The Cognitive Processes Used in Team Collaboration During Asynchronous, Distributed Decision Making

Abstract : The purpose of this paper is to describe the unique cognitive processes that are employed to optimize collaborative team decision making in a geographically distributed and time delayed situation. The cognitive processes will be illustrated within the context of a structural model of team collaboration. The team collaboration model has four unique but interdependent stages of team collaboration. The stages are: Team Knowledge Construction, Collaborative Team Problem Solving, Team Consensus, and Product Evaluation & Revision. The stages are not strictly sequential but are very dynamic throughout the collaboration process. The cognitive processes are represented at four levels: Meta-cognition, which guides the overall problem solving process, the Information Processing Tasks required by the team to complete each collaboration stage, the Knowledge Required to support the information processing tasks and the Communication Mechanisms for Knowledge Building and Information Processing. Results from the empirical team collaboration studies indicate significant differences in the cognitive processes and sub-processes across the four collaboration stages for the face-to-face teams compared to asynchronous, distributed teams. Understanding these differences will facilitate the design of collaboration tools for asynchronous, distributed teams and will provide for more effective and timely collaborative decision-making.

[1]  Joel L. Davis,et al.  An Introduction to Neural and Electronic Networks , 1995 .

[2]  P. Churchland A Neurocomputational Perspective: The Nature of Mind and the Structure of Science , 1989 .

[3]  P. Wason Problem solving and reasoning. , 1971, British medical bulletin.

[4]  John R. Anderson,et al.  Rules of the Mind , 1993 .

[5]  Yvonne Rogers,et al.  Distributed cognition: an alternative framework for analysing and explaining collaborative working , 1994, J. Inf. Technol..

[6]  J. G. Hollands,et al.  Engineering Psychology and Human Performance , 1984 .

[7]  A. Rosenberg Philosophy of Social Science , 2018 .

[8]  Norman Warner,et al.  STRUCTURAL MODEL OF TEAM COLLABORATION , 2003 .

[9]  David E. Rumelhart,et al.  Brain style computation: learning and generalization , 1990 .

[10]  J. M. D. Meiklejohn,et al.  The Critique of Pure Reason , 2020, A Commentary on Kant’s Critique of Judgment.

[11]  G. Klein,et al.  Decision Making in Action: Models and Methods , 1993 .

[12]  B F Skinner,et al.  Cognitive science and behaviourism. , 1985, British journal of psychology.

[13]  E. Salas,et al.  Team decision making in complex environments. , 1993 .

[14]  Sang Joon Kim,et al.  A Mathematical Theory of Communication , 2006 .

[15]  Lisa A. Haverty,et al.  A Framework for Asynchronous Collaborative Learning and Problem Solving , 2001 .

[16]  Janet E. Davidson,et al.  The Role of Insight in Intellectual Giftedness , 1984 .

[17]  C. Wickens Engineering psychology and human performance, 2nd ed. , 1992 .

[18]  Nancy J. Cooke Measuring Collaborative Cognition , 2003 .

[19]  A. Turing On Computable Numbers, with an Application to the Entscheidungsproblem. , 1937 .

[20]  G. Stasser,et al.  Expert Roles and Information Exchange during Discussion: The Importance of Knowing Who Knows What , 1995 .

[21]  B. Skinner The origins of cognitive thought. , 1989 .

[22]  J. Hayes,et al.  A Cognitive Process Theory of Writing , 1981, College Composition & Communication.

[23]  Gerry Stahl,et al.  A Model of Collaborative Knowledge Building , 2006 .

[24]  M. Mead,et al.  Cybernetics , 1953, The Yale Journal of Biology and Medicine.

[25]  Norman W. Warner,et al.  State of the Art Review of Human-Human Collaboration Research: An Integrated, Multidisciplinary Perspective , 2002 .

[26]  Marvin Minsky,et al.  A framework for representing knowledge , 1974 .

[27]  Janet E. Davidson,et al.  The role of metacognition in problem solving , 1994 .

[28]  Allen Newell,et al.  Human Problem Solving. , 1973 .

[29]  R. Sternberg,et al.  Conceptions of Giftedness , 2005 .

[30]  Flaviu Cristian,et al.  Synchronous and Asynchronous Group Communication. , 1996 .

[31]  Michael D. McNeese,et al.  Modeling, measuring, and mediating teamwork: the use of fuzzy cognitive maps and team member schema similarity to enhance BMC/sup 3/I decision making , 2000, Smc 2000 conference proceedings. 2000 ieee international conference on systems, man and cybernetics. 'cybernetics evolving to systems, humans, organizations, and their complex interactions' (cat. no.0.