Transcript Slide 1

SmartSafety
Insights, not instincts
Coert du Plessis, Partner, Deloitte
22 November 2011
The innovative data driven approach to a safer workplace
Number 1
Most workpalces now effectively measure safety performance
Total Recordable Injury Frequency Rate | Dashboard
12
10
TRIFR
8
6
4
2
0
Feb-10 Mar-10
Apr-10 May-10 Jun-10
TRIFR (C)
Jul-10
TRIFR (B)
Aug-10 Sep-10
TRIFR (A)
Oct-10
Nov-10 Dec-10
Jan-11
QTR Moving AVG
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Some are using visual ways of presenting the results
30% of injuries to
the right hand
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And some innovative design principles....
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Measure the size of the problem
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SmartSaftey 101
Embedded
Safety integrated into
business
Effective
Safety systems &
people programs
Operational
Safety maturity
The Smart Safety Maturity Model
Safety systems focus
Data analytics maturity
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SmartSaftey 101
Safety integrated into
business
Effective
Foresight
Safety systems &
people programs
Insight
Operational
Safety maturity
Embedded
The Smart Safety Maturity Model
Safety systems focus
Statistical reporting &
trend analysis
Granular profiling
Real time
Predictive analysis
Hindsight
Data analytics maturity
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SmartSaftey 101
Embedded
Effective
Zero
Harm
Safety integrated into
business
Safety systems &
people programs
Operational
Safety maturity
The Smart Safety Maturity Model
Safety systems focus
Statistical reporting &
trend analysis
Granular profiling
Real time
Predictive analysis
Data analytics maturity
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How it works
Existing
Data
Smarten
Data
Granular
insights
Focused
interventions
Analyse
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Sharpening the usual levers
HSE Strategy,
Plans,
Programs and
Projects
Performance
Management Behaviour
Change
Investment
planning &
Budgeting
Comms &
Message
Campaigning
Workforce
Profile
HSE
Infrastructure
Policy & Safety
Procedures
Education,
Training &
Coaching
Data Driven Decisions
(Granular = Grades of control)
Job & Task
Design
Workflow
design
Site Profile
Optimisation
Equipment,
Tools and
Procurement
Standards
Safety Mindset
Activity Clusters
Safety leadership levers
People levers
Operational levers
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SmartSaftey 101
Embedded
Safety integrated into
business
Effective
Safety systems &
people programs
Operational
Safety maturity
The Smart Safety Maturity Model
Safety systems focus
Statistical reporting &
trend analysis
Granular profiling
Real time
Predictive analysis
Data analytics maturity
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Analysis example| Self Organising Maps (SOMs)
Number of events I was involved in
- Multifunction
- Visual
- No assumptions
- Simultaneous
- Proximity = similarity
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Five features cover 25% of the workforce and 43% of the
severe incidents [Actual client result]
25% of the workforce
= Not covered by the 5
SOM attributes
43% of the severe incidents
= Covered by the 5 SOM
attributes
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Window 2 of 500 – Fatigue exception rate
My ratio of fatigue exceptions
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Number of events I was involved in
1. Logic is correct - keep doing it
2. Counter intuitive - protect
3. Counter intuitive - don’t reward
My ratio of fatigue exceptions
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Number of events I was involved in
My ratio of fatigue exceptions
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Feature 1: Fatigued, “Nappy Valley”, Maintainer employees
Nappy Valley – C-Australia, 2006 Census
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Barriers to insight
Data
quality
Experience
Security
and data
access
Analytic
skills
Insight
Data
mountain
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What would you do
differently if you
could know who will
get hurt next...
Your call.
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