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Narongsanoi P, Banharak S, Panpanit L, Chanaboon S, Damkliang J. Factors related to changes in severity among adult and older adult patients at an internal medicine department clinic: an embedded mixed-method study. Sci Rep 2024; 14:3914. [PMID: 38365937 PMCID: PMC10873346 DOI: 10.1038/s41598-024-54266-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2023] [Accepted: 02/10/2024] [Indexed: 02/18/2024] Open
Abstract
The changes in aging plus the pathology of diseases can influence the changes in severity levels. This study aimed to examine the changes in levels of severity in patients while waiting to see a doctor. The study was conducted at an outpatient clinic in northeastern Thailand with a total of 421 patients who were assessed twice for levels of severity using the Emergency Severity Index. The 38 triage nurses screened patients, and 18 were interviewed when severity level changes were observed. Data were collected April 1-30, 2021. Quantitative data were analyzed by Chi-square test, Fisher's exact test, and logistic regression. Qualitative data were analyzed by content analysis. Most patients were female, between 18 and 59 years old. Most patients did not change their level of severity. However, increasing levels of severity were found in older adults. Factors related to the changes in severity levels were age group, chronic disease, chief complaint, educational level, the duration of travel to the outpatient clinic, type of vehicle, aging process and comorbidity, pathology of diseases, reassessment interval, nurse's experience, bypassing the patient triage process, patient's self-preparation, management of triage nurses, and assignment of direct healthcare staff until the end of the treatment. Increased severity was more frequently found in older adults, so closely monitored during waiting times at a clinic is needed. Setting rescreening as a policy and having sensitive screening guidelines and tools specific to older adults would contribute to early detection and immediate treatment of deteriorating symptoms and illness to help reduce complications and morbidity.Trial registration: https://osf.io/fp3j2 .
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Affiliation(s)
| | - Samoraphop Banharak
- Department of Gerontological Nursing, Faculty of Nursing, Khon Kaen University, Khon Kaen, Thailand.
| | - Ladawan Panpanit
- Department of Gerontological Nursing, Faculty of Nursing, Khon Kaen University, Khon Kaen, Thailand
| | - Sutin Chanaboon
- Sirindhorn College of Public Health Khon Kaen, Khon Kaen, Thailand
| | - Jintana Damkliang
- Department of Adult and Gerontological Nursing, Faculty of Nursing, Prince of Songkla University, Hat Yai, Thailand
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Mitchell R, Fang W, Tee QW, O'Reilly G, Romero L, Mitchell R, Bornstein S, Cameron P. Systematic review: What is the impact of triage implementation on clinical outcomes and process measures in low- and middle-income country emergency departments? Acad Emerg Med 2024; 31:164-182. [PMID: 37803524 DOI: 10.1111/acem.14815] [Citation(s) in RCA: 2] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/12/2023] [Revised: 09/15/2023] [Accepted: 09/19/2023] [Indexed: 10/08/2023]
Abstract
INTRODUCTION Triage is widely regarded as an essential function of emergency care (EC) systems, especially in resource-limited settings. Through a systematic search and review of the literature, we investigated the effect of triage implementation on clinical outcomes and process measures in low- and middle-income country (LMIC) emergency departments (EDs). METHODS Structured searches were conducted using MEDLINE, CENTRAL, EMBASE, CINAHL, and Global Health. Eligible articles identified through screening and full-text review underwent risk-of-bias assessment using the Newcastle-Ottawa Scale. The quality of evidence for each effect measure was summarized using GRADE. RESULTS Among 10,394 articles identified through the search strategy, 58 underwent full-text review and 16 were included in the final synthesis. All utilized pre-/postintervention methods and a majority were single center. Effect measures included mortality, waiting time, length of stay, admission rate, and patient satisfaction. Of these, ED mortality and time to clinician assessment were evaluated most frequently. The majority of studies using these outcomes identified a positive effect, namely a reduction in deaths and waiting time among patients presenting for EC. The quality of the evidence was moderate for these measures but low or very low for all other outcomes and process indicators. CONCLUSIONS There is moderate quality of evidence supporting an association between the introduction of triage and a reduction in deaths and waiting time. Although the available data support the value of triage in LMIC EDs, the risk of confounding and publication bias is significant. Future studies will benefit from more rigorous research methods.
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Affiliation(s)
- Rob Mitchell
- Alfred Health, Melbourne, Victoria, Australia
- School of Public Health & Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | - Wendy Fang
- School of Public Health & Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Qiao Wen Tee
- School of Public Health & Preventive Medicine, Monash University, Melbourne, Victoria, Australia
- Central Clinical School, Monash University, Melbourne, Victoria, Australia
| | - Gerard O'Reilly
- Alfred Health, Melbourne, Victoria, Australia
- School of Public Health & Preventive Medicine, Monash University, Melbourne, Victoria, Australia
| | | | | | | | - Peter Cameron
- Alfred Health, Melbourne, Victoria, Australia
- School of Public Health & Preventive Medicine, Monash University, Melbourne, Victoria, Australia
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Mirhaghi A. Informative triage scales may be superior to non-informative ones in case of poor clinical expertise of raters. BMC Emerg Med 2023; 23:49. [PMID: 37189024 DOI: 10.1186/s12873-023-00817-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/07/2023] [Accepted: 05/05/2023] [Indexed: 05/17/2023] Open
Affiliation(s)
- Amir Mirhaghi
- Nursing and Midwifery Care Research Center, Mashhad University of Medical Sciences, Mashhad, Iran.
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Zaboli A, Sibilio S, Magnarelli G, Rella E, Fanni Canelles M, Pfeifer N, Brigo F, Turcato G. Daily triage audit can improve nurses' triage stratification: A pre-post study. J Adv Nurs 2023; 79:605-615. [PMID: 36453458 DOI: 10.1111/jan.15521] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2022] [Revised: 09/22/2022] [Accepted: 11/23/2022] [Indexed: 12/05/2022]
Abstract
AIMS The objective was to evaluate whether the error rate in the application of the triage system decreased after the introduction of daily auditing, and it was also evaluated if the agreement rate between physician and nurse on triage priority levels increased after the introduction of daily auditing and if the error-related variables in the pre-intervention period changed in the post-intervention period. DESIGN A quasi-experimental study was performed with a pre-post design, between June 2019 and June 2021 in one emergency department. METHODS The accuracy and error rate of triage in the pre- and post-intervention period were compared. Univariate and multivariate logistic regression analyses were performed to explore the relationships between the variables related to the error. The comparison between the priority level assigned by the physician and the triage nurse was analysed using Cohen's K. RESULTS Nine hundred four patients were enrolled in the pre-intervention period and 869 in the post-intervention period. The error rate in the pre-intervention period was 23.3% and in the post-intervention period was 9.7%. The concordance between the degree of priority expressed by the physician and the nurse varied from a quadratically weighted Cohen's K of 0.447 in the pre-intervention period to 0.881 in the post-intervention period. CONCLUSION Daily auditing is a clinical procedure that improves the nurse's application of the triage system. Daily auditing has reduced errors by the nurse, improving performance and concordance with the physician. IMPACT Triage systems are a key point for the stratification of the priority level of patients and it is therefore evident that they maintain high-quality standards. Through the practice of daily auditing, not only a reduction in the error rate, which ensures patient safety, but also an improvement in triage performance has been demonstrated. NO PATIENT OR PUBLIC CONTRIBUTION The study did not involve any patients during its conduction.
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Affiliation(s)
- Arian Zaboli
- Department of Emergency Medicine, Hospital of Merano-Meran (SABES-ASDAA), Merano, Italy
| | - Serena Sibilio
- Department of Emergency Medicine, Hospital of Merano-Meran (SABES-ASDAA), Merano, Italy
| | - Gabriele Magnarelli
- Department of Emergency Medicine, Hospital of Merano-Meran (SABES-ASDAA), Merano, Italy
| | - Eleonora Rella
- Department of Emergency Medicine, Hospital of Merano-Meran (SABES-ASDAA), Merano, Italy
| | | | - Norbert Pfeifer
- Department of Emergency Medicine, Hospital of Merano-Meran (SABES-ASDAA), Merano, Italy
| | - Francesco Brigo
- Department of Neurology, Hospital of Merano-Meran (SABES-ASDAA), Merano, Italy
| | - Gianni Turcato
- Department of Internal Medicine, Hospital of Santorso (AULSS-7), Santorso, Italy
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Awwad K, Ng YG, Lee K, Lim PY, Rawajbeh B. Determination of the triage skill and knowledge levels of prehospital emergency medical staff: A cross-sectional study. Int Emerg Nurs 2022; 64:101203. [PMID: 35930980 DOI: 10.1016/j.ienj.2022.101203] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2022] [Revised: 06/30/2022] [Accepted: 07/09/2022] [Indexed: 11/26/2022]
Affiliation(s)
- Khalaf Awwad
- Department of Nursing and Rehabilitation, Faculty Medicine and Health Sciences, Universiti Putra Malaysia (UPM), Malaysia
| | - Yee Guan Ng
- Department of Environmental and Occupational Health Faculty Medicine and Health Sciences, Universiti Putra Malaysia 43400 UPM Serdang, Selangor, Malaysia.
| | - Khuan Lee
- Department of Community Health Faculty Medicine and Health Sciences, Universiti Putra Malaysia 43400 UPM Serdang, Selangor, Malaysia
| | - Poh Ying Lim
- Accident and Emergency Unit, Palestinian Ministry of Health, Palestine Jenin Street, Jenin, Palestine
| | - Belal Rawajbeh
- Department of Nursing and Rehabilitation, Faculty Medicine and Health Sciences, Universiti Putra Malaysia (UPM), Malaysia
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Zakeri H, Afshari Saleh L, Niroumand S, Ziadi-Lotfabadi M. Comparison the Emergency Severity Index and Manchester Triage System in Trauma Patients. Bull Emerg Trauma 2022; 10:65-70. [PMID: 35434164 PMCID: PMC9008340 DOI: 10.30476/beat.2022.92297.1302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/07/2021] [Revised: 01/15/2022] [Accepted: 03/08/2022] [Indexed: 11/19/2022] Open
Abstract
Objective To compare the emergency severity index (ESI) and Manchester triage system (MTS) in trauma patients. Methods This cross-sectional study was conducted by census method in Hasheminejad hospital during 2019. Patients referred to a trauma center triaged by five trained triage nurses based on ESI and MTS. Outcomes were considered as length of stay at the emergency department, admission to the other sectors and discharge or leave the hospital. Information from the triage form, nursing registry office and hospital registry system were extracted and analyzed by SPSS software. Results Totally 447 and 468 patients triaged with the ESI and MTS were included, respectively. Seventy percent of patients triaged with ESI and 34% with MTS were placed in level 3 or the yellow group (equivalent group 3 triage). The hospitalization rate is approximately equal at each triage level in the both systems. The mortality rate in both groups was 0%. Mean length of stay was significantly lower in the MTS group compared to ESI in the emergency department (p<0.05). Conclusion Using of ESI triage in the trauma center causes to arrive more patients to the emergency department instead of the fast track and leads to waste the time and energy of staff'. However, further studies are needed to prove this result.
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Affiliation(s)
- Hossein Zakeri
- Department of Emergency Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Lahya Afshari Saleh
- Department of Occupational Medicine, Division of Sleep Medicine, Psychiatry and Behavioral Sciences Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Shabnam Niroumand
- Department of Community Medicine, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
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AlSerkal Y, AlBlooshi K, AlBlooshi S, Khan Y, Naqvi SA, Fincham C, AlMehiri N. Triage Accuracy and Its Association with Patient Factors Using Emergency Severity Index: Findings from United Arab Emirates. Open Access Emerg Med 2020; 12:427-434. [PMID: 33299359 PMCID: PMC7718980 DOI: 10.2147/oaem.s263805] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/07/2020] [Accepted: 09/19/2020] [Indexed: 11/23/2022] Open
Abstract
Introduction The Ministry of Health and Prevention of the UAE acquired an electronic medical record system (Wareed) through which they incorporated the Emergency Severity Index as the standard triaging tool. This raised the need to review population dynamics and the accuracy of triage performed by the health-care providers utilizing the tool. Objective This research aimed to study demographics and dynamics of the population presenting to emergency departments (EDs) during 2018, evaluate the accuracy of triage assessment using comparative analysis techniques, and determine relationships between patient factors (severity of illness, age-group) and the accuracy of triage. Methods This was an observational study that aimed to ascertain findings from ED data over 1 year (January 2018-December 2018) and explore factors associated with reduced accuracy in acuity assignment. We employed comparative analysis to measure the level of agreement between standard guidelines and local findings. Results A total of 576,154 patients visited EDs in 2018, of which 54.4% were male. A statistically significant increase in length of stay with increasing severity of illness was observed (Kruskal-Wallis test). Overall triage accuracy was 41.6%, with a positive association with increasing severity of illness. We found a positive association between severity of illness and accuracy of triage (OR 0.14, p=0). We also found on logistic regression that the age-group 11-20 years had the highest probability of accurate triage acuity (R 2=0.41, p=0). Conclusion Conducted on a very large data set from the UAE, our study reflects upon population dynamics and triage accuracy distribution among different variables. This study paves the way for further in-depth analysis of factors that may impact triage accuracy within EDs, and utilizing a similar approach it can be replicated in other settings as well.
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Affiliation(s)
- Yousif AlSerkal
- Hospital Sector, Ministry of Health and Prevention, Dubai, United Arab Emirates
| | - Kalthoom AlBlooshi
- Hospital Department, Ministry of Health and Prevention, Dubai, United Arab Emirates
| | - Sumaya AlBlooshi
- Nursing Department, Ministry of Health and Prevention, Dubai, United Arab Emirates
| | - Yasir Khan
- Cerner Middle East, Dubai, United Arab Emirates
| | | | | | - Noor AlMehiri
- Hospital Department, Ministry of Health and Prevention, Dubai, United Arab Emirates
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Lim BJV, Wahab SFA, Kueh YC. Validity and Reliability of Emergency Severity Index and Conventional Three-Tier Triage System in the Emergency Department, Hospital Universiti Sains Malaysia. Malays J Med Sci 2020; 27:90-100. [PMID: 32788845 PMCID: PMC7409571 DOI: 10.21315/mjms2020.27.2.10] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2019] [Accepted: 03/07/2020] [Indexed: 11/07/2022] Open
Abstract
Background The study aimed to examine the reliability and validity of the existing three-tier triaging system and a new five-level emergency triaging system, emergency severity index (ESI), in the Emergency Department (ED) of Hospital Universiti Sains Malaysia (HUSM). Methods This study was conducted in HUSM’s ED over two study periods. In the first three months, 300 patients were triaged under the three-tier triaging system, and, in the subsequent three months, 280 patients were triaged under the ESI. The patients were triaged by junior paramedics and the triage records were retained and later re-triaged by senior paramedics. The inter-rater reliability was evaluated using Cohen's Kappa statistics. The acuity ratings of the junior paramedics were compared with those of the expert panel to determine the sensitivity and specificity of each acuity level for both the ESI and the three-tier triaging system. The over-triage rate, under-triage rate, amount of resources used, admission rate and discharge rate were also determined. Results The inter-rater agreement for the three-tier triaging system was 0.81 while that of the ESI was 0.75. The ESI had a higher average sensitivity of 74.3% and a specificity of 94.4% while the three-tier system’s average sensitivity was 68.5% and its specificity 87.0%. The average under-triage and over-triage rates for the ESI were 10.7% and 6.2%, respectively, which were lower than the three-tier system’s average under-triage rate of 13.1% and over-triage rate of 17.1%. The urgency levels of both the ESI and the three-tier system were associated with increased admission rates and resources used in the ED. Conclusion The ESI’s inter-rater reliability was comparable to the three-tier triaging system and it demonstrated better validity than the existing three-tier system.
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Affiliation(s)
- Ban Jin Victor Lim
- Department of Emergency Medicine, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
| | - Shaik Farid Ab Wahab
- Department of Emergency Medicine, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
| | - Yee Cheng Kueh
- Unit of Biostatistics and Research Methodology, School of Medical Sciences, Universiti Sains Malaysia, Kelantan, Malaysia
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Long RH, Ward TD, Pruett ME, Coleman JF, Plaisance MC. Modifications of emergency dental clinic protocols to combat COVID-19 transmission. SPECIAL CARE IN DENTISTRY 2020; 40:219-226. [PMID: 32447777 PMCID: PMC7283718 DOI: 10.1111/scd.12472] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2020] [Revised: 05/01/2020] [Accepted: 05/09/2020] [Indexed: 12/18/2022]
Abstract
During the COVID-19 pandemic, incidence rates for dental diseases will continue unabated. However, the intent to prevent the spread of this lethal respiratory disease will likely lead to reduced treatment access due to restrictions on population movements. These changes have the potential to increase dental-related emergency department visits and subsequently contribute to greater viral transmission. Moreover, dentists experience unique challenges with preventing transmission due to frequent aerosol-producing procedures. This paper presents reviews and protocols implemented by directors and residents at the Dental College of Georgia to manage a dental emergency clinic during the COVID-19 pandemic. The methods presented include committee-based prioritization of dental patients, a multilayered screening process, team rotations with social and temporal spacing, and modified treatment room protocols. These efforts aid in the reduction of viral transmission, conservation of personal protective equipment, and expand provider availability. These protocols transcend a university and hospital-based models and are applicable to private and corporate models.
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Affiliation(s)
- Robert Hollinshead Long
- Department of Restorative SciencesThe Dental College of Georgia at Augusta UniversityAugustaGeorgia
| | - Tyrous David Ward
- Department of Restorative SciencesThe Dental College of Georgia at Augusta UniversityAugustaGeorgia
| | - Michael Edward Pruett
- Department of Restorative SciencesThe Dental College of Georgia at Augusta UniversityAugustaGeorgia
| | - John Finklea Coleman
- Department of Restorative SciencesThe Dental College of Georgia at Augusta UniversityAugustaGeorgia
| | - Marc Charles Plaisance
- Department of Restorative SciencesThe Dental College of Georgia at Augusta UniversityAugustaGeorgia
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Validity and Reliability of the Emergency Severity Index in a Spanish Hospital. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16224567. [PMID: 31752212 PMCID: PMC6888397 DOI: 10.3390/ijerph16224567] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 07/21/2019] [Revised: 11/08/2019] [Accepted: 11/14/2019] [Indexed: 11/17/2022]
Abstract
Saturation in hospital emergency departments is one of the main safety problems for the patient, which can generate negative consequences for their health. In response to this issue, triage systems are developed to organize the flow of patients in order to allow the most urgent ones to be treated first. The Emergency Severity Index (ESI) is the most used triage system in the USA and it has been implemented in the General Hospital of La Palma since 2010. The objective of this study is the validation of the ESI adapted to our hospital through the study of its degree of reliability, as well as the criterion validity. The sample consisted of 240 randomly selected cases, with proportional representation of emergencies attended in 2015 and their fraction of urgent ones (Levels 1 and 2). Criterion validity was estimated by sensitivity, specificity, and predictive result values. For reliability, the degree of agreement among the nurses was studied by means of the adapted kappa index kc2. Criterion validity showed a sensitivity of 89% (85-93%) and a specificity of 97% (94-99%), with a positive predictive value of 68% (62-74%) and a negative predictive value of 99% (98-100%) for the discrimination of urgent cases. The reliability analysis showed a kc2 = 0.94 (0.84-0.99) index, a very good agreement according to Landis-Koch criteria. The results of our study have shown adequate validity and reliability in the adaptation and implementation of an ESI triage system suited to the specific conditions of a hospital emergency service in Spain.
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Pouyamehr A, Mirhaghi A, Sharifi MD, Eshraghi A. Comparison between Emergency Severity Index and Heart Failure Triage Scale in heart failure patients: A randomized clinical trial. World J Emerg Med 2019; 10:215-221. [PMID: 31534595 DOI: 10.5847/wjem.j.1920-8642.2019.04.004] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
BACKGROUND It is not clear whether Emergency Severity Index (ESI) is valid to triage heart failure (HF) patients and if HF patients benefit more from a customized triage scale or not. The aim of study is to compare the effect of Heart Failure Triage Scale (HFTS) and ESI on mistriage among patients with HF who present to the emergency department (ED). METHODS A randomized clinical trial was conducted from April to June 2017. HF patients with dyspnea were randomly assigned to HFTS or ESI groups. Triage level, used resources and time to electrocardiogram (ECG) were compared between both groups among HF patients who were admitted to coronary care unit (CCU), cardiac unit (CU) and discharged patients from the ED. Content validity was examined using Kappa designating agreement on relevance (K*). Reliability of both scale was evaluated using inter-observer agreement (Kappa). RESULTS Seventy-three and 74 HF patients were assigned to HFTS and ESI groups respectively. Time to ECG in HFTS group was significantly shorter than that of ESI group (2.05 vs. 16.82 minutes). Triage level between HFTS and ESI groups was significantly different among patients admitted to CCU (1.0 vs. 2.8), cardiac unit (2.26 vs. 3.06) and discharged patients from the ED (3.53 vs. 2.86). Used resources in HFTS group was significantly different among triage levels (H=25.89; df=3; P<0.001). CONCLUSION HFTS is associated with less mistriage than ESI for triaging HF patients. It is recommended to make use of HFTS to triage HF patients in the ED.
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Affiliation(s)
- Ahmad Pouyamehr
- Nursing and Midwifery Care Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Amir Mirhaghi
- Department of Medical-Surgical Nursing, School of Nursing and Midwifery, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mohammad Davood Sharifi
- Department of Emergency Medicine, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Ali Eshraghi
- Department of Cardiology, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
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Roudi MH, Malekzadeh J, Ebrahimi M, Mirhaghi A, Shakeri M. Comparison between Emergency Severity Index plus peak flow meter and Emergency Severity Index in the dyspneic patients with chronic obstructive pulmonary disease: A randomized clinical trial. Turk J Emerg Med 2019; 19:68-72. [PMID: 31065606 PMCID: PMC6495057 DOI: 10.1016/j.tjem.2019.01.003] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2018] [Revised: 01/25/2019] [Accepted: 01/29/2019] [Indexed: 11/28/2022] Open
Abstract
Introduction It is unclear whether the Emergency Severity Index (ESI) can identify high-risk patients with Chronic Obstructive Pulmonary Disease (COPD). This study aims to compare the mistriage rates of the ESI plus the Peak Expiratory Flowmeter (PEF) approach and ESI approach among dyspneic patients with COPD. Methods This study was a randomized clinical trial conducted between July and October 2018. We randomly assigned COPD patients with dyspnea to the ESI + PEF or ESI groups. Triage levels, disposition rates, number of resources used, and time to first physician contact were compared in patients admitted to the Intensive Care Unit (ICU), the Pulmonary Care Unit (PU), or discharged from the ED. Reliability of the ESI was evaluated by using the interobserver agreement (Kappa). Results Seventy COPD patients were equally assigned to the ESI + PEF and ESI groups. The under-triage rates were 11.42% and 0%, the over-triage rates were 31.42% and 2.85% in the ESI and ESI + PEF groups, respectively. The triage levels of the patients admitted to the ICU (2 vs. 3), the PU (2 vs. 4), or discharged from the ED (3 vs. 2) were significantly different between the ESI + PEF and ESI groups. Conclusions Addition of PEF to the ESI provides a more accurate method for triaging COPD patients compared to ESI alone. We recommend using PEF for the triage of COPD patients in the ED.
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Affiliation(s)
- Mahin Hamechizfahm Roudi
- Department of Medical-Surgical Nursing, School of Nursing and Midwifery, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Javad Malekzadeh
- Nursing and Midwifery Care Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mohsen Ebrahimi
- Department of Emergency Medicine, Faculty of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Amir Mirhaghi
- Nursing and Midwifery Care Research Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - MohammadTaghi Shakeri
- Department of Biostatistics and Epidemiology, School of Medicine, Mashhad University of Medical Sciences, Mashhad, Iran
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Raita Y, Goto T, Faridi MK, Brown DFM, Camargo CA, Hasegawa K. Emergency department triage prediction of clinical outcomes using machine learning models. CRITICAL CARE : THE OFFICIAL JOURNAL OF THE CRITICAL CARE FORUM 2019; 23:64. [PMID: 30795786 PMCID: PMC6387562 DOI: 10.1186/s13054-019-2351-7] [Citation(s) in RCA: 206] [Impact Index Per Article: 41.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 01/03/2019] [Accepted: 02/10/2019] [Indexed: 12/18/2022]
Abstract
Background Development of emergency department (ED) triage systems that accurately differentiate and prioritize critically ill from stable patients remains challenging. We used machine learning models to predict clinical outcomes, and then compared their performance with that of a conventional approach—the Emergency Severity Index (ESI). Methods Using National Hospital and Ambulatory Medical Care Survey (NHAMCS) ED data, from 2007 through 2015, we identified all adult patients (aged ≥ 18 years). In the randomly sampled training set (70%), using routinely available triage data as predictors (e.g., demographics, triage vital signs, chief complaints, comorbidities), we developed four machine learning models: Lasso regression, random forest, gradient boosted decision tree, and deep neural network. As the reference model, we constructed a logistic regression model using the five-level ESI data. The clinical outcomes were critical care (admission to intensive care unit or in-hospital death) and hospitalization (direct hospital admission or transfer). In the test set (the remaining 30%), we measured the predictive performance, including area under the receiver-operating-characteristics curve (AUC) and net benefit (decision curves) for each model. Results Of 135,470 eligible ED visits, 2.1% had critical care outcome and 16.2% had hospitalization outcome. In the critical care outcome prediction, all four machine learning models outperformed the reference model (e.g., AUC, 0.86 [95%CI 0.85–0.87] in the deep neural network vs 0.74 [95%CI 0.72–0.75] in the reference model), with less under-triaged patients in ESI triage levels 3 to 5 (urgent to non-urgent). Likewise, in the hospitalization outcome prediction, all machine learning models outperformed the reference model (e.g., AUC, 0.82 [95%CI 0.82–0.83] in the deep neural network vs 0.69 [95%CI 0.68–0.69] in the reference model) with less over-triages in ESI triage levels 1 to 3 (immediate to urgent). In the decision curve analysis, all machine learning models consistently achieved a greater net benefit—a larger number of appropriate triages considering a trade-off with over-triages—across the range of clinical thresholds. Conclusions Compared to the conventional approach, the machine learning models demonstrated a superior performance to predict critical care and hospitalization outcomes. The application of modern machine learning models may enhance clinicians’ triage decision making, thereby achieving better clinical care and optimal resource utilization. Electronic supplementary material The online version of this article (10.1186/s13054-019-2351-7) contains supplementary material, which is available to authorized users.
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Affiliation(s)
- Yoshihiko Raita
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, 125 Nashua Street, Suite 920, Boston, MA, USA
| | - Tadahiro Goto
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, 125 Nashua Street, Suite 920, Boston, MA, USA. .,Graduate School of Medical Sciences, The University of Fukui, Fukui, Japan.
| | - Mohammad Kamal Faridi
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, 125 Nashua Street, Suite 920, Boston, MA, USA
| | - David F M Brown
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, 125 Nashua Street, Suite 920, Boston, MA, USA
| | - Carlos A Camargo
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, 125 Nashua Street, Suite 920, Boston, MA, USA
| | - Kohei Hasegawa
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, 125 Nashua Street, Suite 920, Boston, MA, USA
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Goto T, Camargo CA, Faridi MK, Freishtat RJ, Hasegawa K. Machine Learning-Based Prediction of Clinical Outcomes for Children During Emergency Department Triage. JAMA Netw Open 2019; 2:e186937. [PMID: 30646206 PMCID: PMC6484561 DOI: 10.1001/jamanetworkopen.2018.6937] [Citation(s) in RCA: 136] [Impact Index Per Article: 27.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 01/21/2023] Open
Abstract
IMPORTANCE While machine learning approaches may enhance prediction ability, little is known about their utility in emergency department (ED) triage. OBJECTIVES To examine the performance of machine learning approaches to predict clinical outcomes and disposition in children in the ED and to compare their performance with conventional triage approaches. DESIGN, SETTING, AND PARTICIPANTS Prognostic study of ED data from the National Hospital Ambulatory Medical Care Survey from January 1, 2007, through December 31, 2015. A nationally representative sample of 52 037 children aged 18 years or younger who presented to the ED were included. Data analysis was performed in August 2018. MAIN OUTCOMES AND MEASURES The outcomes were critical care (admission to an intensive care unit and/or in-hospital death) and hospitalization (direct hospital admission or transfer). In the training set (70% random sample), using routinely available triage data as predictors (eg, demographic characteristics and vital signs), we derived 4 machine learning-based models: lasso regression, random forest, gradient-boosted decision tree, and deep neural network. In the test set (the remaining 30% of the sample), we measured the models' prediction performance by computing C statistics, prospective prediction results, and decision curves. These machine learning models were built for each outcome and compared with the reference model using the conventional triage classification information. RESULTS Of 52 037 eligible ED visits by children (median [interquartile range] age, 6 [2-14] years; 24 929 [48.0%] female), 163 (0.3%) had the critical care outcome and 2352 (4.5%) had the hospitalization outcome. For the critical care prediction, all machine learning approaches had higher discriminative ability compared with the reference model, although the difference was not statistically significant (eg, C statistics of 0.85 [95% CI, 0.78-0.92] for the deep neural network vs 0.78 [95% CI, 0.71-0.85] for the reference; P = .16), and lower number of undertriaged critically ill children in the conventional triage levels 3 to 5 (urgent to nonurgent). For the hospitalization prediction, all machine learning approaches had significantly higher discrimination ability (eg, C statistic, 0.80 [95% CI, 0.78-0.81] for the deep neural network vs 0.73 [95% CI, 0.71-0.75] for the reference; P < .001) and fewer overtriaged children who did not require inpatient management in the conventional triage levels 1 to 3 (immediate to urgent). The decision curve analysis demonstrated a greater net benefit of machine learning models over ranges of clinical thresholds. CONCLUSIONS AND RELEVANCE Machine learning-based triage had better discrimination ability to predict clinical outcomes and disposition, with reduction in undertriaging critically ill children and overtriaging children who are less ill.
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Affiliation(s)
- Tadahiro Goto
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Carlos A. Camargo
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Mohammad Kamal Faridi
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston
| | - Robert J. Freishtat
- Division of Emergency Medicine, Children's National Health System, Washington, DC
- Department of Pediatrics, George Washington University School of Medicine and Health Sciences, Washington, DC
- Department of Genomics and Precision Medicine, George Washington University School of Medicine and Health Sciences, Washington, DC
| | - Kohei Hasegawa
- Department of Emergency Medicine, Massachusetts General Hospital, Harvard Medical School, Boston
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Ghafarypour-Jahrom M, Taghizadeh M, Heidari K, Derakhshanfar H. Validity and Reliability of the Emergency Severity Index and Australasian Triage System in Pediatric Emergency Care of Mofid Children's Hospital in Iran. Bull Emerg Trauma 2018; 6:329-333. [PMID: 30402522 PMCID: PMC6215064 DOI: 10.29252/beat-060410] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
Objective: To evaluate the validity, reliability, sensitivity, and specificity of the Emergency Severity Index (ESI) and Australasian Triage System (ATS) for children visiting admitted to the emergency department (ED). Methods: This was a prospective study occurred in the Mofid children's Hospital in Iran from August 2017 to November 2018 and children had aged ≤14 years and presented at the ED with a medical symptom were considered eligible for participation. This study was divided into two phases: in the first phase, we determined the inter-rater reliability of ESI version 4 and ATS by triage nurses and pediatric residents. In the second phase, to analyze the validity, sensitivity, and specificity of each triage system. Reliability and agreement rates were measured using kappa statistics. Results: ESI showed inter-rater reliability with kappa of 0.65–0.92 (P<0.001) and ATS showed inter-rater reliability with kappa of 0.51–0.87 ESI had sensitivity ranged from 81% to 95% and specificity ranged from 73% to 86%. In addition, sensitivity ranged of the ATS were 80% to 95% and specificity ranged from 74% to 87%. Under triage and over triage occurred in 12% and 15% of patients respectively in ESI and 13% and 15% of patients respectively in ATS. Conclusion: The ESI and ATS both valid to triage children in the ED section of Mofid children's Hospital paediatric. Reliability of the ESI is good, moderate to good for the ATS.
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Affiliation(s)
| | - Mehrdad Taghizadeh
- Department of Emergency Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Kamran Heidari
- Department of Emergency Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
| | - Hojat Derakhshanfar
- Department of Emergency Medicine, Shahid Beheshti University of Medical Sciences, Tehran, Iran
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Dalwai M, Tayler-Smith K, Twomey M, Nasim M, Popal AQ, Haqdost WH, Gayraud O, Cheréstal S, Wallis L, Valles P. Inter-rater and intrarater reliability of the South African Triage Scale in low-resource settings of Haiti and Afghanistan. Emerg Med J 2018; 35:379-383. [PMID: 29549171 PMCID: PMC5969337 DOI: 10.1136/emermed-2017-207062] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/18/2017] [Revised: 02/06/2018] [Accepted: 02/13/2018] [Indexed: 11/15/2022]
Abstract
Objective The South African Triage Scale (SATS) has demonstrated good validity in the EDs of Médecins Sans Frontières (MSF)-supported sites in Afghanistan and Haiti; however, corresponding reliability in these settings has not yet been reported on. This study set out to assess the inter-rater and intrarater reliability of the SATS in four MSF-supported EDs in Afghanistan and Haiti (two trauma-only EDs and two mixed (including both medical and trauma cases) EDs). Methods Under classroom conditions between December 2013 and February 2014, ED nurses at each site assigned triage ratings to a set of context-specific vignettes (written case reports of ED patients). Inter-rater reliability was assessed by comparing triage ratings among nurses; intrarater reliability was assessed by asking the nurses to retriage 10 random vignettes from the original set and comparing these duplicate ratings. Inter-rater reliability was calculated using the unweighted kappa, linearly weighted kappa and quadratically weighted kappa (QWK) statistics, and the intraclass correlation coefficient (ICC). Intrarater reliability was calculated according to the percentage of exact agreement and the percentage of agreement allowing for one level of discrepancy in triage ratings. The correlation between years of nursing experience and reliability of the SATS was assessed based on comparison of ICCs and the respective 95% CIs. Results A total of 67 nurses agreed to participate in the study: In Afghanistan there were 19 nurses from Kunduz Trauma Centre and nine from Ahmed Shah Baba; in Haiti, there were 20 nurses from Martissant Emergency Centre and 19 from Tabarre Surgical and Trauma Centre. Inter-rater agreement was moderate across all sites (ICC range: 0.50–0.60; QWK range: 0.50–0.59) apart from the trauma ED in Haiti where it was moderate to substantial (ICC: 0.58; QWK: 0.61). Intrarater agreement was similar across the four sites (68%–74% exact agreement); when allowing for a one-level discrepancy in triage ratings, intrarater reliability was near perfect across all sites (96%–99%). No significant correlation was found between years of nursing experience and reliability. Conclusion The SATS has moderate reliability in different EDs in Afghanistan and Haiti. These findings, together with concurrent findings showing that the SATS has good validity in the same settings, provide evidence to suggest that SATS is suitable in trauma-only and mixed EDs in low-resource settings.
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Affiliation(s)
- Mohammed Dalwai
- Division of Emergency Medicine, University of Cape Town, Cape Town, South Africa.,Medical Department, Médecins Sans Frontières, Operational Centre Brussels, Brussels, Belgium
| | - Katie Tayler-Smith
- Operational Research Unit Luxembourg, Médecins Sans Frontières, Luxembourg City, Luxembourg
| | - Michèle Twomey
- Division of Emergency Medicine, University of Cape Town, Cape Town, South Africa
| | - Masood Nasim
- Medical Department, Médecins Sans Frontières, Kabul, Afghanistan
| | | | | | - Olivia Gayraud
- Medical Department, Médecins Sans Frontières, Port au Prince, Haiti
| | - Sophia Cheréstal
- Medical Department, Médecins Sans Frontières, Port au Prince, Haiti
| | | | - Pola Valles
- Medical Department, Médecins Sans Frontières, Operational Centre Brussels, Brussels, Belgium
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Mirhaghi A, Shafaee H, Malekzadeh J, Hasanzadeh F. Recognizing Sudden Cardiac Arrest May Require More Than Two Questions during Telephone Triage: Developing a Complementary Checklist. Bull Emerg Trauma 2017; 5:104-109. [PMID: 28507997 PMCID: PMC5406180] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2016] [Revised: 02/19/2017] [Accepted: 02/27/2017] [Indexed: 06/07/2023] Open
Abstract
OBJECTIVE To develop decision-support tools to identify patients experiencing sudden cardiac arrest (SCA). METHODS Eighty calls related to SCA were content analyzed, and the contextual patterns that emerged were organized into a checklist. Two researchers independently analyzed the recorded calls and compared their findings. Eighteen dispatchers scored 20 cases (which included SCA and non-SCA cases) both with and without the checklist. Correct responses for each case and agreement among dispatchers have been reported. RESULTS Eighty audio files (total time, 96 min) were analyzed, and a total of 602 codes were extracted from the text and recordings. The caller's tone of voice and presence or absence of background voices, calling for an ambulance and giving the dispatcher the address promptly, and description of the primary complaint and respirations accounted for 38%, 39%, and 23% of all codes, respectively. A 15-item complementary checklist has been developed. The mean percentages of correct responses were 66.9%+27.96% prior to the use of checklist and 80.05%+10.84% afterwards. Results of the independent t test for checklist scores showed that statistically significant differences were present between the SCA and non-SCA cases (t=5.88, df=18, p=0.000). CONCLUSION Decision support tools can potentially increase the recognition rate of SCA cases, and therefore produce a higher rate of dispatcher-directed CPR.
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Affiliation(s)
- Amir Mirhaghi
- Evidence-based Caring Research Center, Department of Medical-Surgical Nursing, School of Nursing and Midwifery, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Hojjat Shafaee
- Emergency Medical Communication Center, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Javad Malekzadeh
- Department of Medical-Surgical Nursing, School of Nursing and Midwifery, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Farzaneh Hasanzadeh
- Department of Medical-Surgical Nursing, School of Nursing and Midwifery, Mashhad University of Medical Sciences, Mashhad, Iran
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The Australasian Triage Scale Level 5 Criteria may need to be revised. EMERGENCY (TEHRAN, IRAN) 2017; 5:e50. [PMID: 28286857 PMCID: PMC5325922] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/25/2022]
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Ebrahimi M, Mirhaghi A, Mazlom R, Heydari A, Nassehi A, Jafari M. The Role Descriptions of Triage Nurse in Emergency Department: A Delphi Study. SCIENTIFICA 2016; 2016:5269815. [PMID: 27382500 PMCID: PMC4921622 DOI: 10.1155/2016/5269815] [Citation(s) in RCA: 19] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Received: 12/02/2015] [Accepted: 04/19/2016] [Indexed: 05/29/2023]
Abstract
Background. Triage nurses play a pivotal role in the emergency department. However some researchers have attempted to expand triage nurse's role; remarkable discrepancies exist among scholarly communities. The aim was to develop a role description of triage nurse relying on the experts. Methods. A modified Delphi study consisting of 3 rounds was performed from March to October 2014. In the first round, an extensive review of the literature was conducted. Expert selection was conducted through a purposeful sample of 38 emergency medicine experts. Results. Response rates for the second and third rounds were 37% and 58%. Average age of panelists was (38.42 ± 5.94) years. Thirty-nine out of 54 items reached to the final round. Prioritizing had the higher agreement rate and least agreement on triage related interventions. Conclusion. Triage nursing as a relatively new role for nurses needs significant development to be practiced. Comprehensive educational programs and developmental research are required to support diagnostic and therapeutic interventions in triage practice by nurses.
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Affiliation(s)
- Mohsen Ebrahimi
- Department of Emergency Medicine, Imam Reza Hospital, Mashhad University of Medical Sciences, Mashhad 9137913316, Iran
| | - Amir Mirhaghi
- Evidence-Based Caring Research Center, Department of Medical-Surgical Nursing, School of Nursing and Midwifery, Mashhad University of Medical Sciences, Mashhad 9137913199, Iran
| | - Reza Mazlom
- Evidence-Based Caring Research Center, Department of Medical-Surgical Nursing, School of Nursing and Midwifery, Mashhad University of Medical Sciences, Mashhad 9137913199, Iran
| | - Abbas Heydari
- Evidence-Based Caring Research Center, Department of Medical-Surgical Nursing, School of Nursing and Midwifery, Mashhad University of Medical Sciences, Mashhad 9137913199, Iran
| | - Asra Nassehi
- Research Center for Health Services Management, Institute for Futures Studies in Health, Kerman University of Medical Sciences, Kerman 7616913555, Iran
| | - Mojtaba Jafari
- Department of Medical-Surgical Nursing, Faculty of Nursing and Midwifery, Bam University of Medical Sciences, Khalije Fars Boulevard, Bam, Kerman 7661771967, Iran
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Mirhaghi A, Christ M. Revision for the Rapid Emergency Triage and Treatment System Adult (RETTS-A) needed? Scand J Trauma Resusc Emerg Med 2016; 24:55. [PMID: 27118551 PMCID: PMC4847239 DOI: 10.1186/s13049-016-0254-z] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2016] [Accepted: 04/21/2016] [Indexed: 11/13/2022] Open
Abstract
The study highlights the prognostic role of patient's vital signs at presentation to the emergency department (ED): The predictive role of vital signs in ED triage has been controversially discussed probably due to a paucity of data on the value of vital signs in ED at presentation. However, the authors did not find a suitable way to adjust for the inherent influence of triage decision and medical treatment on mortality. We have discussed that ambiguity concerning the assessment of vital signs criteria in RETTS-A Red priority may threaten any association between patient acuity and fatal outcome.
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Affiliation(s)
- Amir Mirhaghi
- Evidence-Based Caring Research Center, Department of Medical-Surgical Nursing, School of Nursing & Midwifery, Mashhad University of Medical Sciences, Chahrrahe-Doktorha, 9137913199, Mashhad, Khorasan Razavi, Iran.
| | - Michael Christ
- Universitätsklinik für Notfall- und Internistische Intensivmedizin, Paracelsus Medizinische Privatuniversität, Nürnberg, Klinikum Nürnberg, Germany
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Mirhaghi A. Triage system should be compatible with culture of care in emergency department. Med Klin Intensivmed Notfmed 2016; 111:138-9. [PMID: 26911886 DOI: 10.1007/s00063-015-0133-9] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/22/2022]
Affiliation(s)
- A Mirhaghi
- Evidence-Based Caring Research Center, Department of Medical-Surgical Nursing, School of Nursing & Midwifery, Mashhad University of Medical Sciences, Chahrrahe-Doktorha, 9137913199, Mashhad, Khorasan Razavi, Iran.
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Mirhaghi A, Heydari A, Mazlom R, Ebrahimi M. The Reliability of the Canadian Triage and Acuity Scale: Meta-analysis. NORTH AMERICAN JOURNAL OF MEDICAL SCIENCES 2015; 7:299-305. [PMID: 26258076 PMCID: PMC4525387 DOI: 10.4103/1947-2714.161243] [Citation(s) in RCA: 63] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
Background: Although the Canadian Triage and Acuity Scale (CTAS) have been developed since two decades ago, the reliability of the CTAS has not been questioned comparing to moderating variable. Aims: The study was to provide a meta-analytic review of the reliability of the CTAS in order to reveal to what extent the CTAS is reliable. Materials and Methods: Electronic databases were searched to March 2014. Only studies were included that had reported samples size, reliability coefficients, adequate description of the CTAS reliability assessment. The guidelines for reporting reliability and agreement studies (GRRAS) were used. Two reviewers independently examined abstracts and extracted data. The effect size was obtained by the z-transformation of reliability coefficients. Data were pooled with random-effects models and meta-regression was done based on method of moments estimator. Results: Fourteen studies were included. Pooled coefficient for the CTAS was substantial 0.672 (CI 95%: 0.599-0.735). Mistriage is less than 50%. Agreement upon the adult version, among nurse-physician and near countries is higher than pediatrics version, other raters and farther countries, respectively. Conclusion: The CTAS showed acceptable level of overall reliability in the emergency department but need more development to reach almost perfect agreement.
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Affiliation(s)
- Amir Mirhaghi
- Evidence-Based Caring Research Center, Department of Medical-Surgical Nursing, School of Nursing and Midwifery, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Abbas Heydari
- Evidence-Based Caring Research Center, Department of Medical-Surgical Nursing, School of Nursing and Midwifery, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Reza Mazlom
- Evidence-Based Caring Research Center, Department of Medical-Surgical Nursing, School of Nursing and Midwifery, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Mohsen Ebrahimi
- Department of Emergency Medicine, Imam Reza Hospital, Mashhad University of Medical Sciences, Mashhad, Iran
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Ebrahimi M, Heydari A, Mazlom R, Mirhaghi A. The reliability of the Australasian Triage Scale: a meta-analysis. World J Emerg Med 2015; 6:94-9. [PMID: 26056538 DOI: 10.5847/wjem.j.1920-8642.2015.02.002] [Citation(s) in RCA: 53] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2014] [Accepted: 04/03/2015] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Although the Australasian Triage Scale (ATS) has been developed two decades ago, its reliability has not been defined; therefore, we present a meta-analyis of the reliability of the ATS in order to reveal to what extent the ATS is reliable. DATA SOURCES Electronic databases were searched to March 2014. The included studies were those that reported samples size, reliability coefficients, and adequate description of the ATS reliability assessment. The guidelines for reporting reliability and agreement studies (GRRAS) were used. Two reviewers independently examined abstracts and extracted data. The effect size was obtained by the z-transformation of reliability coefficients. Data were pooled with random-effects models, and meta-regression was done based on the method of moment's estimator. RESULTS Six studies were included in this study at last. Pooled coefficient for the ATS was substantial 0.428 (95%CI 0.340-0.509). The rate of mis-triage was less than fifty percent. The agreement upon the adult version is higher than the pediatric version. CONCLUSION The ATS has shown an acceptable level of overall reliability in the emergency department, but it needs more development to reach an almost perfect agreement.
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Affiliation(s)
- Mohsen Ebrahimi
- Department of Emergency Medicine, Imam Reza Hospital, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Abbas Heydari
- Evidence-Based Caring Research Center, Department of Medical-Surgical Nursing, School of Nursing and Midwifery, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Reza Mazlom
- Evidence-Based Caring Research Center, Department of Medical-Surgical Nursing, School of Nursing and Midwifery, Mashhad University of Medical Sciences, Mashhad, Iran
| | - Amir Mirhaghi
- Department of Nursing, Faculty of Nursing, Neyshabur University of Medical Sciences, Neyshabur, and Evidence-Based Caring Research Center, Department of Medical-Surgical Nursing, School of Nursing & Midwifery, Mashhad University of Medical Sciences, Mashhad, Iran
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