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This presentation sets out how to use data collection and player analytics in online games to create better experiences and environments for players. The Games Industry can use data and analytics to create pro-active Player Relationship Management and increase revenues and engagements.
You’re already overwhelmed. And yet every day there is more and more information to filter. For you: What strategies, tools and techniques do you need for this new literacy? How do you find the trusted sources that curate the information you need each day? How can you ensure that the information you find, use and act on is credible? For the people you serve: How can you become (or remain!) a trusted source of information and enhance your reputation? What if you could find/share something once and have it show up everywhere you need it to be?
Attendees Will Walk Away With:
• A strategy for handling information overload
• Free, practical online tools they can implement immediately
• Connections to sites, experts, resources to help them with the above (i.e. early adopters who are testing this all out and thinking deeply on this stuff for you!).
Marco Campana
Marco has worked with the web and social media for numerous non-profits and believes that technology is valuable when it is connected to our daily work. Marco believes that social media is a means to an end. You probably care about the end. This is reasonable.
This presentation sets out how to use data collection and player analytics in online games to create better experiences and environments for players. The Games Industry can use data and analytics to create pro-active Player Relationship Management and increase revenues and engagements.
You’re already overwhelmed. And yet every day there is more and more information to filter. For you: What strategies, tools and techniques do you need for this new literacy? How do you find the trusted sources that curate the information you need each day? How can you ensure that the information you find, use and act on is credible? For the people you serve: How can you become (or remain!) a trusted source of information and enhance your reputation? What if you could find/share something once and have it show up everywhere you need it to be?
Attendees Will Walk Away With:
• A strategy for handling information overload
• Free, practical online tools they can implement immediately
• Connections to sites, experts, resources to help them with the above (i.e. early adopters who are testing this all out and thinking deeply on this stuff for you!).
Marco Campana
Marco has worked with the web and social media for numerous non-profits and believes that technology is valuable when it is connected to our daily work. Marco believes that social media is a means to an end. You probably care about the end. This is reasonable.
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Join Avalon Consulting and Change.org to learn the five critical strategies that will help integrate your efforts and drive the most value from your direct marketing work across all your channels, including:
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When/whether to suppress inactives
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I of F South West Spring Conference 2012
1. Making the most of your
database
Paul Jackson
Steve Thomas
25th April 2012
2.
3. About Purple Vision
• independent consultants established 2003
• charities, associations, schools and universities
• services include:
– fundraising consultancy and research
– data analytics
– Appeal and campaign planning
– business process improvement
– project management and training
• ASI, Blackbaud, Salesforce
• fundraising | technology | change
6. “From here on in I want to really ‘get to
know’ my data. Who is on there? Why are
they on there? What do I know? What do
I need to know? How can I target certain
groups?”
7. 12 Top Tips
1. What you don’t know 1. Social Integration
2. Supporter journeys 2. Reporting
3. Data cleansing 3. Business Processes
4. Single supporter view 4. Data Mining
5. Segmentation 5. Engagement
6. Email integration 6. Profiling
8. You don’t know what you don’t know!
• Contact details • Products purchased
• Employ & other bio • Services accessed
• Donations made • Areas of interest
• Type
• Date • Mailing preferences
• Value
• Pay method • Comms in & out
• GAD
• Membership
• Event attendance
• Demographics
• Volunteer details
• Online interaction
• Prospect info
What & Who should you ask to find out?
9. Supporter journeys
Volunteered
Became
committed
giver
Joined
First Gift membership Legacy
Pledge
Volunteered
Became
committed
giver
11. Database Cleansing
• When was this last done?
• Why do it?
• Check list of options:-
• Deduplication of contacts
• Suppressions
• Address correction (nb Postcode Anywhere)
• NCOA
• Email checking
• Is there ‘stuff’ that’s never used?
• What about ‘Old’ information?
12. From silos to one view
• All charities do it!
An existing client...
Originally Now
3 contact files 11 files
13. From silos to one view
• Main reason for your own files?
• How to control your contacts
• Data ‘amnesty’...and the benefits
• Consider a database champion
(in Fundraising)
19. So what?
Targeting:
• Make targeting more appropriate to audience
• Avoid scattergun communications
• Protect against unsubscribes and lapsing
• Makes internal expectations realistic
20. Email integration
• Easy to record emails
in most systems
• Aids ‘360o view’ for
contacts
• What about email campaigns?
• Raisers Edge: “chimpegration”
• Cloud systems tightly integrated
• Benefits
• Easily record campaign against contacts
• Update preferences, unsubscribes & bounces
• measure level of engagement
27. Reporting
“a report, of % of bookings in a year that are made
by an organisation that also booked in the previous
year AND the % of bookings by an organisation
that have made another booking within a two year
period. Ability to specify start and end dates and
look at summary or details”.
28. Reporting
• If it isn’t easy – Why?
• Consider using a reporting tool...or a
consultant!
• What reports do you need
– Segmenting/targetting/campaigns
– Performance: financial, KPIs
• What reports do you need?
What 5 reports would you find most useful?
29. Business Process Improvement
Enquirer Passive
Interest eg
Sent within x
leaflet
1. Code all days
response Info
devices, Pack/
Active record all Leaflet
interest, eg interactions
Consumer
web,
request info
Welcome Sent within x
Pack weeks
2a. Record Gift
Supporter 2b. Record Welcome
Pack response & tailor
& target comms
accordingly
Thank
You
3. Record Sent within x
gifts/response & weeks
2nd
Repeat use to derive next
Appeal
Supporter prompt. If no gift
in x months offer If Lottery have
Lottery? delayed
upgrade/
conversion plan
Lottery
30. Data mining
• “...the purpose of data mining is to discover
hidden patterns in large amounts of data in
order to use these for data analysis and
forecasting”.
• Beers and Nappies!
• In our world..
• RFM
• How long Data Probability that
• Membership supporter will
• Engagement Mining stop giving
• Events
.
.
• Can I use it?.........Excel
31. Engagement
7119
2790 super close
5311 7 on holiday
2525 on sabbatical Segment 7
7
Segment 6
2295 keen but stuck
Segment 5
4183 activists
Segment 4
6671 first biters
Segment 3
9457 Potentials
Segment 2
Zeros Segment 1
Segment 0
32. Engagement - understanding shifting
Probabilities of being present in each segment next month
depending on presence this month
7 0.12 0.47 1.10 1.85 3.25 9.20 11.08 88.74
6 79.48 4.62
5 0.01 87.23 7.16 4.62
4 96.75 3.57 2.27
3 0.27 0.18 0.89 92.88
2 0.42 2.22 93.74 3.97
1 0.01 97.12 4.25 1.24
0 99.18 0.01 0.05
0 1 2 3 4 5 6 7
33. Engagement – moves and blocks
8845
3511 super close
3301 7 on holiday
3976 on sabbatical Segment 7
7
Segment 6
3111 keen but stuck
Segment 5
2213 activists
Segment 4
6649 first biters
Segment 3
7250 Potentials
Segment 2
Zeros Segment 1
Segment 0
34.
35.
36. Look alike logic
Universe
Non-profit
supporters
Your
Database
Your
Sector
38. Profile variables
• Income • Age
• Housing Tenure • Children
• Spending Power • Household Size
• Education • Property Type
• Occupation • Urbanicity
• Social Grade • Retail Accessibility
39. Where are they?
New areas may have
a different socio-dem.
profile to the existing
donorbase
Different motivations
require different
communication
strategies
Missing all the towns!
40. Summary - 12 Top Tips
1. What you don’t know 1. Social Integration
2. Supporter journeys 2. Reporting
3. Data cleansing 3. Business Processes
4. Single supporter view 4. Data Mining
5. Segmentation 5. Engagement
6. Email integration 6. Profiling
41. Any questions?
0845 458 0250
info@purple-vision.com
www.purple-vision.com
@purple_vision
Editor's Notes
Start of our journey of discovery!
Based on a hunch that SU were not achieving the support and engagement that they could