"Higher education is sitting on mountains of data about student finances, program costs, enrollment and recruitment, student behavior, retention, graduation rates, and more. However, institutions struggle to utilize this data effectively due to skills gaps, data silos, and limited budgets."
"The explosion of AI in platforms across campus means an urgent solution is needed. Most student information systems and learning management systems are infused with AI, but the effectiveness of these tools relies on the cleanliness and accuracy of the data."
"Just 1 percent of Educause community members reported their institution's data systems are fully modernized. Many institutions are buried in data they can't fully use, leading to poor decision-making."
"Mark Milliron from National University describes the situation as 'bad plumbing.' Their team spent a year establishing inclusive data governance and building a comprehensive data warehouse to ensure data quality before integrating it into their systems."
Higher education institutions possess extensive data on various aspects such as student finances and enrollment but face challenges in utilizing it effectively. Barriers include skills gaps, data silos, and limited budgets for modern systems. The rise of AI in educational platforms presents opportunities for improvement, yet the effectiveness of these tools depends on data quality and human analytical skills. A significant portion of institutions have not modernized their data systems, leading to ineffective decision-making. National University exemplifies successful data governance and integration efforts.
Read at Inside Higher Ed | Higher Education News, Events and Jobs
Unable to calculate read time
Collection
[
|
...
]