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Identifying incident colorectal and lung cancer cases in health service utilisation databases in Australia: a validation study

dc.contributor.authorGoldsbury, David
dc.contributor.authorWeber, Marianne F
dc.contributor.authorYap, S
dc.contributor.authorBanks, Emily
dc.contributor.authorO'Connell, Dianne
dc.contributor.authorCanfell, Karen
dc.date.accessioned2021-07-07T01:35:53Z
dc.date.available2021-07-07T01:35:53Z
dc.date.issued2017
dc.date.updated2020-11-23T10:39:26Z
dc.description.abstractData from centralised, population-based statutory cancer registries are generally considered the 'gold standard' for confirming incident cases of cancer. When these are not available, or more current information is needed, hospital or other routinely collected population-level data may be feasible alternative sources. We aimed to determine the validity of various methods using routinely collected administrative health data for ascertaining incident cases of colorectal or lung cancer in participants from the 45 and Up Study in New South Wales (NSW), Australia. METHODS: For 266,844 participants in the 45 and Up Study (recruited 2006-2009) ascertainment of incident colorectal or lung cancers was assessed using diagnosis and treatment records in linked administrative health datasets (hospital, emergency department, Medicare and pharmaceutical claims, death records). This was compared with ascertainment via the NSW Cancer Registry (NSWCR, the 'gold standard') for a period for which both data sources were available for participants. RESULTS: A total of 2253 colorectal and 1019 lung cancers were recorded for study participants in the NSWCR over the period 2006-2010. A diagnosis of primary cancer recorded in the statewide Admitted Patient Data Collection identified the majority of NSWCR colorectal and lung cancers, with sensitivities and positive predictive values (PPV) of 95% and 91% for colorectal cancer and 81% and 85% for lung cancer, respectively. Using additional information on lung cancer deaths from death records increased sensitivity to 84% (PPV 83%) for lung cancer, but did not improve ascertainment of colorectal cancers. Hospital procedure codes for colorectal cancer surgery identified cases with sensitivity 81% and PPV 54%. No other individual indicator had sensitivity >50% or PPV >65% for either cancer type and no combination of indicators increased both the sensitivity and PPV above that achieved using the hospital cancer diagnosis data. All specificities were close to 100%; 95% confidence intervals for sensitivity and PPV were generally +/-2%. CONCLUSIONS: In NSW, identifying new cases of colorectal and lung cancer from administrative health datasets, such as hospital records, is a feasible alternative when cancer registry data are not available. However, the strengths and limitations of the different data sources should be borne in mind.en_AU
dc.format.mimetypeapplication/pdfen_AU
dc.identifier.issn1472-6947en_AU
dc.identifier.urihttp://hdl.handle.net/1885/238588
dc.language.isoen_AUen_AU
dc.provenanceThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License (http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver (http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stateden_AU
dc.publisherBioMed Centralen_AU
dc.rights© The Author(s). 2017 Open Accessen_AU
dc.rights.licenseCreative Commons Attribution 4.0 International Licenseen_AU
dc.rights.urihttp://creativecommons.org/licenses/by/4.0/en_AU
dc.sourceBMC Medical Informatics and Decision Makingen_AU
dc.subjectColorectal canceren_AU
dc.subjectLung canceren_AU
dc.subjectCase ascertainmenten_AU
dc.subject45 and Up Studyen_AU
dc.subjectHospital diagnosisen_AU
dc.subjectSensitivityen_AU
dc.subjectSpecificityen_AU
dc.subjectPositive predictive valueen_AU
dc.subjectData linkageen_AU
dc.subjectValidationen_AU
dc.titleIdentifying incident colorectal and lung cancer cases in health service utilisation databases in Australia: a validation studyen_AU
dc.typeJournal articleen_AU
dcterms.accessRightsOpen Accessen_AU
local.bibliographicCitation.issue1en_AU
local.bibliographicCitation.lastpage10en_AU
local.bibliographicCitation.startpage1en_AU
local.contributor.affiliationGoldsbury , David , Cancer Research Division, Cancer Council New South Walesen_AU
local.contributor.affiliationWeber, Marianne F, Cancer Council NSWen_AU
local.contributor.affiliationYap, S, Cancer Council New South Walesen_AU
local.contributor.affiliationBanks, Emily, College of Health and Medicine, ANUen_AU
local.contributor.affiliationO'Connell, Dianne, Cancer Council NSWen_AU
local.contributor.affiliationCanfell, Karen, Cancer Counsil NSWen_AU
local.contributor.authoruidBanks, Emily, u4106314en_AU
local.description.notesImported from ARIESen_AU
local.identifier.absfor111706 - Epidemiologyen_AU
local.identifier.absfor111711 - Health Information Systems (incl. Surveillance)en_AU
local.identifier.absfor111717 - Primary Health Careen_AU
local.identifier.absseo920203 - Diagnostic Methodsen_AU
local.identifier.absseo920102 - Cancer and Related Disordersen_AU
local.identifier.absseo920404 - Disease Distribution and Transmission (incl. Surveillance and Response)en_AU
local.identifier.ariespublicationa383154xPUB5413en_AU
local.identifier.citationvolume17en_AU
local.identifier.doi10.1186/s12911-017-0417-5en_AU
local.identifier.scopusID2-s2.0-85015165063
local.identifier.thomsonID000397555900001
local.publisher.urlhttp://www.biomedcentral.com/bmcmedinformdecismak/en_AU
local.type.statusPublished Versionen_AU

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