FRINK Linked Data Fragments server

Matches in SemOpenAlex for { <https://semopenalex.org/work/W4310261822> ?p ?o ?g. }

• W4310261822 endingPage "104938" @default.
• W4310261822 startingPage "104938" @default.
• W4310261822 abstract "Large healthcare datasets can provide insight that has the potential to improve outcomes for patients. However, it is important to understand the strengths and limitations of such datasets so that the insights they provide are accurate and useful. The aim of this study was to identify data inconsistencies within the Hospital Episodes Statistics (HES) dataset for autistic patients and assess potential biases introduced through these inconsistencies and their impact on patient outcomes. The study can only identify inconsistencies in recording of autism diagnosis and not whether the inclusion or exclusion of the autism diagnosis is the error.Data were extracted from the HES database for the period 1st April 2013 to 31st March 2021 for patients with a diagnosis of autism. First spells in hospital during the study period were identified for each patient and these were linked to any subsequent spell in hospital for the same patient. Data inconsistencies were recorded where autism was not recorded as a diagnosis in a subsequent spell. Features associated with data inconsistencies were identified using a random forest classifiers and regression modelling.Data were available for 172,324 unique patients who had been recorded as having an autism diagnosis on first admission. In total, 43.7 % of subsequent spells were found to have inconsistencies. The features most strongly associated with inconsistencies included greater age, greater deprivation, longer time since the first spell, change in provider, shorter length of stay, being female and a change in the main specialty description. The random forest algorithm had an area under the receiver operating characteristic curve of 0.864 (95 % CI [0.862 - 0.866]) in predicting a data inconsistency. For patients who died in hospital, inconsistencies in their final spell were significantly associated with being 80 years and over, being female, greater deprivation and use of a palliative care code in the death spell.Data inconsistencies in the HES database were relatively common in autistic patients and were associated a number of patient and hospital admission characteristics. Such inconsistencies have the potential to distort our understanding of service use in key demographic groups." @default.
• W4310261822 created "2022-11-30" @default.
• W4310261822 creator A5003164614 @default.
• W4310261822 creator A5007766862 @default.
• W4310261822 creator A5023564691 @default.
• W4310261822 creator A5023916231 @default.
• W4310261822 creator A5032933409 @default.
• W4310261822 creator A5040264989 @default.
• W4310261822 creator A5045247249 @default.
• W4310261822 creator A5048110653 @default.
• W4310261822 creator A5059888794 @default.
• W4310261822 creator A5068439561 @default.
• W4310261822 creator A5074725750 @default.
• W4310261822 creator A5076920894 @default.
• W4310261822 creator A5081933734 @default.
• W4310261822 creator A5082128958 @default.
• W4310261822 creator A5086171078 @default.
• W4310261822 date "2023-02-01" @default.
• W4310261822 modified "2023-10-03" @default.
• W4310261822 title "Data quality and autism: Issues and potential impacts" @default.
• W4310261822 cites W2069328123 @default.
• W4310261822 cites W2144388425 @default.
• W4310261822 cites W2794144529 @default.
• W4310261822 cites W2802067770 @default.
• W4310261822 cites W3127736952 @default.
• W4310261822 cites W3131695882 @default.
• W4310261822 cites W3162199380 @default.
• W4310261822 cites W3170940710 @default.
• W4310261822 cites W3188444363 @default.
• W4310261822 cites W4200421711 @default.
• W4310261822 doi "https://doi.org/10.1016/j.ijmedinf.2022.104938" @default.
• W4310261822 hasPubMedId "https://pubmed.ncbi.nlm.nih.gov/36455477" @default.
• W4310261822 hasPublicationYear "2023" @default.
• W4310261822 type Work @default.
• W4310261822 citedByCount "3" @default.
• W4310261822 countsByYear W43102618222023 @default.
• W4310261822 crossrefType "journal-article" @default.
• W4310261822 hasAuthorship W4310261822A5003164614 @default.
• W4310261822 hasAuthorship W4310261822A5007766862 @default.
• W4310261822 hasAuthorship W4310261822A5023564691 @default.
• W4310261822 hasAuthorship W4310261822A5023916231 @default.
• W4310261822 hasAuthorship W4310261822A5032933409 @default.
• W4310261822 hasAuthorship W4310261822A5040264989 @default.
• W4310261822 hasAuthorship W4310261822A5045247249 @default.
• W4310261822 hasAuthorship W4310261822A5048110653 @default.
• W4310261822 hasAuthorship W4310261822A5059888794 @default.
• W4310261822 hasAuthorship W4310261822A5068439561 @default.
• W4310261822 hasAuthorship W4310261822A5074725750 @default.
• W4310261822 hasAuthorship W4310261822A5076920894 @default.
• W4310261822 hasAuthorship W4310261822A5081933734 @default.
• W4310261822 hasAuthorship W4310261822A5082128958 @default.
• W4310261822 hasAuthorship W4310261822A5086171078 @default.
• W4310261822 hasBestOaLocation W43102618222 @default.
• W4310261822 hasConcept C118552586 @default.
• W4310261822 hasConcept C144024400 @default.
• W4310261822 hasConcept C19165224 @default.
• W4310261822 hasConcept C205778803 @default.
• W4310261822 hasConcept C2778538070 @default.
• W4310261822 hasConcept C2780957641 @default.
• W4310261822 hasConcept C71924100 @default.
• W4310261822 hasConceptScore W4310261822C118552586 @default.
• W4310261822 hasConceptScore W4310261822C144024400 @default.
• W4310261822 hasConceptScore W4310261822C19165224 @default.
• W4310261822 hasConceptScore W4310261822C205778803 @default.
• W4310261822 hasConceptScore W4310261822C2778538070 @default.
• W4310261822 hasConceptScore W4310261822C2780957641 @default.
• W4310261822 hasConceptScore W4310261822C71924100 @default.
• W4310261822 hasLocation W43102618221 @default.
• W4310261822 hasLocation W43102618222 @default.
• W4310261822 hasLocation W43102618223 @default.
• W4310261822 hasLocation W43102618224 @default.
• W4310261822 hasOpenAccess W4310261822 @default.
• W4310261822 hasPrimaryLocation W43102618221 @default.
• W4310261822 hasRelatedWork W2122849123 @default.
• W4310261822 hasRelatedWork W2133891196 @default.
• W4310261822 hasRelatedWork W2332142175 @default.
• W4310261822 hasRelatedWork W2593972102 @default.
• W4310261822 hasRelatedWork W2902352354 @default.
• W4310261822 hasRelatedWork W2983113363 @default.
• W4310261822 hasRelatedWork W3107308995 @default.
• W4310261822 hasRelatedWork W3173150707 @default.
• W4310261822 hasRelatedWork W4223431984 @default.
• W4310261822 hasRelatedWork W4287958749 @default.
• W4310261822 hasVolume "170" @default.
• W4310261822 isParatext "false" @default.
• W4310261822 isRetracted "false" @default.
• W4310261822 workType "article" @default.