Validation of administrative health data for the pediatric population: a scoping review
- PMID: 24885035
- PMCID: PMC4057929
- DOI: 10.1186/1472-6963-14-236
Validation of administrative health data for the pediatric population: a scoping review
Abstract
Background: The purpose of this research was to perform a scoping review of published literature on the validity of administrative health data for ascertaining health conditions in the pediatric population (≤20 years).
Methods: A comprehensive search of OVID Medline (1946 - present), CINAHL (1937 - present) and EMBASE (1947 - present) was conducted. Characteristics of validation studies that were abstracted included the study population, health condition, topic of the validation (e.g., single diagnosis code versus case-finding algorithm), administrative and validation data sources. Inter-rater agreement was measured using Cohen's κ. Extracted data were analyzed using descriptive statistics.
Results: A total of 37 articles met the study inclusion criteria. Cohen's κ for study inclusion/exclusion and data abstraction was 0.88 and 0.97, respectively. Most studies validated administrative data from the USA (43.2%) and Canada (24.3%), and focused on inpatient records (67.6%). Case-finding algorithms (56.7%) were more frequently validated than diagnoses codes alone (37.8%). Five conditions were validated in more than one study: diabetes mellitus, inflammatory bowel disease, asthma, rotavirus infection, and tuberculosis.
Conclusions: This scoping review identified a number of gaps in the validation of administrative health data for pediatric populations, including limited investigation of outpatient populations and older pediatric age groups.
Figures
Similar articles
-
Chart validation of an algorithm for identifying hereditary progressive muscular dystrophy in healthcare claims.BMC Med Res Methodol. 2019 Aug 9;19(1):174. doi: 10.1186/s12874-019-0816-7. BMC Med Res Methodol. 2019. PMID: 31399066 Free PMC article.
-
Beyond the black stump: rapid reviews of health research issues affecting regional, rural and remote Australia.Med J Aust. 2020 Dec;213 Suppl 11:S3-S32.e1. doi: 10.5694/mja2.50881. Med J Aust. 2020. PMID: 33314144
-
Development and validation of algorithms to classify type 1 and 2 diabetes according to age at diagnosis using electronic health records.BMC Med Res Methodol. 2020 Feb 24;20(1):35. doi: 10.1186/s12874-020-00921-3. BMC Med Res Methodol. 2020. PMID: 32093635 Free PMC article.
-
Validity of International Classification of Diseases codes in identifying illicit drug use target conditions using medical record data as a reference standard: A systematic review.Drug Alcohol Depend. 2020 Mar 1;208:107825. doi: 10.1016/j.drugalcdep.2019.107825. Epub 2019 Dec 23. Drug Alcohol Depend. 2020. PMID: 31982637 Free PMC article.
-
The validity of diagnostic algorithms to identify asthma patients in healthcare administrative databases: a systematic literature review.J Asthma. 2022 Jan;59(1):152-168. doi: 10.1080/02770903.2020.1827425. Epub 2020 Oct 15. J Asthma. 2022. PMID: 32990481
Cited by
-
A Comprehensive Systematic Review of Data Linkage Publications on Diabetes in Australia.Front Public Health. 2022 May 25;10:757987. doi: 10.3389/fpubh.2022.757987. eCollection 2022. Front Public Health. 2022. PMID: 35692316 Free PMC article.
-
Incidence of Hospitalization for Respiratory Syncytial Virus Infection amongst Children in Ontario, Canada: A Population-Based Study Using Validated Health Administrative Data.PLoS One. 2016 Mar 9;11(3):e0150416. doi: 10.1371/journal.pone.0150416. eCollection 2016. PLoS One. 2016. PMID: 26958849 Free PMC article.
-
Evaluation of administrative case definitions for hypertension in Canadian children.Sci Rep. 2023 May 11;13(1):7654. doi: 10.1038/s41598-023-33401-x. Sci Rep. 2023. PMID: 37169770 Free PMC article.
-
Validation of acute exacerbation of chronic obstructive pulmonary disease (COPD) recording in electronic health records: a systematic review protocol.BMJ Open. 2020 Feb 27;10(2):e032467. doi: 10.1136/bmjopen-2019-032467. BMJ Open. 2020. PMID: 32111611 Free PMC article.
-
Secondary use of routinely collected administrative health data for epidemiologic research: Answering research questions using data collected for a different purpose.Int J Popul Data Sci. 2024 Nov 19;9(1):2407. doi: 10.23889/ijpds.v9i1.2407. eCollection 2024. Int J Popul Data Sci. 2024. PMID: 39620116 Free PMC article.
References
Publication types
MeSH terms
LinkOut - more resources
Full Text Sources
Other Literature Sources
Medical
Miscellaneous