Transfer Students and College Outcomes: Understanding the Full Student Journey

This article is part of a series examining how college data, student populations, transfer patterns, financial outcomes and artificial intelligence can affect the way institutional outcomes are understood.

A transfer student isn’t starting college. They’re continuing it. That seems obvious, but it becomes important when we start looking at college outcomes. The institution where a transfer student enrolls today may be one stop in a much longer academic journey that spans years, multiple institutions, credits earned, debt accumulated and periods when the student wasn’t enrolled at all. Understanding the outcome means understanding some of what happened before the student arrived.

Transfer Students Bring More Than Credits

Most conversations about transfer students start with credits. How many will transfer? How many will actually apply toward the degree? How much does the student have left to complete? Those are important questions, but a transfer student brings more than a transcript. They bring prior college experience, they may bring existing student debt, and for students returning after stopping out, they bring whatever circumstances contributed to leaving college before completing a credential.

Federal financial aid rules recognize some of this history. Before disbursing Title IV funds to a transfer student, an institution must review the student’s financial aid history. Previous federal aid and borrowing can affect the amount of additional aid available to the student, including annual and aggregate federal loan limits.

So, while we tend to think primarily about transfer credits, there are really three parts of the student’s previous college experience worth considering:

Prior Credits + Prior Debt + Prior College Experience = Continuing Student Journey

That last one may be the easiest to overlook. A student with some college but no credential has already tried college. Whatever happened during that experience is part of their story too.

The Financial History Doesn’t Start Over

Consider a student who borrowed while attending one college, stopped attending, and several years later enrolled somewhere else. The new institution didn’t create the previous debt. But the student may arrive carrying an existing student loan balance that is in deferment or repayment. Regardless of where that debt originated, the financial responsibility and obligation to repay it remain part of the student’s financial reality during and after their academic journey.

This is different from how institutional debt can be reported. Federal reporting can appropriately associate borrowing with the institution where it occurred. The student’s financial life isn’t divided quite as neatly. Previous federal borrowing can also affect how much additional borrowing remains available because aggregate loan limits consider qualifying outstanding federal student loan debt.

That raises another interesting question: what happens to institutional repayment measures when the same borrower accumulated debt while attending multiple colleges? That’s a separate issue and one worth exploring on its own in Student Loan Repayment Data: Understanding the Multi-Institution Student.

Millions of College Journeys Remain Unfinished

Research from UPCEA and StraighterLine points to more than 41.9 million Americans with some college experience but no credential. Their research also found financial barriers, changing perceptions about the value of a degree and institutional trust among the factors influencing whether these adults consider enrolling again.

It’s worth thinking about what that 41.9 million actually represents. These aren’t people deciding whether they should attend college for the first time. They’ve already attended. Some started at community colleges, some at public universities and some at private institutions. Some attended several schools. Some borrowed money. Some accumulated only a few credits while others may have completed a substantial portion of a degree.

What they share is pretty simple: they started college, but that path didn’t end with a credential.

The Student Journey Isn’t Always a Straight Line

Consider a student who starts at Community College A, earns 24 credits and stops. Later, the student enrolls at University B, earns another 18 credits and stops again. Several years pass before the student enrolls at University C, transfers eligible credits and eventually completes a bachelor’s degree.

The degree comes from University C, but the student’s college journey didn’t. Their education happened across all three institutions. Their credits may have come from all three. Their student borrowing may have come from more than one. The circumstances surrounding each enrollment may have been completely different.

This is also why student population matters when interpreting graduation rates. As discussed in Understanding College Graduation Rates: Why Student Population Matters, traditional IPEDS Graduation Rates focus on first-time, full-time students. A transfer student arriving at a new institution isn’t a first-time college student.

NCES addresses some of this through IPEDS Outcome Measures, which broaden the population to include non-first-time students and students attending part-time. That gives us a better view of students whose college experience doesn’t begin and end at a single institution under a traditional first-time, full-time model.

None of this means traditional graduation rates are wrong or aren’t useful. Different measures answer different questions. Even broader Outcome Measures, however, begin measuring the student from the point they enter the reporting institution. The student’s actual educational journey may have started years earlier.

What Needs to Be Different This Time?

Higher education understandably looks at 41.9 million Americans with some college and no credential and sees an enormous population of potential returning students. Maybe that’s not the best place to start. These students already made the decision to attend college once. A better question might be: What needs to be different this time?

Maybe cost interrupted the first attempt. Maybe work became more demanding or family responsibilities changed. Maybe the institution wasn’t flexible enough for the student’s circumstances. Maybe credits didn’t apply the way the student expected. Or maybe someone simply wasn’t ready for college at 19 and is a completely different person at 34.

There isn’t one explanation for why millions of people have some college and no credential, and the UPCEA/StraighterLine research itself cautions against treating the population with a one-size-fits-all approach. Simply asking whether these students should “go back to college” misses part of the issue.

Go back to what?

For someone returning with previous college experience, choosing a university isn’t quite the same decision as choosing one for the first time. How much of my previous education still counts? How much do I actually have left to complete? How much more will I need to borrow? What kept me from finishing before? Have my circumstances changed? Is the institution I’m considering structured for the life I have now? And perhaps most importantly, is this educational path meaningfully different from the one that didn’t get me to completion before?

For millions of Americans who have already invested time, effort and money in college without earning a credential, the next decision isn’t really about starting college. It’s about finishing what they started.

College outcome data can help inform that decision. Graduation rates matter. Transfer outcomes matter. Debt matters. Cost matters. But a transfer student’s educational history may span years, institutions, credits earned, debt accumulated, stops and restarts. Understanding the outcome means understanding more than the institution where the student happens to be enrolled today.

For someone coming back to college, perhaps the outcome that matters most is whether the next stop finally becomes the last one.