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Volumn 14, Issue 1, 2009, Pages 54-75

Evaluating Cognitive Theory: A Joint Modeling Approach Using Responses and Response Times

Author keywords

item response theory; response times; rule based item design

Indexed keywords

APTITUDE TEST; ARTICLE; ATTENTION; BAYES THEOREM; COGNITION; CONCEPT FORMATION; EDUCATION; HUMAN; PATTERN RECOGNITION; PROBLEM SOLVING; PSYCHOLOGIC TEST; PSYCHOMETRY; REACTION TIME; REPRODUCIBILITY; STATISTICAL MODEL; STATISTICS;

EID: 64649103349     PISSN: 1082989X     EISSN: None     Source Type: Journal    
DOI: 10.1037/a0014877     Document Type: Article
Times cited : (83)

References (88)
  • 2
    • 0001248506 scopus 로고
    • Bayesian estimation of normal ogive item response curves using Gibbs sampling
    • Albert J.H. Bayesian estimation of normal ogive item response curves using Gibbs sampling. Journal of Educational Statistics 17 (1992) 251-269
    • (1992) Journal of Educational Statistics , vol.17 , pp. 251-269
    • Albert, J.H.1
  • 4
    • 84970316074 scopus 로고
    • A generative approach to the modeling of isomorphic hidden-figure items
    • Bejar I.I., and Yocom P. A generative approach to the modeling of isomorphic hidden-figure items. Applied Psychological Measurement 15 (1991) 129-137
    • (1991) Applied Psychological Measurement , vol.15 , pp. 129-137
    • Bejar, I.I.1    Yocom, P.2
  • 5
    • 0000879645 scopus 로고
    • Adaptive reasoning: Componential and eye movement analysis of geometric analogy performance
    • Bethell-Fox C.E., Lohman D.F., and Snow R.E. Adaptive reasoning: Componential and eye movement analysis of geometric analogy performance. Intelligence 8 (1984) 205-238
    • (1984) Intelligence , vol.8 , pp. 205-238
    • Bethell-Fox, C.E.1    Lohman, D.F.2    Snow, R.E.3
  • 9
    • 0025452606 scopus 로고
    • What one intelligence test measures: A theoretical account of the processing in the Raven progressive matrices test
    • Carpenter P.A., Just M.A., and Shell P. What one intelligence test measures: A theoretical account of the processing in the Raven progressive matrices test. Psychological Review 97 (1990) 404-431
    • (1990) Psychological Review , vol.97 , pp. 404-431
    • Carpenter, P.A.1    Just, M.A.2    Shell, P.3
  • 11
    • 34547843657 scopus 로고    scopus 로고
    • Relaxing measurement invariance in cross-national consumer research using a hierarchical IRT model
    • De Jong M.G., Steenkamp J.-B.E.M., and Fox J.-P. Relaxing measurement invariance in cross-national consumer research using a hierarchical IRT model. Journal of Consumer Research 34 (2007) 260-278
    • (2007) Journal of Consumer Research , vol.34 , pp. 260-278
    • De Jong, M.G.1    Steenkamp, J.-B.E.M.2    Fox, J.-P.3
  • 12
    • 0002467247 scopus 로고
    • The weighted likelihood ratio, linear hypothesis on normal location parameters
    • Dickey J.M. The weighted likelihood ratio, linear hypothesis on normal location parameters. The Annals of Mathematical Statistics 42 (1971) 204-223
    • (1971) The Annals of Mathematical Statistics , vol.42 , pp. 204-223
    • Dickey, J.M.1
  • 14
    • 0034199303 scopus 로고    scopus 로고
    • On the nature and direction of relationships between constructs and measures
    • Edwards J.R., and Bagozzi R.P. On the nature and direction of relationships between constructs and measures. Psychological Methods 5 (2000) 155-174
    • (2000) Psychological Methods , vol.5 , pp. 155-174
    • Edwards, J.R.1    Bagozzi, R.P.2
  • 15
    • 58149367997 scopus 로고
    • Construct validity: Construct representation versus nomothetic span
    • Embretson S.E. Construct validity: Construct representation versus nomothetic span. Psychological Bulletin 93 (1983) 179-197
    • (1983) Psychological Bulletin , vol.93 , pp. 179-197
    • Embretson, S.E.1
  • 16
    • 0002301969 scopus 로고    scopus 로고
    • Multicomponent response models
    • van der Linden W.J., and Hambleton R.K. (Eds), Springer, New York
    • Embretson S.E. Multicomponent response models. In: van der Linden W.J., and Hambleton R.K. (Eds). Handbook of modern item response theory (1997), Springer, New York 305-321
    • (1997) Handbook of modern item response theory , pp. 305-321
    • Embretson, S.E.1
  • 17
    • 0032343060 scopus 로고    scopus 로고
    • A cognitive design system approach to generating valid tests: Application to abstract reasoning
    • Embretson S.E. A cognitive design system approach to generating valid tests: Application to abstract reasoning. Psychological Methods 3 (1998) 380-396
    • (1998) Psychological Methods , vol.3 , pp. 380-396
    • Embretson, S.E.1
  • 18
    • 0033236870 scopus 로고    scopus 로고
    • Generating items during testing: Psychometric issues and models
    • Embretson S.E. Generating items during testing: Psychometric issues and models. Psychometrika 64 (1999) 407-433
    • (1999) Psychometrika , vol.64 , pp. 407-433
    • Embretson, S.E.1
  • 21
    • 64649100830 scopus 로고    scopus 로고
    • A measurement model for Likert responses that incorporates response time
    • Ferrando P.J., and Lorenzo-Seva U. A measurement model for Likert responses that incorporates response time. Multivariate Behavioral Research 42 (2007) 675-706
    • (2007) Multivariate Behavioral Research , vol.42 , pp. 675-706
    • Ferrando, P.J.1    Lorenzo-Seva, U.2
  • 22
    • 0015738609 scopus 로고
    • The linear logistic test model as an instrument in educational research
    • Fischer G.H. The linear logistic test model as an instrument in educational research. Acta Psychologica 37 (1973) 359-374
    • (1973) Acta Psychologica , vol.37 , pp. 359-374
    • Fischer, G.H.1
  • 23
    • 0035534930 scopus 로고    scopus 로고
    • Bayesian estimation of a multilevel IRT model using Gibbs sampling
    • Fox J.-P., and Glas C.A.W. Bayesian estimation of a multilevel IRT model using Gibbs sampling. Psychometrika 66 (2001) 269-286
    • (2001) Psychometrika , vol.66 , pp. 269-286
    • Fox, J.-P.1    Glas, C.A.W.2
  • 26
    • 25444484077 scopus 로고    scopus 로고
    • Posterior predictive assessment of model fitness via realized discrepancies
    • Gelman A., Meng X.-L., and Stern H. Posterior predictive assessment of model fitness via realized discrepancies. Statistica Sinica 6 (1996) 733-807
    • (1996) Statistica Sinica , vol.6 , pp. 733-807
    • Gelman, A.1    Meng, X.-L.2    Stern, H.3
  • 27
    • 33744531866 scopus 로고    scopus 로고
    • Bayesian measures of explained variance and pooling in multilevel (hierarchical) models
    • Gelman A., and Pardoe I. Bayesian measures of explained variance and pooling in multilevel (hierarchical) models. Technometrics 48 (2006) 241-251
    • (2006) Technometrics , vol.48 , pp. 241-251
    • Gelman, A.1    Pardoe, I.2
  • 30
    • 30344484274 scopus 로고    scopus 로고
    • Manipulating processing difficulty of reading comprehension items: The feasibility of verbal item generation
    • Gorin J.S. Manipulating processing difficulty of reading comprehension items: The feasibility of verbal item generation. Journal of Educational Measurement 42 (2005) 351-373
    • (2005) Journal of Educational Measurement , vol.42 , pp. 351-373
    • Gorin, J.S.1
  • 32
    • 0000580035 scopus 로고
    • Relative efficacy of differential response latencies for detecting faking on a self-report measure of psychopathology
    • Holden R.R., and Kroner D.G. Relative efficacy of differential response latencies for detecting faking on a self-report measure of psychopathology. Psychological Assessment 4 (1992) 170-173
    • (1992) Psychological Assessment , vol.4 , pp. 170-173
    • Holden, R.R.1    Kroner, D.G.2
  • 33
    • 0000613292 scopus 로고
    • Conditional association and unidimensionality in monotone latent variable models
    • Holland P.W., and Rosenbaum P.R. Conditional association and unidimensionality in monotone latent variable models. The Annals of Statistics 14 (1986) 1523-1543
    • (1986) The Annals of Statistics , vol.14 , pp. 1523-1543
    • Holland, P.W.1    Rosenbaum, P.R.2
  • 34
    • 85142552690 scopus 로고    scopus 로고
    • Item-generation models for higher order cognitive functions
    • Irvine S.H., and Kyllonen P.C. (Eds), Erlbaum, Mahwah, NJ
    • Hornke L.F. Item-generation models for higher order cognitive functions. In: Irvine S.H., and Kyllonen P.C. (Eds). Item generation for test development (2002), Erlbaum, Mahwah, NJ 159-178
    • (2002) Item generation for test development , pp. 159-178
    • Hornke, L.F.1
  • 35
    • 84970316328 scopus 로고
    • Rule-based item bank construction and evaluation within the linear logistic framework
    • Hornke L.F., and Habon M.W. Rule-based item bank construction and evaluation within the linear logistic framework. Applied Psychological Measurement 10 (1986) 369-380
    • (1986) Applied Psychological Measurement , vol.10 , pp. 369-380
    • Hornke, L.F.1    Habon, M.W.2
  • 37
    • 85142554566 scopus 로고    scopus 로고
    • The foundations of item generation for mass testing
    • Irvine S.H., and Kyllonen P.C. (Eds), Erlbaum, Mahwah, NJ
    • Irvine S.H. The foundations of item generation for mass testing. In: Irvine S.H., and Kyllonen P.C. (Eds). Item generation for test development (2002), Erlbaum, Mahwah, NJ 3-34
    • (2002) Item generation for test development , pp. 3-34
    • Irvine, S.H.1
  • 40
    • 0035536719 scopus 로고    scopus 로고
    • Cognitive assessment models with few assumptions, and connections with nonparametric item response theory
    • Junker B.W., and Sijtsma K. Cognitive assessment models with few assumptions, and connections with nonparametric item response theory. Applied Psychological Measurement 25 (2001) 258-272
    • (2001) Applied Psychological Measurement , vol.25 , pp. 258-272
    • Junker, B.W.1    Sijtsma, K.2
  • 42
    • 61449153050 scopus 로고    scopus 로고
    • A multivariate multilevel approach to the modeling of accuracy and speed of test takers
    • in press, DOI: 10.1007/S11336-008- 9075-Y
    • Klein Entink, R. H., Fox, J.-P., & van der Linden, W. J. (in press). A multivariate multilevel approach to the modeling of accuracy and speed of test takers. Psychometrika. (DOI: 10.1007/S11336-008- 9075-Y).
    • Psychometrika
    • Klein Entink, R.H.1    Fox, J.-P.2    van der Linden, W.J.3
  • 43
    • 30544434873 scopus 로고    scopus 로고
    • Inequality constrained analysis of variance: A Bayesian approach
    • Klugkist I., Laudy O., and Hoijtink H. Inequality constrained analysis of variance: A Bayesian approach. Psychological Methods 10 (2005) 477-493
    • (2005) Psychological Methods , vol.10 , pp. 477-493
    • Klugkist, I.1    Laudy, O.2    Hoijtink, H.3
  • 44
    • 17444404172 scopus 로고    scopus 로고
    • Using data augmentation to obtain standard errors and conduct hypothesis tests in latent class and latent transition analysis
    • Lanza S.T., Collins L.M., Schafer J.L., and Flaherty B.P. Using data augmentation to obtain standard errors and conduct hypothesis tests in latent class and latent transition analysis. Psychological Methods 10 (2005) 84-100
    • (2005) Psychological Methods , vol.10 , pp. 84-100
    • Lanza, S.T.1    Collins, L.M.2    Schafer, J.L.3    Flaherty, B.P.4
  • 49
    • 21144471504 scopus 로고
    • Additive and multiplicative models for gamma distributed random variables, and their application as psychometric models for response times
    • Maris E. Additive and multiplicative models for gamma distributed random variables, and their application as psychometric models for response times. Psychometrika 58 (1993) 445-469
    • (1993) Psychometrika , vol.58 , pp. 445-469
    • Maris, E.1
  • 51
    • 33846454283 scopus 로고    scopus 로고
    • Cognitive psychology and educational assessment
    • Brennan R.L. (Ed), American Council on Education/Praeger, Westport, CT
    • Mislevy R.J. Cognitive psychology and educational assessment. In: Brennan R.L. (Ed). Educational measurement. 4th ed. (2006), American Council on Education/Praeger, Westport, CT 257-305
    • (2006) Educational measurement. 4th ed. , pp. 257-305
    • Mislevy, R.J.1
  • 52
    • 0001019640 scopus 로고
    • Modeling item responses when different subjects employ different solution strategies
    • Mislevy R.J., and Verhelst N. Modeling item responses when different subjects employ different solution strategies. Psychometrika 55 (1990) 195-215
    • (1990) Psychometrika , vol.55 , pp. 195-215
    • Mislevy, R.J.1    Verhelst, N.2
  • 55
    • 0033411905 scopus 로고    scopus 로고
    • A straightforward approach to Markov Chain Monte Carlo methods for item response models
    • Patz R.J., and Junker B.W. A straightforward approach to Markov Chain Monte Carlo methods for item response models. Journal of Educational and Behavioral Statistics 24 (1999) 146-178
    • (1999) Journal of Educational and Behavioral Statistics , vol.24 , pp. 146-178
    • Patz, R.J.1    Junker, B.W.2
  • 56
    • 0036063305 scopus 로고    scopus 로고
    • Complexity of geometric inductive reasoning tasks: Contribution to the understanding of fluid intelligence
    • Primi R. Complexity of geometric inductive reasoning tasks: Contribution to the understanding of fluid intelligence. Intelligence 30 (2001) 41-70
    • (2001) Intelligence , vol.30 , pp. 41-70
    • Primi, R.1
  • 58
    • 58149404021 scopus 로고
    • A theory of memory retrieval
    • Ratcliff R. A theory of memory retrieval. Psychological Review 85 (1978) 59-108
    • (1978) Psychological Review , vol.85 , pp. 59-108
    • Ratcliff, R.1
  • 62
    • 0001858775 scopus 로고    scopus 로고
    • Models for speed and time-limit tests
    • van der Linden W.J., and Hambleton R. (Eds), Springer, New York
    • Roskam E.E. Models for speed and time-limit tests. In: van der Linden W.J., and Hambleton R. (Eds). Handbook of modern item response theory (1997), Springer, New York 187-208
    • (1997) Handbook of modern item response theory , pp. 187-208
    • Roskam, E.E.1
  • 63
    • 84970751365 scopus 로고
    • Rasch models in latent classes: An integration of two approaches to item analysis
    • Rost J. Rasch models in latent classes: An integration of two approaches to item analysis. Applied Psychological Measurement 14 (1990) 271-282
    • (1990) Applied Psychological Measurement , vol.14 , pp. 271-282
    • Rost, J.1
  • 65
    • 3042633762 scopus 로고    scopus 로고
    • A hierarchical Bayesian statistical framework for response time distributions
    • Rouder J.N., Sun D., Speckman P.L., Lu J., and Zhou D. A hierarchical Bayesian statistical framework for response time distributions. Psychometrika 68 (2003) 589-606
    • (2003) Psychometrika , vol.68 , pp. 589-606
    • Rouder, J.N.1    Sun, D.2    Speckman, P.L.3    Lu, J.4    Zhou, D.5
  • 66
    • 64649101613 scopus 로고    scopus 로고
    • Cognitive foundations of structured item response models
    • Leighton J.P., and Gierl M.J. (Eds), Cambridge University Press, Cambridge, England
    • Rupp A.A., and Mislevy R.J. Cognitive foundations of structured item response models. In: Leighton J.P., and Gierl M.J. (Eds). Cognitive diagnostic assessment for education: Theories and applications (2007), Cambridge University Press, Cambridge, England 205-240
    • (2007) Cognitive diagnostic assessment for education: Theories and applications , pp. 205-240
    • Rupp, A.A.1    Mislevy, R.J.2
  • 68
    • 34548831927 scopus 로고    scopus 로고
    • Individual differences in components of reaction time distributions and their relations to working memory and intelligence
    • Schmiedek F., Oberauer K., Wilhelm O., Süss H.-M., and Wittmann W.W. Individual differences in components of reaction time distributions and their relations to working memory and intelligence. Journal of Experimental Psychology: General 136 (2007) 414-429
    • (2007) Journal of Experimental Psychology: General , vol.136 , pp. 414-429
    • Schmiedek, F.1    Oberauer, K.2    Wilhelm, O.3    Süss, H.-M.4    Wittmann, W.W.5
  • 69
    • 0031287457 scopus 로고    scopus 로고
    • Modeling item response times with a two-state mixture model: A new method for measuring speededness
    • Schnipke D.L., and Scrams D.J. Modeling item response times with a two-state mixture model: A new method for measuring speededness. Journal of Educational Measurement 34 (1997) 213-232
    • (1997) Journal of Educational Measurement , vol.34 , pp. 213-232
    • Schnipke, D.L.1    Scrams, D.J.2
  • 70
    • 30344469096 scopus 로고    scopus 로고
    • Assessing fit of unidimensional item response theory models using a Bayesian approach
    • Sinharay S. Assessing fit of unidimensional item response theory models using a Bayesian approach. Journal of Educational Measurement 42 (2005) 375-394
    • (2005) Journal of Educational Measurement , vol.42 , pp. 375-394
    • Sinharay, S.1
  • 72
    • 37349019755 scopus 로고    scopus 로고
    • Boa: An R package for MCMC output convergence assessment and posterior inference
    • Smith B.J. Boa: An R package for MCMC output convergence assessment and posterior inference. Journal of Statistical Software 21 (2007) 1-37
    • (2007) Journal of Statistical Software , vol.21 , pp. 1-37
    • Smith, B.J.1
  • 74
    • 58149407745 scopus 로고
    • Component processes in analogical reasoning
    • Sternberg R.J. Component processes in analogical reasoning. Psychological Review 84 (1977) 353-378
    • (1977) Psychological Review , vol.84 , pp. 353-378
    • Sternberg, R.J.1
  • 75
    • 0002496093 scopus 로고
    • Timed testing: An approach using item response theory
    • Weiss D.J. (Ed), Academic Press, New York
    • Thissen D. Timed testing: An approach using item response theory. In: Weiss D.J. (Ed). New horizons in testing (1983), Academic Press, New York 179-203
    • (1983) New horizons in testing , pp. 179-203
    • Thissen, D.1
  • 76
    • 21844501880 scopus 로고
    • Psychometric and information processing properties of selected response time models
    • van Breukelen G.J.P. Psychometric and information processing properties of selected response time models. Psychometrika 60 (1995) 95-113
    • (1995) Psychometrika , vol.60 , pp. 95-113
    • van Breukelen, G.J.P.1
  • 77
    • 24344486142 scopus 로고    scopus 로고
    • Psychometric modeling of response speed and accuracy with mixed and conditional regression
    • van Breukelen G.J.P. Psychometric modeling of response speed and accuracy with mixed and conditional regression. Psychometrika 70 (2005) 359-376
    • (2005) Psychometrika , vol.70 , pp. 359-376
    • van Breukelen, G.J.P.1
  • 79
    • 34247845175 scopus 로고    scopus 로고
    • A hierarchical framework for modeling speed and accuracy on test items
    • van der Linden W.J. A hierarchical framework for modeling speed and accuracy on test items. Psychometrika 72 (2007) 287-308
    • (2007) Psychometrika , vol.72 , pp. 287-308
    • van der Linden, W.J.1
  • 81
    • 0033245649 scopus 로고    scopus 로고
    • Using response-time constraints to control for speededness in computerized adaptive testing
    • van der Linden W.J., Scrams D.J., and Schnipke D.L. Using response-time constraints to control for speededness in computerized adaptive testing. Applied Psychological Measurement 23 (1999) 195-210
    • (1999) Applied Psychological Measurement , vol.23 , pp. 195-210
    • van der Linden, W.J.1    Scrams, D.J.2    Schnipke, D.L.3
  • 82
    • 0042332231 scopus 로고    scopus 로고
    • Using response times to detect aberrant responses in computerized adaptive testing
    • van der Linden W.J., and van Krimpen-Stoop E.M.L.A. Using response times to detect aberrant responses in computerized adaptive testing. Psychometrika 68 (2003) 251-265
    • (2003) Psychometrika , vol.68 , pp. 251-265
    • van der Linden, W.J.1    van Krimpen-Stoop, E.M.L.A.2
  • 84
    • 21844487977 scopus 로고
    • Computing Bayes factors using a generalization of the Savage-Dickey density ratio
    • Verdinelli I., and Wasserman L. Computing Bayes factors using a generalization of the Savage-Dickey density ratio. Journal of the American Statistical Association 90 (1995) 614-618
    • (1995) Journal of the American Statistical Association , vol.90 , pp. 614-618
    • Verdinelli, I.1    Wasserman, L.2
  • 85
    • 0001820925 scopus 로고    scopus 로고
    • Models for time-limit tests
    • van der Linden W.J., and Hambleton R.K. (Eds), Springer, New York
    • Verhelst N., Verstralen H., and Jansen M. Models for time-limit tests. In: van der Linden W.J., and Hambleton R.K. (Eds). Handbook of modern item response theory (1997), Springer, New York 169-185
    • (1997) Handbook of modern item response theory , pp. 169-185
    • Verhelst, N.1    Verstralen, H.2    Jansen, M.3
  • 86
    • 24944474902 scopus 로고    scopus 로고
    • Development and calibration of an item response model that incorporates response time
    • Wang T., and Hanson B.A. Development and calibration of an item response model that incorporates response time. Applied Psychological Measurement 29 (2005) 323-339
    • (2005) Applied Psychological Measurement , vol.29 , pp. 323-339
    • Wang, T.1    Hanson, B.A.2
  • 88
    • 64649092758 scopus 로고    scopus 로고
    • Exploiting the speed-accuracy trade-off
    • Ackerman P.L., Kyllonen P.C., and Roberts R.D. (Eds), American Psychological Association, Washington, DC
    • Wright D.E., and Dennis I. Exploiting the speed-accuracy trade-off. In: Ackerman P.L., Kyllonen P.C., and Roberts R.D. (Eds). Learning and individual differences: Process, trait, and content determinants (1999), American Psychological Association, Washington, DC 231-248
    • (1999) Learning and individual differences: Process, trait, and content determinants , pp. 231-248
    • Wright, D.E.1    Dennis, I.2


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