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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...
Autores principales: | , , , , , , , , , , |
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Formato: | Online Artículo Texto |
Lenguaje: | English |
Publicado: |
MDPI
2023
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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. |
format | Online Article Text |
id | pubmed-10379159 |
institution | National Center for Biotechnology Information |
language | English |
publishDate | 2023 |
publisher | MDPI |
record_format | MEDLINE/PubMed |
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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