2016
DOI: 10.1136/bmjopen-2015-010709
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Impact of integrated health system changes, accelerated due to an earthquake, on emergency department attendances and acute admissions: a Bayesian change-point analysis

Abstract: ObjectiveTo chart emergency department (ED) attendance and acute admission following a devastating earthquake in 2011 which lead to Canterbury's rapidly accelerated integrated health system transformations.DesignInterrupted time series analysis, modelling using Bayesian change-point methods, of ED attendance and acute admission rates over the 2008–2014 period.SettingED department within the Canterbury District Health Board; with comparison to two other district health boards unaffected by the earthquake within… Show more

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Cited by 16 publications
(14 citation statements)
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“…For instance, Bayesian change point analysis has been used to estimate when changes occurred in interest rate data [39], chromosomal microarray data [39], and cancer-related gene expression data [40]. This method was used to detect changes in emergency department attendance and hospital admissions after a health system transformation in a post-earthquake area [41]. Bayesian change point analysis has also been used to detect changes in the dynamics of an aquatic ecosystem such as the introduction of a nonnative species [42].…”
Section: Methodsmentioning
confidence: 99%
“…For instance, Bayesian change point analysis has been used to estimate when changes occurred in interest rate data [39], chromosomal microarray data [39], and cancer-related gene expression data [40]. This method was used to detect changes in emergency department attendance and hospital admissions after a health system transformation in a post-earthquake area [41]. Bayesian change point analysis has also been used to detect changes in the dynamics of an aquatic ecosystem such as the introduction of a nonnative species [42].…”
Section: Methodsmentioning
confidence: 99%
“…This catastrophe has led to the reorganization of the local healthcare system to rely progressively more on the hub that was less involved in the seismic event, which is likely one of the key factors in keeping mortality and performance stable (16)(17)(18)(19).…”
Section: Discussionmentioning
confidence: 99%
“…A series of earthquakes occurred in Canterbury between 2010 and 2012, with a major quake in early 2011 causing 185 deaths and widespread damage to healthcare infrastructure, particularly Christchurch Hospital (McIntosh et al, 2012;Schluter et al, 2016). This disaster focussed urgent attention on the need for safe community options for acute care and resulted in accelerated development of several services in the ADMS.…”
Section: Impact Of the Christchurch Earthquakesmentioning
confidence: 99%