TRAINING CRITICAL THINKING FOR THE BATTLEFIELD VOLUME I : BASIS IN COGNITIVE THEORY AND RESEARCH

Public reporting burden for this collection of information is estimated to average 1 hour per response, including the time for reviewing instructions, searching existing data sources, gathering and maintaining the data needed, and completing the reviewing the collection of information. Send comments regarding this burden estimate or any other aspect of this collection of information, including suggestions for reducing this burden to Washington Distribution authorized to U.S. Government Agencies only; report contains proprietary data produced under SBIR Contract No. DASW01-97-C-0038. Other requests shall be referred to the performing organization in Block 7 of this form. The three volumes of this report describe research findings on three closely related fronts: (1) Development of a theory of the cognitive skills that individuals need to make effective decisions in fast-paced and uncertain environments; (2) development and testing of methods for training critical thinking skills on the battlefield; and (3) development of an advanced system architecture to support adaptive instruction and feedback in critical thinking training. Theory development focused on mental models and critical thinking about mental models in a team context, where initiative might be necessary. Training addressed mental models and critical thinking on three major themes: purpose, time, and maneuver. The training was utilized and successfully tested in an advanced tactics course at the Command and General Staff College. Finally, algorithms were developed to simulate both rapid recognitional responding and more reflective reasoning when time is available.

[1]  James W. Pennebaker,et al.  Stream of consciousness and stress: Levels of thinking. , 1989 .

[2]  Van Creveld,et al.  COMMAND IN WAR , 1985, Air Officer Commanding.

[3]  I. Levi Hard Choices: Decision Making under Unresolved Conflict , 1986 .

[4]  Eduardo Salas,et al.  Stress and human performance , 1996 .

[5]  L. Shastri,et al.  From simple associations to systematic reasoning: A connectionist representation of rules, variables and dynamic bindings using temporal synchrony , 1993, Behavioral and Brain Sciences.

[6]  Kathryn B. Laskey,et al.  Human and Computer Task Allocation in Air Defense Systems , 1990 .

[7]  James D. Thompson Organizations in Action , 1967 .

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

[9]  Lex Donaldson,et al.  American Anti-Management Theories of Organization: A Critique of Paradigm Proliferation , 1995 .

[10]  K. Kitchener,et al.  Developing Reflective Judgment: Understanding and Promoting Intellectual Growth and Critical Thinking in Adolescents and Adults. Jossey-Bass Higher and Adult Education Series and Jossey-Bass Social and Behavioral Science Series. , 2009 .

[11]  Tom R. Burns,et al.  The Management of Innovation. , 1963 .

[12]  Jon Doyle,et al.  A Truth Maintenance System , 1979, Artif. Intell..

[13]  B. Adelson When Novices Surpass Experts: The Difficulty of a Task May Increase With Expertise , 1984 .

[14]  Marvin S. Cohen,et al.  Thinking Naturally about Uncertainty , 1996 .

[15]  Dorothea P. Simon,et al.  Expert and Novice Performance in Solving Physics Problems , 1980, Science.

[16]  Peter Wright The harassed decision maker: Time pressures, distractions, and the use of evidence. , 1974 .

[17]  HERBERT A. SIMON,et al.  The Architecture of Complexity , 1991 .

[18]  Catherine E. Volpe,et al.  Defining Competencies and Establishing Team Training Requirements , 1995 .

[19]  K. Ericsson,et al.  Prospects and limits of the empirical study of expertise: an introduction , 1991 .

[20]  John R. Anderson Acquisition of cognitive skill. , 1982 .

[21]  Michelene T. H. Chi,et al.  Self-Explanations: How Students Study and Use Examples in Learning To Solve Problems. Technical Report No. 9. , 1987 .

[22]  D. Perkins,et al.  Informal reasoning and education , 1991 .

[23]  Herbert A. Simon,et al.  THE MIND'S EYE IN CHESS , 1988 .

[24]  A. Tversky,et al.  Judgment under Uncertainty: Heuristics and Biases , 1974, Science.

[25]  K. A. Ericsson,et al.  The acquisition of expert performance: An introduction to some of the issues. , 1996 .

[26]  J. Kruskal Nonmetric multidimensional scaling: A numerical method , 1964 .

[27]  Marvin S. Cohen,et al.  Metarecognition in Time-Stressed Decision Making: Recognizing, Critiquing, and Correcting , 1996, Hum. Factors.

[28]  Michael N. Schmitt Shock and Awe: Achieving Rapid Dominance , 1998 .

[29]  J. Reitman,et al.  Knowledge organization and skill differences in computer programmers , 1981, Cognitive Psychology.

[30]  Janet A. Sniezek,et al.  Revision, Weighting, and commitment in consensus group judgment , 1990 .

[31]  Lesley Brown,et al.  The new shorter Oxford English dictionary on historical principles , 1993 .

[32]  Judith Orasanu,et al.  DECISION-MAKING IN THE COCKPIT. , 1993 .

[33]  Marvin S. Cohen,et al.  Influence of Uncertainty and Time Stress on Decision Making , 1993 .

[34]  J. Shanteau The Psychology of Experts An Alternative View , 1992 .

[35]  Gary Klein,et al.  Decision Making in Complex Naval Command-and-Control Environments , 1996, Hum. Factors.

[36]  Jared Freeman,et al.  Critical thinking skills in tactical decision making: A model and a training strategy. , 1998 .

[37]  Allen and Rosenbloom Paul S. Newell,et al.  Mechanisms of Skill Acquisition and the Law of Practice , 1993 .

[38]  Marvin S. Cohen,et al.  A Cognitive Framework for Battlefield Commanders' Situation Assessment , 1994 .

[39]  D. Kuhn,et al.  The development of scientific thinking skills , 1988 .

[40]  L. Beach,et al.  A Contingency Model for the Selection of Decision Strategies , 1978 .

[41]  Vimla L. Patel,et al.  The general and specific nature of medical expertise: A critical look. , 1991 .

[42]  E. Salas,et al.  Shared mental models in expert team decision making. , 1993 .

[43]  D. Halpern Thought and Knowledge: An Introduction to Critical Thinking , 1995 .

[44]  James E. Driskell,et al.  Stress exposure training. , 1998 .

[45]  Eric J. Johnson,et al.  The adaptive decision maker , 1993 .

[46]  Michelene T. H. Chi,et al.  Expertise in Problem Solving. , 1981 .

[47]  Marvin S. Cohen An Expert System Framework for Non-monotonic Reasoning About Probabilistic Assumptions , 1985, UAI.

[48]  K. A. Ericsson,et al.  The Road To Excellence: The Acquisition of Expert Performance in the Arts and Sciences, Sports, and Games , 1996 .

[49]  H. Zur,et al.  The effect of time pressure on risky choice behavior , 1981 .

[50]  Paul J. Feltovich,et al.  Categorization and Representation of Physics Problems by Experts and Novices , 1981, Cogn. Sci..

[51]  Elliot E. Entin,et al.  Information Gathering and Decisionmaking Under Stress , 1990 .

[52]  R. Sternberg Advances in the psychology of human intelligence , 1982 .

[53]  D. Forrest-Pressley,et al.  Metacognition, cognition, and human performance , 1985 .

[54]  Richard C. Atkinson,et al.  Human Memory: A Proposed System and its Control Processes , 1968, Psychology of Learning and Motivation.

[55]  G. Klein,et al.  A recognition-primed decision (RPD) model of rapid decision making. , 1993 .

[56]  T. O. Nelson Metacognition : core readings , 1992 .

[57]  Valentin F. Turchin,et al.  The Phenomenon of Science a cybernetic approach to human evolution , 1977 .

[58]  M. Sebrechts Ignorance and Uncertainty: Emerging Paradigms , 1989 .

[59]  S. R. Watson,et al.  Decision Synthesis: The Principles and Practice of Decision Analysis@@@Strategic and Tactical Decisions , 1989 .

[60]  I. Janis Victims Of Groupthink , 1972 .

[61]  A. Newell Unified Theories of Cognition , 1990 .

[62]  Robert L. Helmreich,et al.  Why crew resource management? Empirical and theoretical bases of human factors training in aviation. , 1993 .

[63]  Leonard Adelman,et al.  Rapid Capturing of Battlefield Mental Models , 1997 .

[64]  L. Cohen Can human irrationality be experimentally demonstrated? , 1981, Behavioral and Brain Sciences.

[65]  P. Blau A FORMAL THEORY OF DIFFERENTIATION IN ORGANIZATIONS , 1970 .

[66]  Y. Anzai Learning and use of representations for physics expertise , 1991 .

[67]  S. Toulmin The uses of argument , 1960 .

[68]  Robert J. MacCoun,et al.  “When Are N Heads Better (or Worse) Than One?”: Biased Judgment in Individuals Versus Groups , 1996 .

[69]  G. Ferro-Luzzi On Evolutionary Epistemology , 1982, Current Anthropology.

[70]  J. Baron Thinking and deciding, 2nd ed. , 1994 .

[71]  Kurt VanLehn,et al.  Analogy Events: How Examples are Used During Problem Solving , 1998, Cogn. Sci..

[72]  F. Heylighen (Meta)systems as constraints on variation— a classification and natural history of metasystem transitions , 1995 .

[73]  Randi A. Engle,et al.  From representation to decision: An analysis of problem solving in international relations. , 1991 .

[74]  K. Holyoak Symbolic connectionism: Toward third-generation theories of expertise. , 1991 .