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Focus Article

Measuring Ability, Speed, or Both? Challenges, Psychometric Solutions, and What Can Be Gained From Experimental Control

Keep up to date with the latest research on this topic with citation updates for this article.

Read on this site (16)

Florian Schmiedek, Ulf Kroehne, Frank Goldhammer, John J. Prindle, Ulman Lindenberger, Johanna Klinger-König, Hans J. Grabe, Steffi G. Riedel-Heller, Alexander Pabst, Fabian Streit, Lea Zillich, Luca Kleineidam, Michael Wagner, Marcella Rietschel, Dan Rujescu, Börge Schmidt, Nako Investigators & Klaus Berger. (2023) General cognitive ability assessment in the German National Cohort (NAKO) – The block-adaptive number series task. The World Journal of Biological Psychiatry 24:10, pages 924-935.
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Peter W. van Rijn, Yigal Attali & Usama S. Ali. (2023) Impact of Scoring Instructions, Timing, and Feedback on Measurement: An Experimental Study. The Journal of Experimental Education 91:3, pages 576-598.
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Benjamin Becker, Peter van Rijn, Dylan Molenaar & Dries Debeer. (2022) Item order and speededness: implications for test fairness in higher educational high-stakes testing. Assessment & Evaluation in Higher Education 47:7, pages 1030-1042.
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James J. Thompson. (2022) Application of Network Analysis to Description and Prediction of Assessment Outcomes. Measurement: Interdisciplinary Research and Perspectives 20:3, pages 121-138.
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Elodie Pools. (2022) Not-reached Items: An Issue of Time and of test-taking Disengagement? the Case of PISA 2015 Reading Data. Applied Measurement in Education 35:3, pages 197-221.
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Joseph DeGutis, Xian Li, Bar Yosef & Maruti V. Mishra. (2022) Not so fast! Response times in the computerized Benton Face Recognition Test may not reflect face recognition ability. Cognitive Neuropsychology 39:3-4, pages 155-169.
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Karl Schweizer, Tengfei Wang & Xuezhu Ren. (2022) On the detection of speededness in data despite selective responding using factor analysis. The Journal of Experimental Education 90:2, pages 486-504.
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Jochen Ranger, Jörg-Tobias Kuhn & Steffi Pohl. (2021) Effects of Motivation on the Accuracy and Speed of Responding in Tests: The Speed-Accuracy Tradeoff Revisited. Measurement: Interdisciplinary Research and Perspectives 19:1, pages 15-38.
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Esther Ulitzsch, Matthias von Davier & Steffi Pohl. (2020) Using Response Times for Joint Modeling of Response and Omission Behavior. Multivariate Behavioral Research 55:3, pages 425-453.
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Maria Bolsinova & Dylan Molenaar. (2019) Nonlinear Indicator-Level Moderation in Latent Variable Models. Multivariate Behavioral Research 54:1, pages 62-84.
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Bryan Maddox. (2017) Talk and Gesture as Process Data. Measurement: Interdisciplinary Research and Perspectives 15:3-4, pages 113-127.
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Dylan Molenaar, Daniel Oberski, Jeroen Vermunt & Paul De Boeck. (2016) Hidden Markov Item Response Theory Models for Responses and Response Times. Multivariate Behavioral Research 51:5, pages 606-626.
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Florian Schmitz & Oliver Wilhelm. (2015) Item-Level Time Limits Are Not a Panacea. Measurement: Interdisciplinary Research and Perspectives 13:3-4, pages 182-185.
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Maria Bolsinova & Jesper Tijmstra. (2015) Can Response Speed Be Fixed Experimentally, and Does This Lead to Unconfounded Measurement of Ability?. Measurement: Interdisciplinary Research and Perspectives 13:3-4, pages 165-168.
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Jörg-Tobias Kuhn & Jochen Ranger. (2015) Measuring Speed, Ability, or Motivation: A Comment on Goldhammer (2015). Measurement: Interdisciplinary Research and Perspectives 13:3-4, pages 173-176.
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Steven L. Wise. (2015) Response Time as an Indicator of Test Taker Speed: Assumptions Meet Reality. Measurement: Interdisciplinary Research and Perspectives 13:3-4, pages 186-188.
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Articles from other publishers (23)

Benjamin Becker, Sebastian Weirich, Frank GoldhammerDries Debeer. (2023) Controlling the Speededness of Assembled Test Forms: A Generalization to the Three‐Parameter Lognormal Response Time Model. Journal of Educational Measurement 60:4, pages 551-574.
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Yang Liu & Weimeng Wang. (2023) What Can We Learn from a Semiparametric Factor Analysis of Item Responses and Response Time? An Illustration with the PISA 2015 Data. Psychometrika.
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Ick Hoon Jin, Jonghyun Yun, Hyunjoo Kim & Minjeong Jeon. (2023) A latent space accumulator model for response time: Applications to cognitive assessment data. Stat 12:1.
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Dylan MolenaarMariana CúriJorge L. Bazán. (2022) Zero and One Inflated Item Response Theory Models for Bounded Continuous Data. Journal of Educational and Behavioral Statistics 47:6, pages 693-735.
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Joseph A. Rios. (2021) Assessing the Accuracy of Parameter Estimates in the Presence of Rapid Guessing Misclassifications. Educational and Psychological Measurement 82:1, pages 122-150.
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Ulrich Ludewig, Matthias Trendtel, Theresa Schlitter & Nele McElvany. (2022) Adaptives Testen von Textverständnis in der Grundschule. Diagnostica 68:1, pages 39-50.
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Frank Goldhammer, Carolin Hahnel, Ulf Kroehne & Fabian Zehner. (2021) From byproduct to design factor: on validating the interpretation of process indicators based on log data. Large-scale Assessments in Education 9:1.
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Dakota W. Cintron. (2021) Methods for Measuring Speededness: Chronology, Classification, and Ensuing Research and Development. ETS Research Report Series 2021:1, pages 1-36.
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Benjamin Becker, Dries Debeer, Sebastian Weirich & Frank Goldhammer. (2021) On the Speed Sensitivity Parameter in the Lognormal Model for Response Times and Implications for High-Stakes Measurement Practice. Applied Psychological Measurement 45:6, pages 407-422.
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Matej Čeh & Marija Molan. (2021) Evalvacija zaznavno-motoričnih sposobnosti za ugotavljanje učinkovitega vedenja v varnostno zahtevnih situacijah. Psihološka obzorja / Horizons of Psychology, pages 171-181.
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Aya Hussein, Sondoss Elsawah & Hussein Abbass. (2019) A System Dynamics Model for Human Trust in Automation under Speed and Accuracy Requirements. Proceedings of the Human Factors and Ergonomics Society Annual Meeting 63:1, pages 822-826.
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Steffi Pohl, Esther Ulitzsch & Matthias von Davier. (2019) Using Response Times to Model Not-Reached Items due to Time Limits. Psychometrika 84:3, pages 892-920.
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Ulf Kroehne, Carolin Hahnel & Frank Goldhammer. (2019) Invariance of the Response Processes Between Gender and Modes in an Assessment of Reading. Frontiers in Applied Mathematics and Statistics 5.
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Jesper Tijmstra & Maria Bolsinova. (2018) On the Importance of the Speed-Ability Trade-Off When Dealing With Not Reached Items. Frontiers in Psychology 9.
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Susan F. Birkhead. (2018) Testing Off the Clock: Allowing Extended Time for All Students on Tests. Journal of Nursing Education 57:3, pages 166-169.
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Peter W. van Rijn & Usama S. Ali. (2017) A Generalized Speed–Accuracy Response Model for Dichotomous Items. Psychometrika 83:1, pages 109-131.
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Giora Alexandron, José A. Ruipérez-Valiente, Sunbok Lee & David E. Pritchard. 2018. Lifelong Technology-Enhanced Learning. Lifelong Technology-Enhanced Learning 74 87 .
Radek Pelánek. (2017) Bayesian knowledge tracing, logistic models, and beyond: an overview of learner modeling techniques. User Modeling and User-Adapted Interaction 27:3-5, pages 313-350.
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Frank Goldhammer, Merle A. Steinwascher, Ulf Kroehne & Johannes Naumann. (2017) Modelling individual response time effects between and within experimental speed conditions: A GLMM approach for speeded tests . British Journal of Mathematical and Statistical Psychology 70:2, pages 238-256.
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Paul De Boeck, Haiqin Chen & Mark Davison. (2017) Spontaneous and imposed speed of cognitive test responses. British Journal of Mathematical and Statistical Psychology 70:2, pages 225-237.
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Maria Bolsinova, Jesper Tijmstra & Dylan Molenaar. (2016) Response moderation models for conditional dependence between response time and response accuracy. British Journal of Mathematical and Statistical Psychology 70:2, pages 257-279.
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Patrick Kyllonen & Jiyun Zu. (2016) Use of Response Time for Measuring Cognitive Ability. Journal of Intelligence 4:4, pages 14.
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Dylan Molenaar, Maria Bolsinova, Sandor Rozsa & Paul De Boeck. (2016) Response Mixture Modeling of Intraindividual Differences in Responses and Response Times to the Hungarian WISC-IV Block Design Test. Journal of Intelligence 4:3, pages 10.
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