Analysis of student loan debt forgiveness

An analysis of recent U.S. Census Bureau data shows that parts of the student debt forgiveness plan announced by the administration last month — one of the largest ever — would completely eliminate student debt for a number of borrowers.

The plan would forgive up to $10,000 in federal student debt for individuals making less than $125,000 a year and married couples making less than $250,000 a year. Additionally, the student loans of income-eligible individuals who received Pell grants would be reduced by up to $20,000.

The Census Bureau’s recently released 2021 Survey of Income and Program Participation (SIPP) provides information about student debt balances as of December 31, 2020. Although loan balances would normally change over two years, pandemic policies allowed borrowers to temporarily pause payments without interest.

The 2021 SIPP data show that the plan to reduce student loans by $10,000 would completely wipe out balances for 29.0% of those with student debt and that certain demographic groups would benefit more than others.

In addition, any payments made after March 2020 can be refunded and then forgiven. Because of this, amounts owed in student debt in 2020 can serve as an approximation of loan balances in 2022.

In this article, we investigate who among adults not enrolled in college with at least a high school degree will benefit — and by how much — from this proposed policy, assuming all reported student loans in the SIPP are federal and that no one’s student debt will be reduced by more than $10,000.

Who Will Benefit From $10,000 in Student Loan Forgiveness?

The 2021 SIPP data show that the plan to reduce student loans by $10,000 would completely wipe out balances for 29.0% of those with student debt and that certain demographic groups would benefit more than others.

Some of the largest reductions are expected among Hispanic individuals with an associate degree. A $10,000 reduction in student loans reduces the percentage with any student debt from 14.4% to 7.7%.

While the estimated erasure of student loans is largest for non-Hispanic associate degree holders who are Black alone (identified as Black through the rest of this story) — from 19.9% to 12.6% — this reduction is not statistically different from the reduction for any other race-by-education group.

Figure 1. Share With Student Debt Before and After Proposed Debt Forgiveness by Race and Education: 2020

Individuals with advanced degrees are expected to experience some of the smallest reductions in student loan holding, varying from 1.6 to 3.2 percentage points across race and ethnic groups. These reductions are also small compared to the percentage who held any student debt before forgiveness.

The likely reasons for the differences by education: larger amounts of debt or higher incomes making them ineligible for loan forgivenessAdvanced-degree holders on average had higher student debt ($69,000) than associate-degree holders ($22,000).

Based on income, the share of advanced-degree holders with student debt eligible for debt forgiveness ranges from 75.6% of non-Hispanics who are neither Black nor White to 85.6% of Black borrowers. People who are neither Black nor White include Asian, American Indian or Alaska Native, Native Hawaiian or Other Pacific Islander and mixed-race individuals. 

However, over 90% of borrowers with an associate degree in all race groups would qualify.

Women typically earn less than men and are more likely to not only have student debt but to owe more than men. As a result, they may have a harder time paying off student loans.

It’s estimated Black and Hispanic women are expected to experience some of the largest reductions in the percentage with any student loans from the $10,000 relief plan: 5.4 and 4.7 percentage points, respectively.

White men are expected to experience among the smallest reductions (2.4 percentage points).

Figure 2. Share With Student Debt Before and After Proposed Debt Forgiveness by Race and Sex: 2020

How Much of a Difference Can $10,000 in Student Loan Relief Make?

Because student debt burden is sometimes high relative to income, student loans can go hand in hand with other types of unsecured debt. This means student loan forgiveness is expected to have a significant impact on individuals’ overall unsecured debt burden.

Unsecured debt — such as student, credit card or medical debt — is not backed by an asset the way a house backs a mortgage because lenders cannot repossess someone’s education if the individual fails to pay a student loan.

The $10,000 reduction in student debt would decrease the amount of total unsecured liabilities owed by 33.0% on average of those who have any student debt.

Hispanic individuals with a high school degree but no college degree (43.2%) and associate degrees (38.4%) are expected to experience among the greatest reduction in what they owed in unsecured loans. Non-Hispanic individuals who are neither White nor Black with a high school degree, but no college degree (51.7%) and associate degrees (52.2%) are also expected to experience among the greatest reduction of unsecured amounts owed.

Figure 3. How Much Proposed Debt Forgiveness Policy Would Cut Unsecured Debt by Race and Education: 2020

The $10,000 reduction in student loans is expected to have some of the smallest impacts on unsecured amounts owed by those with advanced degrees: between 17.5% and 24.2% in unsecured debt across race and ethnic groups.

Hispanic women (40.4%) are expected to experience among the largest shares of unsecured debt relief.

Figure 4. How Much Proposed Debt Forgiveness Policy Would Cut Unsecured Debt by Race and Sex: 2020

About the Data

The strength of SIPP data — and survey data more generally — does not lie in estimating the total number of borrowers whose student debt will be eliminated entirely or the total dollar amount of outstanding student debt that will be relieved. 

Rather, the strength of SIPP data is its rich description of who will benefit and how much of a difference student loan forgiveness might make in the context of student loan borrowers’ assets and other debts.

In addition, SIPP returns to interview the same individuals over the course of several years. 

Consequently, future SIPP data will show how student loan forgiveness affected sample members’ student loan balances as well as any subsequent influences on their family formation, business formation, program participation and well-being (financial or otherwise).

SIPP does not ask borrowers whether their student loans are federal or private. Estimates from other sources are that private student loans made up less than 15% of total student debt in 2012. As a result, this research assumes all student loans are federal and this assumption tends to bias the impact on debt burden upwards.

SIPP does not collect information about Pell grant recipients, who would get up to a $20,000 debt relief on federal student loans. This research assumes student debt reduction of no more than $10,000, which tends to bias the impact on debt burden downwards.

We are unable to determine the overall value of the counteracting effects from the above assumptions.

SIPP is a nationally representative, longitudinal survey administered by the Census Bureau that provides comprehensive information on the dynamics of income, employment, household composition and government program participation.

More information about SIPP data quality is available on the SIPP’s Technical Documentation page

Neil Bennett is an economist in the Census Bureau’s Social, Economic, and Housing Statistics Division.

Michael D. King and Mark A. Klee are survey statisticians in the Census Bureau’s Social, Economic, and Housing Statistics Division.

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