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Dr Lisa Dorn



 Reducing Fleet Crash Risk:
A Review of Recent Research
Literature Review
Recent Data
• United Nations General Assembly - Decade of Action
   • 1.3m die each year and projected to double by 2030
   • 20m injured each year

• Road traffic crashes biggest cause of work-related death and injury
   • 14 people killed a week and 160 seriously injured (DfT, 2009)
   • 70-100,000 non-fatal work-related road traffic crashes each year
       (The Labour Force Survey 2010)
   • 52,806 drivers/riders became casualties in at-work journeys (DfT, 2011)
   • 30-40,000 crashes cause more than 3 days absence
       (The Labour Force Survey 2010)
Driver Skills and Driver Behaviour

• Driver skill improves with
  practice - automation of
  information processing and
  psychomotor skill
• In-vehicle driver training
• Driver behaviour motives,
  habits and driving style - may
  become less worried about
  safety over time
• Behaviour-based approach
Behaviour and the Brain

• All behaviour is an output from the brain
• Billions of neurons connected via trillions of synapses
• 11 million sensations zip down the neural pathways per
  sec
• 40 sensations delivered to conscious awareness per sec

http://www.youtube.com/watch?v=90cj4NX87Yk
The Brain and Behaviour
https://www.youtube.com/watch?v=kZ1QXSn_cfU

• Our reality is a construction
• Sensory impressions, stored memories, personality and
  emotional assessments
• Bayes theory - probability of future event calculated based on
  past events and constantly updating
• Signals decay - important hypothesis may disappear before the
  next prediction made
• Attention drifts in unusual ways - shifting from one thought and
  hypothesis to another
FDRI Factors
                     Situational Risk
Age, driving experience, mileage, licence, crash history etc

Behavioural Risk Factors           Driver Coping Styles
   Work Related Risk                   Driving Focus
       Aggression                      Confrontation
   Hazard Monitoring                 Driving Concerns
   Driving Excitement                 Self Evaluation
    Driving Fatigue

                   Correction Factors
                 Impression Management
                    Driver Confidence
Driver Behaviour at Work


• Risky driving – e.g. speeding, tailgating, cutting up,
  lane weaving, running red lights
• Distracted, inattentive and impaired driving –improper
  lookout, mobile phone use, fatigue
• What is motivating this behaviour at work?
Time Pressure

• Work demands
• Unfavourable ratio between quantity of available
  time and quantity of time needed to reach
  destination
• 3 Cranfield studies on time pressure
• Drivers in a hurry almost 8 times more likely to be
  impatient drivers (Beck et al, 2012)
Self Reported Time Pressure
• Taking risks under time pressure seen as inevitable
• Driver stress, ineffective coping and fatigue
• Strongly correlated with (n=334) :-
   •   Aggression (r=.34, p <.001)
   •   Thrill Seeking (r=.47, p < .001)
   •   Confrontive Coping (r=.40, p <.001)
   •   Emotion focused Coping (r=.36, p <.001)
   •   Driving Fatigue Resistance (r= -.39, p < .001)
   •   Task Focus Coping (r= - .30, p <.001)
                                                 Dorn and Gandolfi (2008)
Induced Time Pressure

• BDRI maladaptive coping strategies linked with driving
   performance decrements under time pressure
• Forceful drivers drive even more forcefully under time
   pressure

Dorn et al (2010)
Time Pressure and Time Delays




                                                                    •    Induced time pressure
                                                                    •    Effects of time pressure
                                                                         contextual and/or chronic

Group of Pedestrians (GP), Priority to Right (PR), Information Request (IR), Traffic
Jam (TJ), Alternating Traffic Light (ATL), Urban Traffic Light (UTL), Delivery Van
block (DV) and Disabled Person crossing (DP)
Time Pressure Summary

Time pressure interaction between
person and situation and linked to:

•   work-related attentional focus
•   risky driving
•   Increased crash risk
•   chronic conditions
•   Motivating factors (sanctions)
Organisations and Time Pressure
• Safe travel key business priority for some companies
• Positive safety climate = workload and time pressure
  management and fewer errors and violations (Öz, et al, 2013)
• Integration - consider whether you have the following covered:
   • Policy
   • Responsibility
   • Organisation
   • Systems
   • Monitoring
Behaviour-based Interventions

• Workshops to self reflect on
  driver stress (FDRI)
• Clock time (real time) Vs
  Imaginary time (depends on
  forward and backward
  thoughts )
• Peer to peer - common
  decisions about future
  behaviour
• Commitment to change and
  follow-up
Thank You

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Reducing Crash Risk: A Review of Recent Research, Dr Lisa Dorn, DriverMetrics

  • 1. Dr Lisa Dorn Reducing Fleet Crash Risk: A Review of Recent Research
  • 3. Recent Data • United Nations General Assembly - Decade of Action • 1.3m die each year and projected to double by 2030 • 20m injured each year • Road traffic crashes biggest cause of work-related death and injury • 14 people killed a week and 160 seriously injured (DfT, 2009) • 70-100,000 non-fatal work-related road traffic crashes each year (The Labour Force Survey 2010) • 52,806 drivers/riders became casualties in at-work journeys (DfT, 2011) • 30-40,000 crashes cause more than 3 days absence (The Labour Force Survey 2010)
  • 4. Driver Skills and Driver Behaviour • Driver skill improves with practice - automation of information processing and psychomotor skill • In-vehicle driver training • Driver behaviour motives, habits and driving style - may become less worried about safety over time • Behaviour-based approach
  • 5. Behaviour and the Brain • All behaviour is an output from the brain • Billions of neurons connected via trillions of synapses • 11 million sensations zip down the neural pathways per sec • 40 sensations delivered to conscious awareness per sec http://www.youtube.com/watch?v=90cj4NX87Yk
  • 6. The Brain and Behaviour https://www.youtube.com/watch?v=kZ1QXSn_cfU • Our reality is a construction • Sensory impressions, stored memories, personality and emotional assessments • Bayes theory - probability of future event calculated based on past events and constantly updating • Signals decay - important hypothesis may disappear before the next prediction made • Attention drifts in unusual ways - shifting from one thought and hypothesis to another
  • 7. FDRI Factors Situational Risk Age, driving experience, mileage, licence, crash history etc Behavioural Risk Factors Driver Coping Styles Work Related Risk Driving Focus Aggression Confrontation Hazard Monitoring Driving Concerns Driving Excitement Self Evaluation Driving Fatigue Correction Factors Impression Management Driver Confidence
  • 8. Driver Behaviour at Work • Risky driving – e.g. speeding, tailgating, cutting up, lane weaving, running red lights • Distracted, inattentive and impaired driving –improper lookout, mobile phone use, fatigue • What is motivating this behaviour at work?
  • 9. Time Pressure • Work demands • Unfavourable ratio between quantity of available time and quantity of time needed to reach destination • 3 Cranfield studies on time pressure • Drivers in a hurry almost 8 times more likely to be impatient drivers (Beck et al, 2012)
  • 10. Self Reported Time Pressure • Taking risks under time pressure seen as inevitable • Driver stress, ineffective coping and fatigue • Strongly correlated with (n=334) :- • Aggression (r=.34, p <.001) • Thrill Seeking (r=.47, p < .001) • Confrontive Coping (r=.40, p <.001) • Emotion focused Coping (r=.36, p <.001) • Driving Fatigue Resistance (r= -.39, p < .001) • Task Focus Coping (r= - .30, p <.001) Dorn and Gandolfi (2008)
  • 11. Induced Time Pressure • BDRI maladaptive coping strategies linked with driving performance decrements under time pressure • Forceful drivers drive even more forcefully under time pressure Dorn et al (2010)
  • 12. Time Pressure and Time Delays • Induced time pressure • Effects of time pressure contextual and/or chronic Group of Pedestrians (GP), Priority to Right (PR), Information Request (IR), Traffic Jam (TJ), Alternating Traffic Light (ATL), Urban Traffic Light (UTL), Delivery Van block (DV) and Disabled Person crossing (DP)
  • 13. Time Pressure Summary Time pressure interaction between person and situation and linked to: • work-related attentional focus • risky driving • Increased crash risk • chronic conditions • Motivating factors (sanctions)
  • 14. Organisations and Time Pressure • Safe travel key business priority for some companies • Positive safety climate = workload and time pressure management and fewer errors and violations (Öz, et al, 2013) • Integration - consider whether you have the following covered: • Policy • Responsibility • Organisation • Systems • Monitoring
  • 15. Behaviour-based Interventions • Workshops to self reflect on driver stress (FDRI) • Clock time (real time) Vs Imaginary time (depends on forward and backward thoughts ) • Peer to peer - common decisions about future behaviour • Commitment to change and follow-up