Rifan Muazin
This article serves as the concluding installment in a four-part series produced by Getting Smart in partnership with Britebound, examining the systemic design choices that transform dual enrollment from a transactional credit-earning opportunity into a transformative educational pathway.
Introduction: The Student at the Crossroads
For a seventeen-year-old student, a course catalog is often little more than a dense, intimidating labyrinth of academic jargon—a collection of abbreviations and prerequisites that feels disconnected from their lived reality. In the preceding three installments of this series, we explored the mechanics of design, access, transfer, and institutional partnerships. Yet, even the most elegantly designed dual enrollment (DE) program can wither if it lacks the structural bedrock to support it.
As we conclude this series, we turn our attention to the two "invisible forces" that dictate the sustainability of these programs: the architecture of funding and the integrity of success metrics. These elements do not merely support the program; they define whether a dual enrollment model serves as a bridge to opportunity or a gateway to systemic exclusion.
Funding Structures: The Engine of Equity
Money is rarely neutral; it acts as a silent architect of behavior. In the realm of dual enrollment, how a program is funded determines whether a student remains anchored within a supportive high school ecosystem or is effectively pushed into the periphery of higher education.
The Massachusetts Model: A Case for Intentional Investment
In states like Massachusetts, policymakers have moved beyond passive funding toward proactive, dedicated public investment. By implementing per-credit reimbursement models and providing planning grants, the state enables districts and colleges to build robust, collaborative frameworks before a single student enrolls.
Research suggests that this intentionality is not merely "nice to have"—it is the fundamental mechanism required to close equity gaps at scale. By funding the "infrastructure of connection," Massachusetts has signaled that dual enrollment is a public good rather than an incidental perk. This approach allows districts to invest in wraparound support services, such as specialized academic advising, transportation, and college-readiness coaching, which are essential for students from low-income backgrounds and students of color.
The Risk of Disconnection: The "Independent" Trap
Conversely, funding can inadvertently undermine student success. Many jurisdictions offer "open enrollment" options that allow students to bypass their high school’s guidance infrastructure to enroll directly in college courses. While this may offer the illusion of speed and autonomy, it often severs the vital link between the student and the wraparound supports offered by their secondary institution.
When a seventeen-year-old navigates the college system in isolation, they lose the scaffolding—mentorship, social-emotional support, and academic monitoring—that the high school provides. Strong models acknowledge this trade-off. They operate under the philosophy that staying within a supported, high-school-integrated pathway must be as frictionless and rewarding as independent enrollment. If the funding model incentivizes students to "go it alone," the district is likely failing to provide the stability required for long-term persistence.
Measuring What Actually Matters: Redefining Success
The second pillar of sustainability is the honesty of a district’s evaluation framework. Too often, school systems fall into the trap of measuring "vanity metrics"—participation rates, the number of seats filled, or the total volume of credits earned. While these figures are easy to report, they offer a shallow view of impact.
Moving Beyond Participation
Meaningful evaluation requires a shift toward longitudinal outcomes. Are students who participate in dual enrollment persisting into their second year of college? Do they enroll in post-secondary education immediately upon graduation? Are they navigating their chosen pathways successfully years later?
During our research, a recurring theme was a healthy skepticism toward long-horizon metrics, such as wage growth at age thirty. While such data is economically significant, it is far too distal to be actionable for a school administrator. By the time a student reaches thirty, the window to influence their high school experience has closed. The strongest models prioritize "mid-horizon" indicators:
- Credit accumulation patterns: Are students taking "filler" credits or credits that count toward a degree?
- Counselor-student interaction data: How often are students engaging in meaningful post-secondary planning?
- Equitable representation: Are enrollment patterns in dual enrollment mirroring the demographic makeup of the district at large?
The "Visibility" Test
The final, and perhaps most important, measure of a program’s health is transparency. We suggest a simple litmus test: Could a student or their family, without any assistance from a counselor, find a clear, accurate, and trustworthy map of all available dual enrollment options? If the answer is no, the district has a fundamental design flaw. A transparent, user-friendly, and centralized "map" of opportunities is the most effective way to ensure that dual enrollment is not a "best-kept secret" for the privileged, but a visible door for everyone.
Chronology of Reform: A Four-Part Journey
To understand the complexity of these programs, one must view the evolution of dual enrollment not as a static policy, but as a multi-stage process:
- Phase One: Design & Access. The initial phase focuses on removing institutional barriers, such as GPA minimums or restrictive prerequisite requirements, that historically excluded marginalized students.
- Phase Two: Partnership Building. Districts move from transactional agreements to deep, inter-institutional collaborations where high schools and colleges share responsibility for student success.
- Phase Three: Sustainable Funding. The shift from ad-hoc, grant-dependent funding to long-term, state-level investments that provide stability for both the student and the institution.
- Phase Four: Evaluative Integrity. The final maturation point where the district stops measuring "how many" and starts measuring "how well," using data to continuously iterate and improve the student experience.
Implications for Policy and Practice
The implications of this framework are clear: a "strong" dual enrollment program is not defined by a single metric. It is defined by a series of deliberate, recursive choices made in favor of students who have not yet had a reason to view higher education as a space built for them.
Official Perspectives
Leaders in the field argue that the next wave of dual enrollment reform must prioritize "Equity-First" funding. As one organizational leader noted, "If you aren’t actively tracking which subgroups are opting into these programs and which are being left behind, you aren’t running an equity program—you’re running a boutique opportunity for the already-prepared."
The Call to Action
We are sharing this framework because we know there are districts and programs across the nation quietly doing this work with excellence. They are not chasing headlines; they are chasing outcomes. If you are an educator or administrator working in a model that demonstrates these principles, we encourage you to share your story. We are not looking for programs that check every box perfectly; we are looking for the distinctive models that solve problems in ways that provide a roadmap for the rest of the country.
Conclusion: Opening the Door
In the end, the principles outlined in this series—design, access, transfer, partnership, support, funding, and evaluation—do not exist for their own sake. They exist to dismantle the exclusionary walls of academia.
When a student flips through their course catalog, they should not see a list of confusing abbreviations or a daunting set of hurdles. They should see a series of open doors. Every choice a district makes—how they fund their courses, how they measure their success, how they talk to their students—is a decision about who gets to walk through those doors.
We believe that by focusing on sustainable funding and honest, meaningful measurement, we can ensure that every student, regardless of their background, finds a path that is not only accessible but explicitly designed for their success. It is time to move beyond the catalog and toward a future where dual enrollment is a standard, equitable, and transformative component of the American high school experience.
Laily UPN
Nila Kartika Wati
