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High Velocity Human Factors
Human Factors of Mission Critical Domains in
             Nonequilibrium


              Moin Rahman
                Motorola
              Plantation, FL




                  1
A World in Nonequilibrium




The only certainty is that there is no certainty
- Robert Rubin




                            2
Nonequilibrium: Human-Machine Systems



“Emergency or crisis conditions occur suddenly and
often unexpectedly, operators must make critical
decisions under extreme stress, and the consequences
of poor performance are immediate and catastrophic.”
(Salas, Driskell & Hughes, 1996).




                        3
Nonequilibrium Events
                        Volatile


                        Uncertain


                        Complex


                        Ambiguous
  “Golden Hour”
                        Time

                   4
BLACK SWAN
extremely rare events
   - Nicolas Taleb
       5
9/11 Attacks on WTC

                        Poor Situation Awareness
                      - people inside the towers
                      - NORAD
                      - impending collapse (102 minutes)



                        Emotional Stress (triggers)
                      - deafening sounds, shaking building, failure
                              of lighting, dust & debris
                  - threats to life and limb
                  - insufficient time (escape & rescue)




                  6
NE Spectrum



                             complex
                           multiplayer
                         multi-component
                         Loosely coupled



       simple
     few players
limited component
   tightly coupled




                     7
High Velocity Human Factors

NE Meta Characteristics             Psychological Reactions
(physical-informational-outcome
landscape)
High velocity of events             High Velocity of information
Non-linear dynamics                 processing
Naturalistic setting                Emotionally modulated cognition
- ill structured                    Event perception
- ill defined                       - volatile
- high stakes                       - uncertain
- incomplete information            - complex
                                    - ambiguous
                                    Naturalistic decision making

        High stakes: e.g., direct threat to life & limb
                                8
HVHF Dimensions


    Velocity differential dimension (Vel-D)

    Psychophysiologial dimension

    Decision-making dimension




                  9
Vel-D Dimension


 Δ Information processing rate
   emotion-induced
e.g., attentional rubbernecking, auditory exclusion,
tachypsychia


    event-agent interactions
 autocatalysis: Vel-D becomes its own catalyst
 (exponential rise)

                                10
Psychophysiological Dimension

neurological & physiological reactions

behaviors: highly aroused sympathetic nervous system
    - autovigilance
    - response competition
    - attentional capacity
    - hormonal overflow
    - behavioral inhibition
    - regressive behavior (e.g., death blossom and burst reaction)

parasympathetic backlash

                          11
Decision-making Dimension

hypervigilant decision making (Johnston, et al., 1997)



recognition primed decision making (klein, 1999)



decision-making heuristics (Wickens, 1992)

                       12
HVHF Challenge



Unknown unknowns



Known unknowns




                   13
HVHF Example




               14
HVHF Analysis

   Dimensional        Experiential       Design


      Vel-D           Oral history     Standard HF


Psychophysiological   Simulations        HVHF


 Decision-making      HVHF Drills    Hybrid: HFHVHF




                        15
HVHF Application: prevent fratricide (blue-
on-blue)




                     16
HVHF Applications




                    17
HVHF Laws (prescriptive)

1) Law of Relevance           6) Law of Absoluteness


2) Law of Acceptance          7) Law of Intelligence


3) Law of Transparence        8) Law of Reliance


4) Law of Clairvoyance




                         18
Closing Thoughts

•   HVHF: A HF paradigm for Mission Critical Domain
       Non-equilibrium
       Emotional modulation of cognition
       Three HVHF dimensions (Vel-D, Psychophysiological &
       Decision making)

•   A HVHF approach
       Analysis
       Design
       Training

                             19
Contact Info:
           moin.rahman@motorola.com




                          ACKNOWLEDGEMENTS
The author thanks Mark Palmer (Senior Manager, Motorola) for giving him
the opportunity to explore un-chartered waters in the human factors
sciences; and, Tim Bergin, for reviewing the manuscript and providing
insightful comments.


                                 20

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High Velocity Human Factors

  • 1. High Velocity Human Factors Human Factors of Mission Critical Domains in Nonequilibrium Moin Rahman Motorola Plantation, FL 1
  • 2. A World in Nonequilibrium The only certainty is that there is no certainty - Robert Rubin 2
  • 3. Nonequilibrium: Human-Machine Systems “Emergency or crisis conditions occur suddenly and often unexpectedly, operators must make critical decisions under extreme stress, and the consequences of poor performance are immediate and catastrophic.” (Salas, Driskell & Hughes, 1996). 3
  • 4. Nonequilibrium Events Volatile Uncertain Complex Ambiguous “Golden Hour” Time 4
  • 5. BLACK SWAN extremely rare events - Nicolas Taleb 5
  • 6. 9/11 Attacks on WTC Poor Situation Awareness - people inside the towers - NORAD - impending collapse (102 minutes) Emotional Stress (triggers) - deafening sounds, shaking building, failure of lighting, dust & debris - threats to life and limb - insufficient time (escape & rescue) 6
  • 7. NE Spectrum complex multiplayer multi-component Loosely coupled simple few players limited component tightly coupled 7
  • 8. High Velocity Human Factors NE Meta Characteristics Psychological Reactions (physical-informational-outcome landscape) High velocity of events High Velocity of information Non-linear dynamics processing Naturalistic setting Emotionally modulated cognition - ill structured Event perception - ill defined - volatile - high stakes - uncertain - incomplete information - complex - ambiguous Naturalistic decision making High stakes: e.g., direct threat to life & limb 8
  • 9. HVHF Dimensions Velocity differential dimension (Vel-D) Psychophysiologial dimension Decision-making dimension 9
  • 10. Vel-D Dimension Δ Information processing rate emotion-induced e.g., attentional rubbernecking, auditory exclusion, tachypsychia event-agent interactions autocatalysis: Vel-D becomes its own catalyst (exponential rise) 10
  • 11. Psychophysiological Dimension neurological & physiological reactions behaviors: highly aroused sympathetic nervous system - autovigilance - response competition - attentional capacity - hormonal overflow - behavioral inhibition - regressive behavior (e.g., death blossom and burst reaction) parasympathetic backlash 11
  • 12. Decision-making Dimension hypervigilant decision making (Johnston, et al., 1997) recognition primed decision making (klein, 1999) decision-making heuristics (Wickens, 1992) 12
  • 15. HVHF Analysis Dimensional Experiential Design Vel-D Oral history Standard HF Psychophysiological Simulations HVHF Decision-making HVHF Drills Hybrid: HFHVHF 15
  • 16. HVHF Application: prevent fratricide (blue- on-blue) 16
  • 18. HVHF Laws (prescriptive) 1) Law of Relevance 6) Law of Absoluteness 2) Law of Acceptance 7) Law of Intelligence 3) Law of Transparence 8) Law of Reliance 4) Law of Clairvoyance 18
  • 19. Closing Thoughts • HVHF: A HF paradigm for Mission Critical Domain Non-equilibrium Emotional modulation of cognition Three HVHF dimensions (Vel-D, Psychophysiological & Decision making) • A HVHF approach Analysis Design Training 19
  • 20. Contact Info: moin.rahman@motorola.com ACKNOWLEDGEMENTS The author thanks Mark Palmer (Senior Manager, Motorola) for giving him the opportunity to explore un-chartered waters in the human factors sciences; and, Tim Bergin, for reviewing the manuscript and providing insightful comments. 20