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Wang HC, Fang CC, Huang CH, Gao JW, Chen JH, Tsai CL. Factors associated with overall and high-risk return visits to the emergency department: a vital sign trajectory approach. BMC Emerg Med 2025; 25:57. [PMID: 40221661 PMCID: PMC11993975 DOI: 10.1186/s12873-025-01211-1] [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: 06/25/2024] [Accepted: 03/26/2025] [Indexed: 04/14/2025] Open
Abstract
BACKGROUND For patients and emergency department (ED) physicians, return visits to the ED represent a potentially detrimental issue. In this study, our goal was to examine factors associated with overall and high-risk ED revisits. Specifically, as vital signs during the ED stay may provide important clues for subsequent revisits, we also examined the association between vital sign trajectories and post-ED revisits. METHODS This retrospective cohort study utilized electronic clinical warehouse data from a tertiary medical center. We retrieved data from 454,330 ED visits over four years. The data included patient demographics, triage data, and repeated vital sign measurements. Group-based trajectory modeling was used to identify vital sign trajectories. A high-risk return ED visit was defined as a revisit within 72 h of the index visit with intensive care unit admission, receiving emergency surgery, or with in-hospital cardiac arrest. Multivariable logistic regression analysis was performed to evaluate the associations between vital sign trajectories and revisits. RESULTS A total of 39,138 potential index ED visits were analyzed. Of these, 3,201 resulted in revisits, accounting for an 8.2% overall revisit rate and a 0.2% high-risk revisit rate. A high but resolving body temperature trajectory was associated with overall revisits (adjusted odds ratio [aOR], 1.32; 95% confidence interval [95% CI], 1.13-1.53). By contrast, high-risk revisits were associated with a low/fluctuating oxygen saturation trajectory (aOR, 2.40; 95% CI, 1.15-4.99). Older age (aOR, 1.27 per 10-year increase; 95% CI, 1.11-1.46) and having a chronic major disease (aOR, 2.30; 95% CI, 1.38-3.84) were also associated with high-risk revisits. CONCLUSIONS In addition to older age and having a chronic major disease, a low and fluctuating oxygen saturation trajectory during the index ED stay may signal subsequent high-risk revisits. Thus, discharge decisions should be carefully re-evaluated in these high-risk populations.
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Affiliation(s)
- Hsiao-Chia Wang
- Department of Emergency Medicine, Cathay General Hospital, No. 280, Sec. 4, Renai Rd., Taipei City, 106, Taiwan
- School of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan
| | - Cheng-Chung Fang
- Department of Emergency Medicine, National Taiwan University Hospital, 7 Zhongshan S. Rd, Taipei City, 100, Taiwan
- Department of Emergency Medicine, College of Medicine, National Taiwan University, Taipei City, Taiwan
| | - Chien-Hua Huang
- Department of Emergency Medicine, National Taiwan University Hospital, 7 Zhongshan S. Rd, Taipei City, 100, Taiwan
- Department of Emergency Medicine, College of Medicine, National Taiwan University, Taipei City, Taiwan
| | - Jun-Wan Gao
- Department of Emergency Medicine, National Taiwan University Hospital, 7 Zhongshan S. Rd, Taipei City, 100, Taiwan
| | - Jiann-Hwa Chen
- Department of Emergency Medicine, Cathay General Hospital, No. 280, Sec. 4, Renai Rd., Taipei City, 106, Taiwan.
- School of Medicine, Fu Jen Catholic University, New Taipei City, Taiwan.
| | - Chu-Lin Tsai
- Department of Emergency Medicine, National Taiwan University Hospital, 7 Zhongshan S. Rd, Taipei City, 100, Taiwan.
- Department of Emergency Medicine, College of Medicine, National Taiwan University, Taipei City, Taiwan.
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Ienghong K, Khemtong S, Cheung LW, Apiratwarakul K. Enhanced Diagnostic Precision in Revisited Emergency Patients via Point-of-Care Ultrasound: A Tool for Emergency Department Quality Management. J Multidiscip Healthc 2025; 18:1549-1556. [PMID: 40125301 PMCID: PMC11929508 DOI: 10.2147/jmdh.s507075] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2024] [Accepted: 03/13/2025] [Indexed: 03/25/2025] Open
Abstract
PURPOSE Unscheduled return visits to the emergency department (ED) were categorized into physician-related, illness-related, and patient-related factors, which are associated with an increased risk of adverse health outcomes, including patient dissatisfaction, infections, hospitalization, transfer to another facility, and mortality. Individuals within 48-72 hours of the initial visit are deemed at elevated risk for diagnostic or management-related errors. The Point-of-care ultrasound (POCUS) may serve as a bedside tool to reduce medical errors by enhancing diagnostic precision. This study aims to determine the diagnostic accuracy of POCUS for detecting various illnesses in revisited patients in the emergency department. PATIENTS AND METHODS A retrospective observational study was conducted on unplanned revisits by patients to the emergency department within 72 hours, spanning the period from January 2023 to September 2024. Sensitivity, specificity, positive likelihood ratio, and negative likelihood ratio were evaluated based on electronic emergency department medical records and ultrasound documentation. RESULTS Five hundred seventy patients were included in this study. POCUS demonstrated a diagnostic accuracy of 75.61% (95% CI 71.87, 79.09), a sensitivity of 81.87% (95% CI 77.65, 85.58), a specificity of 62.50% (95% CI 55.08, 69.51), a positive likelihood ratio of 2.18 (95% CI 1.80, 2.65), and a negative likelihood ratio of 0.29 (95% CI 0.23, 0.37). CONCLUSION POCUS demonstrated greater diagnostic accuracy, which may enhance diagnostic precision in revisited patients with various illnesses.
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Affiliation(s)
- Kamonwon Ienghong
- Department of Emergency Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Sukanya Khemtong
- Department of Emergency Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
| | - Lap Woon Cheung
- Accident & Emergency Department, Princess Margaret Hospital, Kowloon, Hong Kong
- Department of Emergency Medicine, Li ka Shing Faculty of Medicine, The University of Hong Kong, Pokfulam, Hong Kong
| | - Korakot Apiratwarakul
- Department of Emergency Medicine, Faculty of Medicine, Khon Kaen University, Khon Kaen, Thailand
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Choi Y, Lee DH, Choi YH, Choi JY, Lim JY, Bae SJ. Predictors for emergency readmission in patients with ureteral calculi: a focus on pain management and stone location. World J Urol 2024; 42:119. [PMID: 38446234 DOI: 10.1007/s00345-024-04813-9] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/25/2023] [Accepted: 01/16/2024] [Indexed: 03/07/2024] Open
Abstract
BACKGROUND The management of patients with ureteral calculi in the emergency department (ED) remains challenging due to high revisit rates. PURPOSE To identify predictors of revisits among patients with ureteral calculi in the ED. DESIGN, SETTING, AND PARTICIPANTS Data from patients who presented at a tertiary academic hospital in Seoul, Republic of Korea, between February 2018 and December 2019, were analyzed retrospectively. OUTCOME MEASUREMENTS AND STATISTICAL ANALYSIS Variables, including the respiratory rate (RR), estimated glomerular filtration rate (eGFR), duration of pain, number of analgesic doses, location of ureteral calculi, and ED length of stay (LOS) were examined using logistic regression. We also examined some additional variables included in the STONE and CHOKAI scoring systems to examine their association with revisit. RESULTS Significant predictors of revisits included the number of analgesic doses and the location of ureteral calculi. Patients who required multiple analgesic doses or those with proximal or mid-ureteral calculi were more likely to revisit the ED. Although the STONE and CHOKAI scores could predict uncomplicated ureteral calculi, we found that the CHOKAI score is a valuable tool for predicting the likelihood of patient revisits (p = 0.021). CONCLUSIONS Effective pain management and consideration of calculi location are important for predicting patient revisits. More research is required to validate findings, develop precise predictive models, and empower tailored care for high-risk patients. In patients with ureteral calculi in the ED, the number of analgesics given and stone location predict return visits. Proximal ureteral calculi on CT may require early urologic intervention to prevent pain-related revisits.
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Affiliation(s)
- Yunhyung Choi
- Department of Emergency Medicine, Chung-Ang University Gwangmyeong Hospital, College of Medicine, Seoul, Chung-Ang University, 110, Deokan-Ro, Gwangmyeong-Si, 14353, Gyeonggi-do, Republic of Korea
| | - Dong Hoon Lee
- Department of Emergency Medicine, Chung-Ang University Gwangmyeong Hospital, College of Medicine, Seoul, Chung-Ang University, 110, Deokan-Ro, Gwangmyeong-Si, 14353, Gyeonggi-do, Republic of Korea
| | - Yoon Hee Choi
- Department of Emergency Medicine, College of Medicine, Ewha Womans University Mokdong Hospital, Ewha Womans University, 1071, Anyangcheon-Ro, Yangcheon-Gu, 07985, Seoul, Republic of Korea
| | - Jae Young Choi
- Department of Urology, College of Medicine, Yeungnam University, 170, Hyeonchung-Ro, Nam-Gu, 42415, Daegu, Republic of Korea
| | - Ji Yeon Lim
- Department of Emergency Medicine, College of Medicine, Ewha Womans University Seoul Hospital, Ewha Womans University, 260, Gonghang-Daero, Gangseo-Gu, 07804, Seoul, Republic of Korea
| | - Sung Jin Bae
- Department of Emergency Medicine, Chung-Ang University Gwangmyeong Hospital, College of Medicine, Seoul, Chung-Ang University, 110, Deokan-Ro, Gwangmyeong-Si, 14353, Gyeonggi-do, Republic of Korea.
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Ruiz-Ramos J, Vela E, Monterde D, Blazquez-Andion M, Puig-Campmany M, Piera-Jiménez J, Carot G, Juanes-Borrego AM. Healthcare risk stratification model for emergency departments based on drugs, income and comorbidities: the DICER-score. BMC Emerg Med 2024; 24:23. [PMID: 38355411 PMCID: PMC10865623 DOI: 10.1186/s12873-024-00946-7] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2023] [Accepted: 02/05/2024] [Indexed: 02/16/2024] Open
Abstract
BACKGROUND During the last decade, the progressive increase in age and associated chronic comorbidities and polypharmacy. However, assessments of the risk of emergency department (ED) revisiting published to date often neglect patients' pharmacotherapy plans, thus overseeing the Drug-related problems (DRP) risks associated with the therapy burden. The aim of this study is to develop a predictive model for ED revisit, hospital admission, and mortality based on patient's characteristics and pharmacotherapy. METHODS Retrospective cohort study including adult patients visited in the ED (triage 1, 2, or 3) of multiple hospitals in Catalonia (Spain) during 2019. The primary endpoint was a composite of ED visits, hospital admission, or mortality 30 days after ED discharge. The study population was randomly split into a model development (60%) and validation (40%) datasets. The model included age, sex, income level, comorbidity burden, measured with the Adjusted Morbidity Groups (GMA), and number of medications. Forty-four medication groups, associated with medication-related health problems, were assessed using ATC codes. To assess the performance of the different variables, logistic regression was used to build multivariate models for ED revisits. The models were created using a "stepwise-forward" approach based on the Bayesian Information Criterion (BIC). Area under the curve of the receiving operating characteristics (AUCROC) curve for the primary endpoint was calculated. RESULTS 851.649 patients were included; 134.560 (15.8%) revisited the ED within 30 days from discharge, 15.2% were hospitalized and 9.1% died within 30 days from discharge. Four factors (sex, age, GMA, and income level) and 30 ATC groups were identified as risk factors and combined into a final score. The model showed an AUCROC values of 0.720 (95%CI:0.718-0.721) in the development cohort and 0.719 (95%CI.0.717-0.721) in the validation cohort. Three risk categories were generated, with the following scores and estimated risks: low risk: 18.3%; intermediate risk: 40.0%; and high risk: 62.6%. CONCLUSION The DICER score allows identifying patients at high risk for ED revisit within 30 days based on sociodemographic, clinical, and pharmacotherapeutic characteristics, being a valuable tool to prioritize interventions on discharge.
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Affiliation(s)
- Jesús Ruiz-Ramos
- Pharmacy Department, Hospital Santa Creu i Sant Pau. Institut de Recerca Sant Pau (IR SANT PAU), Barcelona, Spain.
| | - Emili Vela
- Catalan Health Service. Digitalization for the Sustainability of the Healthcare System (DS3). Institut d'Investigacions Biomèdiques de Bellvitge (IDIBELL), Barcelona, Spain
| | - David Monterde
- Catalan Institute of Health, Digitalization for the Sustainability of the Healthcare System (DS3), Institut d'Investigacions Biomèdiques de Bellvitge (IDIBELL), Barcelona, Spain
| | - Marta Blazquez-Andion
- Emergency Department, Hospital Santa Creu i Sant Pau, Institut de Recerca Sant Pau (IR SANT PAU), Barcelona, Spain
| | - Mireia Puig-Campmany
- Emergency Department, Hospital Santa Creu i Sant Pau, Institut de Recerca Sant Pau (IR SANT PAU), Barcelona, Spain
| | - Jordi Piera-Jiménez
- Catalan Health Service. Digitalization for the Sustainability of the Healthcare System (DS3). Institut d'Investigacions Biomèdiques de Bellvitge (IDIBELL), Barcelona, Spain
| | - Gerard Carot
- Catalan Health Service. Digitalization for the Sustainability of the Healthcare System (DS3). Institut d'Investigacions Biomèdiques de Bellvitge (IDIBELL), Barcelona, Spain
| | - Ana María Juanes-Borrego
- Pharmacy Department, Hospital Santa Creu i Sant Pau. Institut de Recerca Sant Pau (IR SANT PAU), Barcelona, Spain
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Chang JH, Huang EPC, Chen CH, Fan CY, Deng YR, Sung CW. Differences in the characteristics and patterns of adult emergency department return visits before and after the coronavirus disease 2019 outbreak. J Formos Med Assoc 2023; 122:843-852. [PMID: 36990861 PMCID: PMC10015088 DOI: 10.1016/j.jfma.2023.03.007] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2022] [Revised: 01/20/2023] [Accepted: 03/07/2023] [Indexed: 03/17/2023] Open
Abstract
BACKGROUND Data about changes in the characteristics of ED return visits before and after the COVID-19 outbreak are limited. This study aimed to report the differences on utility in ED return visits after the COVID-19 outbreak. METHODS This retrospective cohort study was conducted from 2019 to 2020. Adult patients with ED return visits were included in the analysis. Variables including demographic characteristics, pre-comorbidities, triage levels, vital signs, chief complaints, management, and diagnosis were recorded and confirmed via a manual assessment. RESULTS The proportion of patients with ED visits decreased by 23%. Hence, that of patients with ED return visits also reduced from 2580 to 2020 patients (22%) after the COVID-19 outbreak. The average age (60-57.8 years) of patients with return visits was significantly younger, and the proportion of female patients decreased remarkably. Further, the proportion of patients with chronic pre-existing diseases at the return visit significantly differed after the COVID-19 outbreak. The proportion of patients with chief complaints including dizziness, dyspnea, cough, vomiting, diarrhea, and chills during the return visits significantly differed before and after the COVID-19 pandemic. In the multivariable logistic regression model, age, high triage level were significantly associated with unfavorable outcome return visit. CONCLUSION The use of services in the ED has changed since the COVID-19 outbreak. Hence, the proportion of patients with unplanned return visits within 72 h decreased. After the COVID-19 outbreak, people are now cautious whether they should return to the ED, as in the pre-pandemic situation, or just treat conservatively at home.
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Affiliation(s)
- Jia-How Chang
- Department of Emergency Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsinchu City, Taiwan
| | - Edward Pei-Chuan Huang
- Department of Emergency Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsinchu City, Taiwan; Department of Emergency Medicine, National Taiwan University Hospital and College of Medicine, Taipei, Taiwan
| | - Chi-Hsin Chen
- Department of Emergency Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsinchu City, Taiwan
| | - Cheng-Yi Fan
- Department of Emergency Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsinchu City, Taiwan
| | - Yu-Rou Deng
- Department of Emergency Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsinchu City, Taiwan
| | - Chih-Wei Sung
- Department of Emergency Medicine, National Taiwan University Hospital Hsin-Chu Branch, Hsinchu City, Taiwan.
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Chia KH, Chang YY, Chen TY, Hsieh PY, Huang CC, Lee TH, Chen CH, Chen WL, Chou CC, Lin YR. The adjusted impact of different severities of acute exacerbations and medications on the risk of developing dementia in COPD patients. BMC Pulm Med 2023; 23:103. [PMID: 36991385 DOI: 10.1186/s12890-023-02386-8] [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: 11/02/2022] [Accepted: 03/14/2023] [Indexed: 03/31/2023] Open
Abstract
BACKGROUND Although a relationship between chronic obstructive pulmonary disease (COPD) and dementia has been reported, the initial severity upon emergency department (ED) visits and the medications used have not been well evaluated as risk factors for increased dementia occurrence. We aimed to analyze the risks of dementia development over 5 years among patients with COPD compared to matched controls (primary) and the impact of different severities of acute exacerbations (AEs) of COPD and medications on the risk of dementia development among COPD patients (secondary). METHOD This study used the Taiwanese government deidentified health care database. We enrolled patients during the 10-year study period (January 1, 2000, to December 31, 2010), and each patient was followed up for 5 years. Once these patients received a diagnosis of dementia or died, they were no longer followed up. The study group included 51,318 patients who were diagnosed with COPD and 51,318 matched (in terms of age, sex, and the number of hospital visits) non-COPD patients from the remaining patients as the control group. Each patient was followed up for 5 years to analyze the risk of dementia with Cox regression analysis. Data on medications (antibiotics, bronchodilators, corticosteroids) and severity at the initial ED visit (ED treatment only, hospital admission, or ICU admission) were collected for both groups, as well as demographics and baseline comorbidities, which were considered confounding factors. RESULTS In the study and control groups, 1,025 (2.0%) and 423 (0.8%) patients suffered from dementia, respectively. The unadjusted HR for dementia was 2.51 (95% CI: 2.24-2.81) in the study group. Bronchodilator treatment was associated with the HRs, especially among those who received long-term (> 1 month) treatment (HR = 2.10, 95% CI: 1.91-2.45). Furthermore, among 3,451 AE of COPD patients who initially visited the ED, patients who required ICU admission (n = 164, 4.7%) had a higher risk of dementia occurrence (HR = 11.05, 95% CI: 7.77-15.71). CONCLUSION Bronchodilator administration might be associated with a decreased risk of dementia development. More importantly, patients who suffered AEs of COPD and initially visited the ED and required ICU admission had a higher risk of developing dementia.
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Affiliation(s)
- Kuo-Hua Chia
- Department of Emergency and Critical Care Medicine, Changhua Christian Hospital, Changhua, Taiwan
- Department of Emergency Medicine, Yuanlin Changhua Christian Hospital, Changhua, Taiwan
| | - Yao-Yuan Chang
- Department of Emergency and Critical Care Medicine, Changhua Christian Hospital, Changhua, Taiwan
| | - Tren-Yi Chen
- Department of Emergency and Critical Care Medicine, Changhua Christian Hospital, Changhua, Taiwan
| | - Pei-You Hsieh
- Department of Emergency and Critical Care Medicine, Changhua Christian Hospital, Changhua, Taiwan
| | - Cheng-Chieh Huang
- Department of Emergency and Critical Care Medicine, Changhua Christian Hospital, Changhua, Taiwan
- Department of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Tsung-Han Lee
- Department of Emergency and Critical Care Medicine, Changhua Christian Hospital, Changhua, Taiwan
- Department of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Cheng Hsu Chen
- Department of Emergency and Critical Care Medicine, Changhua Christian Hospital, Changhua, Taiwan
- Department of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Wen-Liang Chen
- Department of Biological Science and Technology, National Yang Ming Chiao Tung University, Hsinchu, Taiwan
| | - Chu-Chung Chou
- Department of Emergency and Critical Care Medicine, Changhua Christian Hospital, Changhua, Taiwan
- Department of Post Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan
- School of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan
| | - Yan-Ren Lin
- Department of Emergency and Critical Care Medicine, Changhua Christian Hospital, Changhua, Taiwan.
- Department of Post Baccalaureate Medicine, College of Medicine, National Chung Hsing University, Taichung, Taiwan.
- School of Medicine, Kaohsiung Medical University, Kaohsiung, Taiwan.
- School of Medicine, Chung Shan Medical University, Taichung, Taiwan.
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Chen JYH, Chang FY, Lin CS, Wang CH, Tsai SH, Lee CC, Chen SJ. Impact of the COVID-19 Pandemic on the Loading and Quality of an Emergency Department in Taiwan: Enlightenment from a Low-Risk Country in a Public Health Crisis. J Clin Med 2021; 10:jcm10061150. [PMID: 33801792 PMCID: PMC7999504 DOI: 10.3390/jcm10061150] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/07/2021] [Revised: 03/07/2021] [Accepted: 03/08/2021] [Indexed: 02/07/2023] Open
Abstract
The impact of the coronavirus disease 2019 (COVID-19) pandemic on health-care quality in the emergency department (ED) in countries with a low risk is unclear. This study aimed to explore the effects of the COVID-19 pandemic on ED loading, quality of care, and patient prognosis. Data were retrospectively collected from 1 January 2018 to 30 September 2020 at the ED of Tri-service general hospital. Analyses included day-based ED loading, quality of care, and patient prognosis. Data on triage assessment, physiological states, disease history, and results of laboratory tests were collected and analyzed. The number of daily visits significantly decreased after the pandemic, leading to a reduction in the time to examination. Admitted patients benefitted from the pandemic with a reduction of 0.80 h in the length of stay in the ED, faster discharge without death, and reduced re-admission. However, non-admitted visits with chest pain increased the risk of mortality after the pandemic. In conclusion, the COVID-19 pandemic led to a significant reduction in low-acuity ED visits and improved prognoses for hospitalized patients. However, clinicians should be alert about patients with chest pain due to their increased risk of mortality in subsequent admission.
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Affiliation(s)
- Jamie Yu-Hsuan Chen
- Medical Informatics Office, Tri-Service General Hospital, National Defense Medical Center, Taipei City 11490, Taiwan;
- School of Public Health, National Defense Medical Center, Taipei City 11490, Taiwan
| | - Feng-Yee Chang
- Division of Infectious Diseases and Tropical Medicine, Department of Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei City 11490, Taiwan;
| | - Chin-Sheng Lin
- Division of Cardiology, Department of Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei City 11490, Taiwan;
| | - Chih-Hung Wang
- Department of Otolaryngology-Head and Neck Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei City 11490, Taiwan;
- Graduate Institute of Medical Sciences, National Defense Medical Center, Taipei City 11490, Taiwan
| | - Shih-Hung Tsai
- Department of Emergency Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei City 11490, Taiwan;
| | - Chia-Cheng Lee
- Medical Informatics Office, Tri-Service General Hospital, National Defense Medical Center, Taipei City 11490, Taiwan;
- Division of Colorectal Surgery, Department of Surgery, Tri-Service General Hospital, National Defense Medical Center, Taipei City 11490, Taiwan
- Correspondence: (C.-C.L.); (S.-J.C.)
| | - Sy-Jou Chen
- Department of Emergency Medicine, Tri-Service General Hospital, National Defense Medical Center, Taipei City 11490, Taiwan;
- Graduate Institute of Injury Prevention and Control, College of Public Health and Nutrition, Taipei Medical University, Taipei City 11490, Taiwan
- Correspondence: (C.-C.L.); (S.-J.C.)
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