University Analytics & Institutional Research - University Analytics & Institutional Research (UAIR) provides data and data services to the Arizona Board of Regents (ABOR), Executive Office of the President, Senior Vice Presidents and their respective units, academic colleges and divisions, service and support units, and other campus partners.
Ravneet Chadha - Associate Vice President and Chief Data Officer
University Analytics & Institutional Research (UAIR) is a department of the Office of the CIO and the facilitator of the university's Enterprise Data Warehouse. Through collaboration with campus partners and data stewards, we facilitate access to high-quality data sets while developing and refining research questions using responsible practices in business intelligence and data science. We also serve to interpret data and analysis results for appropriate use, facilitate educational opportunities to enhance data literacy on campus, and provide for the accreditation and licensing data needs of the university. We believe everyone should be empowered to leverage data, information, and analytics in order to inform policies and practices that benefit students and institutions on campus.
Need access to specific data? – Use our Data Request Form to submit a request for specific university data from any of our six primary data sources. UAIR is here to support all your data needs!
Administrative Data
The Administrative Data Team supports strategic decision making by accessing, analyzing, and developing administrative data tools applied to the five primary organizational data pillars of Finance, Research, Budget & Planning, Workforce and Space.
Eddie Caratachea
Assistant Director, Administrative Reporting and Analytics
Customer Experience & Support
The Customer Experience & Support Team is responsible for ensuring that campus is familiar with UAIR as an organization, equipping our colleagues with the knowledge and know-how to take full advantage of our work.
Ashley Hurand
Assistant Director, University Analytics & Institutional Research
Data Engineering
The Data Engineering Team is responsible for moving data from UAccess Systems and others into the Enterprise Data Warehouse, as well as updating this data on a nightly basis and ensuring that it is available to users each morning through UAccess Analytics.
Shiva Chidara
Data Engineering Lead
External & Institutional Reporting
The External Reporting Team is responsible for external data submissions to federal and state agencies, higher education organizations, and media publishers. Using traditional analysis, as well as data science methods, they provide data insights to help the university navigate the challenges facing higher education and support the university's relationships with external partners.
Student Data
The Student Data Team is responsible for developing and maintaining reports and dashboards for campus-wide use with an emphasis on supporting the functional, academic, and administrative units of student data needs which covers all areas of the student lifecycle including admissions, enrollment, financial aid, organizational and academic structure, and student success outcomes.
Mark Ray
Architect, Academic Data
Ashley Hurand
Assistant Director, University Analytics & Institutional Research
Systems Architecture & Security
The Systems Architecture & Security Team is responsible for maintaining the availability and security of UAccess Analytics, the Enterprise Data Warehouse, and dozens of other departmental databases and systems.
Doug Hester
Architect, Business Intelligence
Knowledge Map (KMap)
The University of Arizona Knowledge Map (KMap) helps students, faculty members, researchers, and administrators explore the university’s knowledge landscape. KMap collects, connects, analyzes, and visualizes scholarly research data at the University.
Iqbal Hossain
Director of Research Data Science