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1.
Br Paramed J ; 9(1): 34-46, 2024 Jun 01.
Artigo em Inglês | MEDLINE | ID: mdl-38946734

RESUMO

Introduction: Ambulance personnel are exposed to traumatic and stressful situations, which can increase the risk of mental health conditions, such as post-traumatic stress disorder (PTSD). High rates of PTSD have been found in ambulance personnel (Petrie et al., 2018), but no review is available to examine post-traumatic growth (PTG - positive psychological change following a trauma) in this population. This literature review provides an overview of the prevalence rates and facilitators that may contribute to PTG in ambulance personnel. Methods: A systematic search was conducted on EBSCOhost in January 2024 across the following six databases: Academic Search Ultimate, PsycINFO, PsycARTICLES, MEDLINE, ERIC and Cumulative Index to Nursing and Allied Health Literature (CINAHL) Ultimate. Results: Eleven papers were identified for this review. Pooled prevalence of PTG was moderate (52%), and facilitators for PTG were grouped into five categories: coping style/strategies, resilience, personality traits, gender and incident characteristics. Conclusions: Numerous facilitators contributed to the development of PTG, although these did not arise in all papers. The quality of research ranged from satisfactory to excellent. Evidence suggested that adaptive coping style, high levels of resilience, the absence of a personality trait (neuroticism) and being female may facilitate PTG. Further research is needed to support the reliability of findings.

2.
Int J Qual Stud Health Well-being ; 19(1): 2374751, 2024 Dec.
Artigo em Inglês | MEDLINE | ID: mdl-38954758

RESUMO

PURPOSE: The suicidal process contains both observable and non-observable phases, and patients have described the process as characterized by loneliness and darkness. Ambulance clinicians encounter patients in all phases of the suicidal process but little is known on what meaning this encounter has to the patients. The aim of this study was to elucidate meanings of encountering ambulance clinicians while being in a suicidal process. METHODS: Data were collected through fifteen individual interviews with eight participants who had lived experiences of encountering ambulance clinicians. Inductive design using phenomenological hermeneutical approach was used. FINDINGS: Patients are impacted by the clinicians, both in how they find their value in the situation, but also in expected trajectory. Three themes; 'Being impacted by representatives of society', 'Being unsure of one´s own value' and 'Regaining hope in moments of togetherness' generated the main theme ´Navigating oneself through the eyes of the other´. CONCLUSION: The way ambulance clinicians communicate impacts how patients navigate themselves in the ambivalence about living or dying, and the encounter either consolidate a feeling of being a burden, or instil hope of an endurable life. Through conversation, clinicians could support the patients in taking the first steps in the journey of recovery.


Assuntos
Ambulâncias , Humanos , Feminino , Masculino , Adulto , Pessoa de Meia-Idade , Pesquisa Qualitativa , Solidão/psicologia , Esperança , Comunicação , Ideação Suicida , Suicídio/psicologia , Atitude do Pessoal de Saúde
3.
J Eval Clin Pract ; 2024 Jul 08.
Artigo em Inglês | MEDLINE | ID: mdl-38978398

RESUMO

RATIONALE: To date, family satisfaction with emergency medical technicians (EMTs) has only been reported through narrative statements in subjective evaluations. Although a quantitative assessment of healthcare professional satisfaction is desirable, no specific measures have been devised to assess family satisfaction with the healthcare and care provided by EMTs. AIMS AND OBJECTIVES: This study aimed to develop and validate an EMT care family satisfaction scale to measure patient satisfaction with prehospital emergency care. METHODS: The study population comprised 216 family members (N = 216) of patients who used ambulances between November 2020 and May 2021 in a single region in Japan. Questionnaires were distributed to the participants who provided informed consent. An exploratory factor analysis of construct validity was performed to validate the Family Satisfaction Scale. The Cronbach's alpha was used to validate the internal consistency reliability of the scale. RESULTS: The exploratory factor analysis results revealed a four-factor structure: 'explanation and communication,' 'physical treatment,' 'psychological support,' and 'environment in the ambulance.' The Cronbach's range (0.80-0.93) for the total score for each of these four factors and the overall total score confirmed favorable internal reliability of this study. CONCLUSIONS: The family satisfaction scale developed in this study was constructed and validated to highlight the role of EMTs and needs of the families in the prehospital care settings. Moreover, this scale can be applied in the evaluation and consideration of interventions to improve family satisfaction with EMTs.

4.
Epilepsy Behav ; 158: 109936, 2024 Jul 05.
Artigo em Inglês | MEDLINE | ID: mdl-38970890

RESUMO

PURPOSE: With epilepsy increasingly affecting older adults, seizure-related care needs arise in new settings. Persons in these settings must receive optimal support and challenges identified for remediation. This may entail the epilepsy community researching in unfamiliar environments. One setting is care homes. Seizure-related ambulance incidents in them are common. We conducted the first qualitative study with care home staff to explore their experiences and challenges in managing suspected seizures. METHODS: Three online focus groups were organised for January 2024 to explore ambulance calls, post-incident procedures, and challenges faced by care home staff when managing seizures. Persons were eligible to participate if they worked as a care assistant, nurse or manager in a care home in North-West England. Different recruitment pathways were employed including direct approach, a managers' network, social media and a register of research interested homes. Focus group audio recordings were transcribed and analysed using Hamilton's Rapid Analysis. RESULTS: Recruitment was difficult; 13 care home staff from 12 different homes were ultimately recruited. Despite data saturation not being achieved, insights were gained regarding ambulance call decisions, paperwork navigation, and follow-up care challenges. Patients not having meaningful seizure action plans in place and regulatory restrictions were identified as factors that contributed to potentially avoidable calls for ambulance help being made. CONCLUSION: This study highlights systemic issues in care homes' seizure care, emphasizing the need for further research. The epilepsy community may need to innovate to better research within this increasingly important setting. This study offers insights into the effectiveness of different recruitment strategies.

5.
Front Public Health ; 12: 1343550, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38883192

RESUMO

Introduction: The precise associations between temperature-related indices and mental and behavioral disorders (MBDs) have yet to be fully elucidated. Our study aims to ascertain the most effective temperature-related index and assess its immediate impact on emergency ambulance dispatches (EADs) due to MBDs in Shenzhen, China. Methods: EADs data and meteorological data from January 1, 2013, to December 31, 2020, in Shenzhen were collected. Distributed lag non-linear models (DLNMs) were utilized to examine the non-linear and lagged effects of temperature-related indices on EADs due to MBDs. The Quasi Akaike Information criterion (QAIC) was used to determine the optimal index after standardizing temperature-related indices. After adjusting for confounding factors in the model, we estimated the immediate and cumulative effects of temperature on EADs due to MBDs. Results: The analysis of short-term temperature effects on EADs due to MBDs revealed Humidex as the most suitable index. Referring to the optimal Humidex (3.2th percentile, 12.00°C), we observed a significant effect of Humidex over the threshold (34.6th percentile, 26.80°C) on EADs due to MBDs at lag 0-5. The cumulative relative risks for high temperature (90th percentile, 41.90°C) and extreme high temperature (99th percentile, 44.20°C) at lag 0-5 were 1.318 (95% CI: 1.159-1.499) and 1.338 (95% CI: 1.153-1.553), respectively. No significant cold effect was observed on EADs due to MBDs. Conclusion: High Humidex was associated with more EADs due to MBDs in subtropical regions. Health authorities should implement effective measures to raise public awareness of risks related to high temperature and protect vulnerable populations.


Assuntos
Ambulâncias , Transtornos Mentais , Temperatura , Humanos , China , Ambulâncias/estatística & dados numéricos , Transtornos Mentais/epidemiologia , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Despacho de Emergência Médica/estatística & dados numéricos
6.
Emerg Med J ; 2024 Jun 17.
Artigo em Inglês | MEDLINE | ID: mdl-38886060

RESUMO

BACKGROUND: The outcomes of patients who call an ambulance but are discharged at scene reflect the safety and quality of emergency medical service (EMS) care. While previous studies have examined the outcomes of patients discharged at scene, none have specifically focused on paramedic-initiated discharge. This study aims to describe the outcomes of adult patients discharged at scene by paramedics and identify factors associated with 72-hour outcomes. METHODS: This was a retrospective data linkage study on consecutive adult EMS patients discharged at scene by paramedics in Victoria, Australia, between 1 January 2015 and 30 June 2019. Multivariable logistic regression was used to investigate factors associated with EMS recontact, ED presentation, hospital admission and serious adverse events (death, cardiac arrest, category 1 triage or intensive care unit admission) within 72 hours of the initial emergency call. RESULTS: There were 375 758 cases of adults discharged at scene following EMS attendance, of which 222 571 (59.2%) were paramedic-initiated decisions. Of these, 6.8% recontacted EMS, 5.0% presented to ED, 2.4% were admitted to hospital and 0.3% had a serious adverse event in the following 72 hours. The odds of EMS recontact were increased in cases related to mental health (adjusted OR (AOR) 1.41 (95% CI 1.33 to 1.49)), among low-income government concession holders (AOR 1.61 (95% CI 1.55 to 1.67)) and in areas of low socioeconomic advantage (AOR 1.19 (95% CI 1.13 to 1.25)). The odds of hospital admission were increased in cases related to infection (AOR 3.14 (95% CI 2.80 to 3.52)) and pain (AOR 1.93 (95% CI 1.75 to 2.14)). The strongest driver of serious adverse events was an abnormal vital sign (AOR 4.81 (95% CI 3.87 to 5.98)). CONCLUSION: The occurrence of hospital admission and adverse events is rare in those discharged at scene, suggesting generally safe decision-making. However, increased attention to elderly, multimorbid patients or patients with infection and pain is recommended, as is further research examining the use of tools to aid paramedic recognition of potential for deterioration.

7.
Diabet Med ; : e15384, 2024 Jun 24.
Artigo em Inglês | MEDLINE | ID: mdl-38923618

RESUMO

AIMS: In tackling rising diabetes-related emergencies, the need to understand and address emergency service usage by people with type 1 diabetes is vital. This review aimed to quantify current trends in presentations for type 1 diabetes-related emergencies and identify public health strategies that reduce the frequency of diabetes-related emergencies and improve glycaemic management. METHODS: Medline (OVID), Cochrane and CINAHL were searched for studies published between 2000 and 2023, focusing on people with type 1 diabetes, severe hypoglycaemia and/or diabetic ketoacidosis, and ambulance and/or emergency department usage. There were 1313 papers identified, with 37 publications meeting review criteria. RESULTS: The incidence of type 1 diabetes-related emergencies varied from 2.4 to 14.6% over one year for hypoglycaemic episodes, and between 0.07 and 11.8 events per 100 person-years for hyperglycaemic episodes. Notably, our findings revealed that ongoing diabetes education and the integration of diabetes technology, such as continuous glucose monitoring and insulin pump therapy, significantly reduced the incidence of these emergencies. However, socio-economic disparities posed barriers to accessing these technologies, subsequently shifting the cost to emergency healthcare and highlighting the need for governments to consider subsidising these technologies as part of preventative measures. CONCLUSIONS: Improving access to continuous glucose monitoring and insulin pump therapy, in combination with ongoing diabetes education focusing on symptom recognition and early management, will reduce the incidence of diabetes-related emergencies. Concurrent research assessing emergency healthcare usage patterns during the implementation of such measures is essential to ensure these are cost-effective.

9.
BMC Health Serv Res ; 24(1): 716, 2024 Jun 11.
Artigo em Inglês | MEDLINE | ID: mdl-38858687

RESUMO

BACKGROUND: Individuals who have the ability to bounce back from stressful events, to recover from their troubles and adverse environmental conditions by getting stronger each time are known as resilient people. Some professions may cause more occupational anxiety than others due to their characteristics and working conditions. In this research, we aimed to develop a professional commitment scale for the ambulance team. Another aim was to analyze the relationships between professional commitment, occupational anxiety, resilience, gender, job, seniority and working unit variables. METHODS: In the study, data were collected from a total of 1142 emergency ambulance workers working in Emergency Ambulance and Emergency Call Centers in 34 different cities in Turkey. Data were collected using the "Professional Commitment of Ambulance Team Scale (PCATS), Occupational Anxiety Scale for Emergency Medical Service Professionals (OASEMSP), and Resilience Scale for Adults (RSA). Scale development analyses were carried out using Classical Test Theory (CTT) and Item Response Theory (IRT). Regression analysis were used to examine the relationships between professional commitment, occupational anxiety, resilience, gender, job, seniority and working unit. RESULTS: As a result of the exploratory factor analysis (EFA), it was determined that 8 items remaining in the professional commitment scale formed a single-factor structure, explaining 46% of the variance of professional commitment of the team. The Cronbach's Alpha reliability value was 0.867. Confirmatory factor analysis (CFA) confirmed the results of exploratory factor analysis. The Cronbach's Alpha reliability coefficient obtained through CTT was 0.868, and the marginal reliability coefficient within the scope of IRT was 0.877. The test-retest reliability coefficient was calculated as 0.832, which indicates that the scale is valid and reliable. CONCLUSIONS: The study revealed that resilience has a positive effect for professional commitment while occupational anxiety has a negative effect for professional commitment. In addition, having a moderate seniority has a negative (reducing) effect for professional commitment. Other variables (gender, job, and working unit) was found to have no significant impact on professional commitment.


Assuntos
Ambulâncias , Resiliência Psicológica , Humanos , Feminino , Masculino , Adulto , Turquia , Inquéritos e Questionários , Ansiedade/psicologia , Pessoa de Meia-Idade , Psicometria , Estresse Ocupacional/psicologia
10.
Accid Anal Prev ; 204: 107646, 2024 Sep.
Artigo em Inglês | MEDLINE | ID: mdl-38830295

RESUMO

Paramedics face various unconventional and secondary task demands while driving ambulances, leading to significant cognitive load, especially during lights-and-sirens responses. Previous research suggests that high cognitive load negatively affects driving performance, increasing the risk of accidents, particularly for inexperienced drivers. The current study investigated the impact of anticipatory treatment planning on cognitive load during emergency driving, as assessed through the use of a driving simulator. We recruited 28 non-paramedic participants to complete a simulated baseline drive with no task and a cognitive load manipulation using the 1-back task. We also recruited 18 paramedicine students who completed a drive while considering two cases they were travelling to: cardiac arrest and infant seizure, representing varying difficulty in required treatment. The results indicated that both cases imposed considerable cognitive load, as indicated by NASA Task Load Index responses, comparable to the 1-back task and significantly higher than driving with no load. These findings suggest that contemplating cases and treatment plans may impact the safety of novice paramedics driving ambulances for emergency response. Further research should explore the influence of experience and the presence of a second individual in the vehicle to generalise to broader emergency response driving contexts.


Assuntos
Condução de Veículo , Cognição , Humanos , Masculino , Feminino , Condução de Veículo/psicologia , Adulto , Adulto Jovem , Convulsões/psicologia , Simulação por Computador , Pessoal Técnico de Saúde/educação , Pessoal Técnico de Saúde/psicologia , Ambulâncias , Lactente , Tratamento de Emergência , Análise e Desempenho de Tarefas , Paramedicina
11.
Prehosp Emerg Care ; : 1-8, 2024 Jun 27.
Artigo em Inglês | MEDLINE | ID: mdl-38935488

RESUMO

Objectives: Medical Priority Dispatch System (MPDS) is a system used to assign medical 9-1-1 calls to one of 35 chief complaints that are further categorized in order of increasing priority, Alpha through Echo. In this descriptive study we demonstrate the methodology of matching MPDS codes to a county mortality registry. We also evaluated the ability of select MPDS codes (fall, respiratory, sick person, and abdominal pain) to predict mortality up to 30 days for all ages transported by Alameda County Emergency Medical Services (EMS).Methods: Using Alameda County EMS data, we conducted a retrospective review of all EMS encounters that occurred from November 1, 2011, to November 1, 2016. To describe mortality in this population, we identified unique patients and linked them to the Alameda County Public Health Death Registry. We identified mortality at 48 hours, 7 days, and 30 days after an EMS encounter.Results: Approximately 99% of the EMS encounters were matched with unique patient identifiers, yielding a study sample of 202,431 (4% less than age 18, 53% between ages 18-65, and 43% over age 65). Patients with a respiratory chief complaint had the highest mortality percentage in each age group (0.23%, 2.7%, and 14.55% respectively). There was no correlation between MPDS code and mortality for patients less than age 18. An increase in Alpha through Echo designation for respiratory complaints in patients 18-65 and older than 65 years corresponded with an increase in 30-day mortality.Conclusions: This study demonstrates an upward trend in mortality with increasing acuity of Alpha through Echo designations for adult patients with respiratory complaints. Mortality increased with age in this cohort. Most of the deaths occurred after 7 days.

12.
Cerebrovasc Dis ; : 1-4, 2024 May 30.
Artigo em Inglês | MEDLINE | ID: mdl-38815572

RESUMO

INTRODUCTION: Recruitment is complete in the fourth INTEnsive ambulance-delivered blood pressure Reduction in hyper-ACute stroke Trial (INTERACT4), a multicenter, prospective, randomized, open-label, blinded endpoint assessed trial of prehospital blood pressure (BP) lowering initiated in the ambulance for patients with a suspected acute stroke and elevated BP in China. According to the registered and published trial protocol and developed by the blinded trial Steering Committee and Operations team, this manuscript outlines a detailed statistical analysis plan for the trial prior to database lock. METHODS: Patients were randomized (1:1) to intensive (target systolic BP 130-140 mm Hg within 30 min) or guideline-recommended BP management (BP lowering only considered if systolic BP >220 mm Hg) group. Primary outcome is an ordinal analysis of the full range of scores on the modified Rankin scale at 90 days. A modified sample size of 2,320 was estimated to provide 90% power to detect a 22% reduction in the odds (common odds ratio of 0.78) of a worse functional outcome using ordinal logistic regression, on the assumption of 5% patients with missing outcome and 6% patients with a stroke mimic. CONCLUSION: The statistical analysis plan for the trial has been developed to ensure transparent, verifiable, and prespecified analysis and to avoid potential bias in the evaluation of the trial intervention.

13.
Resusc Plus ; 18: 100658, 2024 Jun.
Artigo em Inglês | MEDLINE | ID: mdl-38745752

RESUMO

Introduction: Helicopter emergency medical services (HEMS) are used in the United States and globally to respond to patients with critical illness and victims of traumatic injury. Relatively limited research has examined their role in responding to out-of-hospital cardiac arrests (OHCA) in the United States. In this study, we compared OHCA treated by HEMS units with cardiac arrests treated by ground ambulances. Methods: We queried a large national-level database of emergency medical services (EMS) activations in the United States (NEMSIS). Inclusion criteria were OHCA activations between January 1, 2022 and December 31, 2022 treated by either HEMS or ground ambulance. Key arrest data from both groups were then compared. Interfacility transfers and cardiac arrests after EMS arrival were excluded. Results: A total of 1,233 cardiac arrests treated by HEMS and 341,096 cardiac arrests treated by ground ambulances met inclusion criteria. Comparing the two groups, cardiac arrests with HEMS response were more likely to be male (66.7% vs. 62.8%, p < 0.01), White (50.2% vs. 45.7%, p < 0.01), under 18 years old (10.9% vs. 2.7%, p < 0.001), associated with traumatic injury (19.1% vs. 5.7%, p < 0.001), witnessed (72.7% vs. 37.3%, p < 0.001), and initially-shockable (24.7% vs. 11.1%, p < 0.001). Conclusion: Our comparison of cardiac arrests treated by HEMS with cardiac arrests treated by ground ambulance reveals significant differences between the two groups. Further research is needed to better characterize HEMS' ideal role in the response to OHCA as new prehospital resuscitative techniques for non-traumatic and traumatic cardiac arrest are developed.

14.
BMC Health Serv Res ; 24(1): 678, 2024 May 29.
Artigo em Inglês | MEDLINE | ID: mdl-38811956

RESUMO

BACKGROUND: Paramedics' work, even pre-pandemic, can be confronting and dangerous. As pandemics add extra stressors, the study explored paramedics' lived experience of the barriers to, and enablers of, responding to suspected or confirmed Coronavirus Disease 2019 (COVID-19) cases. METHODS: This exploratory-descriptive qualitative study used semi-structured interviews to investigate Queensland metropolitan paramedics' experiences of responding to cases during the COVID-19 pandemic. Interview transcripts were analysed using thematic analysis. Registered Paramedics were recruited by criterion sampling of staff who experienced the COVID-19 pandemic as active officers. RESULTS: Nine registered paramedics participated. Five themes emerged: communication, fear and risk, work-related protective factors, leadership, and change. Unique barriers included impacts on effective communication due to the mobile nature of paramedicine, inconsistent policies/procedures between different healthcare facilities, dispatch of incorrect information to paramedics, assisting people to navigate the changing healthcare system, and wearing personal protective equipment in hot, humid environments. A lower perceived risk from COVID-19, and increased empathy after recovering from COVID-19 were unique enablers. CONCLUSIONS: This study uncovered barriers and enablers to attending suspected or confirmed COVID-19 cases unique to paramedicine, often stemming from the mobile nature of prehospital care, and identifies the need for further research in paramedicine post-pandemic to better understand how paramedics can be supported during public health emergencies to ensure uninterrupted ambulance service delivery.


Assuntos
Pessoal Técnico de Saúde , COVID-19 , Pesquisa Qualitativa , SARS-CoV-2 , Humanos , COVID-19/psicologia , COVID-19/epidemiologia , COVID-19/prevenção & controle , Queensland/epidemiologia , Pessoal Técnico de Saúde/psicologia , Feminino , Masculino , Adulto , Entrevistas como Assunto , Pandemias/prevenção & controle , Atitude do Pessoal de Saúde , Equipamento de Proteção Individual/provisão & distribuição , Auxiliares de Emergência/psicologia , Liderança , Pessoa de Meia-Idade , Paramédico
15.
J Interprof Care ; 38(4): 664-674, 2024.
Artigo em Inglês | MEDLINE | ID: mdl-38717805

RESUMO

Healthcare is often conducted by interprofessional teams. Research has shown that diverse groups with their own terminology and culture greatly influence collaboration and patient safety. Previous studies have focused on interhospital teams, and very little attention has been paid to team collaboration between intrahospital and prehospital care. Addressing this gap, the current study simulated a common and time-critical event for ambulance nurses (AN) that also required contact with a stroke specialist in a hospital. Today such consultations are usually conducted over the phone, this simulation added a video stream from the ambulance to the neurologist on call. The aim of this study was to explore interprofessional collaboration between AN's and neurologists when introducing video-support in the prehospital stroke chain of care. The study took place in Western Sweden. The simulated sessions were video recorded, and the participants were interviewed after the simulation. The results indicate that video has a significant impact on collaboration and can help to facilitate better understanding among different professional groups. The participants found the video to be a valuable complement to verbal information. The result also showed challenges in the form of a loss of patient focused care. Both ANs and neurologists saw the video as benefiting patient safety.


Assuntos
Comportamento Cooperativo , Serviços Médicos de Emergência , Relações Interprofissionais , Equipe de Assistência ao Paciente , Papel Profissional , Acidente Vascular Cerebral , Humanos , Equipe de Assistência ao Paciente/organização & administração , Suécia , Serviços Médicos de Emergência/organização & administração , Acidente Vascular Cerebral/terapia , Gravação em Vídeo , Masculino , Feminino , Neurologistas , Adulto , Treinamento por Simulação , Ambulâncias/organização & administração
16.
Prehosp Disaster Med ; : 1-11, 2024 May 17.
Artigo em Inglês | MEDLINE | ID: mdl-38757150

RESUMO

OBJECTIVE: The aim of this study was to summarize the literature on the applications of machine learning (ML) and their performance in Emergency Medical Services (EMS). METHODS: Four relevant electronic databases were searched (from inception through January 2024) for all original studies that employed EMS-guided ML algorithms to enhance the clinical and operational performance of EMS. Two reviewers screened the retrieved studies and extracted relevant data from the included studies. The characteristics of included studies, employed ML algorithms, and their performance were quantitively described across primary domains and subdomains. RESULTS: This review included a total of 164 studies published from 2005 through 2024. Of those, 125 were clinical domain focused and 39 were operational. The characteristics of ML algorithms such as sample size, number and type of input features, and performance varied between and within domains and subdomains of applications. Clinical applications of ML algorithms involved triage or diagnosis classification (n = 62), treatment prediction (n = 12), or clinical outcome prediction (n = 50), mainly for out-of-hospital cardiac arrest/OHCA (n = 62), cardiovascular diseases/CVDs (n = 19), and trauma (n = 24). The performance of these ML algorithms varied, with a median area under the receiver operating characteristic curve (AUC) of 85.6%, accuracy of 88.1%, sensitivity of 86.05%, and specificity of 86.5%. Within the operational studies, the operational task of most ML algorithms was ambulance allocation (n = 21), followed by ambulance detection (n = 5), ambulance deployment (n = 5), route optimization (n = 5), and quality assurance (n = 3). The performance of all operational ML algorithms varied and had a median AUC of 96.1%, accuracy of 90.0%, sensitivity of 94.4%, and specificity of 87.7%. Generally, neural network and ensemble algorithms, to some degree, out-performed other ML algorithms. CONCLUSION: Triaging and managing different prehospital medical conditions and augmenting ambulance performance can be improved by ML algorithms. Future reports should focus on a specific clinical condition or operational task to improve the precision of the performance metrics of ML models.

17.
Scand J Trauma Resusc Emerg Med ; 32(1): 39, 2024 May 01.
Artigo em Inglês | MEDLINE | ID: mdl-38693580

RESUMO

BACKGROUND: Procedural sedation and analgesia (PSA) is a technique of administering sedatives to induce a state that allows the patient to tolerate painful procedures while maintaining cardiorespiratory function, a condition that is frequently desired prehospital. Non-physician prehospital clinicians often have a limited scope of practice when it comes to providing analgesia and sedation; sometimes resulting in a crew request for back-up from physician-staffed prehospital services.". This is also the case if sedation is desirable. Advanced practice providers (APPs), who are legally authorized and trained to carry out this procedure, may be a solution when the physician-staffed service is not available or will not be available in time. METHODS: The aim of this study is to gain insight in the circumstances in which an APP, working at the Dutch ambulance service "RAV Brabant MWN" from January 2019 to December 2022, uses propofol for PSA or to provide sedation. With this a retrospective observational document study we describe the characteristics of patients and ambulance runs and evaluates the interventions in terms of safety. RESULTS: During the study period, the APPs administered propofol 157 times for 135 PSA and in 22 cases for providing sedation. The most common indication was musculoskeletal trauma such as fracture care or the reduction of joint dislocation. In 91% of the situations where propofol was used, the predetermined goal e.g. alignment of fractured extremity, repositioning of luxated joint or providing sedation the goal was achieved. There were 12 cases in which one or more adverse events were documented and all were successfully resolved by the APP. There were no cases of laryngospam, airway obstruction, nor anaphylaxis. None of the adverse events led to unexpected hospitalization or death. CONCLUSION: During the study period, the APPs performed 135 PSAs and provided 22 sedations. The success rate of predetermined goals was higher than that stated in the literature. Although there were a number of side effects, their incidences were lower than those reported in the literature, and these were resolved by the APP during the episode of care. Applying a PSA by an APP at the EMS "RAV Brabant MWN" appears to be safe with a high success rate.


Assuntos
Serviços Médicos de Emergência , Humanos , Países Baixos , Estudos Retrospectivos , Masculino , Feminino , Hipnóticos e Sedativos/administração & dosagem , Sedação Consciente/métodos , Pessoa de Meia-Idade , Adulto , Propofol/administração & dosagem , Idoso
18.
BMC Emerg Med ; 24(1): 92, 2024 May 31.
Artigo em Inglês | MEDLINE | ID: mdl-38816727

RESUMO

INTRODUCTION: Pre-hospital ambulance service is the most important part of healthcare service. Client satisfaction with the service indicates the degree of adaptation to the appropriate quality and quantity of services. Patients' dissatisfaction with the service can affect their expectations of the overall services that they will receive later in the definitive care facility. However, it is not a well-addressed area in developing countries, including Ethiopia. OBJECTIVE: This study aimed to identify the ambulance service satisfaction level and associated factors among service users in Addis Ababa, Ethiopia. METHODS: A cross-sectional study was conducted in five governmental hospitals in Addis Ababa city. A face-to-face exit interview technique was employed on a total of 410 consecutively selected participants using a pretested tool developed from similar sources. The cleaned data was entered into the Epi-Data Manager 4.6 version and then exported to SPSS version 26 for analysis. The dependent variable was dichotomized into satisfied and unsatisfied to compute bivariate logistic regression. In the multivariate logistic regression model, predictors with a p-value < 0.05 at the 95% CI were considered to have a significant association. RESULT: A total of 410 respondents were included in the study. The mean of participants' responses regarding ambulance personnel, call operator, treatment on the scene, and ambulance subscale was 3.64, 3.48, 3.40, and 3.43, respectively. The study found that only 21.5% of participants were satisfied by the ambulance service they received. There was a statistically significant association between ambulance service satisfaction and age (AOR = 3.52, 95% CI: 1.01-12.36), monthly income (AOR = 3.13, 95% CI: 1.41-6.94), ambulance response time (AOR = 10.33, 95% CI: 2.09-51.06), type of ambulance used (AOR = 4.55, 95% CI: 2.19-9.43), and previous ambulance usage (AOR = 2.33, 95% CI: 1.34-4.05). CONCLUSION: The study found a low level of satisfaction among ambulance users. The findings suggest that ambulance personnel performance is a key determinant of user satisfaction, while treatment at the scene and in the ambulances, and call operator areas require improvement. Age, monthly income, ambulance response time, type of ambulance, and previous ambulance use also influenced satisfaction. Improving the quality of services, reducing response time, and ensuring call operators are trained are vital steps to enhance satisfaction.


Assuntos
Ambulâncias , Satisfação do Paciente , Humanos , Etiópia , Feminino , Estudos Transversais , Masculino , Adulto , Pessoa de Meia-Idade , Adulto Jovem , Adolescente , Serviços Médicos de Emergência
19.
JMIR Public Health Surveill ; 10: e46029, 2024 05 10.
Artigo em Inglês | MEDLINE | ID: mdl-38728683

RESUMO

BACKGROUND: The COVID-19 pandemic impacted mental health and health care systems worldwide. OBJECTIVE: This study examined the COVID-19 pandemic's impact on ambulance attendances for mental health and overdose, comparing similar regions in the United Kingdom and Canada that implemented different public health measures. METHODS: An interrupted time series study of ambulance attendances was conducted for mental health and overdose in the United Kingdom (East Midlands region) and Canada (Hamilton and Niagara regions). Data were obtained from 182,497 ambulance attendance records for the study period of December 29, 2019, to August 1, 2020. Negative binomial regressions modeled the count of attendances per week per 100,000 population in the weeks leading up to the lockdown, the week the lockdown was initiated, and the weeks following the lockdown. Stratified analyses were conducted by sex and age. RESULTS: Ambulance attendances for mental health and overdose had very small week-over-week increases prior to lockdown (United Kingdom: incidence rate ratio [IRR] 1.002, 95% CI 1.002-1.003 for mental health). However, substantial changes were observed at the time of lockdown; while there was a statistically significant drop in the rate of overdose attendances in the study regions of both countries (United Kingdom: IRR 0.573, 95% CI 0.518-0.635 and Canada: IRR 0.743, 95% CI 0.602-0.917), the rate of mental health attendances increased in the UK region only (United Kingdom: IRR 1.125, 95% CI 1.031-1.227 and Canada: IRR 0.922, 95% CI 0.794-1.071). Different trends were observed based on sex and age categories within and between study regions. CONCLUSIONS: The observed changes in ambulance attendances for mental health and overdose at the time of lockdown differed between the UK and Canada study regions. These results may inform future pandemic planning and further research on the public health measures that may explain observed regional differences.


Assuntos
Ambulâncias , COVID-19 , Overdose de Drogas , Análise de Séries Temporais Interrompida , Humanos , COVID-19/epidemiologia , Ambulâncias/estatística & dados numéricos , Reino Unido/epidemiologia , Canadá/epidemiologia , Overdose de Drogas/epidemiologia , Masculino , Adulto , Feminino , Pessoa de Meia-Idade , Adulto Jovem , Adolescente , Idoso , Transtornos Mentais/epidemiologia
20.
BMC Emerg Med ; 24(1): 81, 2024 May 12.
Artigo em Inglês | MEDLINE | ID: mdl-38735937

RESUMO

BACKGROUND: In pre-hospital setting, ambulance provides emergency care and means of transport to arrive at appropriate health centers are as vital as in-hospital care, especially, in developing countries. Accordingly, Ethiopia has made several efforts to improve accessibility of ambulances services in prehospital care system that improves the quality of basic emergency care. Yet, being a recent phenomenon in Ethiopia, empirical studies are inadequate with regard to the practice and determinants of ambulance service utilization in pre-hospital settings. Hence, this study aimed to assess the ambulance service utilization and its determinants among patients admitted to the Emergency Departments (EDs) within the context of pre-hospital care system in public hospitals of Jimma City. METHOD: A cross-sectional study design was used to capture quantitative data in the study area from June to July 2022. A systematic sampling technique was used to select 451 participants. Interviewer-administered questionnaire was used to collect data. Data analysis was done using SPSS version 26.0; descriptive and logistic regressions were done, where statistical significance was determined at p < 0.05. RESULTS: Ambulance service was rendered to bring about 39.5% (of total sample, 451) patients to hospitals. The distribution of service by severity of illnesses was 48.7% among high, and 39.4% among moderately acute cases. The major determinants of ambulance service utilization were: service time (with AOR, 0.35, 95%CI, 0.2-0.6 for those admitted to ED in the morning, and AOR, 2.36, 95%CI, 1.3-4.4 for those at night); referral source (with AOR, 0.2, 95%CI, 0.1-0.4 among the self-referrals); mental status (with AOR, 1.9, 95%CI, 1-3.5 where change in the level of consciousness is observed); first responder (AOR, 6.3 95%CI, 1.5-26 where first responders were the police, and AOR, 3.4, 95%C1, 1.7-6.6 in case of bystanders); distance to hospital (with AOR,0.37, 95%CI, 0.2-0.7 among the patients within ≤15km radius); and prior experience in ambulance use (with AOR, 4.1,95%CI, 2.4-7). CONCLUSION: Although the utilization of ambulance in pre-hospital settings was, generally, good in Jimma City; lower levels of service use among patients in more acute health conditions is problematic. Community-based emergency care should be enhanced to improve the knowledge and use of ambulance services.


Assuntos
Ambulâncias , Serviços Médicos de Emergência , Humanos , Etiópia , Ambulâncias/estatística & dados numéricos , Estudos Transversais , Masculino , Feminino , Adulto , Pessoa de Meia-Idade , Serviços Médicos de Emergência/estatística & dados numéricos , Adolescente , Inquéritos e Questionários , Adulto Jovem , Serviço Hospitalar de Emergência/estatística & dados numéricos , Idoso
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