Related Experiment Video
Updated: Feb 21, 2026

An In vitro Model to Study Immune Responses of Human Peripheral Blood Mononuclear Cells to Human Respiratory Syncytial Virus Infection
Published on: December 10, 2013
Record linkage study of the pathogen-specific burden of respiratory viruses in children
Faye J Lim1, Christopher C Blyth1,2,3,4, Parveen Fathima1
1Wesfarmers Centre of Vaccines and Infectious Diseases, Telethon Kids Institute, The University of Western Australia, West Perth, WA, Australia.
Insights
Hospital diagnosis codes underestimate respiratory virus burden. Record linkage revealed respiratory syncytial virus and parainfluenza are most common in children, highlighting the need for better testing strategies.
Area of Science:
- Pediatric Infectious Diseases
- Epidemiology
- Public Health Surveillance
Background:
- Hospital discharge diagnosis codes often underestimate the true burden of respiratory virus infections.
- Accurate epidemiological data is crucial for understanding and managing respiratory virus outbreaks.
Purpose of the Study:
- To accurately describe the epidemiology of respiratory viruses in hospitalized children.
- To quantify the under-ascertainment of respiratory viruses using linked data.
- To identify factors associated with failure to test for respiratory viruses.
Main Methods:
- Utilized record linkage of hospital, infectious disease notification, and laboratory data for children hospitalized in Western Australia (2000-2012).
- Linked respiratory specimen laboratory records to hospitalization records for children tested within 48 hours of admission.
- Employed logistic regression to identify factors associated with failure to test for respiratory viruses.
Main Results:
- Only 9% of admissions had a linked laboratory record for respiratory virus testing.
- 38% of laboratory-confirmed respiratory virus admissions lacked appropriate respiratory diagnosis codes.
- Respiratory syncytial virus and parainfluenza were the most common viral pathogens identified.
Conclusions:
- Linked data significantly enhances the accuracy of disease burden estimation compared to diagnosis codes alone.
- Respiratory syncytial virus and parainfluenza are more prevalent than influenza in hospitalized children.
- Understanding factors leading to under-testing is essential for improving respiratory virus surveillance.
Background:
Reliance on hospital discharge diagnosis codes alone will likely underestimate the burden of respiratory viruses.
Objectives:
To describe the epidemiology of respiratory viruses more accurately, we used record linkage to examine data relating to all children hospitalized in Western Australia between 2000 and 2012.
Patients/Methods:
We extracted hospital, infectious disease notification and laboratory data of a cohort of children born in Western Australia between 1996 and 2012. Laboratory records of respiratory specimens collected within 48 hours of admission were linked to hospitalization records. We calculated the frequency and rates of virus detection. To identify groups where under-ascertainment for respiratory viruses was greatest, we used logistic regression to determine factors associated with failure to test.
Results And Conclusions:
Nine percentage of 484 992 admissions linked to a laboratory record for respiratory virus testing. While 62% (n = 26 893) of laboratory-confirmed admissions received respiratory infection diagnosis codes, 38% (n = 16 734) had other diagnoses, notably viral infection of unspecified sites. Of those tested, incidence rates were highest for respiratory syncytial virus (247 per 100 000 child-years) followed by parainfluenza (63 per 100 000 child-years). Admissions among older children and those without a respiratory diagnosis were associated with failure to test for respiratory viruses. Linked data can significantly enhance diagnostic codes when estimating the true burden of disease. In contrast to current emphasis on influenza, respiratory syncytial virus and parainfluenza were the most common viral pathogens among hospitalized children. By characterizing those failing to be tested, we can begin to quantify the under-ascertainment of respiratory viruses.
Related Concept Videos
Common Respiratory Disorders
Upper respiratory disorders impact the airways above the vocal cords, encompassing areas like the nose, sinuses, and throat. Various conditions fall under this category, including the common cold and allergic rhinitis. These disorders can stem from several causes,...
Pneumonia II: Pathophysiology

