Administrative database concerns: accuracy of International Classification of Diseases, Ninth Revision coding is poor for preoperative anemia in patients undergoing spinal fusion
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Nicholas S Golinvaux1, Daniel D Bohl, Bryce A Basques
1From the Department of Orthopaedics and Rehabilitation, Yale School of Medicine, New Haven, CT.
Insights
International Classification of Diseases, Ninth Revision (ICD-9) codes have low sensitivity for identifying preoperative anemia in spinal fusion patients. This highlights potential inaccuracies in administrative databases, impacting research validity.
Area of Science:
- Spine surgery research
- Medical coding accuracy
- Anemia detection
Background:
- National database research in spine surgery is increasing.
- Validity of studies relies on accurate ICD-9 coding.
- Previous studies show poor ICD-9 sensitivity for conditions like obesity and infection.
Purpose of the Study:
- To evaluate the accuracy of ICD-9 codes in identifying preoperative anemia.
- To assess the reliability of administrative data for spine surgery research.
Main Methods:
- Cross-sectional study at an academic medical center.
- Compared hospital-reported anemia ICD-9 codes with chart-documented hematocrits.
- Defined preoperative anemia based on hematocrit thresholds (females <36.0%, males <41.0%).
Main Results:
- 37 of 260 patients (14.2%) had preoperative anemia.
- Only 10 patients (3.8%) received an anemia ICD-9 code.
- ICD-9 code sensitivity for anemia was 0.19, with specificity 0.99.
Conclusions:
- ICD-9 coding demonstrates potential inaccuracies for preoperative anemia.
- Findings raise concerns about the reliability of administrative databases for comorbidities.
- Emphasizes the need to consider data quality in relation to research purpose.
Study Design:
Cross-sectional study.
Objective:
To objectively evaluate the ability of International Classification of Diseases, Ninth Revision (ICD-9) codes, which are used as the foundation for administratively coded national databases, to identify preoperative anemia in patients undergoing spinal fusion.
Summary Of Background Data:
National database research in spine surgery continues to rise. However, the validity of studies based on administratively coded data, such as the Nationwide Inpatient Sample, are dependent on the accuracy of ICD-9 coding. Such coding has previously been found to have poor sensitivity to conditions such as obesity and infection.
Methods:
A cross-sectional study was performed at an academic medical center. Hospital-reported anemia ICD-9 codes (those used for administratively coded databases) were directly compared with the chart-documented preoperative hematocrits (true laboratory values). A patient was deemed to have preoperative anemia if the preoperative hematocrit was less than the lower end of the normal range (36.0% for females and 41.0% for males).
Results:
The study included 260 patients. Of these, 37 patients (14.2%) were anemic; however, only 10 patients (3.8%) received an "anemia" ICD-9 code. Of the 10 patients coded as anemic, 7 were anemic by definition, whereas 3 were not, and thus were miscoded. This equates to an ICD-9 code sensitivity of 0.19, with a specificity of 0.99, and positive and negative predictive values of 0.70 and 0.88, respectively.
Conclusion:
This study uses preoperative anemia to demonstrate the potential inaccuracies of ICD-9 coding. These results have implications for publications using databases that are compiled from ICD-9 coding data. Furthermore, the findings of the current investigation raise concerns regarding the accuracy of additional comorbidities. Although administrative databases are powerful resources that provide large sample sizes, it is crucial that we further consider the quality of the data source relative to its intended purpose.
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