Dynamic Task Selection in Flight Management System Training

The effects of 3 task selection methods on test performance and training efficiency in a computer-based flight management system (FMS) training were investigated. A fixed condition was compared to a learner control condition and a condition using the participants' self-rated performance and mental effort. Although the experimental conditions revealed more positive training effects, no differences were found for training efficiency and test performance. A follow-up study did not confirm the alternative hypothesis that these results were caused by the higher amount of tasks in the fixed condition. Extra analyses suggested that the quality of self-rating needs to be considered in future research.

[1]  Fred Paas,et al.  Dynamic problem selection in air traffic control training: a comparison between performance, mental effort and mental efficiency , 2001, Comput. Hum. Behav..

[2]  J. G. Schuurman,et al.  Redirecting learners' attention during training: Effects on cognitive load, transfer test performance and training efficiency. , 2002 .

[3]  F. Paas,et al.  Instructional control of cognitive load in the training of complex cognitive tasks , 1994 .

[4]  John Sweller,et al.  Cognitive Load Theory: Instructional Implications of the Interaction between Information Structures and Cognitive Architecture , 2004 .

[5]  Beth Lyall,et al.  Training Approaches and Considerations For Automated Aircraft: A Summary of Training Development Experiences , 1998 .

[6]  E. R. Steinberg Cognition and learner control: a literature review, 1977–1988 , 1989 .

[7]  Richard E. Clark,et al.  Blueprints for complex learning: The 4C/ID-model , 2002 .

[8]  Nancy Higginbotham-Wheat,et al.  Interactivity: What Is It and What Can It Do for Computer-Based Instruction? , 1991 .

[9]  Fred Paas,et al.  ADAPTIT: Tools for training design and evaluation , 2002 .

[10]  Otto Jelsma,et al.  Training for reflective expertise: A four-component instructional design model for complex cognitive skills , 1992 .

[11]  Robert A. Bjork,et al.  Assessing our own competence: Heuristics and illusions. , 1999 .

[12]  Fred Paas,et al.  Mental Effort and Performance as Determinants for the Dynamic Selection of Learning Tasks in Air Traffic Control Training , 2004 .

[13]  S. Kozlowski,et al.  Adaptive Guidance: Enhancing Self-Regulation, Knowledge, and Performance in Technology-Based Training , 2002 .

[14]  Herbert J. Walberg,et al.  Learner-Control Effects: A Review of Reviews and a Meta-Analysis , 1996 .

[15]  F. Paas,et al.  Cognitive Load Measurement as a Means to Advance Cognitive Load Theory , 2003 .

[16]  Esther R. Steinberg,et al.  Review of Student Control in Computer-Assisted Instruction , 1977 .

[17]  Fred Paas,et al.  A comparison of approaches to learning task selection in the training of complex cognitive skills , 2006, Comput. Hum. Behav..

[18]  Susana Rubio,et al.  Evaluation of Subjective Mental Workload: A Comparison of SWAT, NASA‐TLX, and Workload Profile Methods , 2004 .

[19]  Jeroen J. G. van Merriënboer,et al.  The Transfer Paradox: Effects of Contextual Interference on Retention and Transfer Performance of a Complex Cognitive Skill , 1997 .

[20]  Fred G. W. C. Paas,et al.  The Efficiency of Instructional Conditions: An Approach to Combine Mental Effort and Performance Measures , 1992 .

[21]  F. Paas,et al.  Cognitive Load Theory and Instructional Design: Recent Developments , 2003 .

[22]  J. Beatty,et al.  Pupillary responses during information processing vary with Scholastic Aptitude Test scores. , 1979, Science.

[23]  M. Tousignant,et al.  Accuracy of Student Self-Assessment Ability Compared to Their Own Performance in a Problem-Based Learning Medical Program: A Correlation Study , 2002, Advances in health sciences education : theory and practice.

[24]  Michael D. Williams,et al.  A Comprehensive Review of Learner-Control: The Role of Learner Characteristics. , 1993 .