- Enrollment funnel
- The staged path from prospect to enrolled student: inquiry, applicant, admit, deposit, enroll. Each stage has its own conversion rate, and a funnel problem is only diagnosable by stage — a shortfall from weak inquiry volume needs a different fix than one from weak yield.
- Yield rate
- The share of admitted students who actually enroll. The single most watched number in an enrollment office, because it converts an admit decision into net tuition revenue and because over-admitting to protect it produces a class that does not fit the housing or the classrooms.
- Admit rate
- Admitted students as a share of applicants. Often misread as a quality signal when it is largely an artifact of application volume, which institutions can manufacture through fee waivers and direct-admit programs.
- Melt and summer melt
- Melt is the loss of students between deposit and first day. Summer melt specifically — the deposited student who never shows up in August, disproportionately first-generation and lower-income — is driven by unresolved aid, housing, orientation or documentation, and is one of the highest-return interventions in enrollment management.
- Demonstrated interest
- The trackable signals an institution weighs as evidence a student will actually enroll — campus visits, email opens, portal logins, event attendance, contact with an admissions counselor. Some institutions weigh it in the decision; others do not, and the policy is disclosed in the Common Data Set.
- Early action, early decision and rolling admission
- Early action is a non-binding early deadline; early decision is binding, and committing before comparing aid offers is the trade-off; rolling admission reviews continuously until the class fills. Restrictive or single-choice early action limits where else a student may apply early.
- Test-optional and test-blind
- Test-optional means an applicant chooses whether to submit SAT or ACT scores; test-blind (or test-free) means submitted scores are not considered at all. The distinction matters for merit scholarships and placement, which can still require scores even when admission does not.
- Holistic review
- Evaluating an application as a whole — curriculum rigor, essays, activities, context of the school and household — rather than on a formula of grades and scores. Legally and operationally constrained, and often paired with published guidance on exactly which factors are considered.
- Common App vs ApplyTexas
- The Common App is a shared application accepted by a large membership of institutions across the country; ApplyTexas is the state application used by Texas public institutions and many Texas privates. Many Texas institutions accept both, and choosing between them changes essay prompts, deadlines and fee handling.
- FAFSA
- The Free Application for Federal Student Aid — the gateway form for federal grants, loans and work-study, and usually for state and institutional aid as well. The FAFSA Simplification Act rebuilt need analysis and added a direct IRS data exchange to pull tax data automatically.
- Student Aid Index (SAI)
- The federally calculated figure that replaced the Expected Family Contribution as the measure of what a family can contribute. Unlike the EFC it can go negative, which lets institutions distinguish degrees of high need rather than flattening them at zero.
- Pell eligibility
- Qualification for the federal Pell Grant, the largest federal need-based grant and the standard proxy for low-income enrollment in institutional reporting and in accountability metrics.
- Net price calculator
- The federally required tool on every Title IV institution's site that estimates what a specific family would actually pay after grant aid. Its accuracy is a trust asset — a calculator that consistently understates the real offer produces melt and complaints.
- Cost of attendance
- The full budget an institution publishes for a year — tuition and fees plus housing, food, books, transportation and personal expenses. It is the ceiling on aid eligibility, which means the non-tuition components are financially consequential, not decorative.
- Tuition discounting and discount rate
- Discounting is funding institutional grant aid out of tuition revenue rather than from an outside source; the discount rate is the share of gross tuition given back this way. At private nonprofits the average rate for first-time freshmen has risen far enough that most collect well under half of published tuition from a new class.
- Merit vs need-based aid
- Merit aid is awarded on academic or talent criteria regardless of need and is a yield instrument; need-based aid responds to demonstrated financial need. The mix an institution chooses is a strategic statement about whether it is buying academic profile or access.
- Gapping
- Admitting a student while offering less aid than the calculated need, leaving a gap the family must cover with loans or cash. Common where an institution is not need-blind and not full-need, and a leading cause of melt after the offer.
- First-generation
- A student whose parents did not complete a bachelor's degree. Definitions vary by program, and the population needs process-level content — what a deposit is, what verification means — that institutions routinely assume is already understood.
- In-state vs out-of-state tuition
- The two-tier price at public institutions, with the resident rate subsidized by state appropriations. The gap is usually the largest single price variable in a public-institution decision and drives the residency question below.
- Residency determination
- The formal process by which a public institution decides whether a student pays the resident rate, based on domicile, duration of presence and intent — not simply on having a state address. In Texas the criteria are set in state rule and applied uniformly across public institutions.
- Credit hour and contact hour
- The credit hour is the unit of academic currency for degree requirements, transfer and federal aid; the contact hour is actual scheduled instructional time. They diverge in labs, clinicals and studios, and the federal credit-hour definition is an accreditation and Title IV compliance matter.
- Semester credit hour funding
- State appropriations formulas that pay public institutions per semester credit hour taught, weighted by discipline and level. Whether a state funds hours attempted, hours completed, or outcomes reached determines what the institution is actually incentivized to produce.
- FTE enrollment
- Full-time equivalent enrollment — total credit hours converted into an equivalent count of full-time students. Diverges sharply from headcount at community colleges and online institutions, where most students are part-time, which is why the two numbers are not interchangeable.
- IPEDS cohort
- The specific group IPEDS tracks for graduation-rate reporting — first-time, full-time, degree-seeking students entering in a given fall. Part-time and transfer students fall outside it, which is why a published graduation rate can describe a minority of an institution's actual students.
- Retention rate
- The share of a cohort that returns for a second year. The earliest reliable signal of whether the class that was recruited was the right fit, and a leading indicator of the graduation rate six years out.
- Six-year graduation rate
- The share of a first-time, full-time bachelor's cohort completing within 150 percent of normal time. Standard in federal reporting, and routinely misunderstood as a measure of all students rather than of the IPEDS cohort specifically.
- Stop-out
- A student who leaves without completing but has not permanently withdrawn from higher education. A large, addressable population — re-enrolling students who already have credits is cheaper than recruiting new ones, and states increasingly fund the attempt.
- Transfer articulation
- The formal mapping of how courses at one institution satisfy requirements at another, expressed in articulation agreements, equivalency tables and transfer guides. Weak articulation shows up as credit loss, which is the single biggest reason transfer students do not finish.
- Dual credit
- College courses taken by high school students for both high school and college credit, usually through a partnership between a district and a community college. In Texas it is now a funded outcome for community colleges, which changes it from a service into a revenue line.
- Title IV
- The section of the Higher Education Act governing federal student aid. Title IV eligibility — which requires recognized accreditation, state authorization and federal certification — is existential; losing it ends the institution's access to federal grants and loans.
- Gainful employment
- Federal accountability rules testing whether a program's graduates earn enough relative to their debt, and whether they out-earn a high school graduate in the same state. Paired with financial value transparency reporting that requires programs to publish debt and earnings data.
- 90/10 rule
- The federal limit requiring proprietary institutions to draw no more than 90 percent of revenue from federal education funds. Applies to for-profits specifically and shapes their pricing, cash-pay programs and military and employer partnerships.
- Accreditation and substantive change
- Institutional accreditation is peer review against published principles and is the precondition for Title IV. Substantive change is the prior-approval process an accreditor requires before an institution adds a degree level, moves a program online, opens a site or merges — launching without it puts eligibility at risk.
- Program review
- Periodic internal and external evaluation of an academic program's demand, quality, cost and outcomes, ending in continuation, revision or closure. The governance mechanism behind low-producing-program consolidation and teach-out plans.
- THECB program approval
- The Texas Higher Education Coordinating Board's authority to approve new degree programs at Texas public institutions and to review low-producing programs. A Texas institution cannot simply announce a new degree — state approval and accreditor notification come first.
- R1 Carnegie classification
- The top research-activity designation in the Carnegie Classification, redesigned in 2025 so research activity is designated separately from the institutional classification. It is a threshold-based designation — driven by research spending and research doctorates awarded — not a ranking or a quality judgment.
- Endowment and payout rate
- The endowment is a pool of permanently invested gifts; the payout rate is the share spent annually to support operations, typically set as a smoothed percentage of a multi-year average market value. Confusing endowment size with spendable cash is the most common error in coverage of institutional finance.
- Annual fund and capital campaign
- The annual fund is unrestricted yearly giving that supports current operations; a capital campaign is a multi-year, goal-driven effort for buildings, endowment and program initiatives, usually with a long quiet phase before public announcement.
- Alumni participation rate
- The share of solicitable alumni who give in a year. Historically a proxy for alumni satisfaction and once a ranking input, and still watched by boards as an engagement signal independent of dollars raised.
- ROI and earnings outcomes
- Return on investment measured as earnings after graduation against total cost and debt, increasingly reported at program level rather than institution level. The frame in which public and political scrutiny of higher education is now conducted.
- Workforce alignment
- Designing and defending programs against regional labor demand — employer advisory boards, occupational projections, licensure requirements and credential-of-value definitions. In outcomes-funded states it is a budget determinant, not a talking point.
- Micro-credential and stackable certificate
- Short credentials that certify a defined skill set, designed so that completing one counts toward the next and eventually toward a degree. Stackability is the whole value proposition; a certificate that dead-ends is a marketing claim rather than a pathway.
- Competency-based education
- Awarding credit for demonstrated mastery rather than for time in a seat, usually in subscription-priced terms where a faster student pays less. Requires specific accreditor and federal treatment because it does not map cleanly to the credit hour.
- Online program manager (OPM) and revenue share
- A vendor that builds, markets and supports an institution's online programs, historically paid a percentage of tuition revenue over a long contract instead of a fee. The model concentrated marketing spend and control of the funnel outside the institution.
- Bundled services rule
- The Department of Education guidance that allowed OPMs to be paid a share of tuition despite the federal ban on incentive compensation for recruiting, on the theory that recruiting was bundled with other services. Its long-running review is the reason new online partnerships are increasingly priced as fee-for-service.