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Finding Meaning
in the Numbers
Data do not, of themselves, change the
world. They make change possible – by
identifying needs, supporting advocacy,
and gauging progress.
- UNICEF, data.unicef.org
Benefits of measuring your data
Improve your
work
Make data-informed
decisions
Multiply Impact
Understand your
community’s
demographics, identify
high need areas
Accountability
Demonstrate your impact
to members, donors,
customers, board and
prospects
Better
forecasts
Predict and analyze
impacts of
programming and
fundraising
Know what’s
effective
Understand what is
working and what
isn’t working
impact
1. Denial
Support: High
Ideas: Share success
stories, offer
training and provide
overview of data in
your org
2. Fear
Support: High
Ideas: Help interpret
findings, provide
encouragement
3. Confusion
Support: High
Ideas: Be available to
answer questions,
create reports
together
4. Delight
Support: Moderate
Ideas: Empower,
encourage and share
results
5. Data-informed
Support: Low
Ideas: Encourage, share
results and celebrate
My program is
an art, not a
science … it
can’t be
measured!
What if my
strategy/
program
doesn’t show
success?
I know I should
be measuring
our program,
but I’m not sure
how?
Hey, check out
these cool
metrics!
What does
the data
say?
5 Stages of Data/Measurement Acceptance
Business Intelligence vs
Big Data
Answering and Questioning
Business Intelligence (BI)
Sergei Akulich
Unsplash.com
Business Intelligence (BI)
Sergei Akulich
Unsplash.com
• Answers to the questions you’re already asking
Business Intelligence (BI)
Sergei Akulich
Unsplash.com
• Answers to the questions you’re already asking
• Who are the people we serve?
• Which months are the most active?
• Which programs bring in the most revenue?
Business Intelligence (BI)
Sergei Akulich
Unsplash.com
• Answers to the questions you’re already asking
• Who are the people we serve?
• Which months are the most active?
• Which programs bring in the most revenue?
• Descriptive
• Describes what is or what was
Business Intelligence (BI)
• Answers to the questions you’re already asking
• Who are the people we serve?
• Which months are the most active?
• Which programs bring in the most revenue?
• Descriptive
• Describes what is or what was
• Fishing in the lake
Sergei Akulich
Unsplash.com
Business Intelligence (BI)
Sample questions
• What are the demographics of the people we serve?
• How much income do specific initiatives generate?
• How many clients does each referral source generate?
• How do fundraising numbers this week compare to last week,
month, year?
• How do our email click through rates correlate to website
engagement?
Big Data
Big Data
• Fishing in the ocean
• Velocity, volume, variety of
formats[, veracity]
Big Data
• Fishing in the ocean
• Velocity, volume, variety of
formats[, veracity]
• Trends, spikes, lows,
patterns
Big Data
• Fishing in the ocean
• Velocity, volume, variety of
formats[, veracity]
• Trends, spikes, lows,
patterns
• What are the questions we
should be asking?
Big Data
• Fishing in the ocean
• Velocity, volume, variety of
formats[, veracity]
• Trends, spikes, lows,
patterns
• What are the questions we
should be asking?
“Big Data, ideally, allows us
to do predictive marketing,
which is the holy grail of data
analysis.”
http://getmespark.com/wp-
content/uploads/EvidenceBasedDecisionMaking.pdf
Integrated Data Strategy
Learning from our peers
Examples of nonprofits doing data right
You can’t manage
what you can’t
measure.
- Furniture Bank
techsoupcanada.ca/community/blog/how-furniture-bank-used-
innovative-technology-to-increase-social-impact
New regulation would impact major source of
revenue: journal subscriptions
Needed to re-evaluate traditional business plan
https://www.asaecenter.org/resources/articles/an_plus/2016/february/member-surveys-and-beyond
How can we:
• Expand revenue
streams?
• Engage nonmembers?
• Build a more inclusive
brand?
• Strengthen the plant
science community?
“We knew our opportunity
was in the size of the
community surrounding us.
We have a world of people
interacting with us but we
weren’t calling them
members.”
Susan Cato, director of digital strategy and
member services
https://www.asaecenter.org/resources/articles/an_plus/2016/february/member-surveys-and-beyond
• 19 separate data sources,
10 years worth of data
• Scrub!
• Identified 40,000
individuals with 2+
interactions
Redefine customer base
• What are their needs?
• How can we evolve
membership model?
• What tools and products
would they find useful?
https://www.asaecenter.org/resources/articles/an_plus/2016/february/member-surveys-and-beyond
Where should we focus our outreach efforts? By looking at our registration data, we see
that Word of Mouth and Google for Nonprofits are our highest referral sources.
However, if we look at our gross admin fees by referral source, we see that Word of
Mouth and IT Consultants/Resellers referrals give us the highest return on investment.
But … how does this connect to our mission?
Your Data Journey
Brainstorming /
Practice Session
Define your
question
Choose
metrics
Collect
data
Review & share
data
Use data
Tweak, learn,
improve &
repeat
The Data Journey
1. Define your question
What area would you like to explore?
What is your action question?
Recruiting members Efficiency of a process
A specific programAnnual campaign
Email list building
Social media outreach
Which segment is more engaged, express or implied consent?
1. Define your question
Pro-tip: Appoint data champions around strategic goals
2. Choose Metrics
What metrics should you measure? A few guiding questions:
What data
could you be
tracking? What decisions do you
want to be able to make
based on the data?
What does
success
look like?
What data
are you
already
tracking?
2. Choose Metrics
Pro-tip: Plan for different data scenarios
3. Assess & Collect Data
What data are you currently collecting? If you need to data that you
don’t have, how are you going to collect it?
One-off
• Surveys
• User testing
Ongoing
• Registration/
Donation forms
• Website visits
or Offline
• Event surveys
• Focus groups
Online
• Web forms
• Email interactions
or
3. Assess & Collect Data
Pro-tip: Collect it clean
4. Review and Share Data
Pull data Analyze Record data &
insights
Share
Website?
Email?
Database?
5. Use Data
MomsRising holds a weekly staff meeting called “Metrics Monday.”
Each program and campaign staff person reviews their reports in preparation for a group
conversation about what actions to reinforce, how refine messages, and other improvements.
Learn more: www.bethkanter.org/momsrising-key-results
“Our dashboards have multiple views –
a high level view and the ability to drill
down into specific campaigns.
This informs our discussion.”
Nuts and Bolts:
Dashboard Tools
4 approaches to Dashboards
Static
spreadsheet
• Excel
• Google sheets
Built-in
dashboard
• Comes with your
database: CRM, CMS,
Email platform
Reporting/B.I./
dashboard tool
• Microsoft Power BI
• SAP
• Tableau
Custom
dashboards
• Need a programmer!
Pros
• Familiar tools
• No IT expertise needed
• Flexible, easy to customize
• Helps you experiment
Cons
• Less powerful than other tools
• Usually involves manual effort
• No real-time feedback
Spreadsheet Dashboards
Example: Excel
chandoo.org/wp/excel-dashboards
Example: Google Sheets
zapier.com/learn/google-sheets/google-sheets-dashboard-tutorial
Built-in Dashboards
Pros
• Pulls directly from existing data
automatically
• Often update in real time
• No new systems required
Cons
• Requires a robust dashboard
feature in your existing system
• System may not include all
relevant data
Example: SalesForce
salesforce.org/nonprofit (10 free licenses)
Example: MailChimp
kb.mailchimp.com/accounts/billing/about-mailchimp-discounts (15% off)
Example: Google Analytics
analytics.google.com (free)
Pros
• Integrate multiple data sources
• Not reliant on built-in
dashboard functionality
• More features available
(e.g. compared to a
spreadsheet)
Cons
• A new system to acquire and
learn
• May require IT assistance, or at
least tech savvy staff
Reporting /B.I./Dashboard Tools
Example: Zoho Reports
zoho.com/reports (free & paid plans)
Example: Qlik
qlik.com (free & paid plans)
Example: Tableau
tableau.com (eligible orgs can also get it at techsoupcanada.ca/directory/423)
Pros
• Exactly customized for you,
maximum flexibility
• Integrate multiple data sources
Cons
• Custom development (IT)
required
• Need capacity to maintain it
Custom Dashboards
Example: One Acre Fund
oneacrefund.org/results/impact
Example: Indianapolis Museum of Art
dashboard.imamuseum.org
You have access to free nonprofit tech resources
facebook.com/techsoupcanada
techsoupcanada.ca/learning_centre
techsoupcanada.ca/webinar
@techsoupcanada
techsoupcanada.ca/blog
techsoupcanada.ca/newslettersubscribe
Questions? Benjamin@techsoupcanada.ca

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Finding Meaning in the Numbers: Making Data-Informed Decisions Across Your Organization

  • 2. Data do not, of themselves, change the world. They make change possible – by identifying needs, supporting advocacy, and gauging progress. - UNICEF, data.unicef.org
  • 3. Benefits of measuring your data Improve your work Make data-informed decisions Multiply Impact Understand your community’s demographics, identify high need areas Accountability Demonstrate your impact to members, donors, customers, board and prospects Better forecasts Predict and analyze impacts of programming and fundraising Know what’s effective Understand what is working and what isn’t working impact
  • 4. 1. Denial Support: High Ideas: Share success stories, offer training and provide overview of data in your org 2. Fear Support: High Ideas: Help interpret findings, provide encouragement 3. Confusion Support: High Ideas: Be available to answer questions, create reports together 4. Delight Support: Moderate Ideas: Empower, encourage and share results 5. Data-informed Support: Low Ideas: Encourage, share results and celebrate My program is an art, not a science … it can’t be measured! What if my strategy/ program doesn’t show success? I know I should be measuring our program, but I’m not sure how? Hey, check out these cool metrics! What does the data say? 5 Stages of Data/Measurement Acceptance
  • 5. Business Intelligence vs Big Data Answering and Questioning
  • 6. Business Intelligence (BI) Sergei Akulich Unsplash.com
  • 7. Business Intelligence (BI) Sergei Akulich Unsplash.com • Answers to the questions you’re already asking
  • 8. Business Intelligence (BI) Sergei Akulich Unsplash.com • Answers to the questions you’re already asking • Who are the people we serve? • Which months are the most active? • Which programs bring in the most revenue?
  • 9. Business Intelligence (BI) Sergei Akulich Unsplash.com • Answers to the questions you’re already asking • Who are the people we serve? • Which months are the most active? • Which programs bring in the most revenue? • Descriptive • Describes what is or what was
  • 10. Business Intelligence (BI) • Answers to the questions you’re already asking • Who are the people we serve? • Which months are the most active? • Which programs bring in the most revenue? • Descriptive • Describes what is or what was • Fishing in the lake Sergei Akulich Unsplash.com
  • 11. Business Intelligence (BI) Sample questions • What are the demographics of the people we serve? • How much income do specific initiatives generate? • How many clients does each referral source generate? • How do fundraising numbers this week compare to last week, month, year? • How do our email click through rates correlate to website engagement?
  • 13. Big Data • Fishing in the ocean • Velocity, volume, variety of formats[, veracity]
  • 14. Big Data • Fishing in the ocean • Velocity, volume, variety of formats[, veracity] • Trends, spikes, lows, patterns
  • 15. Big Data • Fishing in the ocean • Velocity, volume, variety of formats[, veracity] • Trends, spikes, lows, patterns • What are the questions we should be asking?
  • 16. Big Data • Fishing in the ocean • Velocity, volume, variety of formats[, veracity] • Trends, spikes, lows, patterns • What are the questions we should be asking? “Big Data, ideally, allows us to do predictive marketing, which is the holy grail of data analysis.” http://getmespark.com/wp- content/uploads/EvidenceBasedDecisionMaking.pdf
  • 18. Learning from our peers Examples of nonprofits doing data right
  • 19. You can’t manage what you can’t measure. - Furniture Bank techsoupcanada.ca/community/blog/how-furniture-bank-used- innovative-technology-to-increase-social-impact
  • 20. New regulation would impact major source of revenue: journal subscriptions Needed to re-evaluate traditional business plan https://www.asaecenter.org/resources/articles/an_plus/2016/february/member-surveys-and-beyond
  • 21. How can we: • Expand revenue streams? • Engage nonmembers? • Build a more inclusive brand? • Strengthen the plant science community? “We knew our opportunity was in the size of the community surrounding us. We have a world of people interacting with us but we weren’t calling them members.” Susan Cato, director of digital strategy and member services https://www.asaecenter.org/resources/articles/an_plus/2016/february/member-surveys-and-beyond
  • 22. • 19 separate data sources, 10 years worth of data • Scrub! • Identified 40,000 individuals with 2+ interactions Redefine customer base • What are their needs? • How can we evolve membership model? • What tools and products would they find useful? https://www.asaecenter.org/resources/articles/an_plus/2016/february/member-surveys-and-beyond
  • 23. Where should we focus our outreach efforts? By looking at our registration data, we see that Word of Mouth and Google for Nonprofits are our highest referral sources.
  • 24. However, if we look at our gross admin fees by referral source, we see that Word of Mouth and IT Consultants/Resellers referrals give us the highest return on investment. But … how does this connect to our mission?
  • 25. Your Data Journey Brainstorming / Practice Session
  • 26. Define your question Choose metrics Collect data Review & share data Use data Tweak, learn, improve & repeat The Data Journey
  • 27. 1. Define your question What area would you like to explore? What is your action question? Recruiting members Efficiency of a process A specific programAnnual campaign Email list building Social media outreach Which segment is more engaged, express or implied consent?
  • 28. 1. Define your question Pro-tip: Appoint data champions around strategic goals
  • 29. 2. Choose Metrics What metrics should you measure? A few guiding questions: What data could you be tracking? What decisions do you want to be able to make based on the data? What does success look like? What data are you already tracking?
  • 30. 2. Choose Metrics Pro-tip: Plan for different data scenarios
  • 31. 3. Assess & Collect Data What data are you currently collecting? If you need to data that you don’t have, how are you going to collect it? One-off • Surveys • User testing Ongoing • Registration/ Donation forms • Website visits or Offline • Event surveys • Focus groups Online • Web forms • Email interactions or
  • 32. 3. Assess & Collect Data Pro-tip: Collect it clean
  • 33. 4. Review and Share Data Pull data Analyze Record data & insights Share Website? Email? Database?
  • 34. 5. Use Data MomsRising holds a weekly staff meeting called “Metrics Monday.” Each program and campaign staff person reviews their reports in preparation for a group conversation about what actions to reinforce, how refine messages, and other improvements. Learn more: www.bethkanter.org/momsrising-key-results “Our dashboards have multiple views – a high level view and the ability to drill down into specific campaigns. This informs our discussion.”
  • 36. 4 approaches to Dashboards Static spreadsheet • Excel • Google sheets Built-in dashboard • Comes with your database: CRM, CMS, Email platform Reporting/B.I./ dashboard tool • Microsoft Power BI • SAP • Tableau Custom dashboards • Need a programmer!
  • 37. Pros • Familiar tools • No IT expertise needed • Flexible, easy to customize • Helps you experiment Cons • Less powerful than other tools • Usually involves manual effort • No real-time feedback Spreadsheet Dashboards
  • 40. Built-in Dashboards Pros • Pulls directly from existing data automatically • Often update in real time • No new systems required Cons • Requires a robust dashboard feature in your existing system • System may not include all relevant data
  • 44. Pros • Integrate multiple data sources • Not reliant on built-in dashboard functionality • More features available (e.g. compared to a spreadsheet) Cons • A new system to acquire and learn • May require IT assistance, or at least tech savvy staff Reporting /B.I./Dashboard Tools
  • 47. Example: Tableau tableau.com (eligible orgs can also get it at techsoupcanada.ca/directory/423)
  • 48. Pros • Exactly customized for you, maximum flexibility • Integrate multiple data sources Cons • Custom development (IT) required • Need capacity to maintain it Custom Dashboards
  • 49. Example: One Acre Fund oneacrefund.org/results/impact
  • 50. Example: Indianapolis Museum of Art dashboard.imamuseum.org
  • 51. You have access to free nonprofit tech resources facebook.com/techsoupcanada techsoupcanada.ca/learning_centre techsoupcanada.ca/webinar @techsoupcanada techsoupcanada.ca/blog techsoupcanada.ca/newslettersubscribe

Notas do Editor

  1. .