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Trends in ICD-10-CM-Coded Administrative Datasets for Injury Surveillance and Research.
Julia F Costich1, Dana B Quesinberry1, Lara K Daniels1
1From the Kentucky Injury Prevention & Research Center and the Department of Health Management and Policy, University of Kentucky College of Public Health, Lexington.
Financial incentives and electronic health record features can impact injury surveillance data quality. Further research is crucial to ensure the accuracy of injury epidemiology findings.
Area of Science:
- Public Health
- Health Informatics
- Medical Coding
Background:
- Accurate injury surveillance relies on administrative datasets for billing and reimbursement.
- Existing research focuses on case definitions for identifying injury cases.
- Clinical coding trends may affect the consistency and quality of surveillance data.
Approach:
- Conducted a literature review and interviewed coding experts to identify coding trends.
- Analyzed data from two hospitals comparing physician coding versus professional coding for emergency department data.
- Assessed the proportion of missing external cause of injury codes and statistical significance.
Key Points:
- Clinical Documentation Improvement (CDI) audits may impact injury data integrity.
- Physician self-coding in emergency departments showed higher rates of external cause coding.
- Widespread use of "copy and paste" in electronic health records may inflate reported injury data.
Conclusions:
- Financial motivations in healthcare administration can compromise injury surveillance data consistency.
- The integrity of surveillance findings may be misled by current coding practices.
- Further investigation is essential to ensure the reliability of injury surveillance data.
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