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Rochelle’s Web Cast
Takeaways
Essentials to Advancing Analytics Capability
Hi there!
I’m Rochelle Hood,
your Community
Manager for
These are my
Key Takeaways from a
members-only web cast that
took place on
29 November 2016
Essentials to Advancing Analytics Capability
Facilitator:
Paul Fedor
Director, HR & Service Centre Metrics & Analytics,
Northrop Grumman Enterprise Shared Services
Watch the full web cast and
download the slides here!
Background
Launching or progressing data analytics capabilities is in the
forefront for many shared services organisations as teams
continuously evolve their knowledge-based skills and the
value they deliver to their customers.
Advancing on the analytics spectrum
from measurements and historical
reporting to predictive analysis
requires a sound strategy, the right
tools and leadership involvement.
Background
The following are a few highlights from Paul’s
insights and our group exchange.
1
“All data, dashboards,
metrics are useless unless
the knowledge and insights
derived from them are
translated into action.”
– Suchitra Mishra
2
Most important element when
building capability is
focusing on the WHY
and the IMPACT.
3
Essential for stakeholders
and customers of analytics
to clearly understand
the differences between reports
(historical), metrics/performance
indicators (past/current state) and
advanced analytics
(future/predictive).
4
Important to
provide
information to
give data context
was a key benefit for
managers and
stakeholders.
Play Ball!*
The Seattle Mariners baseball team
beat the San Francisco Giants last
night 10-0. Who do you think will win
the next game?
Does your answer change if you have
more data?
• The Mariners had key players injured
in last night’s game.
• The Giants will start the league’s best
pitcher in the next game – a pitcher
who hasn’t lost a game all year.
Now, who do you think will win the
next game?
*Example taken from presentation
slide no. 8 of the web cast
5
Leadership needs to
understand both the
model / methodology and
the data in order to see value
in analytics and trust your
numbers.
6
Begin with the end in
mind and focus on using
analytics to solve a
business problem.
7
Avoid simply providing data
to answer questions
versus
understanding the objective
of the topic and perspective
being presented.
8
Predictive analytics and leading
indicators start with a hypothesis.
Build questions and correlate data to
prove/disprove the hypothesis.
Example: Flight risk factors in an attrition
model to predict who might leave your
organisation
9
When developing your strategy
and assessing current maturity
level, identify what will make
your organisation more
competitive.
i.e. Retail industry has high turnover;
provide analytics to support factors that
contribute to attrition in order to outline
a plan to lower by 10%.
10
Desired skills in analytics talent
– people who know the data and systems,
team members skilled at analytics and
understanding patterns, and someone with
consultancy experience capable of
interfacing with very senior leaders in the
organisation.
Recognise it’s unlikely to find all the
skills in the same person…or even 2 or 3
team members.
11
Data quality and integrity
– when you have gaps or
inconsistencies in your data, gauge the
confidence level stakeholders have in
the systems/data sources.
Utilise the most important data
elements and explain what’s
missing.
12
Incentivise or measure
data entry accuracy and
compliance to governance
to raise data quality.
WANT TO LEARN MORE?
Check out the presentation slides and recorded
version of the web cast for further details.
ONE LAST THING…
You’ll need your Shared Intelligence
login details to watch the web cast.
Can’t find them? No problem.
Email info@sharedintelligence.com
and we’ll be glad to assist you.

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Rochelle's Web Cast Takeaways: Essentials to Advancing Analytics Capability

  • 1. Rochelle’s Web Cast Takeaways Essentials to Advancing Analytics Capability
  • 2. Hi there! I’m Rochelle Hood, your Community Manager for
  • 3. These are my Key Takeaways from a members-only web cast that took place on 29 November 2016
  • 4. Essentials to Advancing Analytics Capability Facilitator: Paul Fedor Director, HR & Service Centre Metrics & Analytics, Northrop Grumman Enterprise Shared Services Watch the full web cast and download the slides here!
  • 5. Background Launching or progressing data analytics capabilities is in the forefront for many shared services organisations as teams continuously evolve their knowledge-based skills and the value they deliver to their customers. Advancing on the analytics spectrum from measurements and historical reporting to predictive analysis requires a sound strategy, the right tools and leadership involvement.
  • 6. Background The following are a few highlights from Paul’s insights and our group exchange.
  • 7. 1 “All data, dashboards, metrics are useless unless the knowledge and insights derived from them are translated into action.” – Suchitra Mishra
  • 8. 2 Most important element when building capability is focusing on the WHY and the IMPACT.
  • 9. 3 Essential for stakeholders and customers of analytics to clearly understand the differences between reports (historical), metrics/performance indicators (past/current state) and advanced analytics (future/predictive).
  • 10. 4 Important to provide information to give data context was a key benefit for managers and stakeholders. Play Ball!* The Seattle Mariners baseball team beat the San Francisco Giants last night 10-0. Who do you think will win the next game? Does your answer change if you have more data? • The Mariners had key players injured in last night’s game. • The Giants will start the league’s best pitcher in the next game – a pitcher who hasn’t lost a game all year. Now, who do you think will win the next game? *Example taken from presentation slide no. 8 of the web cast
  • 11. 5 Leadership needs to understand both the model / methodology and the data in order to see value in analytics and trust your numbers.
  • 12. 6 Begin with the end in mind and focus on using analytics to solve a business problem.
  • 13. 7 Avoid simply providing data to answer questions versus understanding the objective of the topic and perspective being presented.
  • 14. 8 Predictive analytics and leading indicators start with a hypothesis. Build questions and correlate data to prove/disprove the hypothesis. Example: Flight risk factors in an attrition model to predict who might leave your organisation
  • 15. 9 When developing your strategy and assessing current maturity level, identify what will make your organisation more competitive. i.e. Retail industry has high turnover; provide analytics to support factors that contribute to attrition in order to outline a plan to lower by 10%.
  • 16. 10 Desired skills in analytics talent – people who know the data and systems, team members skilled at analytics and understanding patterns, and someone with consultancy experience capable of interfacing with very senior leaders in the organisation. Recognise it’s unlikely to find all the skills in the same person…or even 2 or 3 team members.
  • 17. 11 Data quality and integrity – when you have gaps or inconsistencies in your data, gauge the confidence level stakeholders have in the systems/data sources. Utilise the most important data elements and explain what’s missing.
  • 18. 12 Incentivise or measure data entry accuracy and compliance to governance to raise data quality.
  • 19. WANT TO LEARN MORE? Check out the presentation slides and recorded version of the web cast for further details.
  • 20. ONE LAST THING… You’ll need your Shared Intelligence login details to watch the web cast. Can’t find them? No problem. Email info@sharedintelligence.com and we’ll be glad to assist you.