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Culture and Process
Governance, Infrastructure and Policy
- Building Organizational Capacity for Analytics
- Policy Implications of Big Data Analytics
- Policy Dimensions of Analytics in Higher Education
- Understanding and Managing the Risks of Analytics in Higher Education: A Guide
- Making the Case for Analytics
- Findings of the Expert Panel on Analytics
- Game Changers
- Understanding and Managing the Risks of Analytics
Governance and Infrastructure
Data, Reporting and Tools
Culture and Process
Culture and Process
Culture and Process
Governance and Infrastructure
Data, Reporting and Tools
- Enabling the Data-Driven University
- Efficiencies, Learning Outcomes Bolstered by Analytics, Data-Informed Decision Making
- Analytics in Support of Student Retention and Success
- Two Case Studies of Learner Analytics in the University System of Maryland
- Building a Purpose Network to Increase Student Engagement and Retention
Governance and Infrastructure
Data, Reporting and Tools
Culture and Process
Governance and Infrastructure
Culture and Process
Governance and Infrastructure
Data, Reporting and Tools
Culture and Process
- Analytics in Progress: Technology Use, Student Characteristics, and Student Achievement
- Sprint, Day 2 Brief: Analytics for teaching, Learning and Student Success
- Analytics That Inform the University
- Effective Faculty Development through Strategies for Engagement and Satisfaction
- Using Analytics for Institutional Transformation
Governance and Infrastructure
Data, Reporting and Tools
- Penetrating the Fog: Analytics in Learning and Education
- Coaching Reports Support Customized Study Plans
- Signals: Using Academic Analytics to Promote Student Success
- Beyond Retention: Using Targeted Analytics to Improve Student Success
- Bootstrapping your Analytics
- Discovering the Impact of Library Use and Student Performance
- Using Analytics for Institutional Transformation
Analytics is used in a higher education environment to analyze various collected data points to gain insight and make informed decisions about complex issues. Specific areas include academic analytics, business intelligence, and learning analytics. EDUCAUSE offers a wide range of resources on this expansive topic in various formats. Recent EDUCAUSE Resources on Analytics include;
- 2012 ECAR Study of Analytics in Higher Education, August 2012. This report takes an in-depth look at the current state of analytics in higher education, outlines the challenges and barriers to using analytics, and assesses progress in analytics, providing recommendations for development.
- The entire issue of EDUCAUSE Review Online, July/August 2012 is devoted to the topic of analytics in higher education. Subjects explored include how the use of analytics can help address higher education accountability, affordability, productivity, and student success.
- EDUCAUSE Analytics Sprint, July 24-26, 2012. This was a free, online experience consisting of online activities and resources, webinars, and discussions on analytics.
- Research and Data Services for Higher Education Information Technology: Past, Present, and Future, EDUCAUSE Review, November/December 2011. The author discusses how higher education IT data needs to go beyond descriptive analysis to new ways of using data and research to align IT strategy with institutional strategy, plan new services and initiatives, manage existing services, and operate the IT organization on a daily basis.
- Analytics Today: Getting Smarter About Emerging Technology, Diverse Students, and the Completion Challenge, EDUCAUSE Annual Conference, October 19, 2011. This video provides an overview of the increased use of blended learning, mobile learning, gaming, personal learning networks, augmented reality in higher education. And asks pointedly that If we want these technology "power tools" to have a real and lasting impact on the challenges of college completion, then anchoring these efforts in on-target analytics that serve not only policy but also core practice will be essential.
- The issue of EDUCAUSE Review Magazine, September/October 2011 spotlights the topic of analytics in higher education. Featured articles include;
- Assessment and Analytics in Institutional Transformation, This article discusses how assessment and analytics, supported by information technology, can change institutional culture and drive the transformation in student retention, graduation, and success.
- Penetrating the Fog: Analytics in Learning and Education, The authors explain how learning analytics can penetrate the fog of uncertainty around how to allocate resources, develop competitive advantages, and improve the quality and value of the learning experience.
- Seeking Evidence of Impact: Opportunities and Needs, The ELI SEI program is working with the teaching and learning community to gather evidence of the impact of instructional innovations and current practices and to help evaluate the results.
- Analytics Rising: IT's Role in Informing Higher Education Decisions, ECAR Research Bulletin, May 2011. This ECAR research bulletin describes how CIOs and other IT leaders, through a focus on analytics, can work together with other institutional groups to provide clear and meaningful information for decision makers across all institutional levels.
Library Items on this Topic
EDUCAUSE Library Items for Analytics
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Looking for the Pedagogy in Blended Course Design
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March 18, 2013
Malcolm Brown, EDUCAUSE Learning Initiative director, and Veronica Diaz, EDUCAUSE Learning Initiative associate director, will moderate this online seminar with Patricia McGee, associate professo…
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Next-Generation MOOCs with Open-Source PaaS
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April 3, 2013
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A session at the ELI Online Spring Focus Session: Learning and the MOOC
MOOCs are popular, plentiful, and low cost, thanks to cloud computing. A current challenge with computer science –based MOOCs, however, is that computer science students need increased capabili…
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MOOC Provider Panel: Coursera, Academic Partnerships, Instructure, edX
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April 4, 2013
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A session at the ELI Online Spring Focus Session: Learning and the MOOC
In the span of 24 months, the MOOC has had a major impact on higher education. It has enabled providers of all sorts to innovate and seek solutions to some significant challenges in higher educat…
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International Perspective: The MOOC and Campus-Based Learning
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April 4, 2013
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A session at the ELI Online Spring Focus Session: Learning and the MOOC
MOOCs are primarily associated with the "M" in their acronym-"massive." For many of us, however, the MOOC is an opportunity to enhance the campus-based learning environment. The…
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Digging into MOOC Mania: One Investor's Key Research Questions and Approach
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April 4, 2013
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A session at the ELI Online Spring Focus Session: Learning and the MOOC
MOOCs have captured the attention of millions of learners, higher education stakeholders, and the public media. Is it all simply hype or might there be something to be learned or gained from the MO…
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Assessing the Efficacy of Third-Party MOOCs in Hybrid Instruction
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April 4, 2013
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A session at the ELI Online Spring Focus Session: Learning and the MOOC
The California state legislation's recent move to mandate that public universities award credit for new forms of online instruction such as MOOCs raises questions about how to measure what stu…
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Focus Session Closing: The MOOC as a Vehicle for Learning: Observations and Conclusions
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April 4, 2013
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A session at the ELI Online Spring Focus Session: Learning and the MOOC
April 4, 2013 ELI134_284817 …
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Multiple Lessons Learned from Implementing MOOC Environments at San Jose State University
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April 4, 2013
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A session at the ELI Online Spring Focus Session: Learning and the MOOC
Provost Ellen Junn will briefly describe how SJSU partnered with two MOOC providers (edX and Udacity) to offer four courses for college credit. She'll summarize a number of significant implica…
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Backgrounds and Behaviors of MOOC Participants and Implications for Faculty
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April 4, 2013
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A session at the ELI Online Spring Focus Session: Learning and the MOOC
In spring 2012, the first MIT/edX MOOC, "Circuits and Electronics" (6.002x), was open to students around the world. A team of researchers from MIT and Harvard has been analyzing data gene…
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Using an Open-Source Platform to Meet Online Learning Goals: An Introduction to Class2Go
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April 3, 2013
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A session at the ELI Online Spring Focus Session: Learning and the MOOC
As universities dive deeper into online learning and MOOCs, what role can a platform play in meeting online learning goals? At Stanford, we discovered that developing and using the Class2Go open-…
