Resuscitation is the medical process of reviving a patient in cardiac arrest or impending cardiac arrest. In this paper, we describe some of the resuscitation research conducted by our group. The discussion will include: using Geographic Information Systems (GIS) technology to describe the geographic epidemiology of pre-hospital cardiac arrest in Singapore, therapeutic post resuscitation hypothermia, and automated cardio-pulmonary resuscitation (CPR) using a load-distributing band (LDB) device.
Cardiopulmonary Resuscitation - Education

BACKGROUND: This study was undertaken to validate the use of the modified early warning score (MEWS) as a predictor of patient mortality and intensive care unit (ICU)/ high dependency (HD) admission in an Asian population. METHODS: The MEWS was applied to a retrospective cohort of 1024 critically ill patients presenting to a large Asian tertiary emergency department (ED) between November 2006 and December 2007. Individual MEWS was calculated based on vital signs parameters on arrival at ED. Outcomes of mortality and ICU/HD admission were obtained from hospital records. The ability of the composite MEWS and its individual components to predict mortality within 30 days from ED visit was assessed. Sensitivity, specificity, positive and negative predictive values were derived and compared with values from other cohorts. A MEWS of ≥4 was chosen as the cut-off value for poor prognosis based on previous studies. RESULTS: A total of 311 (30.4%) critically ill patients were presented with a MEWS ≥4. Their mean age was 61.4 years (SD 18.1) with a male to female ratio of 1.10. Of the 311 patients, 53 (17%) died within 30 days, 64 (20.6%) were admitted to ICU and 86 (27.7%) were admitted to HD. The area under the receiver operating characteristic curve was 0.71 with a sensitivity of 53.0% and a specificity of 72.1% in addition to a positive predictive value (PPV) of 17.0% and a negative predictive value (NPV) of 93.4% (MEWS cut-off of ≥4) for predicting mortality. CONCLUSION: The composite MEWS did not perform wel in predicting poor patient outcomes for critical y il patients presenting to an ED.

No abstract available.
Cardiopulmonary Resuscitation*

PURPOSE: We evaluated the influence of time-related input, throughput, and output factors on ambulance diversions in an urban emergency department (ED). METHODS: Data was prospectively collected in an urban ED for one year. We measured daily input factors (daily number of visit, etc), throughput factors (ED length of stay), and output factors (occupancy rate of adult ward, etc). The duty emergency physician had the authority to declare an ambulance diversion. There was no written protocol for ambulance diversion, and each diversion lasted 4 hours if not extended. We estimated the effect of the potential factors of the same day and the previous day on ambulance diversion with a multivariates logistic regression analysis excluding variables with collinearity RESULTS: The total annual number of visits was 40,863. The number of patients delivered by ambulance was 4,059 (9.9%). Ambulance diversion occurred 29 times during 365 twenty-four hour observation intervals (7.9%). The multivariates logistic regression analyses revealed three significant independent factors of ambulance diversion: the ward occupancy rate of the previous day (odds ratio [OR], 1.278; 95% confidence interval [CI], 1.039-1.573), the elderly proportion for the day (OR, 1.106; 95% CI, 1.005-1.217), the total number of visits of the day (OR, 1.079; 95% CI, 1.039-1.120). CONCLUSION: Daily number of visits, proportion of elderly, and ward occupancy rate of the previous day were found to be factors related with ambulance diversion, with the hospital occupancy rate of the previous day showing the highest OR.
Adult ; Aged ; Ambulances ; Crowding ; Emergencies ; Emergency Service, Hospital ; Humans ; Logistic Models ; Prospective Studies ; Time Factors

Humans ; Child ; Triage ; Magnetic Resonance Imaging ; Head ; Brain/diagnostic imaging* ; Artificial Intelligence

BACKGROUND:To determine if elderly frequent attenders are associated with increased 30-day mortality, assess resource utilization by the elderly frequent attenders and identify associated characteristics that contribute to mortality. METHODS:Retrospective observational study of electronic clinical records of all emergency department (ED) visits over a 10-year period to an urban tertiary general hospital in Singapore. Patients aged 65 years and older, with 3 or more visits within a calendar year were identified. Outcomes measured include 30-day mortality, admission rate, admission diagnosis and duration spent at ED. Chi-square-tests were used to assess categorical factors and Student t-test was used to assess continuous variables on their association with being a frequent attender. Univariate and multivariate logistic regressions were conducted on all significant independent factors on to the outcome variable (30-day mortality), to determine factor independent odds ratios of being a frequent attender. RESULTS:1.381 million attendance records were analyzed. Elderly patients accounted for 25.5％ of all attendances, of which 31.3％ are frequent attenders. Their 30-day mortality rate increased from 4.0％ in the first visit, to 8.8％ in the third visit, peaking at 10.2％ in the sixth visit. Factors associated with mortality include patients with neoplasms, ambulance utilization, male gender and having attended the ED the previous year. CONCLUSION:Elderly attenders have a higher 30-day mortality risk compared to the overall ED population, with mortality risk more marked for frequent attenders. This study illustrates the importance and need for interventions to address frequent ED visits by the elderly, especially in an aging society.

The role of the dispatch centre has increasingly become a focus of attention in cardiac arrest resuscitation. The dispatch centre is part of the first link in the chain of survival because without the initiation of early access, the rest of the chain is irrelevant. The influence of dispatch can also extend to the initiation of bystander cardiopulmonary resuscitation, early defibrillation and the rapid dispatch of emergency ambulances. The new International Liaison Committee on Resuscitation, the American Heart Association and, especially, the European Resuscitation Council 2015 guidelines have been increasing their emphasis on dispatch as the key to improving out-of-hospital cardiac arrest survival.

We aimed to know the risk-stratification-based prevalence of bacterial contamination of ambulance vehicle surfaces, equipment, and materials. This study was performed in a metropolitan area with fire-based single-tiered Basic Life Support ambulances. Total 13 out of 117 ambulances (11.1%) were sampled and 33 sites per each ambulance were sampled using a soft rayon swab and aseptic containers. These samples were then plated onto a screening media of blood agar and MacConkey agar. Specific identification with antibiotic susceptibility was performed. We categorized sampling sites into risk stratification-based groups (Critical, Semi-critical, and Non-critical equipment) related to the likelihood of direct contact with patients' mucosa. Total 214 of 429 samples showed positive results (49.9%) for any bacteria. Four of these were pathogenic (0.9%) (MRSA, MRCoNS, and K. pneumoniae), and 210 of these were environmental flora (49.0%). However, the prevalence (positive/number of sample) of bacterial contamination in critical, semi-critical airway, semi-critical breathing apparatus group was as high as 15.4% (4/26), 30.7% (16/52), and 46.2% (48/104), respectively. Despite current formal guidelines, critical and semi-critical equipments were contaminated with pathogens and normal flora. This study suggests the need for strict infection control and prevention for ambulance services.
Adult ; Aged ; *Ambulances ; Bacteria/growth & development/*isolation & purification ; Bacterial Infections/diagnosis ; Emergency Medical Services ; *Equipment Contamination ; Equipment and Supplies/*microbiology ; Female ; Humans ; Infection Control ; Male ; Microbial Sensitivity Tests ; Middle Aged ; Risk Factors

INTRODUCTION: The burden of frequent attenders (FAs) of emergency departments (EDs) on healthcare resources is underestimated when single-centre analyses do not account for utilisation of multiple EDs by FAs. We aimed to quantify the extent of multiple ED use by FAs and to characterise FAs. METHODS: We reviewed nationwide ED attendance in Singapore data from 1 January 2006 to 31 December 2018 (13 years). FAs were defined as patients with ≥4 ED visits in any calendar year. Single ED FAs and multiple ED FAs were patients who attended a single ED exclusively and ≥2 distinct EDs within the year, respectively. Mixed ED FAs were patients who attended a mix of a single ED and multiple EDs in different calendar years. We compared the characteristics of FAs using multivariable logistic regression. RESULTS: We identified 200,130 (6.3%) FAs who contributed to1,865,704 visits (19.6%) and 2,959,935 (93.7%) non-FAs who contributed to 7,671,097 visits (80.4%). After missing data were excluded, the study population consisted of 199,283 unique FAs. Nationwide-linked data identified an additional 15.5% FAs and 29.7% FA visits, in addition to data from single centres. Multiple ED FAs and mixed ED FAs were associated with male sex, younger age, Malay or Indian ethnicity, multiple comorbidities, median triage class of higher severity, and a higher frequency of ED use. CONCLUSION A nationwide approach is needed to quantify the national FA burden. The multiple comorbidities and higher frequency of ED use associated with FAs who visited multiple EDs and mixed EDs, compared to those who visited a single ED, suggested a higher level of ED burden in these subgroups of patients. The distinct characteristics and needs of each FA subgroup should be considered in future healthcare interventions to reduce FA burden.
Comorbidity ; Emergency Service, Hospital ; Ethnicity ; Humans ; Logistic Models ; Male ; Retrospective Studies ; Triage

INTRODUCTION: Adults aged ≥60 years contribute to disproportionately higher visits to the emergency departments (ED). We performed a systematic review to examine the reasons why older persons visit the ED in Singapore. METHODS: We searched Medline, Embase and Scopus from January 2000 to December 2021 for studies reporting on ED utilisation by older adults in Singapore, and included studies that investigated determinants of ED utilisation. Statistically significant determinants and their effect sizes were extracted. Determinants of ED utilisation were organised using Andersen and Newman's model. Quality of studies was evaluated using Newcastle Ottawa Scale and Critical Appraisal Skills Programme. RESULTS: The search yielded 138 articles, of which 7 were used for analysis. Among the significant individual determinants were predisposing (staying in public rental housing, religiosity, loneliness, poorer coping), enabling (caregiver distress from behavioural and psychological symptoms of dementia) and health factors (multimorbidity in patients with dementia, frailty, primary care visit in last 6 months, better treatment adherence). The 7 included studies are of moderate quality and none of them employed conceptual frameworks to organise determinants of ED utilisation. CONCLUSION The major determinants of ED utilisation by older adults in Singapore were largely individual factors. Evaluation of societal determinants of ED utilisation was lacking in the included studies. There is a need for a more holistic examination of determinants of ED utilisation locally based on conceptual models of health seeking behaviours.
Aged ; Aged, 80 and over ; Emergency Service, Hospital ; Frailty ; Health Behavior ; Humans ; Middle Aged ; Singapore