37-52.
    • (1993) Psychometrika , vol.58 , Issue.1 , pp. 37-52
    • Chang, H.H.1    Stout, W.2
  • 6
    • 0038661880 scopus 로고    scopus 로고
    • A global information approach to computerized adoptive testing
    • Chang, H. H., & Ying, Z. L. (1996). A global information approach to computerized adoptive testing. Applied Psychological Measurement, 20(3), 213-229.
    • (1996) Applied Psychological Measurement , vol.20 , Issue.3 , pp. 213-229
    • Chang, H.H.1    Ying, Z.L.2
  • 7
    • 0033196179 scopus 로고    scopus 로고
    • A-stratified multistage computerized adaptive testing
    • Chang, H. H., & Ying, Z. L. (1999). a-stratified multistage computerized adaptive testing. Applied Psychological Measurement, 23(3), 211-222.
    • (1999) Applied Psychological Measurement , vol.23 , Issue.3 , pp. 211-222
    • Chang, H.H.1    Ying, Z.L.2
  • 8
    • 52949106531 scopus 로고    scopus 로고
    • To weight or not to weight? Balancing influence of initial items in adaptive testing
    • Chang, H. H., & Ying, Z. L. (2008). To weight or not to weight? Balancing influence of initial items in adaptive testing. Psychometrika, 73(3), 441-450.
    • (2008) Psychometrika , vol.73 , Issue.3 , pp. 441-450
    • Chang, H.H.1    Ying, Z.L.2
  • 9
    • 0034258277 scopus 로고    scopus 로고
    • A comparison of item selection rules at the early stages of computerized adaptive testing
    • Chen, S. Y., Ankenmann, R. D., & Chang, H. H. (2000). A comparison of item selection rules at the early stages of computerized adaptive testing. Applied Psychological Measurement, 24(3), 241-255.
    • (2000) Applied Psychological Measurement , vol.24 , Issue.3 , pp. 241-255
    • Chen, S.Y.1    Ankenmann, R.D.2    Chang, H.H.3
  • 10
    • 67849092508 scopus 로고    scopus 로고
    • The maximum priority index method for severely constrained item selection in computerized adaptive testing
    • Cheng, Y., & Chang, H.-H. (2009). The maximum priority index method for severely constrained item selection in computerized adaptive testing. British Journal of Mathematical and Statistical Psychology, 62, 369-383.
    • (2009) British Journal of Mathematical and Statistical Psychology , vol.62 , pp. 369-383
    • Cheng, Y.1    Chang, H.-H.2
  • 11
    • 77949264956 scopus 로고    scopus 로고
    • When cognitive diagnosis meets computerized adaptive testing: CD-CAT
    • Cheng, Y. (2009). When cognitive diagnosis meets computerized adaptive testing: CD-CAT. Psychometrika, 74(4), 619-632.
    • (2009) Psychometrika , vol.74 , Issue.4 , pp. 619-632
    • Cheng, Y.1
  • 13
    • 0033245647 scopus 로고    scopus 로고
    • Item selection in adaptive testing with the sequential probability ratio test
    • Eggen, T. (1999). Item selection in adaptive testing with the sequential probability ratio test. Applied Psychological Measurement, 23(3), 249-261.
    • (1999) Applied Psychological Measurement , vol.23 , Issue.3 , pp. 249-261
    • Eggen, T.1
  • 14
    • 61349118689 scopus 로고    scopus 로고
    • A conditional exposure control method for multidimensional adaptive testing
    • Finkelman, M., Nering, M. L., & Roussos, L. A. (2009). A conditional exposure control method for multidimensional adaptive testing. Journal of Educational Measurement, 46(1), 84-103.
    • (2009) Journal of Educational Measurement , vol.46 , Issue.1 , pp. 84-103
    • Finkelman, M.1    Nering, M.L.2    Roussos, L.A.3
  • 16
    • 84895905543 scopus 로고    scopus 로고
    • Paradoxical results in multidimensional item response theory
    • Hooker, G., Finkelman, M., & Schwartzman, A. (2009). Paradoxical results in multidimensional item response theory. Psychometrika, 74(3), 419-442.
    • (2009) Psychometrika , vol.74 , Issue.3 , pp. 419-442
    • Hooker, G.1    Finkelman, M.2    Schwartzman, A.3
  • 17
    • 40849119876 scopus 로고    scopus 로고
    • A strategy for controlling item exposure in multidimensional computerized adaptive testing
    • Lee, Y. H., Ip, E. H., & Fuh, C. D. (2008). A strategy for controlling item exposure in multidimensional computerized adaptive testing. Educational and Psychological Measurement, 68(2), 215-232.
    • (2008) Educational and Psychological Measurement , vol.68 , Issue.2 , pp. 215-232
    • Lee, Y.H.1    Ip, E.H.2    Fuh, C.D.3
  • 21
    • 0030327902 scopus 로고    scopus 로고
    • Multidimensional computerized adaptive testing in a certification or licensure context
    • Luecht, R. M. (1996). Multidimensional computerized adaptive testing in a certification or licensure context. Applied Psychological Measurement, 20(4), 389-404.
    • (1996) Applied Psychological Measurement , vol.20 , Issue.4 , pp. 389-404
    • Luecht, R.M.1
  • 22
    • 0027632550 scopus 로고
    • Kullback-Leibler information measure for studying convergence rates of densities and distributions
    • Meyer, M. E., & Gokhale, O. (1993). Kullback-Leibler information measure for studying convergence rates of densities and distributions. IEEE Transactions on Information Theory, 39(4), 1401-1404.
    • (1993) IEEE Transactions on Information Theory , vol.39 , Issue.4 , pp. 1401-1404
    • Meyer, M.E.1    Gokhale, O.2
  • 23
    • 67349145703 scopus 로고    scopus 로고
    • Multidimensional adaptive testing with optimal design criteria for item selection
    • Mulder, J., & van der Linden, W. J. (2009). Multidimensional adaptive testing with optimal design criteria for item selection. Psychometrika, 74(2), 273-296.
    • (2009) Psychometrika , vol.74 , Issue.2 , pp. 273-296
    • Mulder, J.1    van der Linden, W.J.2
  • 24
    • 79959380697 scopus 로고    scopus 로고
    • Multidimensional adaptive testing with Kullback-Leibler information item selection
    • W. J. Lindenvan der and C. A. W. Glas (Eds.), New York: Springer
    • Mulder, J., & van der Linden, W. J. (2010). Multidimensional adaptive testing with Kullback-Leibler information item selection. In W. J. van der Linden, & C. A. W. Glas (Eds.), Elements of adaptive testing (pp. 77-101). New York: Springer.
    • (2010) Elements of Adaptive Testing , pp. 77-101
    • Mulder, J.1    van der Linden, W.J.2
  • 25
    • 84965400546 scopus 로고
    • The difficulty of test items that measure more than one ability
    • Reckase, M. D. (1985). The difficulty of test items that measure more than one ability. Applied Psychological Measurement, 9(4), 401-412.
    • (1985) Applied Psychological Measurement , vol.9 , Issue.4 , pp. 401-412
    • Reckase, M.D.1
  • 26
    • 0031490684 scopus 로고    scopus 로고
    • The past and future of multidimensional item response theory
    • Reckase, M. D. (1997). The past and future of multidimensional item response theory. Applied Psychological Measurement, 21(1), 25-36.
    • (1997) Applied Psychological Measurement , vol.21 , Issue.1 , pp. 25-36
    • Reckase, M.D.1
  • 28
    • 84970385680 scopus 로고
    • The discriminating power of items that measure more than one dimension
    • Reckase, M. D., & McKinley, R. L. (1991). The discriminating power of items that measure more than one dimension. Applied Psychological Measurement, 15(4), 361-373.
    • (1991) Applied Psychological Measurement , vol.15 , Issue.4 , pp. 361-373
    • Reckase, M.D.1    McKinley, R.L.2
  • 29
    • 0032216877 scopus 로고    scopus 로고
    • A comparison of item exposure control methods in computerized adaptive testing
    • Revuelta, J., & Ponsoda, V. (1998). A comparison of item exposure control methods in computerized adaptive testing. Journal of Educational Measurement, 35(4), 311-327.
    • (1998) Journal of Educational Measurement , vol.35 , Issue.4 , pp. 311-327
    • Revuelta, J.1    Ponsoda, V.2
  • 31
    • 79959379005 scopus 로고    scopus 로고
    • Paper presented at the annual meeting of American Educational Research Association, New Orleans, LA
    • Runder, L. M. (2002). An examination of decision-theory adaptive testing procedures. Paper presented at the annual meeting of American Educational Research Association, New Orleans, LA.
    • (2002) An examination of decision-theory adaptive testing procedures
    • Runder, L.M.1
  • 32
    • 0030506002 scopus 로고    scopus 로고
    • Multidimensional adaptive testing
    • Segall, D. O. (1996). Multidimensional adaptive testing. Psychometrika, 61(2), 331-354.
    • (1996) Psychometrika , vol.61 , Issue.2 , pp. 331-354
    • Segall, D.O.1
  • 33
    • 0035532062 scopus 로고    scopus 로고
    • General ability measurement: An application of multidimensional item response theory
    • Segall, D. O. (2001). General ability measurement: An application of multidimensional item response theory. Psychometrika, 66(1), 79-97.
    • (2001) Psychometrika , vol.66 , Issue.1 , pp. 79-97
    • Segall, D.O.1
  • 34
    • 84856043672 scopus 로고
    • A mathematical theory of communication
    • Shannon, C. E. (1948). A mathematical theory of communication. Bell System Technical Journal, 27, 379-423.
    • (1948) Bell System Technical Journal , vol.27 , pp. 379-423
    • Shannon, C.E.1
  • 36
    • 0030335102 scopus 로고    scopus 로고
    • Assembling tests for the measurement of multiple traits
    • van der Linden, W. J. (1996). Assembling tests for the measurement of multiple traits. Applied Psychological Measurement, 20, 373 -388.
    • (1996) Applied Psychological Measurement , vol.20 , pp. 373-388
    • van der Linden, W.J.1
  • 37
    • 0032368809 scopus 로고    scopus 로고
    • Bayesian item selection criteria for adaptive testing
    • van der Linden, W. J. (1998). Bayesian item selection criteria for adaptive testing. Psychometrika, 63, 201-216.
    • (1998) Psychometrika , vol.63 , pp. 201-216
    • van der Linden, W.J.1
  • 38
    • 0033266560 scopus 로고    scopus 로고
    • Multidimensional adaptive testing with a minimum error-variance criterion
    • van der Linden, W. J. (1999). Multidimensional adaptive testing with a minimum error-variance criterion. Journal of Educational and Behavioral Statistics, 24(4), 398-412.
    • (1999) Journal of Educational and Behavioral Statistics , vol.24 , Issue.4 , pp. 398-412
    • van der Linden, W.J.1
  • 39
    • 0037002143 scopus 로고    scopus 로고
    • Multidimensional adaptive testing with constraints on test content
    • Veldkamp, B. P., & van der Linden, W. J. (2002). Multidimensional adaptive testing with constraints on test content. Psychometrika, 67(4), 575-588.
    • (2002) Psychometrika , vol.67 , Issue.4 , pp. 575-588
    • Veldkamp, B.P.1    van der Linden, W.J.2
  • 40
    • 79952244577 scopus 로고    scopus 로고
    • Kullback-Leibler information and its applications in multi-dimensional adaptive testing
    • Wang, C., Chang, H., & Boughton, K. A. (2011). Kullback-Leibler information and its applications in multi-dimensional adaptive testing. Psychometrika, 76, 13-39.
    • (2011) Psychometrika , vol.76 , pp. 13-39
    • Wang, C.1    Chang, H.2    Boughton, K.A.3
  • 42
    • 4444280863 scopus 로고    scopus 로고
    • Implementation and measurement efficiency of multidimensional computerized adaptive testing
    • Wang, W. C., & Chen, P. H. (2004). Implementation and measurement efficiency of multidimensional computerized adaptive testing. Applied Psychological Measurement, 28(5), 295-316.
    • (2004) Applied Psychological Measurement , vol.28 , Issue.5 , pp. 295-316
    • Wang, W.C.1    Chen, P.H.2
  • 43
    • 33846076080 scopus 로고    scopus 로고
    • Mutual information item selection in adaptive classification testing
    • Weissman, A. (2007). Mutual information item selection in adaptive classification testing. Educational and Psychological Measurement, 67, 41-58.
    • (2007) Educational and Psychological Measurement , vol.67 , pp. 41-58
    • Weissman, A.1


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