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Chua KSG, Kwan HX, Teo WS, Cao RX, Heng CP, Ratha Krishnan R. Changing Epidemiology and Functional Outcomes of Inpatient Rehabilitation in Asian Traumatic Brain Injury Cases before and during the COVID-19 Pandemic: A Retrospective Cohort Study. Life (Basel) 2023; 13:1475. [PMID: 37511850 PMCID: PMC10381117 DOI: 10.3390/life13071475] [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: 05/29/2023] [Revised: 06/27/2023] [Accepted: 06/28/2023] [Indexed: 07/30/2023] Open
Abstract
BACKGROUND This study aimed to compare acute injury and rehabilitation characteristics for traumatic brain injury (TBI) inpatients during the pre and post COVID-19 pandemic periods. METHODS A retrospective study of TBI inpatients between 1 April 2018 and 31 December 2019 (pre COVID-19 period), and 1 July 2020 and 31 March 2022 (post COVID-19 period) was performed to compare demographics, premorbid comorbidity, TBI characteristics, rehabilitation complications, admission and discharge functional independence measure (FIM®), length of stay and discharge status. RESULTS A total of 187 data sets were analyzed (82 pre COVID-19 and 105 post COVID-19). Post COVID-19 TBI inpatients were older by 11 years (pre COVID-19 mean 55 years vs. post COVID-19 mean 66 years, and p < 0.001), with 23% higher female inpatients (pre COVID-19 13.4% vs. post COVID-19 36.2%, and p < 0.001) and 25% higher presence of comorbidities (pre COVID-19 52.4% vs. post COVID-19 77.1%, and p < 0.001). In the post COVID-19 group, total discharge FIM (Td-FIM) was significantly lower by ~12 points (pre COVID-19 94.5 vs. post COVID-19 82, and p = 0.011), Td-FIM ≥ 91 was lower by ~18% (pre COVID-19 53.7% vs. post COVID-19 36.2%, and p = 0.017), and the need for caregivers increased by ~17% (pre COVID-19 68% vs. post COVID-19 85.4%, and p = 0.006) Conclusions: Our findings signal a demographic shift towards older, frailer TBI with lower functional independence levels post COVID-19.
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Affiliation(s)
- Karen Sui Geok Chua
- Institute of Rehabilitation Excellence (IREx), Tan Tock Seng Hospital Rehabilitation Centre, Singapore 569766, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 636921, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore
| | - Hui Xuan Kwan
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 636921, Singapore
| | - Wee Shen Teo
- Institute of Rehabilitation Excellence (IREx), Tan Tock Seng Hospital Rehabilitation Centre, Singapore 569766, Singapore
| | - Ruo Xi Cao
- Institute of Rehabilitation Excellence (IREx), Tan Tock Seng Hospital Rehabilitation Centre, Singapore 569766, Singapore
| | - Choon Pooh Heng
- Clinical Research and Innovation Office, Tan Tock Seng Hospital, Singapore 308433, Singapore
| | - Rathi Ratha Krishnan
- Institute of Rehabilitation Excellence (IREx), Tan Tock Seng Hospital Rehabilitation Centre, Singapore 569766, Singapore
- Lee Kong Chian School of Medicine, Nanyang Technological University, Singapore 636921, Singapore
- Yong Loo Lin School of Medicine, National University of Singapore, Singapore 117597, Singapore
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Johnson RA, Eaton A, Tignanelli CJ, Carrabre KJ, Gerges C, Yang GL, Hemmila MR, Ngwenya LB, Wright JM, Parr AM. Changes in patterns of traumatic brain injury in the Michigan Trauma Quality Improvement Program database early in the COVID-19 pandemic. J Neurosurg 2023; 138:465-475. [PMID: 35901671 DOI: 10.3171/2022.5.jns22244] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/29/2022] [Accepted: 05/17/2022] [Indexed: 02/04/2023]
Abstract
OBJECTIVE The authors' objective was to investigate the impact of the global COVID-19 pandemic on hospital presentation and process of care for the treatment of traumatic brain injuries (TBIs). Improved understanding of these effects will inform sociopolitical and hospital policies in response to future pandemics. METHODS The Michigan Trauma Quality Improvement Program (MTQIP) database, which contains data from 36 level I and II trauma centers in Michigan and Minnesota, was queried to identify patients who sustained TBI on the basis of head/neck Abbreviated Injury Scale (AIS) codes during the periods of March 13 through July 2 of 2017-2019 (pre-COVID-19 period) and March 13, 2020, through July 2, 2020 (COVID-19 period). Analyses were performed to detect differences in incidence, patient characteristics, injury severity, and outcomes. RESULTS There was an 18% decrease in the rate of encounters with TBI in the first 8 weeks (March 13 through May 7), followed by a 16% increase during the last 8 weeks (May 8 through July 2), of our COVID-19 period compared with the pre-COVID-19 period. Cumulatively, there was no difference in the rates of encounters with TBI between the COVID-19 and pre-COVID-19 periods. Severity of TBI, as measured with maximum AIS score for the head/neck region and Glasgow Coma Scale score, was also similar between periods. During the COVID-19 period, a greater proportion of patients with TBI presented more than a day after sustaining their injuries (p = 0.046). COVID-19 was also associated with a doubling in the decubitus ulcer rate from 1.0% to 2.1% (p = 0.002) and change in the distribution of discharge status (p = 0.01). Multivariable analysis showed no differences in odds of death/hospice discharge, intensive care unit stay of at least a day, or need for a ventilator for at least a day between the COVID-19 and pre-COVID-19 periods. CONCLUSIONS During the early months of the COVID-19 pandemic, the number of patients who presented with TBI was initially lower than in the years 2017-2019 prior to the pandemic. However, there was a subsequent increase in the rate of encounters with TBI, resulting in overall similar rates of TBI between March 13 through July 2 during the COVID-19 period and during the pre-COVID-19 period. The COVID-19 cohort was also associated with negative impacts on time to presentation, rate of decubitus ulcers, and discharge with supervision. Policies in response to future pandemics must consider the resources necessary to care for patients with TBI.
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Affiliation(s)
- Reid A Johnson
- 1University of Minnesota Medical School, University of Minnesota, Minneapolis, Minnesota
| | - Anne Eaton
- 2Division of Biostatistics, University of Minnesota, Minneapolis, Minnesota
| | - Christopher J Tignanelli
- 3Department of Surgery, University of Minnesota, Minneapolis, Minnesota.,4Institute for Health Informatics, University of Minnesota, Minneapolis, Minnesota
| | - Kailey J Carrabre
- 1University of Minnesota Medical School, University of Minnesota, Minneapolis, Minnesota
| | - Christina Gerges
- 5Department of Neurological Surgery, Oregon Health and Science University, Portland, Oregon
| | - George L Yang
- 6Department of Neurosurgery, University of Cincinnati, Cincinnati, Ohio
| | - Mark R Hemmila
- 7Department of Surgery, University of Michigan Medical School, Ann Arbor, Michigan; and
| | - Laura B Ngwenya
- 6Department of Neurosurgery, University of Cincinnati, Cincinnati, Ohio
| | - James M Wright
- 5Department of Neurological Surgery, Oregon Health and Science University, Portland, Oregon
| | - Ann M Parr
- 8Department of Neurosurgery, Stem Cell Institute, University of Minnesota, Minneapolis, Minnesota
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Miranda SP, Wathen C, Schuster JM, Petrov D. Letter to the Editor Regarding "Viscoelastic Hemostatic Assays and Outcomes in Traumatic Brain Injury: A Systematic Literature Review". World Neurosurg 2022; 166:291-293. [PMID: 36192854 PMCID: PMC9514967 DOI: 10.1016/j.wneu.2022.04.040] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/07/2022] [Accepted: 04/08/2022] [Indexed: 01/28/2023]
Affiliation(s)
- Stephen P Miranda
- Department of Neurosurgery, Perelman Center for Advanced Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA.
| | - Connor Wathen
- Department of Neurosurgery, Perelman Center for Advanced Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - James M Schuster
- Department of Neurosurgery, Perelman Center for Advanced Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
| | - Dmitriy Petrov
- Department of Neurosurgery, Perelman Center for Advanced Medicine, University of Pennsylvania, Philadelphia, Pennsylvania, USA
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Koruga N, Soldo Koruga A, Rončević R, Turk T, Kopačin V, Kretić D, Rotim T, Rončević A. Telemedicine in Neurosurgical Trauma during the COVID-19 Pandemic: A Single-Center Experience. Diagnostics (Basel) 2022; 12:diagnostics12092061. [PMID: 36140463 PMCID: PMC9497489 DOI: 10.3390/diagnostics12092061] [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: 07/11/2022] [Revised: 08/18/2022] [Accepted: 08/22/2022] [Indexed: 11/16/2022] Open
Abstract
Telemedicine is a rapid tool that reduces the time until treatment for patients, which is especially useful for neurosurgical trauma. The aim of our study was to evaluate the use of telemedicine in neurosurgery during the COVID-19 pandemic compared with the pre-pandemic era. We assessed the utilization of telemedicine at the Department of Neurosurgery at University Hospital Center Osijek in Croatia over a timespan of one year prior to the COVID-19 pandemic and the first year of the pandemic, starting with the date of first lockdown in Croatia. For each time period, the total number of consults and specific clinical inquiries were recorded and adequately grouped as well as comprehensive patient characteristics. There were 336 consults in the pre-pandemic period and 504 in the pandemic period. The number of trauma-related consults during COVID-19 measures was significantly higher than the pre-pandemic era (288 and 138, respectively, p < 0.0001). Neurosurgical trauma patients requiring consults in the pandemic period were significantly older than before the pandemic (64.9 ± 18.5 and 60.6 ± 19.1, respectively, p = 0.03). Significantly, the number of admissions to our center and urgent surgeries did not significantly differ between these periods. Telemedicine is a cost-effective tool in the neurosurgical evaluation of patients, especially for trauma. The COVID-19 pandemic accelerated telemedicine implementation and improved neurosurgical trauma treatments.
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Affiliation(s)
- Nenad Koruga
- Department of Neurosurgery, University Hospital Center Osijek, 31000 Osijek, Croatia
- Faculty of Medicine, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia
| | - Anamarija Soldo Koruga
- Faculty of Medicine, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia
- Department of Neurology, University Hospital Center Osijek, 31000 Osijek, Croatia
| | - Robert Rončević
- Faculty of Medicine, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia
- Department of Diagnostic and Interventional Radiology, University Hospital Center Osijek, 31000 Osijek, Croatia
| | - Tajana Turk
- Faculty of Medicine, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia
- Department of Diagnostic and Interventional Radiology, University Hospital Center Osijek, 31000 Osijek, Croatia
| | - Vjekoslav Kopačin
- Faculty of Medicine, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia
- Department of Diagnostic and Interventional Radiology, University Hospital Center Osijek, 31000 Osijek, Croatia
| | - Domagoj Kretić
- Faculty of Medicine, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia
- Department of Diagnostic and Interventional Radiology, University Hospital Center Osijek, 31000 Osijek, Croatia
| | - Tatjana Rotim
- Faculty of Medicine, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia
- Department of Diagnostic and Interventional Radiology, University Hospital Center Osijek, 31000 Osijek, Croatia
| | - Alen Rončević
- Department of Neurosurgery, University Hospital Center Osijek, 31000 Osijek, Croatia
- Faculty of Medicine, Josip Juraj Strossmayer University of Osijek, 31000 Osijek, Croatia
- Correspondence: ; Tel.: +385-98-1698481
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Impact on neurosurgical management in a Level 1 trauma center post COVID-19 shelter-in-place restrictions. J Clin Neurosci 2022; 101:131-136. [PMID: 35597060 PMCID: PMC9057977 DOI: 10.1016/j.jocn.2022.04.033] [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: 11/10/2021] [Revised: 04/22/2022] [Accepted: 04/25/2022] [Indexed: 01/17/2023]
Abstract
The stringent restrictions from shelter-in-place (SIP) policies placed on hospital operations during the COVID-19 pandemic led to a sharp decrease in planned surgical procedures. This study quantifies the surgical rebound experienced across a neurosurgical service post SIP restrictions in order to guide future hospital programs with resource management. We conducted a retrospective review of all neurosurgical procedures at a public Level 1 trauma center between February 15th to August 30th for the years spanning 2018-2020. We categorized patient procedures into four comparative one-month periods: pre-SIP; SIP; post-SIP; and late recovery. Patient procedures were designated as either cranial; spinal; and other; as well as Elective or Add-on (Urgent/Emergent). Categorical variables were analyzed using χ2 tests and Fisher's exact tests. A total of 347 cases were reviewed across the four comparative periods and three years studied; with 174 and 152 spinal and cranial procedures; respectively. There was a proportional increase; relative to historical controls; in total spinal procedures (p-value < 0.001) and elective spinal procedures (p-value < 0.001) in the 2020 SIP to Post-SIP. The doubling of elective spinal cases in the Post-SIP period returned to historical baseline levels in three months after SIP restrictions were lifted. Total cranial procedures were proportionally increased during the SIP period relative to historical controls (p-value = 0.005). We provide a census on the post-pandemic neurosurgical operative demands at a major public Level 1 trauma hospital, which can potentially be applied for resource allocations in other disaster scenarios.
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Alimohamadi Y, Yekta EM, Sepandi M, Sharafoddin M, Arshadi M, Hesari E. Hospital length of stay for COVID-19 patients: a systematic review and meta-analysis. Multidiscip Respir Med 2022; 17:856. [PMID: 36117876 PMCID: PMC9472334 DOI: 10.4081/mrm.2022.856] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2022] [Accepted: 06/13/2022] [Indexed: 01/09/2023] Open
Abstract
The length of stay in the hospital for COVID-19 can aid in understanding the disease's prognosis. Thus, the goal of this study was to collectively estimate the hospital length of stay (LoS) in COVID-19 hospitalized individuals. To locate related studies, international databases (including Google Scholar, Science Direct, PubMed, and Scopus) were searched. The I2 index, the Cochran Q test, and T2 were used to analyze study heterogeneity. The mean LoS in COVID- 19 hospitalized patients was estimated using a random-effects model. COVID-19's total pooled estimated hospital LoS was 15.35, 95%CI:13.47-17.23; p<0.001, I2 = 80.0). South America had the highest pooled estimated hospital LoS of COVID-19 among the continents, at 20.85 (95%CI: 14.80-26.91; p<0.001, I2 = 0.01), whereas Africa had the lowest at 8.56 8 (95%CI: 1.00-22.76). The >60 age group had the highest pooled estimated COVID-19 hospital LoS of 16.60 (95%CI: 12.94-20.25; p<0.001, I2 = 82.6), while the 40 age group had the lowest hospital LoS of 10.15 (95% CI: 4.90-15.39, p<0.001, I2 = 22.1). The metanalysis revealed that COVID-19's hospital LoS was more than 10 days. However, it appears that this duration varies depending on a number of factors, including the patient's age and the availability of resources.
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Affiliation(s)
- Yousef Alimohamadi
- Exercise Physiology Research Center, Life Style Institute, Baqiyatallah University of Medical Sciences, Tehran
| | - Elahe Mansouri Yekta
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Science, Tehran, Iran
| | - Mojtaba Sepandi
- Exercise Physiology Research Center, Life Style Institute, Baqiyatallah University of Medical Sciences, Tehran
| | - Maedeh Sharafoddin
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Science, Tehran, Iran
| | - Maedeh Arshadi
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Science, Tehran, Iran
| | - Elahe Hesari
- Department of Epidemiology and Biostatistics, School of Public Health, Tehran University of Medical Science, Tehran, Iran
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Lester A, Leach P, Zaben M. The Impact of the COVID-19 Pandemic on Traumatic Brain Injury Management: Lessons Learned Over the First Year. World Neurosurg 2021; 156:28-32. [PMID: 34530146 PMCID: PMC8435471 DOI: 10.1016/j.wneu.2021.09.030] [Citation(s) in RCA: 18] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2021] [Revised: 09/06/2021] [Accepted: 09/07/2021] [Indexed: 02/07/2023]
Abstract
The COVID-19 pandemic has had widespread consequences on health care systems around the world. It resulted in extensive changes to the referral patterns, management, and rehabilitation of surgical conditions. We aimed to evaluate the effect the COVID-19 pandemic has had on traumatic brain injury (TBI) specifically. We reviewed the literature published on COVID-19 and TBI referrals, management, and rehabilitation. Significant changes were seen in the referral patterns of TBIs worldwide, explained by changes in societal behaviors and changes in the mechanism of injury. Implementation of strict infection control measures and COVID-19 screening was commonplace, with some reporting changes to operating room protocols. TBI was more likely to be conservatively managed. Rehabilitation services were restricted, with a greater shift towards telemedicine to provide rehabilitative therapy remotely.
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Affiliation(s)
- Aled Lester
- School of Medicine, Cardiff University, Cardiff, United Kingdom.
| | - Paul Leach
- Department of Neurosurgery, University Hospital of Wales, Cardiff, United Kingdom
| | - Malik Zaben
- Department of Neurosurgery, University Hospital of Wales, Cardiff, United Kingdom; Neuroscience and Mental Health Research Institute, School of Medicine, Cardiff University, United Kingdom
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