Related Experiment Video
Updated: May 12, 2025

Author Spotlight: Advancing Pediatric Epilepsy Surgery in Children Through Novel Biomarkers and Enhanced Localization
Published on: September 20, 2024
Increasing diagnoses per patient admission at a specialist children's hospital: A retrospective study
Stuart A Bowyer1,2,3, John Booth1,2, Daniel Key1,2
1Data Research, Innovation and Virtual Environments (DRIVE) Unit, Great Ormond Street Hospital, London United Kingdom.
Insights
The number of recorded diagnoses per child inpatient admission at a UK specialist hospital nearly tripled over 24 years. This indicates a significant increase in pediatric patient complexity and comorbidities.
Area of Science:
- Pediatric Health Services Research
- Clinical Informatics
- Epidemiology of Chronic Diseases
Background:
- Growing recognition of increasing patient complexity in adult medicine.
- Potential for similar trends in pediatric populations, impacting healthcare resource allocation.
- Need to understand changes in pediatric patient complexity over time.
Purpose of the Study:
- To investigate changes in the number of recorded coexisting diagnoses per pediatric inpatient.
- To analyze a 24-year trend in patient complexity at a specialist children's hospital in England.
Main Methods:
- Retrospective analysis of overnight inpatient admissions from 2000-2023.
- Utilized International Classification of Diseases, 10th Revision (ICD-10) codes assigned by specialist clinical coders.
- Examined the number of coexisting diagnoses per patient admission.
Main Results:
- Analyzed 278,579 inpatient admissions and 1,023,276 ICD-10 diagnoses.
- Mean diagnoses per admission increased from 2.72 to 10.43 over the study period.
- Observed a 284% increase in recorded diagnoses per admission (p < 0.001).
Conclusions:
- Significant increase in recorded patient complexity among pediatric inpatients.
- Trend suggests a near threefold rise in coexisting diagnoses per admission.
- Findings are crucial for interpreting retrospective data for AI, research, and healthcare planning.
Objective:
In adult practice there is recognition that average patient complexity is increasing, with a greater proportion of patients having multiple diagnoses or comorbidities. This study aims to examine whether there has been a change in number of recorded coexisting diagnoses per patient over a 24-year period for children attending as in-patients to a specialist children's hospital in England.
Methods:
Following all in-patient admissions, patient episodes are allocated specific diagnosis codes (ICD-10) by a specialist clinical coding team according to standard NHS criteria and guidance. We examine the number of coexisting diagnoses allocated per patient admission over a 24-year period.
Results:
From a total of 278,579 overnight in-patient admissions during the study period (2000-2023) there were 1,023,276 ICD-10 patient diagnoses. The mean number of diagnoses per admission increased from 2.72 to 10.43 over the period (Kendall's tau statistic of 0.93; p-value < 0.001), an increase of 284% (95% confidence interval 275% - 293%).
Conclusions:
Over recent decades, the recorded complexity of patients attending a specialist children's hospital appear to have increased significantly, with an almost 3-fold increase in the number of coexisting diagnoses present per admission. The cause of this finding cannot be determined from the data; however, it appears to be gradual and consistent, and across all speciality areas suggesting biological or referral factors rather than artefactual coding issues. Recognition of such a trend is important when interpreting retrospective data for AI, research, and planning purposes.
Related Concept Videos
Attention-Deficit/Hyperactivity Disorder
Diagnostic Criteria and Symptoms
To diagnose ADHD, symptoms must manifest before age 12 and be evident across multiple settings....
Documentation of Nursing Diagnosis
In some settings, data-driven computerized decision support systems are in place, allowing for more accurate nursing diagnoses. The database within one of these systems includes diagnostic labels defining characteristics, activities, and indicators for nursing. A nurse enters...
Autism Spectrum Disorder
These core symptoms manifest differently among individuals, ranging from mild to severe. The disorder's complexity extends beyond its clinical presentation, encompassing a diverse range of biological, cognitive, and sociocultural influences.
Methods of Documentation VI: Case Management Model
For example, a patient with a chronic...

