Mining Your Association Management Software Data for Business Intelligence
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Transcript of Mining Your Association Management Software Data for Business Intelligence
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Mining Your AMS Data for
Business Intelligence
Wes Trochlil
President
Effective Database Management, LLC
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
EDM and WebLink
Wes Trochlil
President
Effective Database Management, LLC
Benji Craig
Director of
Digital Marketing
WebLink International, Inc.
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Business Intelligence Defined
…a management process
for using data
to make decisions.
Process Data Decisions
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
"The greatest wisdom not applied to action and behavior is meaningless data."
- Peter Drucker, The Effective Executive
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
What’s holding us back?
FEAR!
Fear of…
…getting it “wrong.”
…data contradicting conventional wisdom.
…having to change behavior.
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
BI Prerequisites
1. Establish clear outcomes
2. Clearly established data management processes
3. Ensure that data is being captured
4. Ensure that data is accessible for analysis
5. Actually apply the knowledge
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Data Channels
• Where does your data come from?
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
In-office Exercise
Identify your data channels
Data Channel Where it’s Kept Who Manages it Data Points Within
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Identifying Data Channels
• Membership
• Committee service
• Events registration
• Product Sales
• Subscriptions
• Exhibits
• Sponsorship
• Accreditation
• Certification
• Awards
• Advertising
• Fundraising
Obvious Channels
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Identifying Data Channels
• Industry databases
• Customer inquiries
• Phone apps
• Website downloads
• “Send me more info”
• Volunteers
• Face-to-face meetings
• Focus group participation
Less Obvious Channels
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
In-office Exercise
Identify your data channels
Data Channel Where it’s Kept Who Manages it Data Points Within
Membership AMS Membership Dept Type of member, length of membership
Event Registration Online System Events Dept Type of registration, type of event
Donations Spreadsheet Executive Office Size of donation, number of donations
Exhibits Spreadsheet Events Dept Size of booth, number of years exhibiting
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Case Study #1
NACUBO
• $10 million budget, 54 staff, ~3,000 organization members
• Promotes nearly 40 educational events per year
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Case Study #1
• Objective: Decrease marketing costs
• Action: Develop system for identifying best customers
• Result: Decreased marketing costs by 40%, increased attendance by 35%, increased revenue by $100K
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Case Study #1
• Twelve different data points
• Three years of data
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Case Study #1
Purchases•Books
•Conferences
•Web seminars
•CDs / Podcasts
•Online Self Study Courses
•Mailing lists
Participation•Award Nominations
•Focus Groups
•Listserves
•Research studies
•Volunteer or facilitator
•Testimonials or surveys
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Case Study #1
Assign Value
1-low level(instant)
3-mid level(time)
5-high level(travel/time/money)
Books - 1
Conferences - 5
Web seminars - 4
CDs / Podcasts -1
Subscriptions - 2
Advertising - 1
Award Nominations - 3
Focus Groups - 2
Listserves -1
Research Participation - 3
Annual Convention - 5
Testimonials or surveys – 2
Online self-study course - 3
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Case Study #1
• Gold – 837
• Silver – 607
• Bronze – 706
• Tin – 1801
• Zero - 5808
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Case Study #2
Grantmakers for Effective Organizations
• 400 organizations representing 3,600 individual member contacts
• Goals:
– validate that higher score means higher likelihood of renewing
– identify least and most engaged members
– identify which data points most reflect probability of renewing
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Case Study #2
Quantifying Engagement
• Thirty-six data points in six broad categories
– In-person engagement
– Volunteer service
– History with GEO
– Content and resources use
– Accessing GEO staff
– Bench Strength
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Case Study #2
Key Findings
• There is a positive relationship between engagement score and renewal rate
• Members in the top 30% percentile of engagement scores are nearly 100% likely to renew their membership the following year.
• Members in the bottom 20% percentile of engagement scores are least likely to renew their membership.
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Case Study #2
Key Findings
• Engagement level of members has
remained steady despite increase in
membership
• Volunteerism is key retention factor
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Case Study #2
Key Actions
• Outreach to members by GEO Senior Team and Staff
• Involving members in production of GEO Publication and Newsletters
• Securing commitment from members to serve GEO in volunteer capacity
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Keep in mind
Seek success, not perfection
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Want to learn more?
Sign up for my newsletter
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©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Contact Me
Wes Trochlil
President
Effective Database Management
www.effectivedatabase.com
540.338.9404
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Are you looking
for a new AMS?
©2015 – Effective Database Management.Phone: 540-338-9404 • Email: [email protected]
Contact WebLink
WebLink International, Inc.
www.weblinkinternational.com
877-231-4970