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- Analytics [x]
- Information Technology Management and Leadership (124)
- Institutional Management (124)
- Teaching and Learning (63)
- Information Systems and Services (58)
- Learning Analytics (57)
- Student Success (52)
- Data Administration and Management (43)
- Academic Analytics (37)
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Step 1: Choose the primary topic of interest
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Analytics Readiness
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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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"No More Excuses": Michael M. Crow on Analytics
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July 18, 2012
Michael M. Crow became the 16th president of Arizona State University in July 2002, with the goal of transforming ASU into what he calls a "New American University"—an institution com…
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2011 Horizon Report
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February 8, 2011
Each year, the Horizon Report describes six areas of emerging technology that will have significant impact on higher education and creative expression over the next one to five years. The areas o…
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2012 ECAR Study of Analytics in Higher Education
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June 15, 2012
Key Findings Analytics is widely viewed as important, but data use at most institutions is still limited to reporting. Analytics programs are most successful when various constituents…
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2012 Horizon Report
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February 3, 2012
Co-produced by ELI and NMC each year, the Horizon Report describes six areas of emerging technology that will have significant impact on higher education and creative expression over the next one…
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2013 Horizon Report
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February 4, 2013
Produced by ELI and NMC each year, the Horizon Report describes six areas of emerging technology that will have significant impact on higher education and creative expression over the next one to…
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7 Things You Should Know About Analytics
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April 7, 2010
Analytics tools provide statistical evaluation of rich data sources to discern patterns that can help individuals at companies, educational institutions, or governments make more informed decisio…
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7 Things You Should Know About First-Generation Learning Analytics
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December 6, 2011
Learning analytics (LA) applies the model of analytics to the specific goal of improving learning outcomes. LA collects and analyzes the “digital breadcrumbs” that students leave as th…
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Academic Analytics
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October 15, 2007
The importance of student success (commonly measured as degree completion) continues to rise, as does the demand for institutional accountability. Academic analytics can help institutions address…
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Academic Analytics: A New Tool for a New Era
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July 6, 2007
© 2007 John P. Campbell, Peter B. DeBlois, and Diana G. Oblinger EDUCAUSE Review , vol. 42, no. 4 (July/August 2007): 40–57 Academic Analytics: A New Tool for a New Era John P. Cam…
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Academic Analytics: The Uses of Management Information and Technology in Higher Education
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December 12, 2005
Abstract Since the 1980s, higher education has spent hundreds of millions of dollars on administrative technologies to improve access to information. Institutions implemented new enterprise …
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