Every mortgage lender knows that declined loans represent marketing spend, staff time and operational resources that never convert into funded loans or revenue. Those losses add up quickly in a margin-sensitive environment. In Q3 2025, independent mortgage banks (IMBs) and mortgage subsidiaries of chartered banks reported a pre-tax net production profit of $1,201 per loan originated — up from $950 per loan in Q2 2025. When a lender declines an application after underwriting, their investment up to that point is gone, along with the opportunity to serve a borrower who may have qualified with a different approach.
Down Payment Resource (DPR) recently analyzed $6.5 billion in declined loan volume to uncover what percentage of those loans might have been “salvageable.” The findings were striking: On average, 35% of declined loans could have been funded if the borrower had been matched with an appropriate down payment assistance (DPA) program. That figure is two percentage points higher than our published results from three years ago, and about five points higher than a similar 2023 study by the Urban Institute.
A closer look at the declined loan data
In our examination of declined loans, each decline was categorized by primary reason: credit, employment, property issues, debt-to-income ratio (DTI) and cash-to-close. The analysis focused specifically on loans denied for DTI or cash-to-close constraints, since these borrowers otherwise demonstrated mortgage readiness.
Each file was then cross-referenced against DPA programs available in the borrower’s intended purchase market, which can be further filtered by programs a lender already participates in. On average, more than one-third (35%) of declined loans fell into the “salvageable” category, meaning programs were available that could have bridged the affordability gap. In total, that represented approximately $1.8 billion in potentially recoverable loan volume.
Even more notable was the average assistance amount per eligible borrower: nearly $27,000. With today’s median home price hovering around $500,000 and average loan amounts in our analysis at approximately $263,000, that level of support can materially change qualification outcomes.
Affordability pressure is driving more preventable declines
Affordability remains under significant strain for many homebuyers. According to the Federal Reserve Bank of Atlanta’s Home Ownership Affordability Monitor, housing costs continue to consume a historically high share of household income as home prices, taxes and insurance have outpaced income growth and rate relief. By mid-2025, the annual cost of owning a median-priced home required roughly 47% of median household income, well above pre–Great Recession peaks and far exceeding the traditional 30% affordability benchmark.
As a result, many would-be buyers are hitting lender DTI ceilings not because of poor financial habits, but because housing costs have grown disproportionately relative to wages. This dynamic has contributed to a rise in DTI- and liquidity-driven denials, many of which may be addressable through restructuring loans with down payment programs.
DPA programs do more than fill a financial gap; they can materially alter a loan’s risk profile. By restructuring loans with down payment programs, the loan-to-value (LTV) ratio declines by an average of 8.8%, up from 6% in prior years.
That shift can be significant. Lower LTVs may enable borrowers to transition from FHA to conventional financing, eliminate upfront mortgage insurance premiums or qualify for more favorable MI pricing and interest rates. The financial impact compounds — improving both borrower affordability and lender execution.
Why lenders are often surprised by their own numbers
When lenders review declined loan data through this lens, the response is often surprising. Many underestimate the number of potentially fundable loans that are lost after initial underwriting decisions.
Part of the issue is structural. Loan officers and underwriters are trained to prioritize active pipeline management, meaning the loans most likely to close. Once a file is declined, it typically exits the workflow. Without a formal second-look process, opportunities tied to DTI or liquidity constraints can go unexamined. And this doesn’t even account for would-be borrowers who are turned away before applying because they’re told they wouldn’t qualify before they even try.
As a countermeasure, institutions that conduct this analysis frequently implement a structured secondary review process before final declination, assigning specialized underwriters or a designated team to evaluate DPA eligibility for loans denied due to DTI or cash-to-close limitations.
Next, they uncover internal awareness gaps. In some cases, lenders who have already approved hundreds — even thousands — of programs find that loan officers rarely surface those options. We’ve seen analyses where borrowers who could have benefited had access to an average of more than 10 eligible programs per applicant.
Moving DPA from exception to workflow
The broader takeaway is that DPA should not be treated as a niche or a last resort. Borrowers who are declined for DTI or liquidity reasons are often creditworthy but constrained by upfront capital requirements. Integrating DPA evaluation into both origination and post-decline workflows can expand access to credit while improving production efficiency.
Declined loan analysis provides lenders with quantifiable insight into how many applications could have succeeded under a more structured program review. In a market defined by thin margins and elevated affordability pressure, optimizing loans already in the pipeline may be one of the most controllable growth levers.
The borrowers exist. Down payment programs are widely available. For lenders willing to scrutinize their own declined data, the opportunity may already be embedded within their current production.
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Sean Moss is executive vice president of product and operations at Down Payment Resource.
This column does not necessarily reflect the opinion of HousingWire’s editorial department and its owners. To contact the editor responsible for this piece: [email protected].
