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For those who might not be familiar with it, EDUCAUSE is a nonprofit association whose mission is to advance higher education through the use of information technology. The EDUCAUSE Annual Conference claims to unite “the best thinking in higher education IT.” EDUCAUSE 2013 was held in mid-October, 2013, and I was there to investigate learning analytics.
Analytics is the use of data, statistical, and quantitative methods, and explanatory and predictive models to allow organizations and individuals to gain insights into and act on complex issues. The use of digital tools, especially Learning Management Systems (LMS), like Blackboard, for academic data and Student Information Systems (SIS) for demographic data, can create mounds of digital data that could be mined for discovering trends or predicting outcomes. Examples:
- Marist College is developing a predictive model using Banner (SIS) and Sakai (LMS) to deliver intervention notices to identify students unlikely to pass a course. A model was built using grade book data across a broad set of courses. They built their own system out of mostly Open Source tools. They found the most powerful predictor to be student’s GPA. Presentation.pptx [3 MB, Powerpoint slides].
- University of California Chico built a system from server log files and Excel, Tableau, Stata, and SPSS and looked at one large course (373 students). They found LMS usage to be the best predictor of success (not GPA), using these LMS usage variables: total course website hits; total course “dwell time”; administrative tool hits; assessment tool hits; content tool hits; and engagement tool hits. summary of results [455 KB, PDF]; presentation slides from EDUCAUSE 2013 [3 MB, Powerpoint slides]
- University of Kentucky uses a hardware “appliance” from SAP (HANA) to look at data in near realtime, push out administrative reports to administrators, and “how am i doing” reports to students via a custom mobile application. Academic advisers get an iPad application that compiles advisees’ data, giving both advisor and student a better idea of where they are and where they are going. Using Groundbreaking Analytics and Fast Data [7 MB, Powerpoint slides]
- South Orange County Community College District built the mobile app, “Sherpa,” a recommendation engine similar to Netflix or Amazon that helps students choose courses, services, and get information based on previous enrollments, major/minor declarations, and grades. It pushes out warnings and reminders to students via email or text message. Powerpoint slides.
- Coppin State University implemented Blackboard Analytics for Learn, providing a slew of dashboards for deans, chairs, faculty, and students using data from the Blackboard Learn LMS alone. Mesa Community College has taken it one step further, using Blackboard Analytics to also ingest SIS data. University of Maryland, Baltimore County is using Blackboard Analytics for Learn to explore the LMS in much finer detail and assess the impact of faculty course redesign training.
Barriers? Sure. Analytics are hard. The people who developed Sherpa called in three outside mathematicians to help design their statistical model. Kentucky hired three PhDs. Analytics require buy-in and many of the presenters were CIOs, provosts, presidents, or vice-this-or-thats. There is a lot of missing data (e.g., classes that don’t use an LMS), and a lot of inconsistent data (e.g, variance in how faculty use LMS gradebooks). Statistical models are still in an early stage of development and proprietary software, like Blackboard Analytics, is expensive.
For more on learning analytics, visit The Society for Learning Analytics Research (SoLAR), an interdisciplinary network of leading international researchers who are exploring the role and impact of analytics on teaching, learning, training, and development.
It’s that time of year when “senioritis” runs rampant and many students are either avoiding the need to search for a job or they’re not sure how to begin. Tomorrow, April 11th, we’re offering a workshop in collaboration with the Writing in the Disciplines Program called Writing your Cover Letter or Resume/Vitae. The two-hour workshop—from 9:30-11:30 in Room 303, Bailey/Howe Library—is open to UVM graduate students and faculty who are interested in these topics.
» Read more here.
If you are unable to join us tomorrow, but are interested in sharing some resources with your students, then take a look at the UVM Career Center website or, better yet, send your students to the workshops and walk-in hours at the NEW Career HUB at the Davis Center.
The undergraduate/graduate student job search resources are:
- Build a Resume
- Write a Cover Letter
- Begin Networking and Informational Interviewing
- Prepare for an Interview
- Dress to Impress
Also, a new academic planning tool is available to help with the current round of student advising! “The 4 year plan“ is a wonderful tool on the Career Center site to help faculty advise students throughout their time at UVM and also assist with the plans for a future career.
There is a great set of resources on the Career Center site to help graduate students with their future planning as well. Example CVs are available and information about searching for an academic career.
Good luck on your searches and be sure to take advantage of all the great resources available on campus.
Blackboard Jungle 7 kicked off this week with a keynote by Charlayne Hunter-Gault on Monday and continues this Friday, March 28th, with a day of workshops and presentations. (See schedule)
In support of Blackboard Jungle, the CTL is offering two workshops in collaboration with Writing in the Disciplines. They’ll take place on April 4th from 9:30am -12:45pm at CTL in room 303 Bailey Howe. Follow the links below to register for one or both of the workshops.
–April 4, 2014, Bailey/Howe 303
Bridging the Gaps: Creating More Inclusive Teaching Environments
9:30 a.m. – 11:00 a.m.
This workshop will cover techniques and strategies on how to create more inclusive physical and virtual teaching environments.
Facilitators: Henrietta “Henrie” Paz-Amor and Holly Buckland Parker
» REGISTER HERE
11:15 a.m. – 12:45 p.m.
This second part will focus on development of curricula for face-to-face and online courses using the principles of Universal Design for Learning with the goal of making learning accessible for ALL students.
Facilitators: Holly Buckland Parker and Susanmarie Harrington
» REGISTER HERE
This May, Blackboard @ UVM will be getting an upgrade that will deliver some brand new features and greatly improve a few of the existing ones. We’ll be posting more about these changes in the coming weeks, but here are a few highlights.
Test Access Log
The Test Access Log allows instructors to see exactly what students clicked on in an exam. This provides a much clearer view into what happens during an assessment.
The Retention Center provides an easy way for instructors to discover, track, and communicate with students in their course who are at risk. Here’s an example of what the retention center looks like.
Updates to Existing Tools
The Discussion Board tool has been redesigned for an improved experience. Here are a few of the new features:
- Instructors can require students to post to a discussion before seeing other students’ posts.
- Posts made by forum managers and moderators will contain the user’s course role and forum role.
- All of the posts in a thread will be visible at the same time on one page.
- When replying to a post, the content editor used to write a response appears on the same page, in the context of the discussion.
Here’s a video about the new Discussion Board interface.
This upgrade brings a complete replacement of the text (content) editor—the tool used for writing announcements, items, folder descriptions, etc.—and has many improved features! The new editor presents a simpler interface with a more consistent results. Here’s a sneak peak of the new Content Editor.
Bug Fixes and More
Blackboard will also be receiving a number of bug fixes and small behind-the-scenes improvements. Stay tuned for more information and opportunities to participate in hands-on demonstration sessions.
If you’re interested in teaching a hybrid course, the chance to apply for training and support from the Hybrid Course Initiative will be available for just a few more days. The applications to be part of the next cohort (starting in Fall 2014) will close on Monday, March 31st, end of day. This cohort will be developing courses to be taught in either the Spring or Fall 2015.
» Read an article about Anthropology Professor Emily Manetta’s experience going through the program and teaching a hybrid course.
Read (or rather, view), on Slate.com, one faculty person’s evolving position about teaching with this tool and allowing students to present their work with it.
UVM’s Hybrid Course Initiative, conducted by the CTL, is now into the second implementation phase. There are currently three cohorts of faculty who are either teaching or in the process of designing/redesigning hybrid courses. By the end of this second phase of the initiative, we’ll have assisted in launching nearly 30 hybrid courses! (Learn about hybrid teaching and about the UVM initiative, here.)
We’re currently welcoming applications for the next faculty cohort that begins meeting in August ‘14. Participants in this cohort will be eligible for a support package that includes a laptop, a grant to aid in the development of their course, and support from the CTL staff. **APPLICATION DIRECTIONS** and more detailed information about support packages for each phase of the initiative can be found on the Hybrid Course Initiative page. Applications are due by March 31st.
If you’re interested and want to learn more, we’ll be holding an informational session, “What ’s the Hype About Hybrid?,” on Thursday, March 20th. (Read more and register for this session, here.)
2014 dates to keep in mind:
- March 20th – Information Session: “What ’s the Hype About Hybrid?”
- March 31st – Applications due for the Fall ’14 faculty cohort (info here)
- April 15th – Applicants notified of acceptance by end of day
- Welcome and informational luncheon in late-April
- Cohort meetings begin in August
If you can’t make it to the March informational session, feel free to email the co-directors of the program: Jennifer Dickinson (firstname.lastname@example.org) or Henrie Paz-Amor (email@example.com) to set up some time to talk about your interest in the program.
These annual conversations with the recipients of the Kroepsch-Maurice Excellence in Teaching Award are always lively and interesting! Please join us this Tuesday for a conversation with the faculty who won the award in 2013: Tina Escaja (Romance Languages & Linguistics), Katharine Shepherd (Education), Allison Kingsley (School of Business Administration), and Jenny Wilkinson (Animal Science).
When: Tuesday, February 4th, 2014 from 2:30pm – 4:00pm
Where: Bailey/Howe Library, Room 303
See the calendar link here.
Do you sometimes feel like you are trying your best to teach to all the students in your classroom, but something isn’t working because, on the midterm exam, half the class gets below a 70? How could this be? In fact, traditional post-secondary teaching methods such as lectures and multiple-choice tests are good learning tools for only a small percentage of today’s college students. A research-based framework for course design called, Universal Design for Learning (UDL) can help.
What is UDL?
UDL is an extension of a movement in architecture called Universal Design, conceived of by Ron Mace at North Carolina State University. The theories specific to UDL are based on research in the neuroscience of learning. David Rose and Anne Meyer (2002), first coined the term “Universal Design for Learning” in the book “Teaching Every Student in the Digital Age.” (Available to read online at the CAST website, http://www.cast.org/teachingeverystudent/ideas/tes/.)
Rose and Meyer (2002), developed guidelines based on three neural networks: the recognition network, the strategic network, and the affective network. Each of these networks work together to help the whole brain learn. A person’s brain is as unique as a fingerprint in the way it learns and builds its own learning schema, according to David Rose. However, certain regions of the brain are activated when doing similar kinds of learning tasks. This means a faculty member can use the knowledge of how the brain learns, and the framework of the UDL principles and checkpoints, to create learning opportunities in the classroom that work for all learners.
The UDL principles on each brain network are:
- Recognition Network: Principle One – Provide Multiple Means of Representation
A couple of examples:
- Create a concept map of the class that spans the semester
- Use images, maps, graphs, videos and other visuals to help present a difficult concept to students
- Strategic Network: Principle Two – Provide Multiple Means of Expression
A couple of examples:
- Give students options for the kinds of homework assignments or projects they can submit
- Provide multiple ways of engaging with each other in the class
- Affective Network: Principle Three – Provide Multiple Means of Engagement
A few examples:
- Use iClickers
- Do in-class activities such as small-group work or “think, pair, share”
- Assign larger, semester-long group projects
- Create a safe environment for learning
- Be approachable and available for students during office hours
Overall, the idea of UDL in post-secondary education is to support learning at various levels of acquisition and provide opportunities for students to show you what they are learning in a variety of methods, so you may offer appropriate “scaffolds.” We offer suggestions for each of the above principles as just a place to start. We encourage you to use the linked resources as well as make an appointment with a CTL faculty professional development specialist to assist you in incorporating UDL in your courses.
San Francisco State University – Best Practices in Teaching:
National Center on Universal Design for Learning
Information on creating a video transcript:
From Colorado State University:
The CTL is taking steps to test and install several textbook publisher add-ons for Blackboard. These add-ons allow faculty to link their courses to externally hosted publisher content and interactive tools. For example, an instructor might use the tool to give students access to reading materials and to take quizzes on a publisher’s site. The results of those quizzes can be automatically sent back into their Grade Center in Blackboard.
Publisher add-ons will be tested and evaluated during the Summer 2014 term and made available to the general community for the start of the Fall 2014 term. During the summer evaluation period, a protocol for evaluating these publisher tools will be developed. The initial add-ons to be installed will be selected based on past requests and include tools from McGraw-Hill, Pearson, and Carnegie Mellon University, among others.