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So You Think You Can Code?
So You Think You Can Code?
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Pdf Summary
This project addressed widespread inpatient coding inaccuracy in hospital medicine, a problem often driven by limited training and heavy reliance on complex MDM-based coding. The consequences include lost revenue, staffing inefficiencies, and increased audit risk. At the authors’ institution, baseline coding accuracy was only 51%, creating significant financial and compliance concerns.<br /><br />To improve performance, the team designed a simplified, longitudinal, case-based, time-focused coding curriculum for hospitalists. The interprofessional implementation team included a physician coding champion, an administrator, and a billing and coding specialist. Key tools included single-slide summaries for each code with time thresholds and requirements, vetted EHR dot phrases, and real-time support from a billing and coding specialist during education sessions.<br /><br />The intervention shifted clinicians toward time-based coding and emphasized practical, engaging education rather than dense coding rules. Results were strong: audit accuracy increased from 51% to 93% between 2023 and 2025. The program also improved use of newer and existing billing codes, including 99418 and 99291, and increased work RVUs by 22%, generating more revenue than would be expected from CMS changes alone.<br /><br />The authors conclude that a simple, interprofessional, time-based coding curriculum can substantially improve coding accuracy, reduce compliance risk, and better align provider work with institutional value without increasing patient volume. They note, however, that barriers remain, including scarce coding education resources tailored to hospital medicine, resistance to changing established practice patterns, and the need to sustain gains through continued investment and education.
Asset Subtitle
Warren Gavin
Meta Tag
Author List
Areeba Kara, C'Aira Hermesch, Jake Gibbs MBA, Jason Russ, Warren Gavin
Category
Innovations
Concept
Inpatient Coding
Concept
Time-Based Coding
Concept
Coding Education Program
Concept
Financial Loss
Concept
Audit Risk
Distinguished
Non-Finalist
Presenter Organization
Indiana University School of Medicine
Presenting Author
Warren Gavin
Track
Value in Hospital Medicine
Keywords
inpatient coding
hospital medicine
coding accuracy
time-based coding
medical decision making
billing and coding
audit risk
revenue improvement
interprofessional education
work RVUs
Inpatient Coding
Time-Based Coding
Coding Education Program
Financial Loss
Audit Risk
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