changing driver behavior through on-board safety monitoring

47
Behavioral Safety Management Ronald R. Knipling Jeffrey S. Hickman E. Scott Geller Presentation to the U.S. DOT Human Factors Coordinating Committee October 30, 2002

Upload: vuongnhan

Post on 01-Jan-2017

220 views

Category:

Documents


1 download

TRANSCRIPT

Page 1: Changing Driver Behavior Through On-board Safety Monitoring

Behavioral Safety Management

Ronald R. KniplingJeffrey S. Hickman

E. Scott Geller

Presentation to the U.S. DOTHuman Factors Coordinating Committee

October 30, 2002

Page 2: Changing Driver Behavior Through On-board Safety Monitoring

2

Topics

1. Safety Management Overview2. Behavior-Based Safety3. Self-Management4. On-Board Safety Monitoring

Page 3: Changing Driver Behavior Through On-board Safety Monitoring

Topic 1:Safety Management Overview

TRB Synthesis Report on

Effective Motor Carrier Safety Management Techniques

Page 4: Changing Driver Behavior Through On-board Safety Monitoring

4

TRB Commercial Truck & BusSafety Synthesis Program

(CTBSSP)• New TRB program funded by FMCSA• Managed under TRB Cooperative Research

Programs• Three initial projects selected by panel:

1. CMV Security2. Safety Management3. Highway/Heavy Vehicle Interaction

Page 5: Changing Driver Behavior Through On-board Safety Monitoring

5

Project Rationale

• Management science and safety science are mature disciplines.

• Carrier safety is one of five major FMCSA R&T focus areas.

• Carrier safety management review and synthesis will support FMCSA and industry-based initiatives.

Page 6: Changing Driver Behavior Through On-board Safety Monitoring

6

Information Sources

• FMCSA• TRB panels and committees• Traffic safety organizations• Industry trade associations• Surveys:

– Fleet safety managers– Other experts

Page 7: Changing Driver Behavior Through On-board Safety Monitoring

7

Safety ManagementProblem Areas (“What”)

• Unsafe driving behaviors• HOS violations and fatigue• Operational factors (e.g., scheduling,

dispatching, loading delays)• Driver health & wellness• High-risk drivers (all causes combined)• Vehicle maintenance

Page 8: Changing Driver Behavior Through On-board Safety Monitoring

8

Safety Management Methods (“How”)

• Driver recruiting and selection• Carrier-based training• Management-driver communications• Driver safety performance evaluation• Safety incentives• Behavior-based safety• On-board safety monitoring• Event data recorders

Page 9: Changing Driver Behavior Through On-board Safety Monitoring

9

Safety Management Methods (“How”) (Continued)

• Accident investigation. Improved driver scheduling and dispatching

• Fatigue management programs• Carrier-based medical programs• Preventive maintenance and inspection• Advanced safety technologies• Industry-based safety standards and

certification.

Page 10: Changing Driver Behavior Through On-board Safety Monitoring

10

Project Schedule

• Final report:– Draft due on Dec. 15, 2002.– Final due on March 15, 2003.

Page 11: Changing Driver Behavior Through On-board Safety Monitoring

11

Emerging Themes• Safety management science and

professionalism.• Individual differences/

high-risk drivers.• Behavioral approaches to change.

Page 12: Changing Driver Behavior Through On-board Safety Monitoring

Topic 2:Behavior-Based Safety

Portions of this presentation were adapted fromE. Scott Geller’s

The Psychology of Safety Handbook (2001)

Page 13: Changing Driver Behavior Through On-board Safety Monitoring

13

Behavior-Based Safety (BBS)

•Method for changing industrial worker safety behaviors and outcomes

•Combines principles of:-Behavior modification-Quality management-Organization development

•Key elements:-Employee driven-Continuous improvement process-Focuses on changing behavior, not

accident/incidents

Page 14: Changing Driver Behavior Through On-board Safety Monitoring

14

BBS Track Record:

•Implemented at more than 1,000 sites worldwide

•90% of companies adopting BBS continue

•Average 5-year incident/accident reduction: 62%

Page 15: Changing Driver Behavior Through On-board Safety Monitoring

15

Total Safety Culture

ENVIRONMENTENVIRONMENTEquipment, Tools, Machines,

Housekeeping, Climate, Management Systems

BEHAVIORPutting on PPE, Lifting properly, Following procedures,

Locking out power, Cleaning up spills,Sweeping floors, Coaching peers

PERSONPERSONKnowledge, Skills, Abilities,

Intelligence, Motives,Attitude, Personality SAFETYSAFETY

CULTURECULTURE

Page 16: Changing Driver Behavior Through On-board Safety Monitoring

16

Focusing on Behaviors Can Reduce Injuries

At-Risk Behavior

Near Miss

Minor Injury

Serious Injury

Fatality

Page 17: Changing Driver Behavior Through On-board Safety Monitoring

17

The ABC Model Explains Why We Do What We Do

Activators

Consequences

BBehaviorehaviorDirect

Motivate

Page 18: Changing Driver Behavior Through On-board Safety Monitoring

18

The ABC ModelExplains Why People Speed

SpeedingSpeedingBBehaviorehavior

AActivatorsctivatorsGuides or directs Guides or directs the behaviorthe behavior

CConsequencesonsequencesMotivatesMotivatesfuture occurrencesfuture occurrencesof the behaviorof the behavior

LateLate

Open Open road road

Sports Sports car car

Sunny Sunny day day

EmergencyEmergency

No No CopsCops Others areOthers are

SpeedingSpeeding

Police Police car car

Drivers Drivers Education Education

Speed Speed limit signs limit signs

Wear & TearWear & Tear

WreckWreckTicketTicket

PersonalPersonalInjuryInjury

WasteWasteGasGas

SaveSaveTimeTime

Fun!Fun!

PropertyPropertyDamageDamage

Page 19: Changing Driver Behavior Through On-board Safety Monitoring

19

Direction Alone May Not be Sufficient To Maintain Behavior

Page 20: Changing Driver Behavior Through On-board Safety Monitoring

20

Some Consequences AreMore Powerful Than Others

The MOST effective consequences are:• Certain

There’s a high probability you’ll receive the consequence

• Soon The consequence occurs immediately after your behavior

• Significant The consequence is significant or meaningful to you

Page 21: Changing Driver Behavior Through On-board Safety Monitoring

21

Some Consequences Weigh More Than Others

Risky Behavior: You're late and you speed 20 MPH over limitConsequences: Save Time vs. Ticket

Save Time

Ticket

Unce

rtain

Soon

Sign

ifica

nt

Soon

Certa

in

Sign

ifica

nt

Page 22: Changing Driver Behavior Through On-board Safety Monitoring

22

Identifying Problems and Potential Solutions

ABC Analysis helps us understand ABC Analysis helps us understand activators and consequences, and activators and consequences, and how they influence safety behavior.how they influence safety behavior.

Page 23: Changing Driver Behavior Through On-board Safety Monitoring

23

Observation and Feedback Improves Safety-Related Behaviors

• Employees observe one another • Observer follows checklist of

critical safety-related behaviors• Observer provides feedback to the

observee • Observer and observee problem-solve

to identify improvements.

Page 24: Changing Driver Behavior Through On-board Safety Monitoring

24

Observation and Feedback Continued

• Collect and compile observation checklists • Graph collected data• Review resulting information periodically

with all employees • Analyze and discuss results

to identify follow-up actions.

Page 25: Changing Driver Behavior Through On-board Safety Monitoring

25

A Generic BehavioralChecklist Guides Observations

Page 26: Changing Driver Behavior Through On-board Safety Monitoring

26

Percent Safe by Behavioral Category Can be Graphed

Page 27: Changing Driver Behavior Through On-board Safety Monitoring

27

Benefits of Observation and Feedback

• Heightened awareness• Receive recognition• Learn through feedback• Learn through

observation• Builds trust• Employees design and

led

• Increase commitment• Builds trust• Fosters communication• Anonymous and

confidential• Dynamic• Non-directive• Non-punitive

Page 28: Changing Driver Behavior Through On-board Safety Monitoring

Topic 3:Self-Management

Page 29: Changing Driver Behavior Through On-board Safety Monitoring

29

Need for Self-Management

• Employees who dislike feedback• Employees with little oversight• Solitary employees• Dangerous situations

Page 30: Changing Driver Behavior Through On-board Safety Monitoring

30

Self-Management

• Individuals change their own behavior in agoal-directed fashion by: – Identifying antecedents and consequences of at-risk

behavior– Goal-setting– Social support– Observing and recording specific target behaviors.– Self-administrating rewards for personal

achievements

Page 31: Changing Driver Behavior Through On-board Safety Monitoring

31

Methods

• Participants--dedicated short-haul truck drivers– Pre-Behavior (n=21)--drivers completed a CBC

before leaving the terminal for the day– Post-Behavior (n=12)--drivers completed a CBC

after returning from their deliveries for the day• Setting--trucking terminals in Eastern U.S.• Instrumentation-TripMaster Data Recorder

Page 32: Changing Driver Behavior Through On-board Safety Monitoring

32

Dependent Variables

• Self-reported driving behaviors-information on actual behaviors (Post-Behavior), or behavioral intentions (Pre-Behavior)– Extreme braking– Speeding

• Participation-frequency of checklists received• Driving behaviors from instrumented vehicles

– Extreme braking– Speeding

Page 33: Changing Driver Behavior Through On-board Safety Monitoring

33

Training• Participants in the Post-Behavior and Pre-Behavior

conditions received one, two-hour training session– Self-report questionnaire– Confidentiality & incentive/reward– Rationale for self-management

• Consequence-focused (Post-behavior)• Activator-focused (Pre-behavior)

– Goal setting using SMART• Self-rewards

– Use of a critical behavior checklist (CBC)• Group exercises

Page 34: Changing Driver Behavior Through On-board Safety Monitoring

34

Reward/Incentive

• Drivers received $1.00 for each completed CBC

• A raffle was be held at the end of the project. The winner was selected from all the completed CBCs. Each winner received $50

Page 35: Changing Driver Behavior Through On-board Safety Monitoring

35

Driving Checklist

Self-Management ChecklistCompleted before starting your shift for the dayDate:_________Driver #________________

_____% of the time I will drive today without Overspeeding (please estimate)#_____of times I will have an Extreme Braking incident today while driving (please estimate)

Comments:_______________________________________________________________________________________________________________________________________________________________________________________________________________________________

Page 36: Changing Driver Behavior Through On-board Safety Monitoring

36

Feedback• At the beginning of each week, each driver received a sealed

envelope with their individual driver number on it.

5.00

7.00

0.00

1.00

2.00

3.00

4.00

5.00

6.00

7.00

8.00

Self-Observed Computer

Freq

uenc

y of

Ext

rem

e B

raki

ng In

cide

nts

Page 37: Changing Driver Behavior Through On-board Safety Monitoring

37

Overspeeding

0

1

2

3

4

5

6

7

8

9

Consecutive Weeks

Perc

enta

ge o

f Driv

ing

Tim

e O

vers

peed

ing

Post-Behavior

Pre-Behavior

1 2 3 4 5 6 7 8 9 10 11 12

BASELINE INTERVENTION WITHDRAWAL

Mean=2.3% Mean=1.6%

Mean=2.5%

Mean=6.3%

Mean=4.6%

Mean=6.5%

Page 38: Changing Driver Behavior Through On-board Safety Monitoring

38

Extreme Braking

0

2

4

6

8

10

12

14

16

18

20

Consecutive Weeks

Mea

n Fr

eque

ncy

of E

xtre

me

Bra

king

Inci

dent

s

Post-BehaviorPre-Behavior

BASELINE INTERVENTION WITHDRAWAL

1 2 3 4 5 6 7 8 9 10 11 12

Mean=1.22 Mean=.44 Mean=.87

Mean=7.3

Mean=3.7

Mean=7.2

Page 39: Changing Driver Behavior Through On-board Safety Monitoring

39

Discussion

• Results suggest the self-management intervention was responsible for behavior change– Not training– Not increased attention towards safety

• Small gains, big wins– Pre-Behavior

• Mean=1,669 total road hours/month– 11.7 less hours speeding/month (140 hours/year)– 16 less extreme braking incidents/month (192/year)

Page 40: Changing Driver Behavior Through On-board Safety Monitoring

40

Discussion con’t

• No long-term behavior change– No self-persuasion

• Not enough time• Incentive

– Extrinsic motivation– Intrinsic motivation

Page 41: Changing Driver Behavior Through On-board Safety Monitoring

Topic 4:

On-Board Safety Monitoring:

A Macroergonomicand Behavioral Safety View

Page 42: Changing Driver Behavior Through On-board Safety Monitoring

42

Macroergonomics

• The study of the interface of the human to the job and organization.

• Focus: the job’s “sociotechnical” system and its effect on workers;e.g., motivation, job satisfaction, work culture, safety practices, and behavior.

Page 43: Changing Driver Behavior Through On-board Safety Monitoring

43

On-Board Safety Monitoring

• Goal: refine driver safety performance• OBSM applications include:

– Speed– Acceleration (longitudinal and lateral)– Forward Headway– Alertness (e.g., PERCLOS)– Lane tracking (performance correlate of

alertness) – Sleep (e.g., the actigraph).

Page 44: Changing Driver Behavior Through On-board Safety Monitoring

44

On-Board Safety MonitoringChallenges

• Challenge #1:Achieving driver acceptance

• Challenge #2:Avoiding compensatory risktaking.

Page 45: Changing Driver Behavior Through On-board Safety Monitoring

45

Using OBSM Technologies forPerformance-Based Management

• Develop, validate, refine, and demonstrate technologies.

• Benchmark levels of safe performance.• Implement as part of comprehensive

behavioral safety management program.• Provide financial, social, and regulatory

incentives for meeting benchmarks.• I.e., integrate technology into the job!

Page 46: Changing Driver Behavior Through On-board Safety Monitoring

46

Elements of aMonitoring System

• Measure• Sensor• Algorithm(s)• DVI

– Thresholded?[i.e., a warning]

– Continuous?– Summative?

• Driver training• Other activators

• Consequences– Immediate?– Post-trip?– Career?– Life and health?

• Gov’t regulatory support?

Page 47: Changing Driver Behavior Through On-board Safety Monitoring

47

Performance Enhancement Concept:Eliminate High-Risk Driving,

and Improve All Driving!

SAFE

Generalized ImprovementUnsafe

Extremes

UNSAFE

Increasing Effectiveness