-
Research
and Publications
Current Issue
March/April 2013
EDUCAUSE ReviewPublications
-
Conferences
and Events
Annual Conference
October 15–18, 2013
Save the date!Events for all Levels and Interests
Whether you're looking for a conference to attend face-to-face to connect with peers, or for an online event for team professional development, see what's upcoming.
-
Career
Development
EDUCAUSE Institute
Leadership/Management Programs
Explore MoreCareer Center
Leadership and Management Programs
EDUCAUSE Institute
Advanced Programs
Project Management
Jump Start Your Career Growth
Explore EDUCAUSE professional development opportunities that match your career aspirations and desired level of time investment through our interactive online guide.
-
Focus Areas
and InitiativesLatest Topics
EDUCAUSE organizes its efforts around three IT Focus Areas
Join These Programs If Your Focus Is
-
Connect
and ContributeFind Others
Get on the Higher Ed IT Map
Employees of EDUCAUSE member institutions and organizations are invited to create individual profiles.
-
About
EDUCAUSE
Subscribe
Filter by type
Filter by Publications
Filter by Presentations
Filter by Library Taxonomy
- Analytics [x]
- Data Mining [x]
- Data Administration and Management (45)
- Information Systems and Services (45)
- Information Technology Management and Leadership (45)
- Institutional Management (45)
- Learning Analytics (20)
- Student Success (19)
- Teaching and Learning (17)
- Academic Analytics (14)
- Enterprise Information Systems (13)
- Data Warehouse (11)
- Business Intelligence (BI) (10)
- Instructional Technologies (9)
- Student Learning Support (9)
- Student Retention (9)
- Big Data (8)
- High-Performance Computing (HPC) (8)
- Learning Management Systems (LMS) (8)
- Networking and Emerging Technologies (8)
Step 1: Choose the primary topic of interest
-
General
-
Administrative
-
Learning
Analytics Readiness
Step 2: Choose the readiness level of interest
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
-
House Cmte. Passes Bill on Higher Ed. Data Transparency
-
May 16, 2013
On a bipartisan voice vote that took place in record time yesterday, the U.S. House of Representatives Committee on Education and the Workforce approved sending the "Improving Postsecondar…
-
Data Analytics
-
March 19, 2013
|
A session at the Midwest Regional Conference
March 19, 2013 MWRC13_281984 …
-
Building Organizational Capacity for Analytics
-
February 25, 2013
Optimizing student success is the “killer app” for analytics in higher education . Intelligent investments in optimizing student success garner wide support and have a strong, justifia…
-
Faculty Reporting Systems: Expectations vs. Realities
-
March 19, 2013
|
A session at the Midwest Regional Conference
Faculty activity reporting systems are used to collect data regarding academic endeavors for promotion, merit, and reporting purposes. Recent attention on accountability, accreditation, and analyti…
-
Leadership and Learning Analytics
-
November 26, 2012
Learning analytics enables a new level of data-driven decision making for the purpose of supporting students . Learning analytics is a collective institutional effort in every way: ide…
-
IT Infrastructure to Support Analytics: Laying the Groundwork for Institutional Analytics
-
October 23, 2012
Analytics has become a hot topic in the educational community, and several key questions must be addressed concerning the infrastructure of an analytics program. These issues include the …
-
Big Data for Education: Data Mining, Data Analytics, and Web Dashboards
-
September 13, 2012
In this Brookings Institution report, author Darrell West, examines the potential for improved research, evaluation, and accountability through data mining, data analytics, and web dashboards. …
-
Austin Peay State University: Degree Compass
-
September 5, 2012
This case study from the EDUCAUSE book Game Changers describes the Degree Compass course recommendation system implemented at Austin Peay State University. The system adv…
-
Enhancing Teaching and Learning Through Educational Data Mining and Learning Analytics
-
April 10, 2012
This issue brief describes data analytics and data mining in the commercial world and how similar techniques (learner analytics and educational data mining) are starting to be applied in educatio…
-
Can Big Data Help Universities Tackle Security, BYOD?
-
July 31, 2012
Universities have some of the most complex IT infrastructures around, and BYOD is a reality they can't escape. Chief Security Officers at universities are increasingly turning to Big Data an…
