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Advanced Gamification Analytics
Ted Hopton, Global Community Manager, UBM
UBM Global Community Manager
• Since 2008
• Responsible for the
Hub, an internal
community of 5500+
employees
• Obsessed with metrics
forever…
• Launched Advanced
Gamification Mar 2013
2
3
UBM helps businesses do business
UBM is a global events-led marketing and
communications services business.
We seek to help organisations make connections,
communicate their proposition and do business
effectively.
We enable professional people in more than 20
countries around the world to connect and engage with
each other, with the markets they serve and with the
information they need to succeed.
Events
4
• UBM runs more than 400 tradeshows, conferences and other
‘in person’ events around the world each year.
• UBM is the world’s second largest ‘pure play’ event organiser.
The Big Picture
Gamification = Rich Data
1. Effective, advanced measurement is
essential to gamification success
2. Gamification data yields deep insights for
overall community management
5
Picture credit: www.fleetlocate.com
Mechanical Hurdles
How to Get the Data You Need
6Picture credit: John Roach
Problem: If only it were so simple…
• Getting actionable data from the
Gamification Console is difficult
• Hard to figure out what metrics to focus on
7
Picture credit: factspod.blogspot.com
Transform the Data
• Get access to exportable reports
• Parse the Tags field
• Add contextual data
(including from Jive)
• Build queries and reports
• Accumulate data over time
• Monitor trends
8
Picture credit: tvtropes.org
In the Beginning
How We Set Point Values
9Picture credit: David Trachtenberg
Points System: The Foundation
• Points are incredibly important
– Incentives for specific behavior
– Indicates relative value of each behavior
• (Business Value)2 * Difficulty
– Value to the Business 1-5 scale
– Difficulty 1-3 scale
• Set a daily limit
10
Picture credit: Ian Worpole
Noticeable Spread in Relative Value
Trigger Points Business
Value
Difficulty
Had their answer
marked correct
75 5 3
Someone shared
their content
48 4 3
Created content 32 4 2
Add a tag 4 2 1
11
Finding Answers in the Data
Even If You Aren’t Rainman
12Picture credit: Marco Jacobs
Action Types
• Contribution
– Create blog post
– Create idea
– Create document
– Upload document
– Create discussion
– Create poll
– Create group
– Status update
– Answer Marked Correct or
Helpful
• Curation
– Bookmark created
– Delete
– Follow
– Like
– Mention
– Rate
– Mark Answer Correct or
Helpful
– Share
– Join group
– Tag added
13
Picture credit: Adriana de Barrows
Action Types
• Participation
– Avatar changed
– Comment
– Download
– View blog post
– Vote on idea/poll
– Complete profile
• Reaction (to you)
– Bookmarked by
another
– Commented on
– Downloaded
– Followed
– Liked
– Mentioned
– Rated
– Voted on
14
Picture credit: Adriana de Barrows
% Growth in Activity
15
Mar Apr May Jun Jul Aug
Curation 0% 70% 97% 48% 43% 27%
Contribution 0% 65% 73% 65% 66% 38%
Reaction 0% 53% 90% 50% 37% 31%
Participation 0% 50% 69% 49% 24% 20%
0%
10%
20%
30%
40%
50%
60%
70%
80%
90%
100%
%IncreasefromLaunchinMar2013
Increase in Gamification Activities / Member Since Launch
Make Sense of the Data
• If you’re not
measuring, you are
only guessing
• What are people
actually doing?
• Is it what you
intended?
• Look at your
community metrics
16
Increase in Community Activity
17
0
10
20
30
40
50
60
Activity
Hub Activity Trends Per Member
CMR Activity / Member
Unprecedented Impact
18
0
2
4
6
8
10
12
14
16
Hub Participating and Contributing Activity Trends
CMR Participating Activity / Active Member CMR Contributing Activity / Active Member
CMR Participating Activity / Member CMR Contributing Activity / Member
More People Participating
19
Active Members /
Members
Participating Members /
Members
Contributing Members /
Members
% Increase from Mar-May 12% 27% 32%
% Increase from Mar-Aug 7% 16% 17%
0%
5%
10%
15%
20%
25%
30%
35%
Why the Downward Trends?
• Possible explanations:
– Novelty is wearing off. Keeping
people’s attention is difficult.
– May require changing the game
periodically. More missions.
– May need to re-think the way we
implemented gamification.
• It’s too early to be sure…
20
Is Gamification Sustainable?
• Much like a
community itself
– Can’t just walk
away
– Need to nurture it
– Need to study the
data to learn what
works and what
does not
21
Picture credit: Peter VandenBerg
Takeaways
• Get access to exportable
reports and transform the
data
• Set point values logically
and carefully
• Categorize the raw data
22
• Look at trends and % change to detect meaning
• Compare to community metrics
Picture credit: Ken Davenport

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Advanced Gamification Analytics - JiveWorld 2013

  • 1. Advanced Gamification Analytics Ted Hopton, Global Community Manager, UBM
  • 2. UBM Global Community Manager • Since 2008 • Responsible for the Hub, an internal community of 5500+ employees • Obsessed with metrics forever… • Launched Advanced Gamification Mar 2013 2
  • 3. 3 UBM helps businesses do business UBM is a global events-led marketing and communications services business. We seek to help organisations make connections, communicate their proposition and do business effectively. We enable professional people in more than 20 countries around the world to connect and engage with each other, with the markets they serve and with the information they need to succeed.
  • 4. Events 4 • UBM runs more than 400 tradeshows, conferences and other ‘in person’ events around the world each year. • UBM is the world’s second largest ‘pure play’ event organiser.
  • 5. The Big Picture Gamification = Rich Data 1. Effective, advanced measurement is essential to gamification success 2. Gamification data yields deep insights for overall community management 5 Picture credit: www.fleetlocate.com
  • 6. Mechanical Hurdles How to Get the Data You Need 6Picture credit: John Roach
  • 7. Problem: If only it were so simple… • Getting actionable data from the Gamification Console is difficult • Hard to figure out what metrics to focus on 7 Picture credit: factspod.blogspot.com
  • 8. Transform the Data • Get access to exportable reports • Parse the Tags field • Add contextual data (including from Jive) • Build queries and reports • Accumulate data over time • Monitor trends 8 Picture credit: tvtropes.org
  • 9. In the Beginning How We Set Point Values 9Picture credit: David Trachtenberg
  • 10. Points System: The Foundation • Points are incredibly important – Incentives for specific behavior – Indicates relative value of each behavior • (Business Value)2 * Difficulty – Value to the Business 1-5 scale – Difficulty 1-3 scale • Set a daily limit 10 Picture credit: Ian Worpole
  • 11. Noticeable Spread in Relative Value Trigger Points Business Value Difficulty Had their answer marked correct 75 5 3 Someone shared their content 48 4 3 Created content 32 4 2 Add a tag 4 2 1 11
  • 12. Finding Answers in the Data Even If You Aren’t Rainman 12Picture credit: Marco Jacobs
  • 13. Action Types • Contribution – Create blog post – Create idea – Create document – Upload document – Create discussion – Create poll – Create group – Status update – Answer Marked Correct or Helpful • Curation – Bookmark created – Delete – Follow – Like – Mention – Rate – Mark Answer Correct or Helpful – Share – Join group – Tag added 13 Picture credit: Adriana de Barrows
  • 14. Action Types • Participation – Avatar changed – Comment – Download – View blog post – Vote on idea/poll – Complete profile • Reaction (to you) – Bookmarked by another – Commented on – Downloaded – Followed – Liked – Mentioned – Rated – Voted on 14 Picture credit: Adriana de Barrows
  • 15. % Growth in Activity 15 Mar Apr May Jun Jul Aug Curation 0% 70% 97% 48% 43% 27% Contribution 0% 65% 73% 65% 66% 38% Reaction 0% 53% 90% 50% 37% 31% Participation 0% 50% 69% 49% 24% 20% 0% 10% 20% 30% 40% 50% 60% 70% 80% 90% 100% %IncreasefromLaunchinMar2013 Increase in Gamification Activities / Member Since Launch
  • 16. Make Sense of the Data • If you’re not measuring, you are only guessing • What are people actually doing? • Is it what you intended? • Look at your community metrics 16
  • 17. Increase in Community Activity 17 0 10 20 30 40 50 60 Activity Hub Activity Trends Per Member CMR Activity / Member
  • 18. Unprecedented Impact 18 0 2 4 6 8 10 12 14 16 Hub Participating and Contributing Activity Trends CMR Participating Activity / Active Member CMR Contributing Activity / Active Member CMR Participating Activity / Member CMR Contributing Activity / Member
  • 19. More People Participating 19 Active Members / Members Participating Members / Members Contributing Members / Members % Increase from Mar-May 12% 27% 32% % Increase from Mar-Aug 7% 16% 17% 0% 5% 10% 15% 20% 25% 30% 35%
  • 20. Why the Downward Trends? • Possible explanations: – Novelty is wearing off. Keeping people’s attention is difficult. – May require changing the game periodically. More missions. – May need to re-think the way we implemented gamification. • It’s too early to be sure… 20
  • 21. Is Gamification Sustainable? • Much like a community itself – Can’t just walk away – Need to nurture it – Need to study the data to learn what works and what does not 21 Picture credit: Peter VandenBerg
  • 22. Takeaways • Get access to exportable reports and transform the data • Set point values logically and carefully • Categorize the raw data 22 • Look at trends and % change to detect meaning • Compare to community metrics Picture credit: Ken Davenport