Macrocognition Applied to the Hybrid Space: Team Environment, Functions and Processes in Cyber Operations

As cyber is increasingly integrated into military operations, conducting military cyber operations requires the effective coordination of teams. This interdisciplinary contribution discusses teams working in, and in relation to the cyber domain as a part of a larger socio-technical system, and the need for a better understanding of the human factors that contribute to individual and team performance in such settings. To extend an existing macrocognitive model [19] describing functions and processes into a conceptual framework that maps cognitive processes along cyber-physical and tactical-strategic dimensions (the Hybrid Space; [4]) to gain a better understanding of environmental complexity, and how to operate effectively in a cyber team context. Current experience from conducting cyber network defence exercises at the Norwegian Defence Cyber Academy and implications for future education and training are discussed.

[1]  Kevin B. Bennett,et al.  Human Factors in Cyber Warfare , 2013 .

[2]  Valerie I. Sessa,et al.  The Development of Group Interaction Patterns: How Groups Become Adaptive, Generative, and Transformative Learners , 2007 .

[3]  P. Hancock,et al.  The Human Factors of Cyber Network Defense , 2015 .

[4]  Eduardo Salas,et al.  Macrocognition in Complex Team Problem Solving , 2007 .

[5]  Ricardo G. Lugo,et al.  Exploring the Hybrid Space - Theoretical Framework Applying Cognitive Science in Military Cyberspace Operations , 2016, HCI.

[6]  Gary Klein,et al.  Features of Problem Detection , 1999 .

[7]  Cleotilde Gonzalez,et al.  Mission Command in the Age of Network-Enabled Operations: Social Network Analysis of Information Sharing and Situation Awareness , 2016, Front. Psychol..

[8]  Joel S. Warm,et al.  Cyber Vigilance , 2014 .

[9]  Clay Wilson,et al.  Network Centric Operations: Background and Oversight Issues for Congress , 2007 .

[10]  Robert Milne,et al.  Local Efforts with Global Impact: Europe's Thriving AI Communities , 2003, IEEE Intell. Syst..

[11]  Lynn C. Miller,et al.  Context as a Cognitive Process: An Integrative Framework for Supporting Decision Making , 2013, STIDS.

[12]  James Moffat,et al.  NATO NEC C2 Maturity Model , 2010 .

[13]  Antoine Lemay,et al.  Lessons from the Strategic Corporal: Implications of Cyber Incident Response , 2015, CPR.

[14]  Gary Klein,et al.  Naturalistic Decision Making , 2008, Hum. Factors.

[15]  Gary Klein,et al.  Flexecution as a Paradigm for Replanning, Part 1 , 2007, IEEE Intelligent Systems.

[16]  Gary Klein Flexecution, Part 2: Understanding and Supporting Flexible Execution , 2007, IEEE Intelligent Systems.

[17]  Eduardo Salas,et al.  Tightly Coupling Cognition: Understanding How Communication and Awareness Drive Coordination in Teams , 2008 .

[18]  K. Neugebauer,et al.  Cajal bodies: where form meets function , 2013, Wiley interdisciplinary reviews. RNA.

[19]  Stephen M. Fiore,et al.  Toward an Understanding of Macrocognition in Teams: Predicting Processes in Complex Collaborative Contexts , 2010, Hum. Factors.

[20]  Gary Klein,et al.  Making Sense of Sensemaking 2: A Macrocognitive Model , 2006, IEEE Intelligent Systems.

[21]  Jonathan Reams Book review Leadership Agility: Five Levels of Mastery for Anticipatingand Initiating Change, by Bill Joiner & Stephen Josephs , 2007 .

[22]  Ricardo G. Lugo,et al.  Socio-technical communication: The hybrid space and the OLB model for science-based cyber education , 2018, Military Psychology.

[23]  Mark W Wiggins,et al.  Cognitive engineering. , 2013, Wiley interdisciplinary reviews. Cognitive science.

[24]  Christian Wernz,et al.  Agents as Collaborating Team Members , 2017 .

[25]  Jon R. Lindsay,et al.  Stuxnet and the Limits of Cyber Warfare , 2013 .

[26]  Michael D. McNeese,et al.  A History for Macrocognition , 2009 .

[27]  James C. Christensen,et al.  Human Factors in Cyber Warfare II , 2014 .

[28]  Robert R. Hoffman Some Challenges for Macrocognitive Measurement , 2018 .

[29]  P. Goodman Groups That Work (and Those That Don't)Groups That Work (and Those That Don't) by Hackman Richard. San Francisco: Jossey-Bass, 1991, 512 pp. , 1992 .

[30]  Jeffrey H. Dyer,et al.  Team building: proven strategies for improving team performance, fourth edition , 2007 .

[31]  Gary Klein,et al.  Macrocognition: From Theory to Toolbox , 2016, Front. Psychol..

[32]  M. A. Champion,et al.  Team-based cyber defense analysis , 2012, 2012 IEEE International Multi-Disciplinary Conference on Cognitive Methods in Situation Awareness and Decision Support.

[33]  Ulrik Franke,et al.  Cyber situational awareness - A systematic review of the literature , 2014, Comput. Secur..

[34]  J. Lepine Adaptation of teams in response to unforeseen change: effects of goal difficulty and team composition in terms of cognitive ability and goal orientation. , 2005, The Journal of applied psychology.

[35]  Richard E. Hayes,et al.  Power to the Edge: Command, Control in the Information Age , 2003 .

[36]  James A Grand,et al.  The dynamics of team cognition: A process-oriented theory of knowledge emergence in teams. , 2016, The Journal of applied psychology.

[37]  Gary Klein,et al.  Naturalistic investigations and models of reasoning about complex indeterminate causation , 2011, Inf. Knowl. Syst. Manag..

[38]  Robert Kegan,et al.  Immunity to Change: How to Overcome It and Unlock Potential in Yourself and Your Organization , 2009 .

[39]  Ricardo G. Lugo,et al.  The moderating influence of self-efficacy on interoceptive ability and counterintuitive decision making in officer cadets , 2016 .

[40]  R. Hoffman,et al.  Should We Rethink How We Do OPORDs , 2006 .

[41]  Lynda Liddy,et al.  The strategic corporal: some requirements in training and education. Education, training and doctrine , 2004 .

[42]  Nancy J. Cooke,et al.  On Teams, Teamwork, and Team Performance: Discoveries and Developments , 2008, Hum. Factors.

[43]  Charles C Krulak,et al.  The Strategic Corporal: Leadership in the Three Block War , 1999 .

[44]  F. Jentsch,et al.  A Team Cognitive Readiness Framework for Small-Unit Training , 2012 .

[45]  Rossouw von Solms,et al.  From information security to cyber security , 2013, Comput. Secur..

[46]  J. Hackman Why Teams Don’t Work , 1998 .

[47]  R. Lipshitz,et al.  Coping with Uncertainty: A Naturalistic Decision-Making Analysis , 1997 .

[48]  Jeffrey M. Bradshaw,et al.  Human Dimension in Cyber Operations Research and Development Priorities , 2013, HCI.

[49]  Nancy J. Cooke,et al.  Agent-Based Model of a Cyber Security Defense Analyst Team , 2013 .

[50]  D. Kahneman,et al.  Conditions for intuitive expertise: a failure to disagree. , 2009, The American psychologist.

[51]  Clint A. Bowers,et al.  Workload, Team Structure, and Communication in Team Performance , 1995 .