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Cho SH, Nho WY, Lee DE, Ahn JY, Kim JW, Lim KH, Ryoo HW, Kim JK. Impact of COVID-19 pandemic on interhospital transfer of patients with major trauma in Korea: a retrospective cohort study. BMC Emerg Med 2024; 24:53. [PMID: 38570762 PMCID: PMC10988904 DOI: 10.1186/s12873-024-00963-6] [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: 12/28/2023] [Accepted: 03/08/2024] [Indexed: 04/05/2024] Open
Abstract
BACKGROUND Interhospital transfer (IHT) is necessary for providing ultimate care in the current emergency care system, particularly for patients with severe trauma. However, studies on IHT during the pandemic were limited. Furthermore, evidence on the effects of the coronavirus disease 2019 (COVID-19) pandemic on IHT among patients with major trauma was lacking. METHOD This retrospective cohort study was conducted in an urban trauma center (TC) of a tertiary academic affiliated hospital in Daegu, Korea. The COVID-19 period was defined as from February 1, 2020 to January 31, 2021, whereas the pre-COVID-19 period was defined as the same duration of preceding span. Clinical data collected in each period were compared. We hypothesized that the COVID-19 pandemic negatively impacted IHT. RESULTS A total of 2,100 individual patients were included for analysis. During the pandemic, the total number of IHTs decreased from 1,317 to 783 (- 40.5%). Patients were younger (median age, 63 [45-77] vs. 61[44-74] years, p = 0.038), and occupational injury was significantly higher during the pandemic (11.6% vs. 15.7%, p = 0.025). The trauma team activation (TTA) ratio was higher during the pandemic both on major trauma (57.3% vs. 69.6%, p = 0.006) and the total patient cohort (22.2% vs. 30.5%, p < 0.001). In the COVID-19 period, duration from incidence to the TC was longer (218 [158-480] vs. 263[180-674] minutes, p = 0.021), and secondary transfer was lower (2.5% vs. 0.0%, p = 0.025). CONCLUSION We observed that the total number of IHTs to the TC was reduced during the COVID-19 pandemic. Overall, TTA was more frequent, particularly among patients with major trauma. Patients with severe injury experienced longer duration from incident to the TC and lesser secondary transfer from the TC during the COVID-19 pandemic.
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Affiliation(s)
- Sung Hoon Cho
- Trauma Center, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
- Department of Surgery, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Woo Young Nho
- Trauma Center, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu, Republic of Korea.
- Department of Emergency Medicine, School of Medicine, Kyungpook National University, Daegu, Republic of Korea.
| | - Dong Eun Lee
- Department of Emergency Medicine, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Jae Yun Ahn
- Department of Emergency Medicine, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Joon-Woo Kim
- Trauma Center, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
- Department of Orthopaedic Surgery, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Kyoung Hoon Lim
- Trauma Center, Kyungpook National University Hospital, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
- Department of Surgery, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Hyun Wook Ryoo
- Department of Emergency Medicine, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
| | - Jong Kun Kim
- Department of Emergency Medicine, School of Medicine, Kyungpook National University, Daegu, Republic of Korea
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Jojczuk M, Pawlikowski J, Kamiński P, Głuchowski D, Naylor K, Gajewski J, Karpiński R, Krakowski P, Jonak J, Nogalski A, Czerwiński D. Evaluating Changes in Trauma Epidemiology during the COVID-19 Lockdown: Insights and Implications for Public Health and Disaster Preparedness. Healthcare (Basel) 2023; 11:2436. [PMID: 37685470 PMCID: PMC10486767 DOI: 10.3390/healthcare11172436] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/24/2023] [Revised: 08/11/2023] [Accepted: 08/21/2023] [Indexed: 09/10/2023] Open
Abstract
The COVID-19 pandemic demanded changes in healthcare systems worldwide. The lockdown brought about difficulties in healthcare access. However, trauma still required further attention considering its modifications. The presented study aims to investigate the variances in epidemiological patterns of trauma during the lockdown and the previous year, with a view to better understand the modifications in healthcare provision. The authors analyzed data from the first lockdown in 2020 (12 March-30 May) and the same period in 2019 from 35 hospitals in Lublin Province. A total of 10,806 patients in 2019 and 5212 patients in 2020 were included in the research. The uncovered changes adhered to the total admissions and mortality rate, the frequency of injuries in particular body regions, and injury mechanisms. The lockdown period resulted in a reduction in trauma, requiring an altered approach to healthcare provision. Our research indicates that the altered approach facilitated during such periods is essential for delivering tailored help to trauma patients.
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Affiliation(s)
- Mariusz Jojczuk
- Department of Trauma Surgery and Emergency Medicine, Medical University of Lublin, 20-081 Lublin, Poland; (M.J.); (P.K.); (A.N.)
| | - Jakub Pawlikowski
- Department of Humanities and Social Medicine, Medical University of Lublin, 20-059 Lublin, Poland;
| | - Piotr Kamiński
- Department of Trauma Surgery and Emergency Medicine, Medical University of Lublin, 20-081 Lublin, Poland; (M.J.); (P.K.); (A.N.)
| | - Dariusz Głuchowski
- Department of Computer Science, Faculty of Electrical Engineering and Computer Science, University of Technology, 20-618 Lublin, Poland; (D.G.)
| | - Katarzyna Naylor
- Independent Unit of Emergency Medical Services and Specialist Emergency, Medical University of Lublin, Chodzki 7, 20-093 Lublin, Poland
| | - Jakub Gajewski
- Department of Machine Design and Mechatronics, Faculty of Mechanical Engineering, University of Technology, 20-618 Lublin, Poland; (J.G.)
| | - Robert Karpiński
- Department of Machine Design and Mechatronics, Faculty of Mechanical Engineering, University of Technology, 20-618 Lublin, Poland; (J.G.)
- I Department of Psychiatry, Psychotherapy and Early Intervention, Medical University of Lublin, 20-439 Lublin, Poland
| | - Przemysław Krakowski
- Department of Trauma Surgery and Emergency Medicine, Medical University of Lublin, 20-081 Lublin, Poland; (M.J.); (P.K.); (A.N.)
- Orthopaedic and Sports Traumatology Department, Carolina Medical Center, Pory 78, 02-757 Warsaw, Poland
| | - Józef Jonak
- Department of Machine Design and Mechatronics, Faculty of Mechanical Engineering, University of Technology, 20-618 Lublin, Poland; (J.G.)
| | - Adam Nogalski
- Department of Trauma Surgery and Emergency Medicine, Medical University of Lublin, 20-081 Lublin, Poland; (M.J.); (P.K.); (A.N.)
| | - Dariusz Czerwiński
- Department of Computer Science, Faculty of Electrical Engineering and Computer Science, University of Technology, 20-618 Lublin, Poland; (D.G.)
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Maleitzke T, Zhou S, Zocholl D, Fleckenstein FN, Back DA, Plewe JM, Weber J, Winkler T, Stöckle U, Tsitsilonis S, Märdian S. Routine laboratory parameters predict intensive care unit admission and hospitalization in patients suffering stab injuries. Front Immunol 2023; 13:959141. [PMID: 36685486 PMCID: PMC9851079 DOI: 10.3389/fimmu.2022.959141] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/17/2022] [Accepted: 11/21/2022] [Indexed: 01/07/2023] Open
Abstract
Background Knife crime has increased considerably in recent years in Northern Europe. Affected patients often require immediate surgical care due to traumatic organ injury. Yet, little is known about clinically relevant routine laboratory parameters in stab injury patients and how these are associated with intensive care unit (ICU) admission, hospitalization and number of surgeries. Methods We retrospectively analyzed 258 stab injury cases between July 2015 and December 2021 at an urban Level I Trauma Center. Annual and seasonal incidences, injury site, injury mechanism, Injury Severity Score (ISS), and surgical management were evaluated. First, correlations between routine laboratory parameters for hematology, coagulation, and serum biochemistry (peak, and Δ (change from admission to peak within 3 days following admission)) and length of hospital stay, ICU stay, and number of surgeries were assessed using Spearman's rank correlation coefficients. Second, multivariable Least Absolute Shrinkage and Selection Operator (LASSO) regression analyses were conducted to identify parameters predictive of clinical outcomes. Third, longitudinal developments of routine laboratory parameters were assessed during hospital admission. Results In 2021, significantly more stab injuries were recorded compared with previous years and occurred less during winter compared with other seasons. Mean ISS was 8.3 ± 7.3, and ISS was positively correlated with length of hospital and ICU stay (r = 0.5-0.8, p < 0.001). Aspartate transaminase (AST) (Δ) (r = 0.690), peak C-reactive protein (CrP) (r = 0.573), and erythrocyte count (Δ) (r = 0.526) showed the strongest positive correlations for length of ICU stay for penetrating, thoracoabdominal, and organ injuries, respectively. No correlations were observed between routine laboratory parameters and number of surgeries. For patients with penetrating injuries, LASSO-selected predictors of ICU admission included ISS, pH and lactate at admission, and Δ values for activated partial thromboplastin time (aPTT), K+, and erythrocyte count. CrP levels on day 3 were significantly higher in patients with penetrating (p = 0.005), thoracoabdominal (p = 0.041), and organ injuries (p < 0.001) compared with those without. Conclusion Our data demonstrate an increase in stab injury cases in 2021 and an important link between changes in routine laboratory parameters and ICU admission and hospitalization. Monitoring ISS and changes in AST, CrP, erythrocyte count, pH, lactate, aPTT, and K+ may be useful to identify patients at risk and adjust surgical and ICU algorithms early on.
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Affiliation(s)
- Tazio Maleitzke
- Center for Musculoskeletal Surgery, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Julius Wolff Institute, Berlin Institute of Health at Charité – Universitätsmedizin Berlin, Berlin, Germany
- BIH Charité Clinician Scientist Program, Berlin Institute of Health at Charité – Universitätsmedizin Berlin, BIH Biomedical Innovation Academy, Berlin, Germany
| | - Sijia Zhou
- Julius Wolff Institute, Berlin Institute of Health at Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Dario Zocholl
- Institute of Biometry and Clinical Epidemiology, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Florian Nima Fleckenstein
- Department of Diagnostic and Interventional Radiology, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - David Alexander Back
- Center for Musculoskeletal Surgery, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Department of Traumatology and Orthopaedics, Septic and Reconstructive Surgery, Bundeswehr Hospital Berlin, Berlin, Germany
| | - Julius Maximilian Plewe
- Department of Surgery, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Jérôme Weber
- Center for Musculoskeletal Surgery, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Julius Wolff Institute, Berlin Institute of Health at Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Tobias Winkler
- Center for Musculoskeletal Surgery, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Julius Wolff Institute, Berlin Institute of Health at Charité – Universitätsmedizin Berlin, Berlin, Germany
- Berlin Institute of Health Center for Regenerative Therapies, Berlin Institute of Health at Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Ulrich Stöckle
- Center for Musculoskeletal Surgery, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
| | - Serafeim Tsitsilonis
- Center for Musculoskeletal Surgery, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
- Julius Wolff Institute, Berlin Institute of Health at Charité – Universitätsmedizin Berlin, Berlin, Germany
| | - Sven Märdian
- Center for Musculoskeletal Surgery, Charité – Universitätsmedizin Berlin, Corporate Member of Freie Universität Berlin and Humboldt-Universität zu Berlin, Berlin, Germany
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Pisl V, Vevera J, Štěpánek L, Volavka J. Changes in ambulance departures for assault calls during COVID-19 pandemic restrictions. Aggress Behav 2023; 49:76-84. [PMID: 36305480 PMCID: PMC9874533 DOI: 10.1002/ab.22055] [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: 09/04/2021] [Revised: 10/06/2022] [Accepted: 10/11/2022] [Indexed: 01/27/2023]
Abstract
Restrictions related to COVID-19 changed the daily behavior of people, including the expression of violence. Although an increased incidence of violent behavior, especially domestic violence, was expected during the pandemic, retrospective analyses have yielded mixed results. Records of ambulance departures to address injuries caused by assaults in the Pilsen region, Czech Republic, during the restrictive measures during the national state of emergency were compared to data from 3 previous years using general linear models. The number and severity of assaults were analyzed for the whole sample and separately for patients of either sex, for residential or nonresidential locations, and for domestic violence. Controlling for the seasonal effects, the number of assaults decreased by 39% during the pandemic restrictions compared to the 3 previous years. No difference was found between the effects of restrictions on assaults resulting in an injury of a male or female patient. The decrease was specifically pronounced in the sample of assaults in nonresidential locations, while no effect of restrictions was observed in assaults in residential locations and domestic assaults. Pandemic restrictions were associated with a decreased incidence of violent assaults that required ambulance services. Although the incidence decreased especially in those assaulted outside of their homes, we found no support for an increase in domestic violence or violence against women. Pandemic restrictions may have served as a protective rather than a risk factor for assaults severe enough to warrant a call for ambulance services.
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Affiliation(s)
- Vojtech Pisl
- Department of Psychiatry, Faculty of Medicine and University Hospital in PilsenCharles UniversityPlzeňCzech Republic
| | - Jan Vevera
- Department of Psychiatry, Faculty of Medicine and University Hospital in PilsenCharles UniversityPlzeňCzech Republic,Department of PsychiatryInstitute for Postgraduate Medical EducationPragueCzech Republic
| | - Lubomír Štěpánek
- Institute of Biophysics and Informatics, First Faculty of MedicineCharles UniversityPlzeňCzech Republic
| | - Jan Volavka
- Department of Psychiatry, Faculty of Medicine and University Hospital in PilsenCharles UniversityPlzeňCzech Republic,Department of Psychiatry, School of MedicineNew York University (Emeritus)New YorkNew YorkUSA
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