A Generalized Model for Predicting Postcompletion Errors

A postcompletion error is a type of procedural error that occurs after the main goal of a task has been accomplished. There is a strong theoretical foundation accounting for postcompletion errors (Altmann & Trafton, 2002; Byrne & Bovair, 1997). This theoretical foundation has been leveraged to develop a logistic regression model of postcompletion errors based on reaction time and eye movement measures (Ratwani, McCurry, & Trafton, 2008). This study further develops and extends this predictive model by (a) validating the model and the general set of predictors on a new task to test the robustness of the model, and (b) determining which specific theoretical components are most important to postcompletion error prediction.

[1]  Ann Blandford,et al.  The effect of interruptions on postcompletion and other procedural errors: an account based on the activation-based goal memory model. , 2008, Journal of experimental psychology. Applied.

[2]  Raj M. Ratwani,et al.  Predicting postcompletion errors using eye movements , 2008, CHI.

[3]  D. Plaut,et al.  Doing without schema hierarchies: a recurrent connectionist approach to normal and impaired routine sequential action. , 2004, Psychological review.

[4]  K. Rayner Eye movements in reading and information processing: 20 years of research. , 1998, Psychological bulletin.

[5]  Wayne D. Gray The nature and processing of errors in interactive behavior , 2000, Cogn. Sci..

[6]  C. Y. Peng,et al.  An Introduction to Logistic Regression Analysis and Reporting , 2002 .

[7]  J. Rasmussen,et al.  Mental procedures in real-life tasks: a case study of electronic trouble shooting. , 1974, Ergonomics.

[8]  J. Gregory Trafton,et al.  Memory for goals: an activation-based model , 2002, Cogn. Sci..

[9]  E. M. Altmann,et al.  Timecourse of recovery from task interruption: Data and a model , 2006, Psychonomic bulletin & review.

[10]  K. Rayner Eye movements in reading and information processing. , 1978, Psychological bulletin.

[11]  H Pashler,et al.  How persuasive is a good fit? A comment on theory testing. , 2000, Psychological review.

[12]  Gerd Gigerenzer,et al.  Homo Heuristicus: Why Biased Minds Make Better Inferences , 2009, Top. Cogn. Sci..

[13]  M. Byrne,et al.  A Working Memory Model of a Common Procedural Error , 1997 .

[14]  Neil A. Macmillan,et al.  Detection theory: A user's guide, 2nd ed. , 2005 .

[15]  M. Just,et al.  Eye fixations and cognitive processes , 1976, Cognitive Psychology.

[16]  Michael D. Byrne,et al.  Task Structure and Postcompletion Error in the Execution of a Routine Procedure , 2006, Hum. Factors.

[17]  B. Tabachnick,et al.  Using Multivariate Statistics , 1983 .

[18]  Tom Fawcett,et al.  An introduction to ROC analysis , 2006, Pattern Recognit. Lett..

[19]  Michael D. Byrne,et al.  Cue effectiveness in mitigating postcompletion errors in a routine procedural task , 2008, Int. J. Hum. Comput. Stud..

[20]  T. Shallice,et al.  CONTENTION SCHEDULING AND THE CONTROL OF ROUTINE ACTIVITIES , 2000, Cognitive neuropsychology.