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Data Visualization for Enrollment 
Management
Admissions Funnel Views
William O’Shea
Pacific University
20121109
Pacific Northwest Association for Institutional Research and 
Planning 2012 Conference 
Pacific University
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 2
Project Goals
• Monitor admissions funnel
• Early description of incoming class
• High level assessment 
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 3
Technical Methods
• SAS 
– Extract and clean transaction admissions data from SIS 
(Datatel Colleague)
– Add demographic, financial, and academic information
– Reduce transactions to key admissions funnel status points
• Tableau
– Date alignment calculations
– Data visualizations
– Interactive elements to enable analysis and exploration
– Publish to web server
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 4
Analytic Methods in Data Visualization
• Analytical Interaction
– Highlighting
– Filtering
– Zooming
• Analytical Techniques
– Reference lines
– Details on demand
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 5
Few, Stephan (2009) Now you See It: Simple Visualization Techniques for Quantitative Analysis
Highlighting
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 6
Filtering
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 7
Zooming
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 8
Reference Lines
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 9
Details On Demand
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 10
Graphs present simulated data for demonstration purposes.
Demonstration
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 11
Results
• Well received and used
• Drew requests from other deans
• Complemented existing operational reports
• Informed conversation regarding changes in 
freshmen profile
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 12
Conclusion & Discussion
• Work in progress
• Growing enrollment management tool set
• Value to a visual approach
• Value to an interactive visual approach
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 13
Now you’ve gone too far.
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 14
Funnel Curves
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 15
Graphs present simulated data for demonstration purposes.
Funnel Curves
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 16
Graphs present simulated data for demonstration purposes.
Funnel Curves
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 17
Graphs present simulated data for demonstration purposes.
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 18
Graphs present simulated data for demonstration purposes.
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 19
Graphs present simulated data for demonstration purposes.
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 20
Graphs present simulated data for demonstration purposes.
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 21
Graphs present simulated data for demonstration purposes.
11/9/2012 PNAIRP 2012: Data Visualization for Enrollment Manangement 22
Graphs present simulated data for demonstration purposes.

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