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Analytics and Student Success:
Research & Benchmarking
D. Christopher Brooks
Senior Research Fellow
EDUCAUSE
@dcbphd
Jeffrey Pomerantz
Senior Research Analyst
EDUCAUSE
@jpom
¡®A slow sort of country!¡¯
said the Queen. ¡®Now,
HERE, you see, it takes
all the running YOU can
do, to keep in the same
place. If you want to get
somewhere else, you
must run at least twice as
fast as that!¡¯
--Lewis Carroll,
Through the Looking-Glass
¡°Would you tell me, please, which way I
ought to go from here?¡±
¡°That depends a good deal on where you
want to get to,¡± said the Cat.
¡°I don¡¯t much care where¡ª¡± said Alice.
¡°Then it doesn¡¯t matter which way you go,¡±
said the Cat.
¡°¡ªso long as I get somewhere,¡± Alice added
as an explanation.
¡°Oh, you¡¯re sure to do that,¡± said the Cat, ¡°if
you only walk long enough.¡±
Establishing benchmarks
Examples of benchmarks
Examples of benchmarks
Arizona State University
? Enhance university
graduation rate to 75-80%
? 2014 enrollment = 83,301
? 75-80% = 62.5 ¨C 66.5 K
students between 2015-18
City University of New York
? 50% of entering students earn
AA within 3 years
? 2012 cohort = 1,562
? 50% = 781 students by 2015
Metrics
Higher education digital capabilities
Conceptual map
Motivations for investing in learning analytics
Uses of learning analytics data
Maturity Indices measure the capability to deliver IT services
and applications in a given area.
Deployment Indices measure stages of deployment for
specific technologies and services, which are aggregated to
track progress by area.
Maturity Indices
Student success maturity index: overall
Maturity index composite scores by scale
Student success maturity index: Process and
policy
Student success maturity index: Student
success
Detail of maturity index measures
Deployment Indices
Student success deployment
Student success deployment
Detail of deployment index measures
Benchmarking using Core Data Service
EDUCAUSE
SERVICES
Tools for Better Decision Making
Technology Research in the
Academic Community
Track student and faculty technology
needs and experiences
Core Data Service
Compare peer and aspirant data
for IT financials, staffing, and services
Benchmarking Service
Measure technical and cultural capability
for digital initiatives like student success
BENCHMARKING
ENHANCE DECISION MAKING | educause.edu/research
Campus leaders use EDUCAUSE assessment and benchmarking services to plan for and manage IT service
delivery, financials, security and risk, technology-supported learning, and digital initiatives.
Learning Space Rating System
Measure how classroom design supports
and enables active learning
Information Security Program
Assessment Tool
Evaluate the maturity of your
information security program
IT Risk Register
Identify common risks to support your
strategic IT risk-management program
ASSESSMENT
The EDUCAUSE Benchmarking Service
MI Composite Score
MI & DI Overview
Maturity Dimension Scores
Maturity Item Detail
Maturity Item Detail
Deployment Item Detail
¡°Would you tell me, please, which way I
ought to go from here?¡±
¡°That depends a good deal on where you
want to get to,¡± said the Cat.
¡°I don¡¯t much care where¡ª¡± said Alice.
¡°Then it doesn¡¯t matter which way you go,¡±
said the Cat.
¡°¡ªso long as I get somewhere,¡± Alice added
as an explanation.
¡°Oh, you¡¯re sure to do that,¡± said the Cat, ¡°if
you only walk long enough.¡±
Help Us Improve and Grow
Thank you for participating
in today¡¯s session.
We¡¯re very interested in your feedback. Please take
a minute to fill out the session evaluation found within
the conference mobile app, or the online agenda.
Thank you!
Jeffrey Pomerantz
Senior Research Analyst
EDUCAUSE
@jpom
D. Christopher Brooks
Senior Research Fellow
EDUCAUSE
@dcbphd

More Related Content

EDUCAUSE 2016 Analytics and Student Success: Research & Benchmarking

  • 1. Analytics and Student Success: Research & Benchmarking D. Christopher Brooks Senior Research Fellow EDUCAUSE @dcbphd Jeffrey Pomerantz Senior Research Analyst EDUCAUSE @jpom
  • 2. ¡®A slow sort of country!¡¯ said the Queen. ¡®Now, HERE, you see, it takes all the running YOU can do, to keep in the same place. If you want to get somewhere else, you must run at least twice as fast as that!¡¯ --Lewis Carroll, Through the Looking-Glass
  • 3. ¡°Would you tell me, please, which way I ought to go from here?¡± ¡°That depends a good deal on where you want to get to,¡± said the Cat. ¡°I don¡¯t much care where¡ª¡± said Alice. ¡°Then it doesn¡¯t matter which way you go,¡± said the Cat. ¡°¡ªso long as I get somewhere,¡± Alice added as an explanation. ¡°Oh, you¡¯re sure to do that,¡± said the Cat, ¡°if you only walk long enough.¡±
  • 6. Examples of benchmarks Arizona State University ? Enhance university graduation rate to 75-80% ? 2014 enrollment = 83,301 ? 75-80% = 62.5 ¨C 66.5 K students between 2015-18 City University of New York ? 50% of entering students earn AA within 3 years ? 2012 cohort = 1,562 ? 50% = 781 students by 2015
  • 8. Higher education digital capabilities Conceptual map
  • 9. Motivations for investing in learning analytics
  • 10. Uses of learning analytics data
  • 11. Maturity Indices measure the capability to deliver IT services and applications in a given area. Deployment Indices measure stages of deployment for specific technologies and services, which are aggregated to track progress by area.
  • 13. Student success maturity index: overall
  • 14. Maturity index composite scores by scale
  • 15. Student success maturity index: Process and policy
  • 16. Student success maturity index: Student success
  • 17. Detail of maturity index measures
  • 21. Detail of deployment index measures
  • 22. Benchmarking using Core Data Service
  • 23. EDUCAUSE SERVICES Tools for Better Decision Making Technology Research in the Academic Community Track student and faculty technology needs and experiences Core Data Service Compare peer and aspirant data for IT financials, staffing, and services Benchmarking Service Measure technical and cultural capability for digital initiatives like student success BENCHMARKING ENHANCE DECISION MAKING | educause.edu/research Campus leaders use EDUCAUSE assessment and benchmarking services to plan for and manage IT service delivery, financials, security and risk, technology-supported learning, and digital initiatives. Learning Space Rating System Measure how classroom design supports and enables active learning Information Security Program Assessment Tool Evaluate the maturity of your information security program IT Risk Register Identify common risks to support your strategic IT risk-management program ASSESSMENT
  • 26. MI & DI Overview
  • 31. ¡°Would you tell me, please, which way I ought to go from here?¡± ¡°That depends a good deal on where you want to get to,¡± said the Cat. ¡°I don¡¯t much care where¡ª¡± said Alice. ¡°Then it doesn¡¯t matter which way you go,¡± said the Cat. ¡°¡ªso long as I get somewhere,¡± Alice added as an explanation. ¡°Oh, you¡¯re sure to do that,¡± said the Cat, ¡°if you only walk long enough.¡±
  • 32. Help Us Improve and Grow Thank you for participating in today¡¯s session. We¡¯re very interested in your feedback. Please take a minute to fill out the session evaluation found within the conference mobile app, or the online agenda.
  • 33. Thank you! Jeffrey Pomerantz Senior Research Analyst EDUCAUSE @jpom D. Christopher Brooks Senior Research Fellow EDUCAUSE @dcbphd