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Data Driven Decision Making.... Walking the Walk
Chuck Havlicek ACEware Systems, Inc.
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Let’s Bust the Myths….
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It’s just Plain Hard Work
Let’s Bust the Myths…. It’s not Complicated….. …. Or Requires a genius It’s just Plain Hard Work
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DDD for Dummies 1-2-3 1) Identify the Data to capture
2) A System in place to hold the data 3) Tools to extract information… from the data
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Data drives decisions.. Your MISSION drives your Data
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Target Acquisition The target you choose. . .
Will depend on your mission..
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What is more important? Focusing on hitting the Bullseye? V.S.
Focusing on right target?
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Getting the right answer. . but to the wrong Question
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Data Driven Decision Making
Who are your Stakeholders? Internally? Supervisor -- Administration Externally? -- Funding Agencies Community? -- The people you serve
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Data Driven Decision Making
What do my Stakeholders measure ME on?
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Taking your measure Finance: Show me the $$ (Jerry McGuire..)
Student Participation (Noses, Body Count, Hours/Credits) Student Profiles (Reaching Specific “Target Groups”) Qualitative Results (what’s the quality of your product) Quantitative Results (What has changed as a result)
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Data Driven Decision Making
Data “Eaters” Whose “mouths” do you have to feed?? Administration Day to Day Operations Program Development Marketing State/Statutory Reporting
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What you need depends on....
Your environment and your situation. Professional Education Workforce Training Community Education Executive Education Technical and Career Training
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Some Consistent Data Themes
People Programs People in Programs
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Some Consistent Data Themes
People (Customers) Programs ( Products ) People in Programs (Sales/Registrations)
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People: Know thy Customer
To see John Jones and what John Jones Buys… You must see John Jones through John Jone’s Eyes.
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People: Know thy Customer
Participant Demographics ...Who was that.....
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Know thy Customer Contact Info Demographics Interests History Comments Dates Amounts
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How Much DATA do you need?
V.S.
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Stuff that matters… Who – The Enrollee/Customer/Prospect Job Title
What do you Need to track? Job Title Company Info Firm Size? Industry Type? Age? Gender? Years of Experience? The “Dance” Balancing Data you’d LIKE to Get v.s. Being overly intrusive
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Know What's “on the Shelf”
When Subject Area Finances Enrollment Location Dates
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Know about the “Transaction” ( the Registration )
Tracking Code – Where did it come from? Fee Level When did it arrive?
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What is our “Prime Directive”
Ask what you need…. And Use what you ask !!!!
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Where/How do you store it?
What would Hawkeye Do? Machine Gun Incubator
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Measure, Analyze and Evaluate
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Analyzing....Enrollments
Tracking Reg/Inquiry Sources (How'd they get here..) What did they sign up for? Where did they come from? How much did they spend? Did they ever come back?
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Report Areas....Program Evaluation
Student Feedback (Qualitative) Profitability (ROI) Staff Comments (place to track.. Lessons Learned)
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Report Areas.... Program Development
Questions for CE Programs Who are our best students Which are our best courses What are the best times to hold classes
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Report Areas.... Program Development
What can the data tell you? The Dog Whisperer..... Everyone needs a Data Whisperer!!
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Predicting what might interest students
Analyze Interest Profiles of your Database
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Report Areas.... Chuck's Favorites
Statistics: Tracking Code Reports Statistics: Demographic Profiles Statistics: Top Courses Statistics: Month x Month life cycle
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Prescription for Good Reports
Good Data The Tools/Structure to Report it The Will to Getterdone
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Data Mining… Explore your data
Channel your Indiana Jones!
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Too Much Data, Too Many Choices
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Target-Rich Environment
Pick One Area - Who are the people that care? What do they care about Where would I go to get the data Is it already there? Do I need a Capture Point? (Where would that be?) What #’s (Data) do they need to see …to be convinced How do I transform Data.. Into Actionable Information
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Navigating “The Walk” Some Pitfalls to avoid
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Navigating “The Walk” Be Prepared to work hard
(DDD is neither “Easy” or does it save time) Guard against your biases (Ignore your “Gut”, forget Experience, Read the Data!) Focus FIRST on the Question (Particularly things you DON’T have the answer for) In Data: Cleanliness is next to Godliness (Data Quality if Everything) Analyze and Understand: THIS is the HARD part! (and it does cost… money and resources)
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Chuck's Take-a-ways 1-Know your Mission:
2-Let your coding follow your mission 3-Be willing to eat the elephant.. One bite(byte?) as a time 4-Capture your data using the best tools at your disposal 5-Be willing to invest in the process 6-Find your “Data Whisperer” Graduate Students? Class Projects?
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Use it or Lose it! Your Data
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The ACEware/ProTrain Connection….
Automatically import ProTrain Enrollments into Your Student Manager Database..
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The ACEware/ProTrain Connection….
We have a Webinar on that:
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Questions? ACEware Systems, Inc. ProTrain, LLC 785-537-2937
ProTrain, LLC
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