How to Turn Coding Audit Findings Into an Effective Education Plan

How to Build a Coding Audit Education Plan From Findings

A coding audit can identify inaccurate code assignment, documentation gaps, missed revenue, and compliance risk. But a list of findings does not improve performance by itself. A coding audit education plan turns those findings into focused education, clear ownership, and measurable follow-up.

The most effective education plans do not treat every finding as an isolated mistake or give every coder the same broad refresher. They organize patterns, identify why the errors occurred, and direct time toward the issues that carry the greatest compliance, revenue, or operational risk.

Sharie Broecker, RHIT, CCS, Director of Coding and Auditing Services at CCS, describes an audit as an opportunity to help a hospital act on what the review uncovered. Sometimes the right response is targeted coder education. In other cases, the finding points to a documentation, query, policy, or workflow problem that the hospital needs to correct.

Broecker brings more than two decades of experience across hospital coding, auditing, payer-side review, and coding leadership. That perspective matters because an effective education plan must account for more than whether a code was right or wrong. It must consider how the finding affects compliance, denials, revenue, documentation, and the hospital's ability to prevent the same issue from recurring.

"On the auditing side, we are able to give feedback and say, 'You need to build this into your process.'" - Sharie Broecker, RHIT, CCS, Director of Coding and Auditing Services at CCS

Use this five-step process to move from audit results to a practical education plan.

1. Group Findings Into Meaningful Patterns

Start by organizing findings so the team can see where errors cluster. Useful groupings may include:

• Coding topic, such as principal diagnosis, modifiers, sequencing, or E/M levels.
• Patient type or service line, such as inpatient, outpatient surgery, emergency department, or professional fee.
• Root documentation dependency, such as missing specificity or conflicting information.
• Individual, team, or workflow step.
• Financial, compliance, or denial impact.

Grouping turns a long spreadsheet into a manageable set of themes. A repeated pattern usually deserves a different response than a one-time error.

Broecker emphasizes that audit work should be shaped around what the hospital is trying to understand and how leadership wants the findings reported. That context matters here. The purpose of grouping is not simply to make the report shorter. It is to make the next action clear.

2. Identify the Root Cause Before Choosing the Education

The same audit finding can have very different causes. A coder may not understand a guideline, may be working from incomplete documentation, may be following an outdated internal policy, or may be navigating a system workflow that encourages the wrong selection.

Ask:

• Is the relevant guidance understood and current?
• Is documentation sufficient to support the correct code?
• Are internal policies clear and consistent with official guidance?
• Is the encoder, EHR, or work queue contributing to the error?
• Is the issue limited to one person or present across the team?

Education is appropriate when knowledge or application is the problem. If the root cause is documentation, policy, or workflow, education alone will not resolve it.

That distinction is especially important when an audit exposes a missing process. Broecker described one hospital whose coders had no formal query pathway and could not return to physicians for clarification. The resulting revenue opportunities could not be recovered through coder training alone. The hospital needed a process change that made clarification possible.

3. Prioritize Compliance and Revenue Risk

Not every finding deserves the same urgency. Rank themes using a simple risk framework:

1. Compliance exposure: Findings that could create unsupported reporting, overcoding, or regulatory risk.
2. Revenue impact: Errors associated with missed reimbursement, avoidable denials, or repeated rework.
3. Frequency: Patterns appearing across multiple records, coders, or service lines.
4. Operational reach: Issues caused by a policy or workflow that can affect many future accounts.

This prioritization helps leaders direct limited education time toward the changes most likely to protect accuracy, compliance, and cash flow.

As Broecker explains, accuracy must remain the priority because the purpose of outside coding and auditing support is to reduce risk, not create more of it. A practical plan therefore begins with findings that could increase denials, delay billing, produce unsupported coding, or cause the hospital to miss revenue.

4. Match the Education to the Finding

Build each education module around the actual audited records and the decisions coders need to make. Effective formats can include:

• Short case-based sessions using de-identified examples.
• One-page tip sheets for a narrow guideline or recurring decision.
• Individual coaching for coder-specific patterns.
• Service-line education when findings are concentrated in one specialty.
• Joint coding and CDI review when documentation drives the result.
• Policy or workflow updates when the audit reveals a system-level issue.

Keep each module specific. State the finding, explain the governing guidance, show the correct application, and give the learner a chance to work through a comparable case.

That specificity reflects Broecker's approach to audit work. She begins by clarifying what the hospital wants to understand, whether the review involves hospital or physician coding, which specialties are involved, how records will be accessed, and how leadership wants findings reported. The education plan should be just as tailored. It should respond to the hospital's actual records, systems, service lines, and decision points rather than relying on a generic training package.

5. Measure Whether Performance Improves

Education should end with a validation plan. Define the expected behavior, the records that will be reviewed, and the date of the follow-up.

Useful measures include:

• Accuracy on the targeted issue before and after education.
• Recurrence rate by finding category.
• Denial or edit volume connected to the issue.
• Financial impact when it can be measured reliably.
• Questions or escalations that show where guidance remains unclear.

Re-audit a focused sample after the team has had time to apply the education. If performance does not improve, revisit the root cause rather than repeating the same training.

The follow-up should be as focused as the education. CCS uses recurring quality review to confirm that coders are applying current guidance and that questions are resolved before they become repeated errors. Hospital leaders can use the same discipline after an audit: define the targeted behavior, review a relevant sample, and decide in advance what improvement will look like.

A Repeatable Coding Audit Education Checklist

• Group findings into patterns instead of treating them as isolated errors.
• Confirm the root cause before assigning education.
• Rank issues by compliance risk, revenue impact, frequency, and reach.
• Use real, de-identified cases to make education practical.
• Assign an owner and completion date for each action.
• Define the follow-up sample and success measure in advance.
• Re-audit and adjust the plan when results do not improve.

Turn Audit Insight Into Sustained Improvement

A strong coding audit should do more than document past performance. It should create a feedback loop that helps coders make better decisions, helps leaders correct documentation or workflow problems, and gives the organization evidence that risk is being reduced.

Learn more about CCS medical coding audit services and how structured review, education, and practical solutions can support hospital accuracy and compliance. Hospital leaders evaluating outside support can also review seven questions to ask a coding company. For teams managing broader capacity or backlog pressure, CCS provides contract coding services.

Contact CCS to discuss a coding audit and education plan for your organization.