External validation of the detection of indicators and vulnerabilities for emergency room trips (DIVERT) scale: a retrospective cohort study

Abstract Background The Detection of Indicators and Vulnerabilities of Emergency Room Trips (DIVERT) scale was developed to classify and estimate the risk of emergency department (ED) use among home care clients. The objective of this study was to externally validate the DIVERT scale in a secondary...

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Published in:BMC Geriatrics
Main Authors: Fabrice I. Mowbray, Aaron Jones, Connie Schumacher, John Hirdes, Andrew P. Costa
Format: Article in Journal/Newspaper
Language:English
Published: BMC 2020
Subjects:
Online Access:https://doi.org/10.1186/s12877-020-01816-0
https://doaj.org/article/577baf99fe134517a9297fda766b7f5d
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spelling ftdoajarticles:oai:doaj.org/article:577baf99fe134517a9297fda766b7f5d 2023-05-15T18:44:11+02:00 External validation of the detection of indicators and vulnerabilities for emergency room trips (DIVERT) scale: a retrospective cohort study Fabrice I. Mowbray Aaron Jones Connie Schumacher John Hirdes Andrew P. Costa 2020-10-01T00:00:00Z https://doi.org/10.1186/s12877-020-01816-0 https://doaj.org/article/577baf99fe134517a9297fda766b7f5d EN eng BMC http://link.springer.com/article/10.1186/s12877-020-01816-0 https://doaj.org/toc/1471-2318 doi:10.1186/s12877-020-01816-0 1471-2318 https://doaj.org/article/577baf99fe134517a9297fda766b7f5d BMC Geriatrics, Vol 20, Iss 1, Pp 1-7 (2020) Home care Emergency department Geriatrics DIVERT RC952-954.6 article 2020 ftdoajarticles https://doi.org/10.1186/s12877-020-01816-0 2022-12-30T22:55:43Z Abstract Background The Detection of Indicators and Vulnerabilities of Emergency Room Trips (DIVERT) scale was developed to classify and estimate the risk of emergency department (ED) use among home care clients. The objective of this study was to externally validate the DIVERT scale in a secondary population of home care clients. Methods We conducted a retrospective cohort study, linking data from the Home Care Reporting System and the National Ambulatory Care Reporting System. Data were collected on older long-stay home care clients who received a RAI Home Care (RAI-HC) assessment. Data were collected for home care clients in the Canadian provinces of Ontario and Alberta, as well as in the cities of Winnipeg, Manitoba and Whitehorse, Yukon Territories between April 1, 2011 and September 30, 2014. The DIVERT scale was originally derived from the items of the RAI-HC through the use of recursive partitioning informed by a multinational clinical panel. This scale is currently implemented alongside the RAI-HC in provinces across Canada. The primary outcome of this study was ED visitation within 6 months of a RAI-HC assessment. Results The cohort contained 1,001,133 home care clients. The vast majority of cases received services in Ontario (88%), followed by Alberta (8%), Winnipeg (4%), and Whitehorse (< 1%). Across the four cohorts, the DIVERT scale demonstrated similar discriminative ability to the original validation work for all outcomes during the six-month follow-up: ED visitation (AUC = 0.617–0.647), two or more ED visits (AUC = 0.628–0.634) and hospital admission (AUC = 0.617–0.664). Conclusions The findings of this study support the external validity of the DIVERT scale. More specifically, the predictive accuracy of the DIVERT scale from the original work was similar to the accuracy demonstrated within a new cohort, created from different geographical regions and time periods. Article in Journal/Newspaper Whitehorse Yukon Directory of Open Access Journals: DOAJ Articles Yukon Canada BMC Geriatrics 20 1
institution Open Polar
collection Directory of Open Access Journals: DOAJ Articles
op_collection_id ftdoajarticles
language English
topic Home care
Emergency department
Geriatrics
DIVERT
RC952-954.6
spellingShingle Home care
Emergency department
Geriatrics
DIVERT
RC952-954.6
Fabrice I. Mowbray
Aaron Jones
Connie Schumacher
John Hirdes
Andrew P. Costa
External validation of the detection of indicators and vulnerabilities for emergency room trips (DIVERT) scale: a retrospective cohort study
topic_facet Home care
Emergency department
Geriatrics
DIVERT
RC952-954.6
description Abstract Background The Detection of Indicators and Vulnerabilities of Emergency Room Trips (DIVERT) scale was developed to classify and estimate the risk of emergency department (ED) use among home care clients. The objective of this study was to externally validate the DIVERT scale in a secondary population of home care clients. Methods We conducted a retrospective cohort study, linking data from the Home Care Reporting System and the National Ambulatory Care Reporting System. Data were collected on older long-stay home care clients who received a RAI Home Care (RAI-HC) assessment. Data were collected for home care clients in the Canadian provinces of Ontario and Alberta, as well as in the cities of Winnipeg, Manitoba and Whitehorse, Yukon Territories between April 1, 2011 and September 30, 2014. The DIVERT scale was originally derived from the items of the RAI-HC through the use of recursive partitioning informed by a multinational clinical panel. This scale is currently implemented alongside the RAI-HC in provinces across Canada. The primary outcome of this study was ED visitation within 6 months of a RAI-HC assessment. Results The cohort contained 1,001,133 home care clients. The vast majority of cases received services in Ontario (88%), followed by Alberta (8%), Winnipeg (4%), and Whitehorse (< 1%). Across the four cohorts, the DIVERT scale demonstrated similar discriminative ability to the original validation work for all outcomes during the six-month follow-up: ED visitation (AUC = 0.617–0.647), two or more ED visits (AUC = 0.628–0.634) and hospital admission (AUC = 0.617–0.664). Conclusions The findings of this study support the external validity of the DIVERT scale. More specifically, the predictive accuracy of the DIVERT scale from the original work was similar to the accuracy demonstrated within a new cohort, created from different geographical regions and time periods.
format Article in Journal/Newspaper
author Fabrice I. Mowbray
Aaron Jones
Connie Schumacher
John Hirdes
Andrew P. Costa
author_facet Fabrice I. Mowbray
Aaron Jones
Connie Schumacher
John Hirdes
Andrew P. Costa
author_sort Fabrice I. Mowbray
title External validation of the detection of indicators and vulnerabilities for emergency room trips (DIVERT) scale: a retrospective cohort study
title_short External validation of the detection of indicators and vulnerabilities for emergency room trips (DIVERT) scale: a retrospective cohort study
title_full External validation of the detection of indicators and vulnerabilities for emergency room trips (DIVERT) scale: a retrospective cohort study
title_fullStr External validation of the detection of indicators and vulnerabilities for emergency room trips (DIVERT) scale: a retrospective cohort study
title_full_unstemmed External validation of the detection of indicators and vulnerabilities for emergency room trips (DIVERT) scale: a retrospective cohort study
title_sort external validation of the detection of indicators and vulnerabilities for emergency room trips (divert) scale: a retrospective cohort study
publisher BMC
publishDate 2020
url https://doi.org/10.1186/s12877-020-01816-0
https://doaj.org/article/577baf99fe134517a9297fda766b7f5d
geographic Yukon
Canada
geographic_facet Yukon
Canada
genre Whitehorse
Yukon
genre_facet Whitehorse
Yukon
op_source BMC Geriatrics, Vol 20, Iss 1, Pp 1-7 (2020)
op_relation http://link.springer.com/article/10.1186/s12877-020-01816-0
https://doaj.org/toc/1471-2318
doi:10.1186/s12877-020-01816-0
1471-2318
https://doaj.org/article/577baf99fe134517a9297fda766b7f5d
op_doi https://doi.org/10.1186/s12877-020-01816-0
container_title BMC Geriatrics
container_volume 20
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