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The accuracy of administrative coding: a population-based validation study of aneurysmal subarachnoid haemorrhages, lessons for neuroscience nurses Cover

The accuracy of administrative coding: a population-based validation study of aneurysmal subarachnoid haemorrhages, lessons for neuroscience nurses

By:   
Open Access
|May 2026

Figures & Tables

Figure 1:

Flowchart describing the identification of aneurysmal subarachnoid haemorrhage cases from initial administrative data search using international classification of diseases-10 codes to final validation of cases.

Validation coding utilising information gathered from discharge summaries_

Sensitivity (95% CI)Specificity (95% CI)Positive Predictive Value (95% CI)
Neurosurgical: I60.0–I60.8, n= 2380.83 (0.76–0.88)0.70 (0.59–0.80)85.2% (78.7–90.4)
Combined: I60.0–I60.8, n= 3600.71 (0.65–0.77)0.77 (0.69–0.84)83.2% (77.1–88.2)

Neurosurgical: I60.0–I60.9, n= 2380.91 (0.86–0.95)0.27 (0.18–0.39)72.4% (65.7–78.4)
Combined: I60.0–I60.9, n= 3600.90 (0.86–0.94)0.23 (0.16–0.31)65.1% (59.5–70.4)

Validation coding utilising gold standard information gathered from individual medical records_

Sensitivity (95% CI)Specificity (95% CI)Positive Predictive Value (95% CI)
Neurosurgical: I60.0–I60.8, n= 2380.82 (0.75–0.87)0.65 (0.54–0.76)82.1% (75.1–87.7)
Combined: I60.0–I60.8, n= 3600.67 (0.60–0.73)0.72 (0.63–0.79)80.5% (74.2–85.9)

Neurosurgical: I60.0–I60.9, n= 2380.91 (0.85–0.95)0.26 (0.17–0.37)70.4% (63.7–76.6)
Combined: I60.0–I60.9, n= 3600.90 (0.86–0.94)0.24 (0.17–0.32)67.4% (61.9–72.6)

Population: I60.0–I60.8, n= 4140.54 (0.48–0.60)0.72 (0.64–0.80)80.5% (74.2–85.9)
Population: I60.0–I60.9, n= 4140.74 (0.68–0.79)0.25 (0.18–0.33)67.4% (61.9–72.6)

Validation coding of specific haemorrhage location utilising gold standard information gathered from individual medical records_

Sensitivity (95% CI)Specificity (95% CI)Positive Predictive Value (95% CI)
Neurosurgical, n= 2380.68 (0.59–0.75)0.90 (0.81–0.95)91.9% (85.2–96.2)
Combined, n= 3600.52 (0.45–0.58)0.91 (0.85–0.95)90.5% (84.0–95.0)

ICD-10 Codes and Descriptions_

I60.0 – I60.5Non-traumatic Subarachnoid haemorrhage from specified anatomical locations including carotid siphon and bifurcation, middle cerebral, anterior communicating, posterior communicating, basilar and vertebral arteries.
I60.6Subarachnoid haemorrhage from other intracranial arteries.
I60.7Subarachnoid haemorrhage from unspecified intracranial artery.
I60.8Other subarachnoid haemorrhage.
I60.9Subarachnoid haemorrhage, unspecified.

Percentage of valid aneurysmal subarachnoid haemorrhage events using International Classification of diseases-10th edition coding by hospital admissions, with ICD coding available for 360 admissions representing 282 individual cases_

Valid (%)Not Valid (%)P value
Individual Admissions
  Total, n= 282172 (60.99)110 (39.01)
  Regional admission, n= 122 *85 (69.67)37 (30.33)
  Neurosurgical admission, n= 238184 (77.31)54 (22.69)0.15
DOI: https://doi.org/10.2478/ajon-2026-0008 | Journal eISSN: 2208-6781 | Journal ISSN: 1032-335X
Language: English
Page range: 72 - 88
Published on: May 18, 2026
In partnership with: Paradigm Publishing Services
Publication frequency: 2 issues per year

© 2026 Linda Nichols, published by Australasian Neuroscience Nurses Association
This work is licensed under the Creative Commons Attribution-NonCommercial-NoDerivatives 4.0 License.