TY - GEN
T1 - How effective feedback for training depends on learner resources and task demands
AU - McLaughlin, Anne Collins
AU - Rogers, Wendy A.
AU - Fisk, Arthur D.
PY - 2006
Y1 - 2006
N2 - Systems now may collect almost unlimited amounts of data on performance during learning. However, it is critical to ensure appropriate data are presented properly to the human to aid learning of a system. At the present time, extensive literature exists on training, but there is no agreed upon method of choosing exactly the data to present as feedback during training. This uncertainty is due to the lack of underlying principles for making feedback effective. This paper presents a formulation of feedback principles based on an understanding of the processing demands on the human operator. We explain how variables such as amount of structure and support in feedback interact with the human operator and the task to be learned. With this knowledge, designers may choose suitable feedback for training.
AB - Systems now may collect almost unlimited amounts of data on performance during learning. However, it is critical to ensure appropriate data are presented properly to the human to aid learning of a system. At the present time, extensive literature exists on training, but there is no agreed upon method of choosing exactly the data to present as feedback during training. This uncertainty is due to the lack of underlying principles for making feedback effective. This paper presents a formulation of feedback principles based on an understanding of the processing demands on the human operator. We explain how variables such as amount of structure and support in feedback interact with the human operator and the task to be learned. With this knowledge, designers may choose suitable feedback for training.
UR - https://www.scopus.com/pages/publications/35348942144
UR - https://www.scopus.com/pages/publications/35348942144#tab=citedBy
U2 - 10.1177/154193120605002504
DO - 10.1177/154193120605002504
M3 - Conference contribution
AN - SCOPUS:35348942144
SN - 9780945289296
T3 - Proceedings of the Human Factors and Ergonomics Society
SP - 2624
EP - 2628
BT - Proceedings of the Human Factors and Ergonomics Society 50th Annual Meeting, HFES 2006
PB - Human Factors and Ergonomics Society Inc.
T2 - 50th Annual Meeting of the Human Factors and Ergonomics Society, HFES 2006
Y2 - 16 October 2006 through 20 October 2006
ER -