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Published on: March 25, 2022
Administrative codes may have limited utility in diagnosing biliary colic in emergency department visits: A
Jordan Nantais1,2, Muhammad Mansour1,3, Charles de Mestral4,5
1Division of General Surgery, St. Michael's Hospital, Unity Health Toronto, Toronto, ON, Canada.
Insights
Administrative codes for biliary colic are moderately inaccurate, with 26.5% of patients misclassified. This impacts the study of biliary colic and may introduce bias in research relying solely on these codes.
Area of Science:
- Gastroenterology
- Health Informatics
- Epidemiology
Background:
- Biliary colic is a frequent reason for emergency department visits.
- The natural history and surgical indications for biliary colic require further clarification.
- Current population-level studies often rely on administrative codes, which may lack diagnostic precision.
Purpose of the Study:
- To validate the accuracy of International Statistical Classification of Diseases and Related Health Problems, 10th Revision, Canadian modification (ICD-10-CA) codes for identifying biliary colic.
- To assess the ability of ICD-10-CA codes to differentiate biliary colic from other biliary diagnoses like cholecystitis.
- To evaluate the reliability of administrative data in studying the epidemiology of biliary colic.
Main Methods:
- A retrospective validation study was conducted using administrative data from two large academic hospitals.
- Patient charts with ICD-10-CA codes for biliary colic presenting to the emergency department between 2012 and 2018 were reviewed.
- Diagnostic agreement was assessed by comparing administrative codes against individually abstracted patient charts.
Main Results:
- A total of 991 patient charts were analyzed.
- A misclassification rate of 26.5% was observed, yielding a positive predictive value of 73% for biliary colic codes.
- The primary reasons for misclassification included the absence of gallstones (49.8%) and diagnoses of acute cholecystitis (27.8%).
Conclusions:
- The use of ICD-10-CA codes alone to identify biliary colic is subject to moderate inaccuracy.
- Relying solely on these codes may lead to misdiagnosis and bias in epidemiological research on biliary colic.
- Further refinement of diagnostic criteria or data validation is necessary for accurate population-level studies of biliary colic.
Backgrounds/Aims:
Biliary colic is a common cause of emergency department (ED) visits; however, the natural history of the disease and thus the indications for urgent or scheduled surgery remain unclear. Limitations of previous attempts to elucidate this natural history at a population level are based on the reliance on the identification of biliary colic via administrative codes in isolation. The purpose of our study was to validate the use of International Statistical Classification of Diseases and Related Health Problems codes, 10th Revision, Canadian modification (ICD-10-CA) from ED visits in adequately differentiating patients with biliary colic from those with other biliary diagnoses such as cholecystitis or common bile duct stones.
Methods:
We performed a retrospective validation study using administrative data from two large academic hospitals in Toronto. We assessed all the patients presenting to the ED between January 1, 2012 and December 31, 2018, assigned ICD-10-CA codes in keeping with uncomplicated biliary colic. The codes were compared to the individually abstracted charts to assess diagnostic agreement.
Results:
Among the 991 patient charts abstracted, 26.5% were misclassified, corresponding to a positive predictive value of 73% (95% confidence interval 73%-74%). The most frequent reasons for inaccurate diagnoses were a lack of gallstones (49.8%) and acute cholecystitis (27.8%).
Conclusions:
Our findings suggest that the use of ICD-10 codes as the sole means of identifying biliary colic to the exclusion of other biliary pathologies is prone to moderate inaccuracy. Previous investigations of biliary colic utilizing administrative codes for diagnosis may therefore be prone to unforeseen bias.
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