Better Decision Making in Complex, Dynamic Tasks

Training with Human-Facilitated Interactive Learning Environments

Hassan Qudrat-Ullah (Autor)

Buch | Softcover

XX, 252 Seiten

2016 | 1. Softcover reprint of the original 1st ed. 2015
Springer International Publishing (Verlag)
978-3-319-38207-4 (ISBN)

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Computer simulation-based education and training is a multi-billion dollar industry. With the increased complexity of organizational decision making, projected demand for computer simulation-based decisional aids is on the rise. The objective of this book is to enhance systematically our understanding of and gain insights into the general process by which human facilitated ILEs are effectively designed and used in improving users' decision making in dynamic tasks. This book is divided into four major parts. Part I serves as an introduction to the subject of "decision making in dynamic tasks", its importance and its complexity. Part II provides background material, drawing upon the relevant literature, for the development of an integrated process model on the effectiveness of human facilitated ILEs in improving decision making in dynamic tasks. Part III focuses on the design, development and application of Fish Bank ILE, in laboratory experiments, to gather empirical evidence for the validity of the process model. Finally, part IV presents a comprehensive analysis of the gathered data to provide a powerful basis for understating important phenomena of training with human facilitated simulation-based learning environments, thereby, help to drive critical lessons to be learned. This book provides the reader with both a comprehensive understanding of the phenomena encountered in decision making with human facilitated ILEs and a unique way of studying the effects of these phenomena on people's ability to make better decision in complex, dynamic tasks. This book is intended to be of use to managers and practitioners, researchers and students of dynamic decision making. The background material of Part II provides a solid base to understand and organize the existing experimental research literature and approaches.

Preface.- PART ONE: INTRODUCTION TO DECISION MAKING IN COMPELX, DYNAMIC TASKS.- 1. Dynamic Decision Making and Learning: An Introduction.- PART TWO: DEVELOPMENT OF A PROCESS MODEL FOR BETETR DECISION MAKING.- 2. Empirical Evidence on Dynamic Decision Making and ILEs.- 3. Towards a Road to Success: The Development of the Integrated Process Model.- 4. Seeking the Truth: Human-Facilitated ILEs and Hypotheses Development.- PART THREE: SETTING THE STAGE FOR DECION MAKING AND LEARNING.- 5. Overexploitation of Renewables Abound: Modeling Fisheries Management.- 6. How to Develop the Managerial Practice Field, FishBakILE? HCI Design and Learning Principles in Service of DDM.- 7. On the Mechanics of Laboratory Experiments: The Experimental Design and Procedures.- PART FOUR: ON BETTER DECIONS MAKING IN DYNAMIC TASKS.- 8. Improving Performance in Fisheries Management Task.- 9. Developing Transfer Learning Skills: The 1-Layer Process Model.- 10. Decision Strategy and Performance in Dynamic Tasks: The 2-Layer Process Model.- 11. Pulling It Together: A Validated Process Model for DDM and Learning.- 12. The Greater Whole: Human-Facilitated ILEs and Better Decision-Making: Critical Lessons Learned.- 13. Making Better Decisions in Healthcare, Energy Policy and Education Sectors: Human-Facilitated ILEs in Action.- 14. Finale: A Road Map to Better Decision Making in Complex, Dynamic Tasks.- Additional Suggested Readings.- Appendices.- Index.

"In this book it is intended to give ways of training with Human-Facilitated Interactive Learning Environments-ILEs, in order to have better decision making in complex dynamic tasks. ... This is an outstanding book scientifically rigorous, fundamental and valuable in 'Training with Human-Facilitated Interactive Learning Environments', simultaneously conceptual and operative. Written by highly reputed contributors it is an essential reading for managers and practitioners, researchers, and students of dynamic decision making." (Manuel Alberto M. Ferreira, International Journal of Latest Trends in Finance & Economic Sciences, Vol. 5 (2), 2015)

Erscheinungsdatum	22.09.2016
Reihe/Serie	Understanding Complex Systems
Zusatzinfo	XX, 252 p. 69 illus., 59 illus. in color.
Verlagsort	Cham
Sprache	englisch
Maße	155 x 235 mm
Themenwelt	Mathematik / Informatik ► Mathematik ► Graphentheorie
Themenwelt	Naturwissenschaften ► Physik / Astronomie ► Theoretische Physik
Schlagworte	Applications of Graph Theory and Complex Networks • Business Dynamics • Complex analysis, complex variables • Complex Decision Making • Complex Dynamic Task • Decision Making and Learning • Decision Making Dynamic Task • Educational technology • Educational: Technology • How to Develop an Lle • Human Facilitated Interactive Learning environment • Ile • Interactive Learning Environment • Management Decision Making • Mathematical Physics • Operational Research • Operation Research/Decision Theory • Physics • Physics and Astronomy • User interface design and usability • user interfaces and human computer interaction
ISBN-10	3-319-38207-1 / 3319382071
ISBN-13	978-3-319-38207-4 / 9783319382074
Zustand	Neuware