This blog is part of our series: Operational Triggers That Signal It’s Time for Coding Support
Growing coding backlogs and rising DNFB often signal more than a temporary delay. In many healthcare organizations, these trends point to deeper issues with coding capacity, staffing, workflow efficiency, or sustained volume pressure.
In this blog, we break down why coding backlogs develop, what DNFB trends may be telling you, and how organizations can stabilize operations without sacrificing coding accuracy.
A backlog is typically the result of gradual imbalance—not a single event.
It builds when:
Because the change is incremental, it often goes unnoticed until the backlog becomes difficult to manage.
By the time it’s visible, the underlying issue has usually been in place for some time.
DNFB (Discharged Not Final Billed) is often tracked as a financial or operational KPI.
But it’s more than that—it’s an early indicator of coding strain.
When DNFB begins to trend upward, it may reflect:
Treating DNFB as just a number to bring down can miss the bigger picture. The goal isn’t simply reduction—it’s understanding what’s driving the increase in the first place.
When backlogs grow, the instinct is to accelerate.
Teams shift into catch-up mode—working faster, extending hours, and pushing volume through the system.
While this may reduce backlog temporarily, it can introduce new challenges:
In other words, the effort to fix the backlog can unintentionally create additional downstream work.
One of the most common frustrations organizations face is that backlogs return—even after they’ve been resolved once.
That’s because many backlog reduction efforts focus on the symptom (volume) rather than the cause (capacity or process).
Without addressing the underlying issue:
As a result, the cycle repeats.
Like short-term gaps, backlog-related challenges often build gradually.
Some key indicators include:
These signs suggest that the issue is no longer temporary—and may require a different approach.
Addressing a backlog effectively requires more than speed. It requires balance.
Stabilization efforts should focus on:
The objective isn’t just to eliminate the backlog—it’s to prevent it from recurring.
Organizations that successfully manage backlogs tend to take a more proactive approach.
That includes:
Because once a backlog reaches a certain point, recovery becomes more complex—and more resource-intensive.
Next: When Coding Support Becomes a Strategic Decision
Long-term coding support can help organizations move from reactive problem-solving to greater stability, consistency, and scalability.
For more than 30 years, HIA has been the leading provider of compliance audits, coding support services and clinical documentation audit services for hospitals, ambulatory surgery centers, physician groups and other healthcare entities. HIA offers PRN support as well as total outsource support.
The information contained in this coding advice is valid at the time of posting. Viewers are encouraged to research subsequent official guidance in the areas associated with the topic as they can change rapidly.