Five-Level Triage: A Report from the ACEP/ENA Five-Level Triage Task Force

The Effects of Displaying the Time Targets of the Manchester Triage System to Emergency Department Personnel: Prospective Crossover Study

BACKGROUND

The use of triage systems such as the Manchester Triage System (MTS) is a standard procedure to determine the sequence of treatment in emergency departments (EDs). When using the MTS, time targets for treatment are determined. These are commonly displayed in the ED information system (EDIS) to ED staff. Using measurements as targets has been associated with a decline in meeting those targets.

OBJECTIVE

This study investigated the impact of displaying time targets for treatment to physicians on processing times in the ED.

METHODS

We analyzed the effects of displaying time targets to ED staff on waiting times in a prospective crossover study, during the introduction of a new EDIS in a large regional hospital in Germany. The old information system version used a module that showed the time target determined by the MTS, while the new system version used a priority list instead. Evaluation was based on 35,167 routinely collected electronic health records from the preintervention period and 10,655 records from the postintervention period. Electronic health records were extracted from the EDIS, and data were analyzed using descriptive statistics and generalized additive models. We evaluated the effects of the intervention on waiting times and the odds of achieving timely treatment according to the time targets set by the MTS.

RESULTS

The average ED length of stay and waiting times increased when the EDIS that did not display time targets was used (average time from admission to treatment: preintervention phase=median 15, IQR 6-39 min; postintervention phase=median 11, IQR 5-23 min). However, severe cases with high acuity (as indicated by the triage score) benefited from lower waiting times (0.15 times as high as in the preintervention period for MTS1, only 0.49 as high for MTS2). Furthermore, these patients were less likely to receive delayed treatment, and we observed reduced odds of late treatment when crowding occurred.

CONCLUSIONS

Our results suggest that it is beneficial to use a priority list instead of displaying time targets to ED personnel. These time targets may lead to false incentives. Our work highlights that working better is not the same as working faster.

Randomized controlled open-label trial to evaluate prioritization software for the secondary triage of patients in the pediatric emergency department

BACKGROUND

The continual increase in patient attendance at the emergency department (ED) is a worldwide health issue. The aim of this study was to determine whether the use of a secondary prioritization software reduces the patients' median length of stay (LOS) in the pediatric ED.

METHODS

A randomized, controlled, open-label trial was conducted over a 30-day period between March 15th and April 23rd 2021 at Lille University Hospital. Work days were randomized to use the patient prioritization software or the pediatric ED's standard dashboard. All time intervals between admission and discharge were recorded prospectively by a physician not involved in patient care during the study period. The study's primary endpoint was the LOS in the pediatric ED, which was expected to be 15 min shorter in the intervention group than in the control group. The secondary endpoints were specific time intervals during the stay in the pediatric ED and levels of staff satisfaction.

RESULTS

1599 patients were included: 798 in the intervention group and 801 in the control group. The median [interquartile range] LOS was 172 min [113-255] in the intervention group and 167 min [108-254) in the control group (p = 0.46). In the intervention group, the time interval between admission to the first medical evaluation for high-priority patients and the time interval between the senior physician's final evaluation and patient discharge were shorter (p < 0.01). The median satisfaction score was 68 [55-80] (average).

CONCLUSION

The patients' total LOS was not significantly shorter on days of intervention. However, use of the electronic patient prioritization tool was associated with significant decreases in some important time intervals during care in the pediatric ED.

CLINICALTRIALS

gov: NCT05994196 Trial registration number: NCT05994196. Date of registration: August 16th, 2023.

Clinical support system for triage based on federated learning for the Korea triage and acuity scale

Background and aims

This study developed a clinical support system based on federated learning to predict the need for a revised Korea Triage Acuity Scale (KTAS) to facilitate triage.

Methods

This was a retrospective study that used data from 11,952,887 patients in the Korean National Emergency Department Information System (NEDIS) from 2016 to 2018 for model development. Separate cohorts were created based on the emergency medical center level in the NEDIS: regional emergency medical center (REMC), local emergency medical center (LEMC), and local emergency medical institution (LEMI). External and temporal validation used data from emergency department (ED) of the study site from 2019 to 2021. Patient features obtained during the triage process and the initial KTAS scores were used to develop the prediction model. Federated learning was used to rectify the disparity in data quality between EDs. The patient's demographic information, vital signs in triage, mental status, arrival information, and initial KTAS were included in the input feature.

Results

3,626,154 patients' visits were included in the regional emergency medical center cohort; 8,278,081 patients' visits were included in the local emergency medical center cohort; and 48,652 patients' visits were included in the local emergency medical institution cohort. The study site cohort, which is used for external and temporal validation, included 135,780 patients visits. Among the patients in the REMC and study site cohorts, KTAS level 3 patients accounted for the highest proportion at 42.4% and 45.1%, respectively, whereas in the LEMC and LEMI cohorts, KTAS level 4 patients accounted for the highest proportion. The area under the receiver operating characteristic curve for the prediction model was 0.786, 0.750, and 0.770 in the external and temporal validation. Patients with revised KTAS scores had a higher admission rate and ED mortality rate than those with unaltered KTAS scores.

Conclusions

This novel system might accurately predict the likelihood of KTAS acuity revision and support clinician-based triage.

An AI-Enabled Dynamic Risk Stratification for Emergency Department Patients with ECG and CXR Integration

Emergency department (ED) triage scale determines the priority of patient care and foretells the prognosis. However, the information retrieved from the initial assessment is limited, hindering the risk identification accuracy of triage. Therefore, we sought to develop a 'dynamic' triage system as secondary screening, using artificial intelligence (AI) techniques to integrate information from initial assessment data and subsequent examinations. This retrospective cohort study included 134,112 ED visits with at least one electrocardiography (ECG) and chest X-ray (CXR) in a medical center from 2012 to 2022. Additionally, an independent community hospital provided 45,614 ED visits as an external validation set. We trained an eXtreme gradient boosting (XGB) model using initial assessment data to predict all-cause mortality in 7 days. Two deep learning models (DLMs) using ECG and CXR were trained to stratify mortality risks. The dynamic triage levels were based on output from the XGB-triage and DLMs from ECG and CXR. During the internal and external validation, the area under the receiver operating characteristic curve (AUC) of the XGB-triage model was >0.866; furthermore, the AUCs of DLMs using ECG and CXR were >0.862 and >0.886, respectively. The dynamic triage scale provided a higher C-index (0.914-0.920 vs. 0.827-0.843) than the original one and demonstrated better predictive ability for 5-year mortality, 30-day ED revisit, and 30-day discharge. The AI-based risk scale provides a more accurate and dynamic stratification of mortality risk in ED patients, particularly in identifying patients who tend to be overlooked due to atypical symptoms.

Throughput delays: causes, predictors, and outcomes - observational cohort in a Swiss emergency department

BACKGROUND

Optimal throughput times in emergency departments can be adjudicated by emergency physicians. Emergency physicians can also define causes of delays during work-up, such as waiting for imaging, clinical chemistry, consultations, or exit blocks. For adequate streaming, the identification of predictors of delays is important, as the attribution of resources depends on acuity, resources, and expected throughput times.

OBJECTIVE

This observational study aimed to identify the causes, predictors, and outcomes of emergency physician-adjudicated throughput delays.

METHODS

Two prospective emergency department cohorts from January to February 2017 and from March to May 2019 around the clock in a tertiary care centre in Switzerland were investigated. All consenting patients were included. Delay was defined as the subjective adjudication of the responsible emergency physician regarding delay during emergency department work-up. Emergency physicians were interviewed for the occurrence and cause of delays. Baseline demographics, predictor values, and outcomes were recorded. The primary outcome - delay - was presented using descriptive statistics. Univariable and multivariable logistic regression analyses were performed to assess the associations between possible predictors and delays and hospitalization, intensive care, and death with delay.

RESULTS

In 3656 (37.3%) of 9818 patients, delays were adjudicated. The patients with delays were older (59 years, interquartile range [IQR]: 39-76 years vs 49 years, IQR: 33-68 years) and more likely had impaired mobility, nonspecific complaints (weakness or fatigue), and frailty than the patients without delays. The main causes of delays were resident work-up (20.4%), consultations (20.2%), and imaging (19.4%). The predictors of delays were an Emergency Severity Index of 2 or 3 at triage (odds ratio [OR]: 3.00; confidence interval [CI]: 2.21-4.16; OR: 3.25; CI: 2.40-4.48), nonspecific complaints (OR: 1.70; CI: 1.41-2.04), and consultation and imaging (OR: 2.89; CI: 2.62-3.19). The patients with delays had an increased risk for admission (OR: 1.56; CI: 1.41-1.73) but not for mortality than those without delays.

CONCLUSION

At triage, simple predictors such as age, immobility, nonspecific complaints, and frailty may help to identify patients at risk of delay, with the main reasons being resident work-up, imaging, and consultations. This hypothesis-generating observation will allow the design of studies aimed at the identification and elimination of possible throughput obstacles.

Dyspnea: perfus?on ?ndex and tr?age status

PURPOSE

To determine the relationship between perfusion index and the emergency triage classification in patients admitted to the emergency department with dyspnea.

METHODS

Adult patients who presented with dyspnea and whose perfusion index values ​​were measured with Masimo Radical-7 device at the time of admission, at the first hour and the second hour of admission were included in the study. The PI and oxygen saturation measured by finger probes were compared and the superiority of their effects on the emergency triage classification was compared.

RESULTS

For the 0.9 cut- off value of the arrival PI level according to the triage status; sensitivity 79.25%; specificity 78.12%; positive predictive value is 66.7 and negative predictive value is 87.2. A statistically significant correlation was found between the triage status and the 0.9 cut- off value of the admission PI level. We can say that the ODDS rate of red triage is 13.63 times (95% CI: 5.99-31.01) times higher in cases with a PI level of 0.9 and below. In the ROC analysis, the cut-off value of 1.1 and above the admission PI level was determined as the most appropriate point for discharge.

CONCLUSION

The perfusion index can help to determine the triage classification in emergency departments for dyspnea.

Validity of the Paediatric Canadian Triage Acuity Scale in a Tertiary Hospital: An Analysis of Severity Markers' Variability

With the increasing influx of patients and frequent overcrowding, the adoption of a valid triage system, capable of distinguishing patients who need urgent care, from those who can wait safely is paramount. Hence, the aim of this study is to evaluate the validity of the Paediatric Canadian Triage and Acuity Scale (PaedCTAS) in a Portuguese tertiary hospital. Furthermore, we aim to study the performance and appropriateness of the different surrogate severity markers to validate triage. This is a retrospective study considering all visits to the hospital's Paediatric Emergency Department (PED) between 2014 and 2019. This study considers cut-offs on all triage levels for dichotomization in order to calculate validity measures e.g. sensitivity, specificity and likelihood ratios, ROC curves; using hospital admission, admission to intensive care and the use of resources as outcomes/markers of severity. Over the study period there were 0.2% visits triaged as Level 1, 5.7% as Level 2, 39.4% as Level 3, 50.5% as Level 4, 4.2% as Level 5, from a total of 452,815 PED visits. The area under ROC curve was 0.96, 0.71, 0.76, 0.78, 0.59 for the surrogate markers: "Admitted to intensive care"; "Admitted to intermediate care"; "Admitted to hospital"; "Investigations performed in the PED" and "Uses PED resources", respectively. The association found between triage levels and the surrogate markers of severity suggests that the PedCTAS is highly valid. Different surrogate outcome markers convey different degrees of severity, hence different degrees of urgency. Therefore, the cut-offs to calculate validation measures and the thresholds of such measures should be chosen accordingly.

Evaluation of the Validity and Reliability of ANKUTRIAGE, a New Decision Support System in Pediatric Emergency Triage

BACKGROUND

The intensity of emergency services is an increasing health problem all over the world, necessitating an effective triage system. The aim of this study was to evaluate the validity and reliability of the "ANKUTRIAGE" in children.

METHODS

This prospective, longitudinal study was carried out at a pediatric emergency department. ANKUTRIAGE, a 5-level computer-aided triage decision support system, was developed. Patients younger than 18 years who do not need emergency intervention, who had complete vital sign measurements, who gave consent for the study, and who were admitted to the emergency service during working hours with trained personnel were included. For validity, agreement between the urgency levels determined by ANKUTRIAGE and the reference triage systems: Pediatric Canadian Triage and Acuity Scale and Emergency Severity Index, was evaluated. In addition, the association of urgency levels with clinical outcomes was studied. To assess reliability, patients were evaluated by 2 blinded healthcare professionals using ANKUTRIAGE and a quadratic weighted κ was estimated.

RESULTS

A total of 1232 children with a median age of 4.00 years were included. ANKUTRIAGE acuity levels significantly correlated with the number of resources used, the number of patients undergoing life-saving procedures, pediatric intensive care unit, and overall hospitalization rates, respectively ( P < 0.001, P < 0.001, P < 0.001, P < 0.001). The agreement of ANKUTRIAGE with Pediatric Canadian Triage and Acuity Scale was found to be 0.94 (95% confidence interval [CI], 0.93-0.94), with an Emergency Severity Index of 0.75 (95% CI, 0.70-0.80). The interrater agreement between 2 evaluators who used ANKUTRIAGE reflected as excellent consistency 0.92 (95% CI, 0.89-0.95; κ > 0.8).

CONCLUSIONS

ANKUTRIAGE demonstrated high agreement with clinical outcomes and with proven triage systems and reflected high reliability between users. ANKUTRIAGE will enable a more standardized and practical triage, especially in crowded pediatric emergency departments and in situations where triage is performed by health professionals with different experience and professions.

FRENCH versus ESI: comparison between two nurse triage emergency scales with referent scenarios

OBJECTIVES

Acute triage is needed to prioritize care and achieve optimal resource allocation in busy emergency departments. The main objective is to compare the FRench Emergency Nurse Classification in Hospital scale (FRENCH) to the American scale Emergency Severity Index (ESI). Secondary objectives are to compare for each scale the over and under-triage, the triage matching to the gold standard and the inter-individual sorting reproducibility between the nurses.

METHODS

This is a prospective observational study conducting among the nursing staffs and nursing students, selected from Caen University College Hospital and Lisieux Hospital Center emergency departments between two months. Each group individually rank 60 referent clinical cases composed by scales designers. An assessment of scale practicality is collected after for each tool. The collected parameters are analyzed by a Cohen kappa concordance test (κ).

RESULTS

With 8151 triage results of gold standard scenarios sorting in two scales by the same nurses, the FRENCH scale seems to give better triage results than the US ESI scale (nurse: FRENCH 60% and ESI 53%, p = 0.003 ; nursing students: FRENCH 49% and ESI 42%, p < 0.001). In the two groups ESI has also a big tendency to under-sort (p = 0.01), particularly for the most severe patients (p < 0.01). The interobserver sorting concordance for any experience gives good results for the FRENCH and the ESI without any difference (nurses : FRENCH K_PQ=0.72 ESI K_PQ=0.78; p = 0.32 ; students K_PQ=0.44 K_PQ=0.55; p = 0.22).

CONCLUSION

The ESI and FRENCH scales comparison on 8151 sorting results shows direct validity in favor of FRENCH one and similar interobserver agreement for both scales.

Prevalence and clinical significance of point of care elevated lactate at emergency admission in older patients: a prospective study

OBJECTIVE

Patients who are over 65 years old represent up to 24% of emergency department (ED) admissions. They are at increased risk of under-triage due to impaired physiological responses. The primary objective of this study was to assess the prevalence of elevated lactate by point of care testing (POCT) in this population. The secondary objective was to assess the additional value of lactate level in predicting an early poor outcome, as compared to and combined with common clinical scores and triage scales.

METHODS

This monocentric prospective study recruited ED patients who were over 65 years old between July 19th 2019 and June 17th 2020. Patients consulting for seizures or needing immediate assessment were excluded. POCT lactates were considered elevated if ≥ 2.5 mmol/L. A poor outcome was defined based on certain complications or therapeutic decisions.

RESULTS

In total, 602 patients were included; 163 (27.1%) had elevated lactate and 44 (7.3%) had a poor outcome. There was no association between poor outcome and lactate level. Modified Early Warning Score (MEWS) was significantly associated with poor outcome, alongside National Early Warning Score (NEWS). Logistic regression also associated lactate level combined with MEWS and poor outcome.

CONCLUSION

The prevalence of elevated lactate was 27.1%. Lactate level alone or combined with different triage scales or clinical scores such as MEWS, NEWS and qSOFA was not associated with prediction of a poor outcome. MEWS alone performed best in predicting poor outcome. The usefulness of POCT lactate measurement at triage is questionable in the population of 65 and above.

Physician gestalt for emergency department triage: A prospective videotaped study

OBJECTIVE

Appropriate triage in patients presenting to the emergency department (ED) is often challenging. Little is known about the role of physician gestalt in ED triage. We aimed to compare the accuracy of emergency physician gestalt against the currently used computerized triage process.

METHODS

We conducted a prospective observational study in the ED at an academic medical center. Adult patients aged ≥20 years were included and underwent a standard triage protocol. The patients underwent system-based triage using the computerized software the Taiwan Triage and Acuity Scale. The entire triage process was recorded, and triage data were collected. Five physician raters provided triage levels (physician-based) according to their perceived urgency after reviewing videos. The primary outcome was hospital admission. The secondary outcomes were ED length of stay (EDLOS) and charges.

RESULTS

In total, 656 patients were recruited (mean age 52 years, 50% male). The median system-based triage level was 3. By contrast, the median physician-based triage level was 4. The physician raters tended to provide lower triage levels than the system, with an average difference of 1. There was modest concordance between the two triage methods (correlation coefficient 0.30), with a weighted kappa coefficient of 0.18. The area under the receiver operating curve for the system- and physician-based triage in predicting hospital admission were similar (0.635 vs. 0.631, p = 0.896). Attending physicians appeared to have better performance than residents in predicting admission. The variation explained (R² ) in EDLOS and charges were similar between the two triage methods (R²  = 3% for EDLOS, 7%-9% for charges).

CONCLUSIONS

Emergency physician gestalt for triage showed similar performance to a computerized system; however, physicians redistributed patients to lower triage levels. Physician gestalt has advantages for identifying low-risk patients. This approach may avoid undue time pressure for health care providers and promote rapid discharge.

The prognostic value of sepsis scores and dichotomized triage score in patients presenting to the emergency department with fever: A prospective, observational study

BACKGROUND

The performance of the Quick Sequential Organ Failure Assessment (qSOFA) score needs to be explored further in the emergency triage room. This study aims to explore the performance of triage (tqSOFA) versus the dichotomized triage score (DTS) in patients admitted to the emergency room triage with fever.

METHODS

This research was designed as a prospective, observational study within a six-month period, including patients who presented to the emergency room triage with infrared fever ≥ 37.5 °C.

RESULTS

771 patients were analyzed.The highest sensitivity for predicting overall hospitalization and intensive care admission was seen for DTS (95.4 %, 100 %; p < 0.0001, p < 0.0001, respectively) (AUC:0.697, 95 % CI 0.663 to 0.730; AUC:0.684, 95 % CI 0.650 to 0.717, respectively). The highest sensitivity for predicting 1st week and 1st month mortality was found for DTS (100 %, 96.3 %; p < 0.0001, p < 0.0001, respectively). However, the highest specificity for predicting 1st week and 1st month mortality was observed in tqSOFA (94.1 %, 95.16; p = 0.0845, p < 0.0001, respectively) (AUC:0.658, 95 % CI 0.623 to 0.691; AUC:0.698, 95 % CI 0.664 to 0.730, respectively).

CONCLUSION

We found DTS to be as effective as tqSOFA and SIRS in determining all hospitalization times and mortality.

Investigating racial disparities within an emergency department rapid-triage system

OBJECTIVES

Racial disparities in emergency medical care are abundant, and processes aimed to increase throughput, such as a rapid triage fast-track (FT) systems, may exacerbate these inequities. A FT strategy may be more susceptible to implicit bias as subjective information is obtained quickly. We aim to determine whether a FT model was associated with greater disparities between Black and White emergency department (ED) patients.

METHODS

Triage-related outcomes were compared across race using a cohort selected from encounters in an ED that uses a FT model. White and Black patient encounters were exact-matched on potential confounders including sex; presence of abnormal vital signs; ED arrival time; insurance type; age category; and chief complaint. The primary triage-related outcome was use of the FT area (versus the main ED), and the secondary outcomes were wait time and assigned encounter acuity.

RESULTS

Encounters for 5151 Black patients were exact-matched with 7179 encounters for White patients. Weights were applied to address differential numbers of encounters from each group. Within this matched cohort, Black patients were more likely to be triaged to FT than White patients (odds ratio = 1.28, 95% CI: 1.12; 1.46) and less likely to be given a high acuity score (odds ratio = 0.73, 95% CI: 0.66, 0.81). Among the high-acuity patients, Black patients were 40% more likely to be triaged to the FT area.

CONCLUSIONS

These results suggest that, after controlling for potential confounders, racial disparities may have been exacerbated in a FT ED triage process. In a FT model utilizing physicians and midlevel providers, this may create tiered levels of care between Black and White patients - an unacceptable side-effect of an effort to increase ED throughput.

Educational intervention in triage with the Swedish triage scale RETTS©, with focus on specialist nurse students in ambulance and emergency care - A cross-sectional study

AIM

To determine the reliability of application of the RETTS© triage scale after an educational intervention using paper-based scenarios in emergency care education.

BACKGROUND

Knowledge about and education in triage are important factors in triagescale implementation. Presenting students with a large number of triage scenarios is a common part of triage education.

METHODS

In this prospective cross-sectional study at two universities students undergoing education in emergency care used RETTS© to assess triage level in 46 paper-based scenarios.

RESULTS

57 students in the study made 2590 final triage decisions. Fleiss Kappa for final triage was 0.411 which is in the lower range of moderate agreement. In 25 of 46 (53.4%) scenarios, final triage levels did not agree about whether the case was stable or unstable.

CONCLUSION/IMPLICATIONS

Application of the RETTS© triage scale after an educational intervention with paper-based simulation in emergency care education resulted in moderate agreement about the final levels of triage.

Analysis of the validity of the five-level TRIPED-GM paediatric triage system

OBJECTIVE

To determine the validity of the five-level TRIPED-GM pediatric triage system.

METHODS

Unicentric, observational, descriptive, cross-sectional study of 485 patients aged 0-16 years in the pediatric emergency department of the HGU Gregorio Marañon. Two measures of validity were used: a direct measure calculated by the sensitivity and specificity obtained based on the number of infratriages and overtriages of the priorities given by classification nurses compared with a panel of experts and another indirect measure by the length of stay, the resources consumed and the percentage of income for each priority level.

RESULTS

10 patients were incorrectly classified, 4 (0.8%) were considered infratriages and 6 (1.2%) overtriages. The results showed a sensitivity of 99.45% (95% CI 96.5-99.97%) and a specificity of 99.01% (95% CI 96.9-99.7%) for high priorities (P2 and P3) and 98.99% (95% CI 96.8-99.6%) and 98.4% (95% CI 96.84-99.74%) respectively for low priorities (P4 and P5). The quadratic weighted Kappa index was 0.96 (95% CI 0.94-0.98; p = 0.0000). Resource consumption showed moderate Spearman correlation coefficients as the priority level increased. The percentage of admissions and the need for observation increased as the priority level p = 0,000 increased, not requiring observation or admitting any patients with priority 5.

CONCLUSIONS

The TRIPED-GM pediatric triage system is valid for use in emergency departments with similar patients.

A Comparative Analysis of Hospital Triage Systems in the Geriatric Adult Trauma Patients: A Quality Improvement Pilot Study

BACKGROUND

The objective of our study is to compare the predicted hospital admission disposition based on the level of risk as determined by the modified Trauma-Specific Frailty Index (mTSFI) score with those determined by arbitrary decisions made based on the Emergency Severity Index (ESI) severity level.

METHODS

We surveyed 100 trauma patients ages 50 and older, admitted to a level 1 trauma center between April 2019 and July 2019. We retrospectively reviewed the hospital admission disposition of each patient under the ESI, which was then compared to the mTSFI-predicted hospital admission disposition. The mTSFI scores were calculated by surveying each patient. Statistical analysis was performed to identify any statistical significance of concordance and discordance when comparing the mTSFI and ESI.

RESULTS

The average age was 57.6 ± 4.2 years old in the non-geriatric group vs 76.3 ± 7.3 years old in the geriatric group. There was a male predominance in both groups (61% vs 69.5%). The mTSFI identified a higher percentage of triage discordance in the non-geriatric group (73%) compared to the geriatric cohort (53%) (95% difference CI, [39.6-40], P = .05).

DISCUSSION

Non-geriatric patients have higher recorded rate of frailty than previously recognized and screening should begin at age 50, not 65. The mTSFI may be an effective tool to appropriately triage adult trauma patients at increased risk due to frailty and may reduce in-hospital complications.

Clinical variation in the organization of clinical pathways in esophagogastric cancer, a mixed method multiple case study

Background

Among esophagogastric cancer patients, the probability of having undergone treatment with curative intent has been shown to vary, depending on the hospital of diagnosis. However, little is known about the factors that contribute to this variation. In this study, we sought to understand the organization of clinical pathways and their association with variation in practice.

Methods

A mixed-method study using quantitative and qualitative data was conducted. Quantitative data were obtained from the Netherlands Cancer Registry (e.g., outpatient clinic consultations and diagnostic procedures). For qualitative data, thematic content analysis was performed using semi-structured interviews (n = 30), observations of outpatient clinic consultations (n = 26), and multidisciplinary team meetings (MDTM, n = 16) in eight hospitals, to assess clinicians’ perspectives regarding the clinical pathways.

Results

Quantitative analyses showed that patients more often underwent surgical consultation prior to the MDTM in hospitals associated with a high probability of receiving treatment with curative intent, but more often consulted with a geriatrician in hospitals associated with a low probability of such treatment. The organization of clinical pathways was analyzed quantitatively at three levels: regional, local, and patient levels. At a regional level, hospitals differed in terms of the number of patients discussed during the MDTM. At the local level, the revision of radiological images and restaging after neoadjuvant treatment varied. At the patient level, some hospitals routinely conduct fitness tests, whereas others estimated the patient’s physical fitness during an outpatient clinic consultation. Few clinicians performed a standard geriatric consultation in older patients to assess their mental fitness and frailty.

Conclusion

Surgical consultation prior to MDTM was more often conducted in hospitals associated with a high probability of receiving treatment with curative intent, whereas a geriatrician was consulted more often in hospitals associated with a low probability of receiving such treatment.

Supplementary Information

The online version contains supplementary material available at 10.1186/s12913-022-07845-2.

A longitudinal, retrospective registry-based validation study of RETTS©, the Swedish adult ED context version

Background

Triage and triage related work has been performed in Swedish Emergency Departments (EDs) since the mid-1990s. The Rapid Emergency Triage and Treatment System (RETTS©), with annual updates, is the most applied triage system. However, the national implementation has been performed despite low scientific foundation for triage as a method, mainly related to the absence of adjustment to age and gender. Furthermore, there is a lack of studies of RETTS© in Swedish ED context, especially of RETTS© validity. Hence, the aim the study was to determine the validity of RETTS©.

Methods

A longitudinal retrospective register study based on cohort data from a healthcare region comprising two EDs in southern Sweden. Two editions of RETTS© was selected; year 2013 and 2016, enabling comparison of crude data, and adjusted for age-combined Charlson comorbidity index (ACCI) and gender. All patients ≥ 18 years visiting either of the two EDs seeing a physician, was included. Primary outcome was ten-day mortality, secondary outcome was admission to Intensive Care Unit (ICU). The data was analysed with descriptive, and inferential statistics.

Results

Totally 74,845 patients were included. There was an increase in patients allocated red or orange triage levels (unstable) between the years, but a decrease of admission, both to general ward and ICU. Of all patients, 1031 (1.4%) died within ten-days. Both cohorts demonstrated a statistically significant difference between the triage levels, i.e. a higher risk for ten-day mortality and ICU admission for patients in all triage levels compared to those in green triage level. Furthermore, significant statistically differences were demonstrated for ICU admission, crude as well as adjusted, and for adjusted data ten-day mortality, indicating that ACCI explained ten-day mortality, but not ICU admission. However, no statistically significant difference was found for the two annual editions of RETTS© considering ten-day mortality, crude data.

Conclusion

The annual upgrade of RETTS© had no statistically significant impact on the validity of the triage system, considering the risk for ten-day mortality. However, the inclusion of ACCI, or at least age, can improve the validity of the triage system.

Graphical Abstract

Integrating Google Trends Search Engine Query Data Into Adult Emergency Department Volume Forecasting: Infodemiology Study

Background

The search for health information from web-based resources raises opportunities to inform the service operations of health care systems. Google Trends search query data have been used to study public health topics, such as seasonal influenza, suicide, and prescription drug abuse; however, there is a paucity of literature using Google Trends data to improve emergency department patient-volume forecasting.

Objective

We assessed the ability of Google Trends search query data to improve the performance of adult emergency department daily volume prediction models.

Methods

Google Trends search query data related to chief complaints and health care facilities were collected from Chicago, Illinois (July 2015 to June 2017). We calculated correlations between Google Trends search query data and emergency department daily patient volumes from a tertiary care adult hospital in Chicago. A baseline multiple linear regression model of emergency department daily volume with traditional predictors was augmented with Google Trends search query data; model performance was measured using mean absolute error and mean absolute percentage error.

Results

There were substantial correlations between emergency department daily volume and Google Trends "hospital" (r=0.54), combined terms (r=0.50), and "Northwestern Memorial Hospital" (r=0.34) search query data. The final Google Trends data-augmented model included the predictors Combined 3-day moving average and Hospital 3-day moving average and performed better (mean absolute percentage error 6.42%) than the final baseline model (mean absolute percentage error 6.67%)-an improvement of 3.1%.

Conclusions

The incorporation of Google Trends search query data into an adult tertiary care hospital emergency department daily volume prediction model modestly improved model performance. Further development of advanced models with comprehensive search query terms and complementary data sources may improve prediction performance and could be an avenue for further research.

Assessment of patient mobility improves the risk stratification of triage with the Emergency Severity Index: a prospective cohort study

BACKGROUND AND IMPORTANCE

Formal triage may assign a low acuity to patients at high risk of deterioration and mortality. A patient's mobility can be easily assessed at triage.

OBJECTIVE

To investigate if a simple assessment of mobility at triage can improve the Emergency Severity Index's (ESI) prediction of adverse outcomes.

DESIGN, SETTING AND PARTICIPANTS

Prospective observational study of all patients attending the emergency department (ED) of a single academic hospital in Switzerland over a period of 3 weeks.

OUTCOME MEASURES AND ANALYSIS

Triage clinicians classified participants as having normal or impaired mobility at triage. Impaired mobility was defined as the lack of a stable independent gait, regardless of its cause or duration (e.g. any patient who needed help to walk). The primary outcome was 30-day mortality. We performed a survival analysis stratified by mobility and ESI level. We compared the performance of regression models including the ESI alone or in combination with mobility as predictors of mortality using the Bayesian information criterion (BIC).

MAIN RESULTS

2523 patients were included in the study and 880 (34.9%) had impaired mobility. Patients with impaired mobility had a lower median 30-day survival in ESI levels 1-3. Survival of patients with normal mobility was similar regardless of their ESI level.

CONCLUSION

The assessment of mobility at triage improves the ESI algorithm's risk stratification.

Comparative Analysis Of Triage Systems At Emergency Departments Of Different Countries: Implementation In Kazakhstan

Medical sorting is aimed at assessment of disease severity and has to be carried out within a short time to determine the priorities for patient care and transportation to the most appropriate place for future treatment. The goal of this study was to provide an integrative review by analyzing the publications on the most common triage systems worldwide in order to select and implement the most reliable system at emergency departments. We searched for publications relevant to our comparative analysis in evidence-based medicine databases. A total of 1,740 literary sources were identified, of which 42 were selected for analysis. Comparative analysis of different triage systems may help implementing the most efficient system in Kazakhstan. The Emergency Severity Index is considered the most reliable and accurate tool used in international practice, and it could provide a basis for introduction of triage system at emergency departments in Kazakhstan.

Standardized Headache Therapy in the Pediatric Emergency Department Using Improvement Methodology

Supplemental Digital Content is available in the text.

Introduction:

Primary headache is a common cause of pediatric emergency department (PED) visits. Without published guidelines to direct treatment options, various strategies lacking evidence are often employed. This study aims to standardize primary headache treatment in the PED by promoting evidence-based therapies, reducing nonstandard abortive therapies, and introducing dihydroergotamine (DHE) into practice.

Methods:

A multidisciplinary team developed key drivers, created a clinical care algorithm, and updated electronic medical record order sets. Outcome measures included the percentage of patients receiving evidence-based therapies, nonstandard abortive therapies, DHE given after failed first-line therapies, and overall PED length of stay. Process measures included the percent of eligible patients with the order set usage and medications received within 90 minutes. Balancing measures included hospital admissions and returns to the PED within 72 hours. Annotated control charts depicted results over time.

Results:

We collected data from July 2017 to December 2019. The percent of patients receiving evidence-based therapies increased from 69% to 73%. The percent of patients receiving nonstandard abortive therapies decreased from 2.5% to 0.6%. The percent of patients receiving DHE after failed first-line therapies increased from 0% to 37.2%. No untoward effects on process or balancing measures occurred, with sustained improvement for 14 months.

Conclusion:

Standardization efforts for patients with primary headaches led to improved use of evidence-based therapies and reduced nonstandard abortive therapies. This methodology also led to improved DHE use for migraine headache resistant to first-line therapies. We accomplished these results without increasing length of stay, admission, or return visits.

Validation of the Pediatric Canadian Triage and Acuity Scale at the Emergency Department of a Tertiary Children's Hospital in Costa Rica

Background: The Pediatric Canadian Triage and Acuity Scale (PedCTAS) is a recognized system that prioritizes care by the severity of illness. The goal of this study was to describe and analyze the results from the implementation of the PedCTAS in a tertiary children’s hospital in Costa Rica.

Methods: This was a retrospective observational study of children presenting to the emergency department (ED) from 1st January to 31st December of 2019 in the only children’s hospital in Costa Rica. Outcome measures were hospitalization, ICU admission, waiting times from triage to physician time (TPT), left without being seen (LWBS), length of stay (LOS), in relation to the triage level, and final disposition.

Results: A total of 93,001 patients were admitted to the ED. The proportion for hospitalizations according to triage category was 85.3%, 40%, 14%, 4.3%, and 2% for patients triaged at CTAS levels I, II, III, IV, and V respectively. A total of 2045 (2.19%) patients were LWBS. Some 585 (0.62%) patients were admitted to ICU. Median TPT for each category was for levels I:12 min, II:20 min, III:22 min, IV:34 min, and V:54 min. The LOS in the ED patients triaged as levels I and II stayed longer and the mortality rate was also higher in patients classified as levels I and II. The mortality rate was for level I patients 44.2% (23 patients) and level II 1.4% (8 patients).

Conclusions: This study shows evidence of validation of the PedCTAS in a developing country in Latin America. Implementation of a validated triage tool in our country helps us to provide improvements in the care of pediatric patients in the ED.

Acuity level of care as a predictor of case fatality and prolonged hospital stay in patients with COVID-19: a hospital-based observational follow-up study from Pakistan

OBJECTIVES

To determine if there is an association between acuity level of care (ALC), case fatality and length of stay in patients admitted to hospital due to COVID-19.

DESIGN

A hospital-based observational follow-up study.

SETTING

Internal Medicine Service of the Aga Khan University Hospital, Pakistan, from 26 February 2020 to 30 June 2020.

PARTICIPANTS

Adult patients with confirmed COVID-19, aged ≥18 years.

METHODS

ALC was categorised into low, intermediate and high level and patients were triaged using the standard emergency severity illness score. All patients were followed until the end of hospital admission for the outcome of case fatality and length of stay.

RESULTS

A total of 822 patients with COVID-19 were admitted during the study period and 699 met inclusion criteria. The mean age was 54.5 years and 67% were males; 50.4% were triaged to low, 42.5% to intermediate and 7.2% to high acuity care. The overall case-fatality rate was 11.6%, with the highest (52%) in high acuity level followed by 16.2% in intermediate and 2% in low acuity care. Acuity level was associated with case fatality, with an HR (95% CI) of 5.0 (2.0 to 12.1) for high versus low acuity care and an HR of 2.7 (1.2, 6.4) for intermediate versus low acuity care, after adjusting for age, sex and common comorbidities including diabetes, hypertension, ischaemic heart disease and chronic lung disease. Similarly, acuity level was also associated with length of hospital stay.

CONCLUSION

High and intermediate acuity level is associated with higher case fatality rate and prolonged length of hospital stay in patients admitted with COVID-19. In resource-limited settings where the provision of high acuity care is limited, the intermediate care acuity could serve as a useful strategy to treat relatively less critical patients with COVID-19.

Validity of the Taiwan Triage and Acuity Scale in mainland China: a retrospective observational study

OBJECTIVES

The Taiwan Triage and Acuity Scale (TTAS), developed for use in EDs, has been shown to be an excellent tool for triaging patients with high predictive performance, with an area under the receiver operating curve (AUROC) of 0.75. TTAS has been widely used in hospitals in Taiwan since 2010, but its utility has not been studied outside of Taiwan. Thus, the aim of this study was to evaluate the validity of using the TTAS in the ED of a tertiary hospital in mainland China to predict patient outcomes.

METHODS

A retrospective observational study was performed on patients 14 years of age or older attending the ED of a tertiary hospital in mainland China between 1 January 2016 and 31 March 2016. The validity of the TTAS in predicting hospital admission, intensive care unit (ICU) admission, death, ED length of stay (LOS) and ED resource utilisation was evaluated by determining the correlation of these outcomes with the TTAS, AUROC and test characteristics.

RESULTS

A total of 7843 patients were included in this study. There were significant differences between the TTAS categories in disposition, ED LOS and ED resource utilisation (p<0.0001). The TTAS was significantly correlated with patient disposition at discharge, hospital admission, ICU admission and death in the ED (Kendall rank correlations were 0.254, -0.254, -0.079 and -0.071, respectively; p=0.001). The AUROCs for the prediction of hospital admissions, ICU admissions and deaths in the ED were 0.749 (95% CI 0.732 to 0.765), 0.869 (95% CI 0.797 to 0.942) and 0.998 (95% CI 0.995 to 1.000), respectively. Our results demonstrated better performance using the TTAS for predictions of ICU admission and death.

CONCLUSIONS

The TTAS had good validity in predicting patient outcomes and ED resource utilisation in a tertiary hospital in mainland China. Compared with the performance of the TTAS in Taiwan, our results suggest that the TTAS can usefully be applied outside of Taiwan.

High-Flow Nasal Cannula in Bronchiolitis at a Pediatric Emergency Department: Trends and Outcomes

OBJECTIVES

Use of high-flow nasal cannula (HFNC) for bronchiolitis has increased, but data describing the current use and impact of this therapy are limited. Our objective with this study was to describe the use of HFNC for bronchiolitis in a pediatric emergency department (ED) from 2013 to 2019 and to explore associations with clinical outcomes.

METHODS

This was a retrospective cohort study of children aged 2 to 24 months with the diagnosis of bronchiolitis. The primary outcome was HFNC initiation in the ED. Secondary outcomes included admission rate, ICU (PICU) admission, transfer to PICU from floor, and endotracheal intubation. An adjusted interrupted times series analysis was performed to analyze changes in rates of primary and secondary outcomes over time.

RESULTS

In total 11 149 children met inclusion criteria; 902 (8.1%) were initiated on HFNC. The rate of HFNC initiation increased from 1.3% in 2012-2013 to 17.0% in 2018-2019 (P _trend ≤ .001). Less than 30% of children initiated on HFNC were hypoxic. There were no significant changes over time in rates of hospital admission, PICU admission, or PICU transfer, adjusting for clinical severity, seasonality, and provider variation. Intubation rate increased over the study period.

CONCLUSIONS

We found a 13-fold increase in HFNC use over a 6-year period with no evidence of improvement in clinically meaningful outcomes. Clinical benefit should be clearly defined before further expansion of the use of HFNC for bronchiolitis in the ED.

Three pitfalls of accountable healthcare rationing

A pandemic may cause a sudden imbalance between available medical resources and medical needs where fundamental care to a patient cannot be delivered. Inability to fulfil a professional commitment to deliver care as needed can lead to distress among caregivers and patients. This distress is sometimes alleviated through mechanisms that hide the facts that care is rationed and not all medical needs are met. We have identified three mechanisms that jeopardise accountable and optimal allocation of resources: (1) hidden value judgements that allow rationing under the disguise of triage or prioritisation, (2) disguised conflict of interest between societal and individual patient's needs and (3) concealed biases in the application of medical tools. Under these three pitfalls decisions of resource allocation and who gets treated are handled as medical decisions: normative decisions are concealed and perceived as falling with the realm of medical judgement. Value judgements and moral agency are hidden to offer a 'false sense of medical judgement', while in fact there are several ethical judgements and biases at stake. The three pitfalls entail hidden normative deliberation and are inappropriate for sustainable healthcare delivery and resource allocation. We believe it is necessary to maintain transparency in decision making under conditions of insufficient resources to maintain trust in professional care givers and secure fair treatment allocation. Recognition of the pitfalls, by applying our recommendations, may help to ensure transparent and accountable distribution of care and contribute to public acceptance of the ethics behind rationing.

Coupling Wearable Devices and Decision Theory in the United States Emergency Department Triage Process: A Narrative Review

This research was motivated by the nurses' decision-making process in the current emergency department (ED) triage process in the United States. It explores how continuous vital signs monitoring can be integrated into the ED. The article presents four shortcomings on current ED triage systems and proposes a new conceptual clinical decision support model that exploits the benefits of combining wireless wearable devices with Multi-Attribute Utility Theory to address those shortcomings. A literature review was conducted using various engineering and medical research databases, analyzing current practices and identifying potential improvement opportunities. The results from the literature review show that advancements in wireless wearable devices provide opportunities to enhance current ED processes by monitoring patients while they wait after triage and, therefore, reduce the risk of an adverse event. A dynamic mathematical decision support model to prioritize patients is presented, creating a feedback loop in the ED. The coupling of wearable devices (to collect data) with decision theory (to synthesize and organize the information) can assist in reducing sources of uncertainty inherent to ED systems. The authors also address the feasibility of the proposed conceptual model.

The challenge of interprofessional collaboration in emergency department team triage - An interpretive description

AIMS

To explore emergency nurses' and physicians' experience of collaboration and collective decision-making when triaging older Emergency Department patients within the interprofessional team triage system.

DESIGN

Qualitative.

METHODS

Semi-structured interviews were conducted with seven nurses and five physicians. Transcripts were analysed via Interpretive Description between September 2016-May 2017.

RESULTS

'Negotiating collaboration' was developed as the main theme. Three subthemes influenced the negotiation process: Participants described divergent opinions on how an optimal triage system should work ('preferences for triage systems'); they had conflicting perceptions of each profession's role ('role perceptions'); and they expressed different coping strategies regarding 'perceived time pressure'. The compatibility of participants' views on these sub-themes determined whether the nurse and physician were able to successfully negotiate their collaboration. These themes became more evident when the team triaged older ED patients.

CONCLUSION

Improving interprofessional team triage requires working with the involved nurses' and physicians' values and beliefs. The strengths of both professions need to be considered and a flexible approach to collaboration established according to the patients' situations.

IMPACT

Emergency Department leaders need to consider nurses' and physicians' values and beliefs to promote interprofessional collaboration in team triage.

Validity and reliability of the triage scale in older people in a regional emergency department in Hong Kong

Background:

Older people (⩾65 years) present a unique challenge in emergency department triage. Hong Kong’s Hospital Authority adopts a five-level emergency department triage system, with no special considerations for older people. We evaluated the validity and reliability of this triage scale in older people in a regional Hong Kong emergency department.

Methods:

In total, 295 cases stratified by triage category were randomly selected for review from November 2016 to January 2017. Validity was established by comparing the real emergency department patients’ triage category against (1) that of an expert panel and (2) the need for life-saving intervention. Triage notes were extracted to make case scenarios to evaluate inter- and intra-rater reliabilities. Emergency department nurses (n = 8) were randomly selected and grouped into <5 and ⩾5 years emergency department experience. All nurses independently rated all 295 scenarios, blinded to clinical outcomes.

Results:

The percentage agreement between the real emergency department patients’ triage category and the expert panel’s assignment was 68.5%, with 16.3% and 15.3% over-triage and under-triage, respectively. Quadratic weighting kappa for agreement with the expert panel was 0.72 (95% confidence interval: 0.53–0.91). The sensitivity, specificity and positive likelihood ratio for the need for life-saving interventions were 75.0% (95% confidence interval: 47.6%–92.7%), 97.1% (95% confidence interval: 94.4%–98.8%) and 26.2 (95% confidence interval: 12.5%–54.8%), respectively. The Fleiss kappa value for inter-rater reliability was 0.50 (95% confidence interval: 0.47–0.54) for junior and senior nurse groups, respectively.

Conclusion:

The current triage scale demonstrates reasonable validity and reliability for use in our older people. Considerations highlighting the unique characteristics of older people emergency department presentations are recommended.

Exploring the concept and structure of obstetric triage: a qualitative content analysis

BACKGROUND

Obstetric triage is a new idea, so the design and implementation of it requires identification of its concept and structure. The aim of this qualitative study was to explore the concept and structure of the obstetric triage in Iran.

METHODS

The purposive sampling was done and it continued until reaching the theoretical saturation. Thirty-seven semi-structured interviews were conducted individually and face-to-face. Interviews were audio recorded, transcribed, and analyzed using conventional content analysis.

RESULTS

Two themes, 8 main categories, and 16 subcategories emerged from the content analysis of the interviews and observations. The themes were the concept and structure of obstetric triage. The concept of obstetric triage consisted of three categories of nature, process, and philosophy of obstetric triage. The structure of obstetric triage included five categories of assessment criteria, emergency grading, determining the appropriate location for patient guidance, initiation of diagnostic and therapeutic measures, and timeframe for initial assessment and reassessment.

CONCLUSION

Findings highlighted that obstetric triage is a process with a dual and dynamic nature. This process involves clinical decision making to prioritize the pregnant mother and her fetus based on the severity and acuity of the disease in order to allocate medical resources and care for providing appropriate treatment at the right time and place to the right patient. The results of this study could be used for the design and implementation of the obstetric triage system.

A Method for Grouping Emergency Department Visits by Severity and Complexity

INTRODUCTION

Triage functions to quickly prioritize care and sort patients by anticipated resource needs. Despite widespread use of the Emergency Severity Index (ESI), there is still no universal standard for emergency department (ED) triage. Thus, it can be difficult to objectively assess national trends in ED acuity and resource requirements. We sought to derive an ESI from National Hospital Ambulatory Medical Care Survey (NHAMCS) survey items (NHAMCS-ESI) and to assess the performance of this index with respect to stratifying outcomes, including hospital admission, waiting times, and ED length of stay (LOS).

METHODS

We used data from the 2010-2015 NHAMCS, to create a measure of ED visit complexity based on variables within NHAMCS. We used NHAMCS data on chief complaint, vitals, resources used, interventions, and pain level to group ED visits into five levels of acuity using a stepwise algorithm that mirrored ESI. In addition, we examined associations of NHAMCS-ESI with typical indicators of acuity such as waiting time, LOS, and disposition. The NHAMCS-ESI categorization was also compared against the "immediacy" variable across all of these outcomes. Visit counts used weighted scores to estimate national levels of ED visits.

RESULTS

The NHAMCS ED visits represent an estimated 805,726,000 ED visits over this time period. NHAMCS-ESI categorized visits somewhat evenly, with most visits (42.5%) categorized as a level 3. The categorization pattern is distinct from that of the "immediacy" variable within NHAMCS. Of admitted patients, 89% were categorized as NHAMCS-ESI level 2-3. Median ED waiting times increased as NHAMCS-ESI levels decreased in acuity (from approximately 14 minutes to 25 minutes). Median LOS decreased as NHAMCS-ESI decreased from almost 200 minutes for level 1 patients to nearly 80 minutes for level 5 patients.

CONCLUSION

We derived an objective tool to measure an ED visit's complexity and resource use. This tool can be validated and used to compare complexity of ED visits across hospitals and regions, and over time.

Pre-hospital triage performance and emergency medical services nurse's field assessment in an unselected patient population attended to by the emergency medical services: a prospective observational study

BACKGROUND

In Sweden, the rapid emergency triage and treatment system (RETTS-A) is used in the pre-hospital setting. With RETTS-A, patients triaged to the lowest level could safely be referred to a lower level of care. The national early warning score (NEWS) has also shown promising results internationally. However, a knowledge gap in optimal triage in the pre-hospital setting persists. This study aimed to evaluate RETTS-A performance, compare RETTS-A with NEWS and NEWS 2, and evaluate the emergency medical service (EMS) nurse's field assessment with the physician's final hospital diagnosis.

METHODS

A prospective, observational study including patients (≥16 years old) transported to hospital by the Gothenburg EMS in 2016. Three comparisons were made: 1) Combined RETTS-A levels orange and red (high acuity) compared to a predefined reference emergency, 2) RETTS-A high acuity compared to NEWS and NEWS 2 score ≥ 5, and 3) Classification of pre-hospital nurse's field assessment compared to hospital physician's diagnosis. Outcomes of the time-sensitive conditions, mortality and hospitalisation were examined. The statistical tests included Mann-Whitney U test and Fisher's exact test, and several binary classification tests were determined.

RESULTS

Overall, 4465 patients were included (median age 69 years; 52% women). High acuity RETTS-A triage showed a sensitivity of 81% in prediction of the reference patient with a specificity of 64%. Sensitivity in detecting a time-sensitive condition was highest with RETTS-A (73%), compared with NEWS (37%) and NEWS 2 (35%), and specificity was highest with NEWS 2 (83%) when compared with RETTS-A (54%). The negative predictive value was higher in RETTS-A (94%) compared to NEWS (91%) and NEWS 2 (92%). Eleven per cent of the final diagnoses were classified as time-sensitive while the nurse's field assessment was appropriate in 84% of these cases.

CONCLUSIONS

In the pre-hospital triage of EMS patients, RETTS-A showed sensitivity that was twice as high as that of both NEWS and NEWS 2 in detecting time-sensitive conditions, at the expense of lower specificity. However, the proportion of correctly classified low risk triaged patients (green/yellow) was higher in RETTS-A. The nurse's field assessment of time-sensitive conditions was appropriate in the majority of cases.

Choosing and Doing wisely: triage level I resuscitation a possible new field for starting palliative care and avoiding low-value care - a nationwide matched-pair retrospective cohort study in Taiwan

BACKGROUND

The association between palliative care and life-sustaining treatment following emergency department (ED) resuscitation is unclear. This study aims to analyze the usage of palliative care and life-sustaining treatments among ED triage level I resuscitation patients based on a nationally representative sample of patients in Taiwan.

METHODS

A matched-pair retrospective cohort study was conducted to examine the association between palliative care and outcome variables using multivariate logistic regression and Kaplan-Meier survival analyses. Between 2009 and 2013, 336 ED triage level I resuscitation patients received palliative care services (palliative care group) under a universal health insurance scheme. Retrospective cohort matching was performed with those who received standard care at a ratio of 1:4 (usual care group). Outcome variables included the number of visits to emergency and outpatient departments, hospitalization duration, total medical expenses, utilization of life-sustaining treatments, and duration of survival following ED triage level I resuscitation.

RESULTS

The mean survival duration following level I resuscitation was less than 1 year. Palliative care was administered to 15% of the resuscitation cohort. The palliative care group received significantly less life-sustaining treatment than did the usual care group.

CONCLUSION

Among patients who underwent level I resuscitation, palliative care was inversely correlated with the scope of life-sustaining treatments. Furthermore, triage level I resuscitation status may present a possible new field for starting palliative care intervention and reducing low-value care.

Performance of a three-level triage scale in live triage encounters in an emergency department in Hong Kong

Background

Despite its continued use in many low-volume emergency departments (EDs), 3-level triage systems have not been extensively studied, especially on live triage cases. We have modified from the Australasian Triage Scale and developed a 3-level triage scale, and sought to evaluate its validity, reliability, and over- and under-triage rates in real patient encounters in our setting.

Method

This was a cross-sectional study in a single ED with 24,000 attendances per year. At triage, each patient was simultaneously assessed by a triage nurse, an adjudicator (the “criterion standard”), and a study nurse independently. Predictive validity was determined by comparing clinical outcomes, such as hospitalization, across triage levels. The discriminating performance of the triage tool in identifying patients requiring earlier medical attention was determined. Inter-observer reliability between the triage nurse and criterion standard, and across providers were determined using kappa statistics.

Results

In total, 453 triage ratings of 151 triage cases, involving 17 ED triage nurses and 57 nurse pairs, were analysed. The proportion of hospital admission significantly increased with a higher triage rating. The performance of the scale in identifying patients requiring earlier medical attention was as follows: sensitivity, 68.2% (95% CI 45.1–86.1%); specificity, 99.2% (95% CI 95.8–100%); positive predictive value, 93.8% (95% CI 67.6–99.1%); and negative predictive value, 94.8% (95% CI 90.8–97.1%). The over-triage and under-triage rates were 0.7% and 4.6%, respectively. Agreement between the triage nurse and criterion standard was substantial (quadratic-weighted kappa = 0.76, 95% CI, 0.60–0.92, p < 0.001), so was the agreement across nurses (quadratic-weighted kappa = 0.81, 95% CI 0.65–0.97, p < 0.001).

Conclusions

The 3-level triage system appears to have good validity and reasonable reliability in a low-volume ED setting. Further studies comparing 3-level and prevailing 5-level triage scales in live triage encounters and different ED settings are warranted.

The Korean Triage and Acuity Scale: associations with admission, disposition, mortality and length of stay in the emergency department

OBJECTIVE

The Korean Triage and Acuity Scale (KTAS) was implemented in our emergency department (ED) in May 2016 and is fully integrated into the electronic medical record (EMR) system. Our objective was to determine whether the KTAS is associated with changes in admissions to the hospital, admission disposition, inpatient mortality and length of stay (LOS).

DESIGN

Quasi-experimental, uncontrolled before-and-after study.

SETTING

The urban tertiary teaching hospital with 1100 beds and receives approximately annual 90 000 ED visits.

PARTICIPANTS

122 370 patients who visited the ED during the before-and-the after period.

INTERVENTIONS

ED staff were educated on the KTAS for 1 month, after which the KTAS evaluation period began. Admission, disposition, mortality and LOS were compared between the 'before' period (1 June 2015 to 30 April 2016) and the 'after' period (1 June 2016 to 30 April 2017).

MAIN OUTCOME MEASURES

Admissions to the hospital, admission disposition, inpatient mortality and LOS.

RESULTS

A total of 59 220 and 63 150 patients were included in the before-and-after periods of KTAS implementation, respectively. The pattern of admission and disposition changed significantly after implementation of the KTAS. The mean LOS was 343 min (standard deviation [SD] = 432 min) during the before period, which significantly decreased to 289 min (SD = 333 min) after implementation (P < 0.001). The total mortality rate was significantly reduced after implementation of the KTAS (213 (0.36%) vs. 179 (0.28%), P = 0.020).

CONCLUSION

Implementation of the KTAS changed admission and disposition patterns and reduced the LOS and mortality in the ED.

Evaluation of soluble urokinase-type plasminogen activator receptor (suPAR) quick test for triage in the emergency department

Background:

*Soluble urokinase-type plasminogen activator receptor (suPAR) is a new biomarker, which is increased in conditions associated with inflammatory immune cell activation. In low resource, densely populated countries, there is a need for a quick test for triage and prognosticating in the emergency department.

Materials and Methods:

*A pilot, observational study was conducted wherein all consenting adult patients (>18 years) presented to casualty with acute medical illnesses were included. Detailed clinical history, examination, and suPAR quick tests were done and patients were categorized into five groups based on the emergency severity index (ESI) triage algorithm. Patients with suPAR level more than 5.5 ng/mL were advised hospitalization and those below were advised follow-up. All patients were followed-up after 3 days.

Results:

Total 190 patients (20–80 years), 80 males and 110 females participated. ESI triage 1, 2, and 3 had suPAR levels > 5.5 ng/mL and ESI triage 4 and 5 had suPAR level of <5.5 ng/mL. In ESI-1, 29 patients were admitted in ICU and 16 left against medical advice (LAMA) and on follow-up mortality was 96% (P = <0.05). In ESI-2, all patients were admitted in high dependency units and on follow-up they still needed hospitalization. In ESI-3, 22 patients admitted in ward and 24 went LAMA, on follow-up all improved except LAMA patients who required hospitalization (P – <0.05). Patients in ESI-4 and 5 did not require admission (P = <0.001).

Conclusion:

*suPAR can reliably be used in the emergency department to prognosticate and triage.

The performance of the EMS triage (RETTS-p) and the agreement between the field assessment and final hospital diagnosis: a prospective observational study among children < 16 years

Background

The rapid triage and treatment system for paediatrics (RETTS-p) has been used by the emergency medical services (EMS) in the west of Sweden since 2014. The performance of the RETTS-p in the pre-hospital setting and the agreement between the EMS nurse’s field assessment and the hospital diagnosis is unknown. The aim of this study was to evaluate the performance of the RETTS-p in the EMS and the agreement between the EMS field assessment and the hospital diagnosis.

Methods

A prospective observational study was conducted among 454 patients < 16 years of age who were assessed and transported to the PED. Two instruments were used for comparison: 1) Classification of an emergent patient according to predefined criteria as compared to the RETTS-p and 2) Agreement between the EMS nurse’s field assessment and the hospital diagnosis.

Results

Among all children, 11% were identified as having vital signs associated with an increased risk of death and 7% were diagnosed in hospital with a potentially life-threatening condition. Of the children triaged with RETTS-p (85.9%), 149 of 390 children (38.2%) were triaged to RETTS-p red or orange (life-threatening, potentially life-threatening), of which 40 (26.8%) children were classified as emergent. The hospitalised children were triaged with the highest frequency to level yellow (can wait; 41.5%). In children with RETTS-p red or orange, the sensitivity for a defined emergent patient was 66.7%, with a corresponding specificity of 67.0%. The EMS field assessment was in agreement with the final hospital diagnosis in 80% of the cases.

Conclusions

The RETTS-p sensitivity in this study is considered moderate. Two thirds of the children triaged to life threatening or potentially life threatening were later identified as non-emergent. Of those, one in six was discharged from the PED without any intervention. Further, one third of the children were under triaged, the majority were found in the yellow triage level (can wait). The highest proportion of hospitalised patients was found in the yellow triage level. Our result is in agreement with previous studies using other triage instruments. A computerised decision support system might help the EMS triage to increase sensitivity and specificity.

Learning from Patient Safety Incidents in the Emergency Department: A Systematic Review

BACKGROUND

Patient safety incidents are commonly observed in critical and high demanding care settings, including the emergency department. There is a need to understand what causes patient safety incidents in emergency departments and determine the implications for excellence in practice.

OBJECTIVE

Our aim was to systematically review the international literature on patient safety incidents in emergency departments and determine what can be learned from reported incidents to inform and improve practice.

DISCUSSION

Patient safety incidents in emergency departments have a number of recognized contributing factors. These can be used as groundwork for the development of effective tools to systematically identify incident risk. Participation in efforts to diminish risk and improve patient safety through appropriate incident reporting is critical for removing barriers to safe care.

CONCLUSIONS

This review enhances our awareness of contributing factors to patient safety incidents within emergency departments and encourages researchers from different disciplines to investigate the causes of practice errors and formulate safety improvement strategies.

Existence and role of standard operating procedures in the emergency department : A national online survey

BACKGROUND

In recent years, increases in the number of patients in emergency departments (ED) have led to continuous work intensification. To handle this problem, the treatment effectiveness has to be maximized. One strategy that may help to optimize workflow is the use of standard operating procedures (SOPs). We investigated the existence of SOPs and subjective effects on treatment in German EDs.

METHODS

We performed an online survey from February 2015 until June 2016. We collected data regarding the existence of SOPs, health care level, medical field, work experience, and education. All professional groups participating in the treatment of patients were requested to take part in the survey.

RESULTS

Seventy-five percent of the 589 participants in the survey confirmed the existence of SOPs in their EDs. SOPs were more frequently available in hospitals with higher health care levels. Participants working in EDs without SOPs felt less confident regarding treatment of patients. More than 85% of these participants were in favor of having SOPs. The absence of SOPs was associated with a subjective delay in patient treatment.

CONCLUSION

Most of the EDs had available SOPs. In departments without SOPs, most physicians wanted them to be implemented. SOPs seemed adequate in terms of supporting workflow and satisfaction with patients' treatment.

Effectiveness of Implementing Emergency Severity Index Triage System in a Selected Primary Health Care Center in Oman: A Quasi-Experimental Study

BACKGROUND

Because most primary health care centers in Oman do not use a formal triage system, there are no available data on the effectiveness of implementing this system.

PURPOSE

To assess the effectiveness of implementing an Emergency Severity Index triage system in primary health care centers in Oman.

METHODS

A pretest/posttest quasi-experimental design was used. The sample comprised 187 patients before Emergency Severity Index implementation and 102 patients after implementation. Waiting time, length of stay, patient satisfaction, and accuracy of classification were compared across the 2 groups.

RESULTS

The mean time (hour:minute) from registration to triage was reduced in the post-Emergency Severity Index group (mean = 0:18, SD = 0:14) compared with the pre-Emergency Severity Index group (mean = 0:23, SD = 0:19) (t = 2.59, P = 0.01). Furthermore, the mean length of stay was reduced in the post-Emergency Severity Index group (mean = 1:09, SD = 0:37) compared with that of the preimplementation group (mean = 1:24, SD = 0:41) (t = 3.10, P = 0.002). Patient satisfaction in the postimplementation group was improved (mean = 66.95, SD = 8.33) compared with that of the Emergency Severity Index group (mean = 65.01, SD = 8.73), but it did not reach statistical significance (t = -1.83, P = 0.07). The inter-rater agreement of triage level in post-Emergency Severity Index implementation markedly improved in the postimplementation group (Cohen's kappa = 0.910, P < 0.001) compared with that of the preimplementation group (Cohen's kappa = 0.082, P = 0.005).

CONCLUSIONS

Although this is a single-setting study, the results have shown that the Emergency Severity Index system can contribute to a decrease in the negative crowding outcomes in primary health care centers in Oman.

["Triage"-primary assessment of patients in the emergency department : An overview with a systematic review]

BACKGROUND

"Triage" means the primary assessment of a previously unknown patient with an acute health disorder, initially considered a medical emergency. The initial triage is part of the primary assessment, which also includes the registration of administrative data and patient's mode of arrival.

OBJECTIVES

The aim of the work is to provide an overview of frequently used structured primary assessment tools and the underlying evidence for their use in the emergency room.

METHODS

Based on a systematic literature search in PubMed, 41 articles were selected according to predefined criteria.

RESULTS

The most frequently used primary assessment systems in Germany are the Emergency Severity Index (ESI) and the Manchester Triage System (MTS). Scientific evidence exists for the accuracy and reliability of the primary assessment with these instruments. However, there are no gold standards for measuring urgency, so that separate criteria must be defined. Sufficient data to determine a treatment sector or the necessary staffing levels are lacking.

CONCLUSIONS

Structured primary assessment using formalized systems alone is inadequate to categorize the urgency of emergency and acute patients. In fact, a combination of different measures in an interprofessional team is required. Primary assessment systems and processes generally do not allow patients to be referred to downstream structures without a thorough medical examination.

Validity of the Manchester Triage System in emergency patients receiving life-saving intervention or acute medical treatment-A prospective observational study in the emergency department

RATIONALE, AIMS, AND OBJECTIVES

The spectrum of cases seen by emergency departments ranges from minor illnesses or injuries to complex diseases with high mortality. Some patients require life-saving interventions (LSIs) or therapeutic treatment for an acute illness to prevent an expected imminent life-threatening condition immediately upon arrival. No published study has evaluated the validity of the Manchester Triage System (MTS) in the context of immediate LSI or acute emergency treatment (AET).

METHODS

The definition of LSI was based on a literature search. AET was defined by an expert panel based on current emergency guidelines and diagnostic guideline recommendations. In a 4-month observation period, an independent external observer documented all executed LSIs or AETs using a checklist. Sensitivity, negative predictive value, likelihood ratio negative (LR-), and accuracy of MTS triage level for the identification of patients receiving an LSI or AET were calculated.

RESULTS

In 1762 patients, 40 (2.3%) LSIs and 89 (5.1%) AETs were observed. In the LSI group, sensitivity of MTS was 75.0%, negative predictive value (NPV) was 99.2% (95% CI: 98.7%-99.6%), LR- was 0.303 (95% CI: 0.189-0.487) and accuracy (ACC) was 98.5% (95% CI: 97.8%-98.9%). In the AET group, sensitivity was 82.0%, NPV was 98.9% (95% CI: 98.1%-99.3%), LR- was 0.206 (95% CI: 0.132-0.322), and ACC was 86.5% (95% CI: 84.9%-88.1%).

CONCLUSION

The MTS is a valid instrument for a first assessment of emergency patients in critical condition upon arrival.

[Evaluation of Validity of the Korean Triage and Acuity Scale]

PURPOSE

The aim of this study was to identify the predictive validity of the Korean Triage and Acuity Scale (KTAS).

METHODS

This methodological study used data from National Emergency Department Information System for 2016. The KTAS disposition and emergency treatment results for emergency patients aged 15 years and older were analyzed to evaluate its predictive validity through its sensitivity, specificity, positive predictive value, and negative predictive value.

RESULTS

In case of death in the emergency department, or where the intensive care unit admission was considered an emergency, the sensitivity, specificity, positive predictive value, and negative predictive value of the KTAS were 0.916, 0.581, 0.097, and 0.993, respectively. In case of death in the emergency department, or where the intensive or non-intensive care unit admission was considered an emergency, the sensitivity, specificity, and positive predictive value, and negative predictive value were 0.700, 0.642, 0.391, and 0.867, respectively.

CONCLUSION

The results of this study showed that the KTAS had high sensitivity but low specificity. It is necessary to constantly review and revise the KTAS level classification because it still results in a few errors of under and over-triage. Nevertheless, this study is meaningful in that it was an evaluation of the KTAS for the total cases of adult patients who sought help at regional and local emergency medical centers in 2016.

Evaluation of triage quality in the emergency department: a scoping review protocol

The objective of this scoping review is to explore the existing literature on the evaluation of the quality of triage for patients of all ages and medical conditions in emergency departments (EDs).The question for this review is: How is triage in the ED evaluated? More specifically, we are interested in answering the following sub-questions.

Pediatric Triage Education for the General Emergency Nurse: A Randomized Crossover Trial Comparing Simulation With Paper-Case Studies

INTRODUCTION

The majority of pediatric emergency patients are seen in mixed-age emergency departments and triaged by general emergency nurses. Educational methods for teaching pediatric triage education to general emergency nurses have not been well studied, and previous studies of the use of the Emergency Severity Index in children have been performed primarily in centers that are high volume for pediatrics.

METHODS

A repeated-measures, randomized crossover study comparing 2 different methods of pediatric triage education was conducted. Participants were general emergency nurses recruited from a general emergency department that is classified as low volume for pediatrics. Each participant was exposed in a random order to both educational methods: paper-based cases and high-fidelity simulation.

RESULTS

All participants had substantial improvement in pediatric triage accuracy as measured by a standardized set of pediatric triage cases. The previously reported trend toward undertriage of the pediatric patient was observed despite a mean triage agreement rate of 73% at the end of the study period. No differences were observed between groups; the order of the educational intervention did not result in statistically significant differences in triage accuracy.

CONCLUSION

A combined approach of paper-based cases and high-fidelity simulation was effective at improving pediatric triage accuracy among a group of general ED nurses with limited exposure to pediatric patients. The results from this study suggest that combining both methods of education may be a viable means of providing general emergency nurses with additional knowledge in pediatric triage; however, persistent trends in undertriage should be studied further.