How State Funding Formulas Can Better Support Online Learners in Public Universities

Recent Trends in State Funding for Online Education

Over the past few years, a growing number of public universities have expanded their online course offerings, driven by student demand for flexibility and affordability. Yet many state funding formulas—traditionally based on on-campus, full-time equivalent (FTE) enrollments—have not kept pace with this shift. Several states have begun pilot programs that allocate a separate weight for online students, while others cap the share of distance learners they will fund. This mismatch creates uncertainty for institutions trying to serve a population that now represents a significant and growing fraction of public higher education.

Background: How Traditional Funding Models Work

Most state funding formulas use a base per-student allocation adjusted for factors such as program cost, student risk, and institutional mission. Historically, online learners were a small fraction of total enrollment, so they were treated as resident students taking a few remote courses. As fully online degree programs have grown, the inadequacy of this approach has become clear. Key issues include:

• Residency vs. location: Many online students live out of state but attend a public university; funding formulas often do not account for where the student actually resides, leading to disputes over which state should pay.
• Cost differentials: Online delivery can be cheaper in some areas (e.g., facilities) but more expensive in others (e.g., instructional technology, student support, proctoring). Flat per-student rates may not cover real costs.
• Outcome metrics: Graduation and retention rates for online students sometimes differ from on-campus peers, but formulas rarely adjust for this variation.

User Concerns: Students, Administrators, and Policymakers

Each stakeholder group sees different implications:

• Students worry that underfunded programs will lead to higher tuition, fewer course options, and reduced support services for remote learners.
• University administrators cite the difficulty of planning multi-year budgets when online enrollment growth is not matched by predictable revenue from state appropriations.
• State legislators and education departments seek formulas that balance access, quality, and cost—without incentivizing universities to simply shift students online to save money at the expense of instruction.

Likely Impact of Reforming Funding Formulas

If states adopt more nuanced funding models, several outcomes are probable:

• Increased equity – Institutions serving large numbers of non-traditional or rural students could receive more adequate per-student funding, reducing the need to raise tuition.
• Incentive alignment – Formulas that reward completion and job placement for online learners, rather than just enrollment, could drive improvements in student support and curriculum design.
• Risk of fragmentation – Without coordination, states may adopt widely different definitions of “online student” or “full-time equivalent,” complicating data sharing and transfer credit policies.

Early experiments in states like Florida and California suggest that a hybrid model—base funding plus a weighted supplement for online-specific costs—can work. However, implementation requires reliable data on instructional costs, student outcomes, and residency classification.

What to Watch Next

Several developments will shape how funding formulas evolve:

• New multistate compacts that define common residency rules for online students.
• Legislative proposals in at least a half-dozen statehouses to establish dedicated online learner metrics in performance-based funding.
• Research from bodies such as the State Higher Education Executive Officers Association on cost studies for online program delivery.
• Federal guidance on how Title IV financial aid interacts with state residency funding for online students.

The key question for policymakers is whether to treat online education as a distinct category or integrate it into existing funding streams with special adjustments. Either path will require transparent reporting and periodic review to ensure that public dollars support, rather than penalize, the growing population of online learners in public universities.