Introduction
In practice, the IR office is where a campus goes for a number it can defend: how many students enrolled this fall, how many came back, how many graduated, and how those figures compare with peer institutions.
The Association for Institutional Research (AIR), the field's professional association, groups the work into five duties and functions: identify information needs; collect, analyze, interpret, and report data and information; plan and evaluate; serve as stewards of data and information; and educate the people who produce and use it. AIR notes that not every office covers all five, but an effective IR function includes each of them somewhere on campus.
What does an institutional research office do?
An institutional research office collects, analyzes, and reports data about its institution for federal and state agencies, accreditors, and campus leaders. The work falls into five recurring streams.
Compliance reporting
Every college that takes part in federal student aid programs reports to IPEDS, the federal postsecondary data system run by NCES, across three collection windows a year. State systems and accreditors add their own reports on top. These deadlines do not move, so they set the rhythm of the office.
Decision support
Provosts, deans, enrollment managers, and boards ask questions: why fall-to-fall retention dipped, which programs are growing, what a tuition change might do to yield. IR turns those into analyses. In our interviews, these ad hoc requests took between 40% and 63% of team time on average, depending on office size.
Data management and census snapshots
IR freezes official counts on census dates so that "fall enrollment" means one number all year, and it maintains the definitions behind those counts. When three offices report three different headcounts, IR is usually asked to settle it.
Surveys and assessment
Many offices run student experience, alumni, and climate surveys, and support academic assessment by supplying the data behind learning outcome and program reviews.
Benchmarking
IR compares the institution with a defined peer group on enrollment, retention, graduation, cost, and staffing, most often using IPEDS. Peer comparisons show up in strategic plans, board books, and accreditation self-studies.
Director of institutional research responsibilities
A Director of Institutional Research oversees data collection, statistical analysis, and institutional reporting to support strategic planning, decision-making, and accreditation. In a small office the director is also the main analyst. In a larger one the job tilts toward setting priorities, protecting data quality, and managing staff. The responsibilities that show up in most IR director roles:
- IPEDS submissions: owning the federal reporting calendar and the accuracy of every survey component the institution files, often as the IPEDS keyholder.
- The Common Data Set: completing the standardized annual survey that publishers and college guides draw on, so admissions, enrollment, and outcome figures match what the institution reports elsewhere.
- Accreditation support: supplying the data and analysis for self-studies, interim reports, and site visits, and helping units show evidence that they assess and act on results.
- State and system reporting: filing the enrollment, completion, and finance reports that state agencies or system offices require.
- Dashboards and recurring reports: building and governing the census enrollment, retention, and graduation views that leaders check every term.
- Data governance: defining official metrics, documenting them, and resolving conflicts between offices that count the same thing differently.
- Ad hoc analysis: triaging and answering requests from leadership, deans, and committees, and deciding what the office can take on.
- Staff leadership: hiring, training, and developing analysts, and keeping institutional knowledge from living in one person's head.
How big is a typical IR office?
Most are small. AIR surveys IR and IE offices every three years. The 2024 AIR National Survey, based on 552 complete or partial responses from U.S. degree-granting institutions, found an average office of 3.8 FTE. Public four-year institutions average 5.5 FTE; public two-year and private nonprofit four-year institutions average 2.9. 31% of offices have one FTE or fewer, and most said they need at least two more staff.
Our own interviews with more than 50 IR and IE professionals across 19 states point the same way: half of the institutions we spoke with ran IR with one to three people. That headcount carries the full compliance calendar plus every ad hoc request from across campus. We cover why staffing has not kept pace in why IR capacity has not kept up with data demand.
IR office staffing, AIR National Survey 2024
| Signal | Figure |
|---|---|
| Average IR/IE office staff, all sectors | 3.8 FTE |
| Public four-year institutions | 5.5 FTE |
| Public two-year and private nonprofit four-year institutions | 2.9 FTE |
| Offices with one FTE or fewer | 31% |
Institutional research and institutional effectiveness
The two terms travel together, and on many campuses one office does both. Institutional research produces and reports the institution's data. Institutional effectiveness (IE) uses that data to judge whether the institution is meeting its mission and goals, through a cycle of setting outcomes, measuring them, and acting on the results, usually with accreditation in view. Some colleges run a combined IR/IE office; others split them, with IE closer to assessment and planning and IR closer to reporting and analysis.
Where to go next
If you are new to the field, how to learn institutional research covers the skills and the paths people take into IR, and IPEDS for beginners explains the federal dataset you will use most. If you run an office and are weighing tools, our guide to institutional research software categories sorts the market. For what Clema does for an IR director specifically, see the IR directors page.
Sources
- Association for Institutional Research, Duties and Functions of Institutional Research.
- Association for Institutional Research, 2024 National Survey: IR/IE office staff.
- Clema, Understanding data request workflows in US higher education: interviews with 50+ IR and IE professionals across 19 states. The capacity and office-size figures attributed to our interviews come from that report.
Give a small IR office more reach
Clema answers the ad hoc questions in plain English, with the IPEDS table and year behind every number, so your analysts keep their hours for compliance reporting and deeper analysis.
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