Visualisation and optimisation of alcohol-related hospital admissions ICD-10 codes in Welsh e-cohort data.
ICD-10 codes
alcohol
e-cohort data
hospital admission
optimisation
Journal
International journal of population data science
ISSN: 2399-4908
Titre abrégé: Int J Popul Data Sci
Pays: Wales
ID NLM: 101737740
Informations de publication
Date de publication:
24 Mar 2021
24 Mar 2021
Historique:
entrez:
19
5
2021
pubmed:
20
5
2021
medline:
20
5
2021
Statut:
epublish
Résumé
The excessive consumption of alcohol is detrimental to long term health and increases the likelihood of hospital admission. However, definitions of alcohol-related hospital admission vary, giving rise to uncertainty in the effect of alcohol on alcohol-related health care utilization. To compare diagnostic codes on hospital admission and discharge and to determine the ideal combination of codes necessary for an accurate determination of alcohol-related hospital admission. Routine population-linked e-cohort data were extracted from the Secure Anonymised Information Linkage (SAIL) Databank containing all alcohol-related hospital admissions (n,= 92,553) from 2006 to 2011 in Wales, United Kingdom. The distributions of the diagnostic codes recorded at admission and discharge were compared. By calculating a misclassification rate (sensitivity-like measure) the appropriate number of coding fields to examine for alcohol-codes was established. There was agreement between admission and discharge codes. When more than ten coding fields were used the misclassification rate was less than 1%. With the data at present and alcohol-related codes used, codes recorded at admission and discharge can be used equivalently to identify alcohol-related admissions. The appropriate number of coding fields to examine was established: fewer than ten is likely to lead to under-reporting of alcohol-related admissions. The methods developed here can be applied to other medical conditions that can be described using a certain set of diagnostic codes, each of which can be a known sole cause of the condition and recorded in multiple positions in e-cohort data.
Identifiants
pubmed: 34007894
doi: 10.23889/ijpds.v6i1.1373
pii: S2399490821013732
pmc: PMC8103565
doi:
Substances chimiques
Ethanol
3K9958V90M
Types de publication
Journal Article
Research Support, Non-U.S. Gov't
Langues
eng
Pagination
1373Déclaration de conflit d'intérêts
Conflict of interests: The authors declare that they do not have any conflict of interest.
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