Instructional Strategies for Simulation-Based Learning

Abstract

Simulation is defined broadly here as a situation that enables relationships in a model to be explored and observed. The key features of instructional simulation (structural modeling, fidelity, interactivity and artificiality) are set out as a basis for considering instructional strategies that are appropriate to simulation. Instructional goals are also, it is argued, a strong determiner of approach. Broad instructional strategies for simulation are simplification and support, the former emphasizing graded levels of model complexity, and the latter help to keep the student involved and in tune with the model. Specific instructional strategies emphasize the distinction between procedural and process simulation. How these instructional strategies can be important for ITS development is discussed.

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References

Richardson

, Simulator Fidelity and Training Effectiveness: A Task-Centered Model, Report prepared for McDonnell Douglas Training Systems, March 1990.

Brown

J. S.

, Learning by Doing Revisited for Electronic Learning Environments, in The Future of Electronic Learning, White

(ed)., Erlbaum, Hillsdale, New Jersey, 1983.

Reigeluth

and Schwartz

, An Instructional Theory for the Design of Computer-Based Simulations, Journal of Computer-Based Instruction, 16, pp. 1–10, 1989.

Regian

, Representing and Teaching High-Performance Tasks within Intelligent Tutoring Systems, in Proceedings of the 2nd Intelligent Tutoring Systems Research Forum, Burns

and Lockhart

(eds.), San Antonio, pp. 11–22, 1989.

Reigeluth

and Stein

, The Elaboration Theory of Instruction, in Instructional Design Theories and Models: An Overview of Their Current Status, Reigeluth

(ed.), Erlbaum, Hillsdale, New Jersey, 1983.

Duchastel

, ICAI Systems: The Nature of Learner Control, Journal of Educational Computing Research, 2, pp. 379–393, 1986.

Widman

Loparo

, and Nielsen

, Artificial Intelligence, Simulation, and Modeling, Wiley, New York, 1989.

Ausubel

Novack

, and Hanesian

, Educational Psychology: A Cognitive View, (2nd Edition), Holt, Rinehart & Winston, New York, 1978.

White

and Frederiksen

, Intelligent Tutoring Systems Based upon Qualitative Model Evolution, Proceedings of the National Conference on Artificial Intelligence, Philadelphia, pp. 313–319, 1986.

10.

Wenger

, Artificial Intelligence and Tutoring Systems, Morgan Kaufman, Los Altos, California, 1987.

11.

Goldstein

, The Genetic Graph: A Representation for the Evolution of Procedural Knowledge, in Intelligent Tutoring Systems, Sleeman

and Brown

J. S.

(eds.), Academic Press, New York, 1982.

12.

Duchastel

, ICAI Systems: Issues in Computer Tutoring, Computers & Education, 13, pp. 95–100, 1989.

13.

Gagne

and Briggs

, Principles of Instructional Design, (2nd Edition), Holt, Rinehart & Winston, New York, 1979.

14.

Merrill

, Component Display Theory, in Instructional Design Theories and Models: An Overview of Their Current Status, Reigeluth

(ed.), Erlbaum, Hillsdale, New Jersey, 1983.

15.

Scandura

, Instructional Strategies Based on the Structural Learning Theory, in Instructional Design Theories and Models: An Overview of Their Current Status, Reigeluth

(ed.), Erlbaum, Hillsdale, New Jersey, 1983.

16.

Murray

, Control for Intelligent Tutoring Systems: A Blackboard-Based Dynamic Instructional Planner, AICOM, 2: 1, pp. 41–57, 1989.

17.

Jonassen

and Mandl

(eds.), The Design of Hyper Text for Learning, Springer Verlag, New York, 1990.

18.

Oliveira

and Pereira

(eds.), Structures of Communication and Intelligent Helps to Hypermedia Courseware, Springer Verlag, New York, 1990.

19.

P. Duchastel, J. Imbeau and the STI Group , On Interacting with Information: OPTICLAB, International Journal of Educational Research, 12, pp. 811–820, 1988.

20.

Duchastel

, Assimilatory Tools for Informal Learning, Instructional Science, 19, pp. 3–9, 1990.

21.

Duchastel

, Integrating Hypermedia into Intelligent Tutoring, in Structures of Communication and Intelligent Helps to Hypermedia Courseware, Oliveira

and Pereira

(eds.), Springer Verlag, New York, 1990.