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Epidemiological Determinants of Patient Non-Conveyance to the Hospital in an Emergency Medical Service Environment

Background: The increasing prevalence of comorbidities worldwide has spurred the need for time-effective pre-hospital emergency medical services (EMS). Some pre-hospital emergency calls requesting EMS result in patient non-conveyance. Decisions for non-conveyance are sometimes driven by the patient...

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Autores principales: Farhat, Hassan, Abid, Cyrine, El Aifa, Kawther, Gangaram, Padarath, Jones, Andre, Khenissi, Mohamed Chaker, Khadhraoui, Moncef, Gargouri, Imed, Al-Shaikh, Loua, Laughton, James, Alinier, Guillaume
Formato: Online Artículo Texto
Lenguaje:English
Publicado: MDPI 2023
Materias:
Acceso en línea:https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10379159/
https://www.ncbi.nlm.nih.gov/pubmed/37510636
http://dx.doi.org/10.3390/ijerph20146404
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author Farhat, Hassan
Abid, Cyrine
El Aifa, Kawther
Gangaram, Padarath
Jones, Andre
Khenissi, Mohamed Chaker
Khadhraoui, Moncef
Gargouri, Imed
Al-Shaikh, Loua
Laughton, James
Alinier, Guillaume
author_facet Farhat, Hassan
Abid, Cyrine
El Aifa, Kawther
Gangaram, Padarath
Jones, Andre
Khenissi, Mohamed Chaker
Khadhraoui, Moncef
Gargouri, Imed
Al-Shaikh, Loua
Laughton, James
Alinier, Guillaume
author_sort Farhat, Hassan
collection PubMed
description Background: The increasing prevalence of comorbidities worldwide has spurred the need for time-effective pre-hospital emergency medical services (EMS). Some pre-hospital emergency calls requesting EMS result in patient non-conveyance. Decisions for non-conveyance are sometimes driven by the patient or the clinician, which may jeopardize the patients’ healthcare outcomes. This study aimed to explore the distribution and determinants of patient non-conveyance to hospitals in a Middle Eastern national Ambulance Service that promotes the transportation of all emergency call patients and does not adopt clinician-based non-conveyance decision. Methods: Using R Language, descriptive, bivariate, and binary logistic regression analyses were conducted for 334,392 multi-national patient non-conveyance emergency calls from June 2018 to July 2022, from a total of 1,030,228 calls to which a response unit was dispatched. Results: After data pre-processing, 237,862 cases of patient non-conveyance to hospital were retained, with a monthly average of 41.96% (n = 8799) of the emergency service demands and a standard deviation of 5.49% (n = 2040.63). They predominantly involved South Asians (29.36%, n = 69,849); 64.50% (n = 153,427) were of the age category from 14 to 44 years; 61.22% (n = 145,610) were male; 74.59% (n = 177,424) from the urban setting; and 71.28% (n = 169,552) had received on-scene treatment. Binary logistic regression with full variables and backward methods identified the final models of the determinants of patient non-conveyance decisions with an Akaike information criterion prediction estimator, respectively, of (250,200) and (250,169), indicating no significant difference between both models (Chi-square test; p-value = 0.63). Conclusions: Despite exercising a cautious protocol by encouraging patient transportation to hospital, patient non-conveyance seems to be a problem in the healthcare system that strains the pre-hospital medical response teams’ resources. Policies and regulations should be adopted to encourage individuals to access other primary care centers when required rather than draining emergency services for non-emergency situations.
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spelling pubmed-103791592023-07-29 Epidemiological Determinants of Patient Non-Conveyance to the Hospital in an Emergency Medical Service Environment Farhat, Hassan Abid, Cyrine El Aifa, Kawther Gangaram, Padarath Jones, Andre Khenissi, Mohamed Chaker Khadhraoui, Moncef Gargouri, Imed Al-Shaikh, Loua Laughton, James Alinier, Guillaume Int J Environ Res Public Health Article Background: The increasing prevalence of comorbidities worldwide has spurred the need for time-effective pre-hospital emergency medical services (EMS). Some pre-hospital emergency calls requesting EMS result in patient non-conveyance. Decisions for non-conveyance are sometimes driven by the patient or the clinician, which may jeopardize the patients’ healthcare outcomes. This study aimed to explore the distribution and determinants of patient non-conveyance to hospitals in a Middle Eastern national Ambulance Service that promotes the transportation of all emergency call patients and does not adopt clinician-based non-conveyance decision. Methods: Using R Language, descriptive, bivariate, and binary logistic regression analyses were conducted for 334,392 multi-national patient non-conveyance emergency calls from June 2018 to July 2022, from a total of 1,030,228 calls to which a response unit was dispatched. Results: After data pre-processing, 237,862 cases of patient non-conveyance to hospital were retained, with a monthly average of 41.96% (n = 8799) of the emergency service demands and a standard deviation of 5.49% (n = 2040.63). They predominantly involved South Asians (29.36%, n = 69,849); 64.50% (n = 153,427) were of the age category from 14 to 44 years; 61.22% (n = 145,610) were male; 74.59% (n = 177,424) from the urban setting; and 71.28% (n = 169,552) had received on-scene treatment. Binary logistic regression with full variables and backward methods identified the final models of the determinants of patient non-conveyance decisions with an Akaike information criterion prediction estimator, respectively, of (250,200) and (250,169), indicating no significant difference between both models (Chi-square test; p-value = 0.63). Conclusions: Despite exercising a cautious protocol by encouraging patient transportation to hospital, patient non-conveyance seems to be a problem in the healthcare system that strains the pre-hospital medical response teams’ resources. Policies and regulations should be adopted to encourage individuals to access other primary care centers when required rather than draining emergency services for non-emergency situations. MDPI 2023-07-20 /pmc/articles/PMC10379159/ /pubmed/37510636 http://dx.doi.org/10.3390/ijerph20146404 Text en © 2023 by the authors. https://creativecommons.org/licenses/by/4.0/Licensee MDPI, Basel, Switzerland. This article is an open access article distributed under the terms and conditions of the Creative Commons Attribution (CC BY) license (https://creativecommons.org/licenses/by/4.0/).
spellingShingle Article
Farhat, Hassan
Abid, Cyrine
El Aifa, Kawther
Gangaram, Padarath
Jones, Andre
Khenissi, Mohamed Chaker
Khadhraoui, Moncef
Gargouri, Imed
Al-Shaikh, Loua
Laughton, James
Alinier, Guillaume
Epidemiological Determinants of Patient Non-Conveyance to the Hospital in an Emergency Medical Service Environment
title Epidemiological Determinants of Patient Non-Conveyance to the Hospital in an Emergency Medical Service Environment
title_full Epidemiological Determinants of Patient Non-Conveyance to the Hospital in an Emergency Medical Service Environment
title_fullStr Epidemiological Determinants of Patient Non-Conveyance to the Hospital in an Emergency Medical Service Environment
title_full_unstemmed Epidemiological Determinants of Patient Non-Conveyance to the Hospital in an Emergency Medical Service Environment
title_short Epidemiological Determinants of Patient Non-Conveyance to the Hospital in an Emergency Medical Service Environment
title_sort epidemiological determinants of patient non-conveyance to the hospital in an emergency medical service environment
topic Article
url https://www.ncbi.nlm.nih.gov/pmc/articles/PMC10379159/
https://www.ncbi.nlm.nih.gov/pubmed/37510636
http://dx.doi.org/10.3390/ijerph20146404
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