Beyond the Average: An Analytics Approach to Time-to-Degree

Session Abstract: This session explores the University at Buffalo's (UB) innovative approach to demystifying the complexities of time-to-degree metrics for graduate students through advanced data analytics. By developing both public-facing and internal dashboards, UB has enhanced transparency around admissions, enrollment, and degree-completion trends, empowering data-driven decision-making and improving institutional effectiveness. Attendees will discover how these tools provide campus stakeholders with actionable insights while helping prospective students understand degree timelines and make informed choices. Key takeaways include strategies for integrating diverse data sources, leveraging Tableau to create dynamic visualizations, and fostering cross-campus collaboration to support student success and optimize program outcomes.

Keywords: analytics, data visualization, time-to-degree, data transformation, data ETL