Predictors of care home resident conveyance to hospital or referral to community pathways by a regional ambulance service attending medical emergencies: a retrospective cross sectional study

<h3>Background</h3><p dir="ltr">Care home residents are at higher risk compared with community dwelling elders for medical emergencies, often resulting in ambulance attendance and conveyance to hospital. We aimed to determine the factors predicting care home resident conveyance to hospital or referral to community pathways by an ambulance service.</p><h3>Methods</h3><p dir="ltr">We used a retrospective cross-sectional study design analysing routine data from electronic clinical records from East Midlands Ambulance Service NHS Trust (EMAS). Data comprised all patients including care home residents attended by ambulance from 2018 to 2021. A multivariable logistic regression model was used to identify the main predictors of conveyance to hospital or referral to community services.</p><h3>Results</h3><p dir="ltr">Data included 170,612 attendances to care homes representing 7.5% of the total number of EMAS attendances between 2018 and 2021. The main predictors of conveyance to hospital were being male (Relative Risk Ratio [RRR] 1.07, 95% Confidence Interval [CI] 1.03–1.10, <i>p</i> < 0.001), aged 70–79 years (RRR 1.09, 95%CI 1.03–1.17, <i>p</i> < 0.001) or 80–89 years (RRR 1.10, 95%CI 1.03–1.17, <i>p</i> < 0.001), situated in an area of higher deprivation (RRR 1.06, 95%CI 1.03–1.09, <i>p</i> < 0.001), or having dispatch categories which included cardiovascular (RRR 11.29, 95%CI 10.43–12.22, <i>p</i> < 0,001), trauma such as falls (RRR 9.50, 95%CI 8.97–10.05, <i>p</i> < 0,001) or neurological conditions (RRR 9.06, 95%CI 8.42–9.75, <i>p</i> < 0,001). Calls made by health care professionals (HCPs) (RRR 15.37, 95%CI 13.41–17.62, <i>p</i> < 0,001) or where patients had a higher National Early Warning Score (NEWS2) (RRR 1.23, 95%CI 1.22–1.24, <i>p</i> < 0,001) resulted in significantly increased conveyance.</p><h3>Conclusions</h3><p dir="ltr">Various factors significantly predicted conveyance of care home residents to hospital by ambulance. These included HCP referral and a higher NEWS2 score confirming that severity of clinical condition of the patient significantly increased conveyance. Future interventions to prevent or address certain conditions such as falls or provide enhanced care in care homes may prevent some emergencies or reduce the likelihood of conveyance to hospital.</p>

Publication Details

Journal
Figshare
Published
2024-11-27
Primary Topic
X-ray Diffraction in Crystallography
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Predictors of care home resident conveyance to hospital or referral to community pathways by a regional ambulance service attending medical emergencies: a retrospective cross sectional study

Figshare
X-ray Diffraction in Crystallography
article

Predictors of care home resident conveyance to hospital or referral to community pathways by a regional ambulance service attending medical emergencies: a retrospective cross sectional study

article en

Abstract

<h3>Background</h3><p dir="ltr">Care home residents are at higher risk compared with community dwelling elders for medical emergencies, often resulting in ambulance attendance and conveyance to hospital. We aimed to determine the factors predicting care home resident conveyance to hospital or referral to community pathways by an ambulance service.</p><h3>Methods</h3><p dir="ltr">We used a retrospective cross-sectional study design analysing routine data from electronic clinical records from East Midlands Ambulance Service NHS Trust (EMAS). Data comprised all patients including care home residents attended by ambulance from 2018 to 2021. A multivariable logistic regression model was used to identify the main predictors of conveyance to hospital or referral to community services.</p><h3>Results</h3><p dir="ltr">Data included 170,612 attendances to care homes representing 7.5% of the total number of EMAS attendances between 2018 and 2021. The main predictors of conveyance to hospital were being male (Relative Risk Ratio [RRR] 1.07, 95% Confidence Interval [CI] 1.03–1.10, <i>p</i> < 0.001), aged 70–79 years (RRR 1.09, 95%CI 1.03–1.17, <i>p</i> < 0.001) or 80–89 years (RRR 1.10, 95%CI 1.03–1.17, <i>p</i> < 0.001), situated in an area of higher deprivation (RRR 1.06, 95%CI 1.03–1.09, <i>p</i> < 0.001), or having dispatch categories which included cardiovascular (RRR 11.29, 95%CI 10.43–12.22, <i>p</i> < 0,001), trauma such as falls (RRR 9.50, 95%CI 8.97–10.05, <i>p</i> < 0,001) or neurological conditions (RRR 9.06, 95%CI 8.42–9.75, <i>p</i> < 0,001). Calls made by health care professionals (HCPs) (RRR 15.37, 95%CI 13.41–17.62, <i>p</i> < 0,001) or where patients had a higher National Early Warning Score (NEWS2) (RRR 1.23, 95%CI 1.22–1.24, <i>p</i> < 0,001) resulted in significantly increased conveyance.</p><h3>Conclusions</h3><p dir="ltr">Various factors significantly predicted conveyance of care home residents to hospital by ambulance. These included HCP referral and a higher NEWS2 score confirming that severity of clinical condition of the patient significantly increased conveyance. Future interventions to prevent or address certain conditions such as falls or provide enhanced care in care homes may prevent some emergencies or reduce the likelihood of conveyance to hospital.</p>

Figshare
Openalex Percentile: Top 67%
X-ray Diffraction in Crystallography
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.

Predictors of care home resident conveyance to hospital or referral to community pathways by a regional ambulance service attending medical emergencies: a retrospective cross sectional study · Figshare (2024) | TGRS Research Map | TGRS