More Related Content Similar to Emerging Challenges in Learning: Proving the Business Value (20) More from Human Capital Media (20) Emerging Challenges in Learning: Proving the Business Value 1. Emerging Challenges in Learning: Proving The Business Value
Jeffrey Berk
Chief Operating Officer
KnowledgeAdvisors
2. Agenda
Overview of KnowledgeAdvisors
Linking to shareholder value
The convergence of talent management
Showing business impact
“Scrap” learning / manager support
Performance optimization/Six Sigma
Predict and forecast, then follow-up
Actionable metrics
Informal learning measurement
Measurement maturity and sustainability
September 29, 2010 2© 2010, KnowledgeAdvisors
3. KnowledgeAdvisors & Metrics that Matter®
September 29, 2010 3© 2010, KnowledgeAdvisors
Experts in
metrics that
matter
KnowledgeAdvisors is a
human capital analytics firm.
We are the world’s largest
provider of learning and talent
measurement solutions.
5. How Much of L&D Should you Spend?
8 to 10% - what is spent by world class organizations
5 to 7% - what is spent by leading edge organizations
3 to 5 % - what should be spent by most organizations
1 to 3 % - what is spent by some organizations
0 to 1% - what is spent by most organizations
5
Source: Josh Bersin, KnowledgeAdvisors Analytics Symposium 2010
September 29, 2010 © 2010, KnowledgeAdvisors
6. Linking to Shareholder Value
Companies investing
in learning analytics
beat S&P 500 by 17%
Source: Human Capital Measurement and Its Impact on Stock Performance, KnowledgeAdvisors, 2009
In 2009…
9. Smile Sheets Smart Sheets
9September 29, 2010 © 2010, KnowledgeAdvisors
10. Making Decisions With Impact Data
Cut or improve
programs that aren’t
providing impact to
the business
“We need our measurement tools and
process now more than ever; if we
don’t have access to this data, how
will we be able to make intelligent
decisions on what to cut?”
- KnowledgeAdvisors Client
September 29, 2010 10© 2010, KnowledgeAdvisors
11. Human Capital Approach
Factor Item Amount
Estimate Given all factors, including this training, estimate how much
your job performance related to the course subject matter will
improve. 54.24%
Isolate Based on your response to the prior question, estimate how
much of the improvement will be a direct result of this training. 61.18%
Isolate What percent of your total work time requires the knowledge/
skills presented in this training? 62.65%
Adjust Bias, confidence, conservatism 65%
Training impact on performance improvement, adjusted for bias: 54.24% x 61.18% x
62.65% x 65% = 13.51%
Uses improved job
performance as the overall
measure of business impact
Easy to use, practical,
scalable, replicable
Provides a financial ROI
relative to the improvement in
human capital performance
• Uses principles of estimation,
isolation, and adjustment
• Assumption is that human
capital’s value (i.e. salary) is
like any other asset that has
expected value that can
appreciate or depreciate over
time
12. Business Results Evaluation Approach
• Use specific business results as
a measure of business impact
• Uses an advanced survey to
estimate improvement in results
• Leverage technology to make
practical and scalable
• Provides a financial ROI relative
to the change in the business
result that prompted the training
• Uses principles of estimation,
isolation, and adjustment specific
to the business result
September 29, 2010 12© 2010, KnowledgeAdvisors
14. Case Example: Advanced Business Results
14September 29, 2010 © 2010, KnowledgeAdvisors
Background: ERP company
performing customer education
Business Issue: Show value of
training to customers in terms of
increased productivity and quality
Measurement Solution: Collected
12,770 end of program evaluations
within 6 months asking participants
to forecast impact
Analytics Results: 18.2%
estimated increase in productivity
from the training (adjusted down for
self-reported bias)
16. Use Business Impact Templates
16September 29, 2010 © 2009, KnowledgeAdvisors
Background: Large CPG based in
Canada, sales training
Business Issue: Visible sales
program, requested to link between
it and sales results
Analytics Solution: Used process
to evaluate sales change and
impact training had on sales
Analytics Results: 7% increase in
sales, 20% of the increase was due
to training, this was a $74,000
increase per sales person when the
training was $5000 per person
17. Use Actual Result Correlations
17September 29, 2010 © 2009, KnowledgeAdvisors
This is a method where actual results can be input or imported at an
aggregate, periodic frequency. It is then correlated in time periods
against training evaluation data for impact indicators.
The example below is from sales data and sale training.
18. Causal Modeling
High level statistical
analysis using Structural
Equation Modeling
Determines the key factors
that influence business
impact
Causation not correlation
The Causal Model can be
used to predict future
results and determine
investments
September 29, 2010 18© 2010, KnowledgeAdvisors
Instructor
Effectiveness
Worthwhile
Investment
Courseware
Quality
Individual
Learning
0.625
0.556
0.337
0.083
0.483
19. Scrap Learning/Manager Support
September 29, 2010 19
COSTS
RETURN
? %
DID NOT TRY IT
AT ALL
? %
TRIED IT TO SOME EXTENT BUT
GAVE UP
? %
TRIED IT AND
GOT POSITIVE
RESULTS
UNREALIZED VALUE
COSTS
RETURN
? %
DID NOT TRY IT
AT ALL
? %
TRIED IT TO SOME EXTENT BUT
GAVE UP
85%+
TRIED IT AND GOT POSITIVE RESULTS
Typical
Training
without
Strong
Manager
Support
The
preferred
method
of
op7mizing
training
Source:
Robert
Brinkerhoff
© 2010, KnowledgeAdvisors
20. Scrap Learning is a Real Problem
September 29, 2010 20
How
much
learning
is
applied
to
the
job?
When
is
learning
applied
to
the
job?
What
are
the
barriers
to
impact?
What
can
be
done
to
reduce
scrap?
Source:
KnowledgeAdvisors
© 2010, KnowledgeAdvisors
22. Six Sigma Approach to Performance Optimization
September 29, 2010 22© 2010, KnowledgeAdvisors
25. Informal Learning Measurement
25September 29, 2010 © 2010, KnowledgeAdvisors
73% 56% 54% 46% 13%
% of respondents supporting each type of informal learning
Source: KnowledgeAdvisors Informal Learning Study, 2009
#ofrespondents
38
29 28
24
7
0
5
10
15
20
25
30
35
40
45
Mentoring &
Coaching (M&C)
Communities of
Practice (CoPs)
Virtual
Knowledge
Sharing (VKS)
Performance
Support Systems
(PSS)
Other
• Measure activity trends (ex. utilization of performance support tool)
• Quick Poll evaluation at point of use (ex. Amazon-like star rating)
• Comprehensive periodic evaluation to review quality and impact
• In research, 100% who measured had higher future budget allocations
27. Measurement Sustainability
9/29/10 © 2010 KnowledgeAdvisors
Processes
Standards,
Tools
Technology
Data
Utilization
• Established and consistent
processes, technologies and
communications for
measurement
• Broad base of skills in
analytics and
measurement and strong
capabilities in end-to-end
measurement methods
• Standardization for a consistent
and single point of analytics with
integration to and from feeder
systems
• Roles and accountabilities for
metrics are defined with
consistent expectations on
what should be measured.
• Strong desire to use the data for
decision making
• Maturityi n how data is reported and
used to improve end to end talent
processes
• Strong leadership for driving measurement
with governance to support it.
• Standards have been created for data collection
• Data integrity exists
• Culture supports and drives
need for standards and common
talent development processes
and measurement
3
5
8
1
2
3
4
6
7