Campus ID News
Card, mobile credential, payment and security
FEATURED
PARTNERS
slider CatCard 1

Arizona examines CatCard usage to aid freshmen retention

University uses campus card data points to identify vital student trends

Andrew Hudson   ||   Mar 08, 2018  ||   ,

It's a well known fact that modern campus card systems are repositories for a wealth of valuable and actionable data. Between physical access logs, payments, event ticketing, attendance and many other vital data points, it becomes possible to paint an increasingly vivid picture of student life on campus.

Now, the University of Arizona is making significant strides in the realm of campus card data interpretation thanks to the work of university researcher, Sudha Ram. Ram's Smart Campus research is tracking students' social interactions and daily routines via CatCard usage -- Arizona's student ID -- and leveraging that information to predict freshman retention.

When students use their ID cards they leave a digital trace that indicates exact times and locations. According to an official university release, Ram's research is tracking these digital traces to identify possible student trends and relationships, and more importantly, how those relationships affect students' likelihood of returning to campus after their freshman year.

"By getting their digital traces, you can explore their patterns of movement, behavior and interactions, and that tells you a great deal about them," Ram says.

CatCards are used for access to residence halls, rec centers, science labs, libraries, academic support centers, and more. And, as with many student ID cards, CatCards are also used to make payments. Students can opt to load cash onto the card for use at vending machines and to pay for food and other services on campus. All these interaction points combine to create a highly detailed web of data points from which usage trends can be constructed.

Working with Arizona's IT department, Ram gathered data on freshman CatCard usage spanning a three-year period. She then used that data to create large networks that mapped which students interacted with one another and how often.

The idea behind establishing these social trends is that students that are less socially connected are often more likely to drop out. The same CatCard data can also be used to look at the regularity of student routines and whether those patterns occur during the week or on weekends.

Ram's data seemingly backs this idea as an analysis of student social interactions and routines was able to predict 85-90% of the freshmen who would not return for a second year at Arizona. Those students having less-established routines and fewer social interactions were, in fact, most at-risk for dropping out.

"Of all the students who drop out at the end of the first year, with our social integration measures, we're able to do a prediction at the end of the first 12 weeks of the semester with 85-90% recall," Ram said. "That means out of the 2,000 students who drop out, we're able to identify 1,800 of them."

Thanks in part to Ram's research Arizona now generates lists — twice per semester and twice in the summer — of the top 20% of students most at-risk in each college. The lists are then shared with the individual colleges, with the idea that advisers will reach out to students who need additional support or guidance.

The university is also preparing to launch an online dashboard where advisers can access pertinent data and assess student risk in real time throughout the semester.

Student retention is an ever-present concern for colleges and universities nationwide, but the tools are already available to make meaningful change. The data accrued by contemporary campus card systems can be used to refine campus services and business operations, and as proven by Ram and the University of Arizona, identify potentially at-risk students through attendance, access control and transaction trends.

For more on Sudha Ram's research, and how the university of Arizona is harnessing its campus card data to support student success, checkout the university's full write up.

Related Posts

|| TAGS:
Subscribe to our weekly newsletter

RECENT ARTICLES

Virginia Tech access control readers from Allegion

Virginia Tech's multi-year journey eliminates brass keys from campus

  At Virginia Tech, a strategically planned, multi-year process has eliminated physical keys from the campus. Brass keys have been replaced by card access in buildings and residence halls. The only remaining keys are stored in secure key boxes for security personnel and residence hall advisors to access in case of emergencies or after hours […]
Harvard CrimsonCash logo
Jun 07, 24 / , ,

Harvard to end longstanding declining balance program starting July 1

Harvard’s CrimsonCash – a declining balance program that enables students to use their campus card to make payments on and off campus – will be sunsetted in phases beginning July 1, 2024 and finishing July 1, 2025. The announcement was made in an email sent to account holders and a posting on the university’s website. At […]
ELATEC Secure Logon product review

Secure computer labs and faculty workstations with existing campus cards and mobile IDs

Eliminating usernames and passwords has positive security and convenience implications, and ELATEC’s Secure Logon solution helps campuses achieve the goal. Using your existing campus ID or mobile credential, users tap it on a reader to access shared computers and resources. In this video, ELATEC’s campus lead Rawldon Weekes, discusses Secure Logon and overviews a variety […]
CIDN logo reversed
The only publication dedicated to the use of campus cards, mobile credentials, identity and security technology in the education market. CampusIDNews – formerly CR80News – has served more than 6,500 subscribers for more than two decades.
Twitter

Attn: friends in the biometrics space. Nominations close Friday for the annual Women in Biometrics Awards. Take five minutes to recognize a colleague or even yourself. http://WomenInBiometrics.com

Feb. 1 webinar explores how mobile ordering enhanced campus life, increased sales at UVA and Central Washington @Grubhub @CBORD

Load More...
Contact
CampusIDNews is published by AVISIAN Publishing
315 E. Georgia St.
Tallahassee, FL 32301
www.AVISIAN.com[email protected]
Use our contact form to submit tips, corrections, or questions to our team.
©2024 CampusIDNews. All rights reserved.