scholarly journals Hourly Forecasting of Emergency Department Arrivals – Time Series Analysis

2019 ◽  
Author(s):  
Avishek Choudhury
BMJ Open ◽  
2020 ◽  
Vol 10 (6) ◽  
pp. e036182
Author(s):  
Megan Doheny ◽  
Janne Agerholm ◽  
Nicola Orsini ◽  
Pär Schön ◽  
Bo Burström

ObjectiveTo investigate the association between the implementation of an integrated care (IC) system in Norrtälje municipality and changes in trends of the rate of emergency department (ED) visits.DesignInterrupted time series analysis from 2000 to 2015.SettingStockholm County.ParticipantsAll inhabitants 65+ years in Stockholm County on 31 December of each study year.InterventionIC was established by combining the funding, administration and delivery of health and social care for older persons in Norrtälje municipality, within Stockholm County.OutcomeRates of hospital-based ED visits.ResultsIC was associated with a decrease in the rate of ED visits (incidence rate ratio: 0.997, 95% CI 0.995 to 0.998) among inhabitants 65+ years in Norrtälje. However, the rate of ED visits remained higher in Norrtälje than the rest of Stockholm in the preintervention and postintervention periods. Stratified analyses showed that IC was associated with a decline in the trend of the rate of ED visits among those 65–79 years, the lowest income group and born outside of Sweden. However, there was no significant decrease in the trend among those 80+ years.ConclusionThe implementation of IC was associated with a modest change in the trend of ED visits in Norrtälje, though the rate of ED visits remained higher than in the rest of Stockholm. Changes in the composition of the population and contextual changes may have impacted our findings. Further research, using other outcome measures is needed to assess the impact of IC on healthcare utilisation.


BMJ Open ◽  
2019 ◽  
Vol 9 (9) ◽  
pp. e029261 ◽  
Author(s):  
Brenda Lynch ◽  
John Browne ◽  
Claire Mary Buckley ◽  
Orla Healy ◽  
Paul Corcoran ◽  
...  

ObjectivesTo understand the impact of emergency department (ED) reconfiguration on the number of patients waiting for hospital beds on trolleys in the remaining EDs in four geographical regions in Ireland using time-series analysis.SettingEDs in four Irish regions; the West, North-East, South and Mid-West from 2005 to 2015.ParticipantsAll patients counted as waiting on trolleys in an ED for a hospital bed in the study hospitals from 2005 to 2015.InterventionThe system intervention was the reconfiguration of ED services, as determined by the Department of Health and Health Service Executive. The timing of these interventions varied depending on the hospital and region in question.ResultsThree of the four regions studied experienced a significant change in ED trolley numbers in the 12-month post-ED reconfiguration. The trend ratio before and after the intervention for these regions was as follows: North-East incidence rate ratio (IRR) 2.85 (95% CI 2.04 to 3.99, p<0.001), South IRR 0.68 (95% CI 0.51 to 0.89, p=0.006) and the Mid-West IRR 0.03 (95% 1.03 to 2.03, p=0.03). Two of these regions, the South and the Mid-West, displayed a convergence between the observed and expected trolley numbers in the 12-month post-reconfiguration. The North-East showed a much steeper increase, one that extended beyond the 12-month period post-ED reconfiguration.ConclusionsFindings suggest that the impacts of ED reconfiguration on regional level ED trolley trends were either non-significant or caused a short-term shock which converged on the pre-reconfiguration trend over the following 12 months. However, the North-East is identified as an exception due to increased pressures in one regional hospital, which caused a change in trend beyond the 12-month post reconfiguration.


2007 ◽  
Vol 49 (3) ◽  
pp. 265-271 ◽  
Author(s):  
Niels K. Rathlev ◽  
John Chessare ◽  
Jonathan Olshaker ◽  
Dan Obendorfer ◽  
Supriya D. Mehta ◽  
...  

2017 ◽  
Vol 108 (5-6) ◽  
pp. e462-e467 ◽  
Author(s):  
Naveen Poonai ◽  
Shruti Mehrotra ◽  
Muhammad Mamdani ◽  
Anastasia Patmanidis ◽  
Michael Miller ◽  
...  

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