Graduation rates are among the most widely cited and influential metrics in higher education. They shape institutional rankings, inform state and federal funding decisions, guide accreditation reviews, and influence how the public evaluates colleges and universities. Because they are standardized and easy to interpret, graduation rates are often treated as definitive indicators of institutional effectiveness.
But there is a problem. Graduation rates only tell part of the story, and in some cases, they obscure more than they reveal overall.
For institutional researchers and higher education leaders, this is not a new realization. However, as student pathways become increasingly complex, the gap between what graduation rates measure and what students actually experience continues to widen. Understanding this gap is essential for institutions committed to access, equity, and student success.
What are the Limits of a Traditional Metric and Who Gets Left Out?
At their core, graduation rates are built on the traditional vision that students enroll directly after high school, attend continuously, and graduate on time from a single institution. The standard federal measure specifically tracks first-time, full-time student cohorts and evaluates whether they completed a degree within a defined time frame, typically 150% of the expected program length. This raises an important question for institutional research and higher education leaders:
Are we measuring student success, or are we measuring adherence to a traditional enrollment and completion model?
Contemporary student pathways are becoming more complex. According to the Transfer Enrollment and Pathways report, student mobility and non-linear enrollment patterns have become the norm. When institutions rely solely on graduation rates, they risk overlooking large segments of their student population. A closer look at enrollment and outcome data from the National Center for Education Statistics (NCES) shows that student success is not captured by traditional cohort measures. These include students who:
- Transfer to another institution and successfully complete a degree
- Swirl, or stop out temporarily due to employment, caregiving, or financial constraints and later return
- Earn certificates or industry-recognized credentials with measurable labor market value
- Progress steadily but complete their degrees outside standard time-to-degree windows
Under federal reporting definitions, many of these students are categorized as non-completers. This classification has real consequences. It shapes how institutions are evaluated, how resources are allocated, and how success is defined. More importantly, it can obscure the achievements of students who are making meaningful educational progress under complex circumstances. When viewed through this lens, the traditional graduation rate begins to look less like a measure of success and more like a measure of conformity to a specific pathway.
Rethinking What Student Success Strategies Look Like.
If graduation rates do not fully capture student success, what should institutions measure instead?
In recent years, researchers and policy organizations have called for a broader, more inclusive framework for evaluating outcomes. This framework recognizes that student success is multidimensional and cannot be reduced to a single metric. Key indicators of a more comprehensive approach include:
- Credit Momentum and Accumulation: Tracking how quickly and consistently students earn credits provides insight into their progress, even if they are not enrolled full-time. Research suggests that credit accumulation is a strong predictor of eventual completion.
- Transfer and Mobility Outcomes: Students who transfer and complete degrees elsewhere represent successful outcomes that are often invisible in institutional graduation rates. Incorporating cross-institutional data helps capture these pathways more accurately.
- Post-Completion Outcomes: Employment, earnings, and continued education are critical indicators of student success. These outcomes align closely with the goals many students have when entering higher education.
- Longitudinal Completion: Extending the graduation rate window beyond the 150% time, e.g., six years for four-year degree granting institutions, graduation rates increase significantly especially for adult learners, part-time, and first-generation students. This allows institutions to recognize students who take longer paths to ultimately achieve their goals.
- Organizations such as Lumina Foundation and the Institute for Higher Education Policy have emphasized the importance of policies that align metrics with how students actually move through educational systems.
The Role of Institutional Research (IR)
Institutional research offices are uniquely positioned to lead this shift. By integrating internal data with external sources such as the Some College, No Credential (SCNC) report, IR professionals can track student outcomes across institutions and over time. This allows for a more complete understanding of student trajectories and institutional impact.
More importantly, institutional research can translate complex data into clear, actionable insights for campus leaders, policymakers, and the public. This work involves more than producing reports. It requires reframing how success is defined and communicated. Instead of reporting a single graduation rate, for example, institutions can present a portfolio of outcomes that includes transfer success, extended completion, and workforce alignment. This approach provides a richer and more accurate picture of institutional effectiveness.
It also supports more equitable analysis by highlighting differences in pathways across student populations, including adult learners, part-time students, and historically underserved groups.
Why This Matters for Equity
Research indicates that geographic, financial, and structural barriers shape how students engage with higher education. Students from low-income backgrounds, or first-generation students and adult learners, are more likely to follow non-traditional success pathways. They are also more likely to attend part-time, stop out due to financial pressures, or transfer between institutions.
When success is defined narrowly, these students are disproportionately represented among non-completers, even when they achieve meaningful educational and economic outcomes. Expanding success metrics allows institutions to better recognize and support diverse student experiences. It also aligns more closely with institutional missions centered on access and opportunity.
Moving Toward a More Complete Narrative
Graduation rates are not inherently flawed. They serve an important purpose in providing standardized benchmarks and supporting accountability. However, they don't capture the full complexity of student success. Challenges arise when they are treated as definitive.
A more effective approach is to situate graduation rates within a broader context; one that includes multiple measures and acknowledges diverse pathways. This does not eliminate the value of graduation rates; it enhances it by providing the context needed for accurate interpretation. Institutions that adopt this approach are better positioned to:
- Communicate transparently with stakeholders
- Design policies and interventions that reflect student realities
- Align data practices with the institution's mission and strategic priorities
- Support data-driven continuous improvement
Ultimately, the goal of institutional research is not simply to report data, but to ensure that data tells a meaningful and accurate story.
The Winding Path to Student Success
Student success is not linear. It is shaped by a wide range of factors, including financial constraints, work obligations, family responsibilities, and institutional structures. As student pathways evolve, so too must the metrics used to evaluate them. Graduation rates remain an important part of the conversation, but they are not the whole story. By expanding how success is defined and measured, institutions can move closer to a more honest, inclusive, and actionable understanding of student outcomes. Institutional research plays a critical role in this effort, helping to ensure that data reflects not just what is easy to measure, but what truly matters.
If higher education is committed to serving today’s students, then it must also be committed to measuring their success in ways that reflect their lived experiences. Our team can help your institution measure that lived experience. Ellucian, through its AI-powered software, services, and cloud-based SaaS solutions, provides predictive analytics, early-alert systems, integrated advising tools, and centralized student data capabilities. These solutions will help your institution proactively identify at-risk students, personalize interventions, improve retention, and increase graduation outcomes. The goal is not just to count who graduates; it is to understand how students succeed.
