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Farag A, Pham RH, Dulaimy K. The Financial Impact of COVID on Radiology Health Systems. Semin Ultrasound CT MR 2024; 45:309-313. [PMID: 38527670 DOI: 10.1053/j.sult.2024.03.001] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 03/27/2024]
Abstract
The coronavirus pandemic of 2019 (COVID-19) was arguably the most pivotal global event that current generations have witnessed, with unprecedented global challenges, and colossal effects on health systems. The financial consequences, in particular, were profound and far-reaching. Staggering estimates of up to $50.7 billion dollars per month in lost revenue for the US health system were reported by the American Hospital Association (Kaye et al., 2021). The pandemic caused significant increases in cost of drugs, disruptions to medical supply chains, day-to-day workflow, and operations in all areas of medicine and various healthcare systems. Radiology experienced a significant burden of the damage, finding itself at the forefront of the pandemic's economic fallout (American Hospital Association).
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Affiliation(s)
- Ahmed Farag
- Department of Radiology, UMass Chan Medical School-Baystate Medical Center, Springfield, MA
| | - Richard H Pham
- B.S. Biology student, Class of 2025, University of Massachusetts-Amherst, Amherst, MA
| | - Kal Dulaimy
- Department of Radiology, UMass Chan Medical School-Baystate Medical Center, Springfield, MA.
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Hamilton-Cave MA, Al-Dulaimi R, McDonald JS, Ringler MD, Tiegs-Heiden CA. Utilization trends for MR arthrography of the hip and shoulder: a retrospective cross-sectional analysis of 20-year data from a tertiary care academic medical center. Skeletal Radiol 2024:10.1007/s00256-024-04717-0. [PMID: 38829525 DOI: 10.1007/s00256-024-04717-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/18/2024] [Revised: 05/16/2024] [Accepted: 05/23/2024] [Indexed: 06/05/2024]
Abstract
OBJECTIVE The purpose of this study is to analyze changes in the utilization of MRA of the hip and shoulder at a large tertiary care academic medical center during a period of significant technological advancements over the last 20 years. MATERIALS AND METHODS This retrospective cross-sectional analysis identified MRA of the hip and shoulder performed at our institution over a 20-year period (2/2003-2/2023) in relation to the total number of MR hip and shoulder examinations during the same period. Patient characteristics and referring provider demographic information were extracted. Descriptive statistics and trend analysis were performed. RESULTS The total number of MRIs of the hip and shoulder increased overall, with small dips in 2020 and 2022. MRA of the hip increased significantly over the first 10 years of the study period (p = 0.0005), while MRA of the shoulder did not change significantly (p = 0.33). The proportion of both MRA of the hip and shoulder declined over the last 10 years (hip, p = 0.0056; shoulder, p = 0.0017). Over the same period, there was significant increase in the proportion of examinations performed at 3 Tesla versus 1.5 (p < 0.0001). CONCLUSION Overall, there was a downward trend in MR shoulder and hip arthrogram utilization in the second half of this 20-year study period. However, utilization varied somewhat by referring specialties and credentials. These changes are likely reflective of both improvements in image quality and evolving practice recommendations. Awareness of such trends may be valuable in ensuring appropriate patient care, as well as for anticipating the needs of a musculoskeletal radiology practice.
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Affiliation(s)
| | - Ragheed Al-Dulaimi
- Department of Radiology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA
| | - Jennifer S McDonald
- Department of Radiology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA
| | - Michael D Ringler
- Department of Radiology, Mayo Clinic, 200 1st St SW, Rochester, MN, 55905, USA
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Nyante SJ, Deal AM, Heiling HM, Kim KS, Kuzmiak CM, Calhoun BC, Ray EM. Trends in breast, colon, pancreatic, and uterine cancers in women during the COVID-19 pandemic in North Carolina. Cancer Med 2024; 13:e7156. [PMID: 38572934 PMCID: PMC10993709 DOI: 10.1002/cam4.7156] [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: 10/27/2023] [Revised: 03/03/2024] [Accepted: 03/22/2024] [Indexed: 04/05/2024] Open
Abstract
IMPORTANCE The COVID-19 pandemic led to reductions in primary care and cancer screening visits, which may delay detection of some cancers. The impact on incidence has not been fully quantified. We examined change in cancer incidence to determine how the COVID-19 pandemic may have altered the characteristics of cancers diagnosed among women. METHODS This study included female patients aged ≥18 years and diagnosed with breast (n = 9489), colon (n = 958), pancreatic (n = 669), or uterine (n = 1991) cancer at three hospitals in North Carolina. Using interrupted time series, we compared incidence of cancers diagnosed between March 2020 and November 2020 (during pandemic) with cancers diagnosed between January 2016 and February 2020 (pre-pandemic). RESULTS During the pandemic, incidence of breast and uterine cancers was significantly lower than expected compared to pre-pandemic (breast-18%, p = 0.03; uterine -20%, p = 0.05). Proportions of advanced pathologic stage and hormone receptor-negative breast cancers, and advanced clinical stage and large size uterine cancers were more prevalent during the pandemic. No significant changes in incidence were detected for pancreatic (-20%, p = 0.08) or colon (+14%, p = 0.30) cancers. CONCLUSION AND RELEVANCE In women, the COVID-19 pandemic resulted in a significant reduction in the incidence of breast and uterine cancers, but not colon or pancreatic cancers. A change in the proportion of poor prognosis breast and uterine cancers suggests that some cancers that otherwise would have been diagnosed at an earlier stage will be detected in later years. Continued analysis of long-term trends is needed to understand the full impact of the pandemic on cancer incidence and outcomes.
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Affiliation(s)
- Sarah J. Nyante
- Department of RadiologyUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
- Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Allison M. Deal
- Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Hillary M. Heiling
- Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Kyung Su Kim
- Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Cherie M. Kuzmiak
- Department of RadiologyUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Benjamin C. Calhoun
- Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
- Department of Pathology and Laboratory MedicineUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
| | - Emily M. Ray
- Lineberger Comprehensive Cancer CenterUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
- Division of Oncology, Department of MedicineUniversity of North Carolina at Chapel HillChapel HillNorth CarolinaUSA
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Battaglia C, Manti F, Mazzuca D, Cutruzzolà A, Corte MD, Caputo F, Gratteri S, Laganà D. Impact of the COVID-19 pandemic and COVID vaccination campaign on imaging case volumes and medicolegal aspects. FRONTIERS IN HEALTH SERVICES 2024; 4:1253905. [PMID: 38487373 PMCID: PMC10937363 DOI: 10.3389/frhs.2024.1253905] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 07/11/2023] [Accepted: 02/14/2024] [Indexed: 03/17/2024]
Abstract
Purpose The coronavirus pandemic (COVID-19) significantly impacted the global economy and health. Italy was one of the first and most affected countries. The objective of our study was to assess the impact of the pandemic and the vaccination campaign on the radiological examinations performed in a radiology department of a tertiary center in Southern Italy. Materials and methods We analyzed weekly and retrospectively electronic medical records of case volumes performed at the Radiology Department of "Mater Domini" University Hospital of Catanzaro from March 2020 to March 2022, comparing them with the volumes in the same period of the year 2019. We considered the origin of patients (outpatient, inpatient) and the type of examinations carried out (x-ray, mammography, CT, MRI, and ultrasound). A non-parametric test (Wilcoxon Signed Rank test) was applied to evaluate the average volumes. Results Total flows in the pandemic period from COVID-19 were lower than in the same pre-pandemic period with values of 552 (120) vs. 427 (149) median (IQR) (p < 0.001). The vaccination campaign allowed the resumption of the pre-vaccination pandemic with total flows 563 (113) vs. 427 (149) median (IQR) p < 0.001. In the post-vaccination period, the number of examinations was found to overlap with the pre-COVID period. Conclusion The pandemic impacted the volume of radiological examinations performed, particularly with the reduction of tests in outpatients. The vaccination allowed the return to the pre-COVID period imaging case volumes.
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Affiliation(s)
- Caterina Battaglia
- Department of Experimental and Clinical Medicine, “Magna Graecia” University, Catanzaro, Italy
| | - Francesco Manti
- Department of Experimental and Clinical Medicine, “Magna Graecia” University, Catanzaro, Italy
| | - Daniela Mazzuca
- Department of Surgical and Medical Sciences, University “Magna Græcia” of Catanzaro, Catanzaro, Italy
| | - Antonio Cutruzzolà
- Department of Experimental and Clinical Medicine, “Magna Graecia” University, Catanzaro, Italy
| | - Marcello Della Corte
- Department of Surgical and Medical Sciences, University “Magna Græcia” of Catanzaro, Catanzaro, Italy
| | - Fiorella Caputo
- Department of Surgical and Medical Sciences, University “Magna Græcia” of Catanzaro, Catanzaro, Italy
| | - Santo Gratteri
- Department of Surgical and Medical Sciences, University “Magna Græcia” of Catanzaro, Catanzaro, Italy
| | - Domenico Laganà
- Department of Experimental and Clinical Medicine, “Magna Graecia” University, Catanzaro, Italy
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Fairchild RM, Deluna MD, Golovko V, Mar DA, Baker MC, Nishio J, Horomanski AL. Evolution and impact of a dedicated ultrasound clinic on clinical rheumatology practice at an academic medical center. Semin Arthritis Rheum 2023; 63:152276. [PMID: 37857047 DOI: 10.1016/j.semarthrit.2023.152276] [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: 06/29/2023] [Revised: 09/22/2023] [Accepted: 10/03/2023] [Indexed: 10/21/2023]
Abstract
BACKGROUND Rheumatologic ultrasonography (RhUS) has grown in scope and application over the past 20 years. While many studies have shown the benefits of RhUS, few have investigated the efficacy of a dedicated clinic. This study explores the impact of a dedicated ultrasound clinic on patients and rheumatologists at an academic medical center (AMC). METHODS We analyzed claims data for patient visits, X-rays (XR), magnetic resonance imaging (MRI), and RhUS from an AMC with an established RhUS clinic, alongside two affiliated community medical practices (CMPs) without RhUS. We also analyzed RhUS clinic records on referral indication, procedures, results, and follow-up treatment changes. Pre- and post-RhUS visit patient surveys and referring physician (RP) surveys assessed experience and impact of the RhUS clinic. RESULTS From 2018 to 2021, referrals to the RhUS clinic substantially increased. In parallel, XR and MRI orders changed by -76 % and -43 % respectively, compared with 163 % and -24 % at CMPs. Discordance between RP pre-RhUS assessments and RhUS results were common. Patient surveys showed RhUS led to increased disease understanding and impacted thoughts and decisions about their therapy. RPs found utility in RhUS across a range of indications and were confident with RhUS results. CONCLUSIONS These findings suggest a dedicated RhUS clinic can be a valuable resource in clinical rheumatology practice. Implementation of a RhUS clinic at this AMC spurred rapid adoption of RhUS into clinical decision-making with notable benefits for patients and physicians alike. This may serve as a model for implementation of similar clinics at other institutions.
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Affiliation(s)
- Robert M Fairchild
- Division of Immunology & Rheumatology, Department of Medicine, Stanford University, Stanford, CA, USA.
| | - Mariani D Deluna
- Division of Immunology & Rheumatology, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Valentyn Golovko
- Stanford Health Care, Department of Quality, Patient Safety & Effectiveness, Stanford Hospital and Clinics, Palo Alto, CA, USA
| | - Diane A Mar
- Division of Immunology & Rheumatology, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Matthew C Baker
- Division of Immunology & Rheumatology, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Jane Nishio
- Division of Immunology & Rheumatology, Department of Medicine, Stanford University, Stanford, CA, USA
| | - Audra L Horomanski
- Division of Immunology & Rheumatology, Department of Medicine, Stanford University, Stanford, CA, USA
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Chari T, Kellogg J, Triana BP, Waldman L, Vinson E, French R, Leverenz D. Telemedicine's impact on radiologic ordering in an academic rheumatology practice. Musculoskeletal Care 2023; 21:1288-1292. [PMID: 37602762 DOI: 10.1002/msc.1811] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/10/2023] [Accepted: 08/13/2023] [Indexed: 08/22/2023]
Affiliation(s)
- Tristan Chari
- Duke University School of Medicine, Durham, North Carolina, USA
| | - John Kellogg
- Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA
| | - Brian P Triana
- Department of Radiology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Leah Waldman
- Department of Radiology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Emily Vinson
- Department of Radiology, Duke University School of Medicine, Durham, North Carolina, USA
| | - Robert French
- Department of Radiology, Duke University School of Medicine, Durham, North Carolina, USA
| | - David Leverenz
- Division of Rheumatology and Immunology, Department of Medicine, Duke University School of Medicine, Durham, North Carolina, USA
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Teuteberg N, Barnard MM, Fernandez A, Cloete K, Mukosi M, Pitcher R. The Impact of COVID-19 on the Utilization of Public Sector Radiological Services in the Western Cape Province of South Africa. Cureus 2023; 15:e47616. [PMID: 38021905 PMCID: PMC10667617 DOI: 10.7759/cureus.47616] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 10/22/2023] [Indexed: 12/01/2023] Open
Abstract
Background Coronavirus (COVID-19) was officially declared a pandemic in March 2020 and has had a major impact on global healthcare services, including radiology. However, little is known about the full impact of COVID-19 on the utilization of diagnostic imaging in Africa's public healthcare sector. Objectives The objective of this study was to compare public sector diagnostic imaging utilization by modality for the whole Western Cape Province (WCP) of South Africa (SA), as well as its metropolitan and rural areas, in 2019 and 2020 in terms of the absolute number of investigations and investigations per 1000 people. Method We performed a retrospective analysis of Western Cape Government Department of Health and Wellness and Stats SA District Council 2021 Mid-Year Population Estimates data. All diagnostic imaging investigations performed in 2019 and 2020 were collated and stratified by imaging modality, geographic region (metropolitan/rural), and calendar year. Data are presented as the total number of investigations and investigations per 1000 people. We calculated mammography utilization for women aged 40-70 years and compared data for 2019 and 2020. Results Between 2019 and 2020, the provincial population increased by 1.9%, while total imaging investigations and investigations per 1000 people decreased by 19% (1,384,941 vs. 1,123,508, -261,433) and 20% (262/103 vs. 208/103), respectively. Total numerical decline was highest in plain radiographs (1,005,545 vs. 800,641, -204,904), accounting for more than three-quarters (78%) of the total reduction. Percentage decline was most pronounced for mammography, as utilization was almost halved (15.7/103 vs. 8.9/103, -43%), whereas computed tomography was the least impacted (17.9/103 vs. 16.7/103, -12%) with the remaining modalities decreasing between approximately one-quarter and one-fifth (magnetic resonance imaging = 26%, fluoroscopy = 25%, general radiographs = 23%, ultrasound = 16%, chest radiographs = 18%). Proportional metropolitan (-18.7%) and rural decreases (-19.3%) were similar. Conclusion COVID-19 had a substantial impact on WCP imaging services, decreasing overall radiological investigations by almost one-fifth. The greatest impact was on elective investigations, particularly mammography. Although the proportional impact was similar for the metropolitan and rural areas, COVID-19 nonetheless exacerbated existing discrepancies in imaging utilization between the geographical regions. The medium- and long-term clinical impacts of decreased imaging are still to be defined.
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Affiliation(s)
- Nolene Teuteberg
- Division of Radiodiagnosis, Department of Medical Imaging and Clinical Oncology, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, ZAF
| | - Michelle M Barnard
- Sub-Directorate Medical Imaging Services, Directorate: Health Technology, Western Cape Government Department of Health and Wellness, Cape Town, ZAF
| | - Amanda Fernandez
- Sub-Directorate Medical Imaging Services, Directorate: Health Technology, Western Cape Government Department of Health and Wellness, Cape Town, ZAF
| | - Keith Cloete
- Department of Health and Wellness, Western Cape Government, Cape Town, ZAF
| | - Matodzi Mukosi
- Department of Health and Wellness, Western Cape Government, Cape Town, ZAF
| | - Richard Pitcher
- Division of Radiodiagnosis, Department of Medical Imaging and Clinical Oncology, Faculty of Medicine and Health Sciences, Stellenbosch University, Cape Town, ZAF
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Shoemaker HE, Thorpe A, Stevens V, Butler JM, Drews FA, Burpo N, Scherer LD, Fagerlin A. Telehealth Use During the COVID-19 Pandemic Among Veterans and Nonveterans: Web-Based Survey Study. JMIR Form Res 2023; 7:e42217. [PMID: 37527547 PMCID: PMC10494868 DOI: 10.2196/42217] [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: 08/30/2022] [Revised: 03/15/2023] [Accepted: 07/25/2023] [Indexed: 08/03/2023] Open
Abstract
BACKGROUND In the first year of the COVID-19 pandemic, studies reported delays in health care usage due to safety concerns. Delays in care may result in increased morbidity and mortality from otherwise treatable conditions. Telehealth provides a safe alternative for patients to receive care when other circumstances make in-person care unavailable or unsafe, but information on patient experiences is limited. Understanding which people are more or less likely to use telehealth and their experiences can help tailor outreach efforts to maximize the impact of telehealth. OBJECTIVE This study aims to examine the characteristics of telehealth users and nonusers and their reported experiences among veteran and nonveteran respondents. METHODS A nationwide web-based survey of current behaviors and health care experiences was conducted in December 2020-March 2021. The survey consisted of 3 waves, and the first wave is assessed here. Respondents included US adults participating in Qualtrics web-based panels. Primary outcomes were self-reported telehealth use and number of telehealth visits. The analysis used a 2-part regression model examining the association between telehealth use and the number of visits with respondent characteristics. RESULTS There were 2085 participants in the first wave, and 898 (43.1%) reported using telehealth since the pandemic began. Most veterans who used telehealth reported much or somewhat preferring an in-person visit (336/474, 70.9%), while slightly less than half of nonveterans (189/424, 44.6%) reported this preference. While there was no significant difference between veteran and nonveteran likelihood of using telehealth (odds ratio [OR] 1.33, 95% CI 0.97-1.82), veterans were likely to have more visits when they did use it (incidence rate ratio [IRR] 1.49, 95% CI 1.07-2.07). Individuals were less likely to use telehealth and reported fewer visits if they were 55 years and older (OR 0.39, 95% CI 0.25-0.62 for ages 55-64 years; IRR 0.43, 95% CI 0.28-0.66) or lived in a small city (OR 0.63, 95% CI 0.43-0.92; IRR 0.71, 95% CI 0.51-0.99). Receiving health care partly or primarily at the Veterans Health Administration (VA) was associated with telehealth use (primarily VA: OR 3.25, 95% CI 2.20-4.81; equal mix: OR 2.18, 95% CI 1.40-3.39) and more telehealth visits (primarily VA: IRR 1.5, 95% CI 1.10-2.04; equal mix: IRR 1.57, 95% CI 1.11-2.24). CONCLUSIONS Telehealth will likely continue to be an important source of health care for patients, especially following situations like the COVID-19 pandemic. Some groups who may benefit from telehealth are still underserved. Telehealth services and outreach should be improved to provide accessible care for all.
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Affiliation(s)
- Holly E Shoemaker
- Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, United States
- Salt Lake City VA Informatics Decision-Enhancement and Analytic Sciences (IDEAS) Center for Innovation, Salt Lake City, UT, United States
| | - Alistair Thorpe
- Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, United States
| | - Vanessa Stevens
- Salt Lake City VA Informatics Decision-Enhancement and Analytic Sciences (IDEAS) Center for Innovation, Salt Lake City, UT, United States
- Department of Internal Medicine, Division of Epidemiology, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, United States
| | - Jorie M Butler
- Salt Lake City VA Informatics Decision-Enhancement and Analytic Sciences (IDEAS) Center for Innovation, Salt Lake City, UT, United States
- Geriatrics Research, Education, and Clinical Center, VA Salt Lake City Health Care System, Salt Lake City, UT, United States
- Department of Biomedical Informatics, University of Utah, Salt Lake City, UT, United States
- Division of Geriatrics, Department of Internal Medicine, University of Utah, Salt Lake City, UT, United States
| | - Frank A Drews
- Salt Lake City VA Informatics Decision-Enhancement and Analytic Sciences (IDEAS) Center for Innovation, Salt Lake City, UT, United States
- Department of Psychology, College of Social and Behavioral Science, University of Utah, Salt Lake City, UT, United States
| | - Nicole Burpo
- Research Operations, American Heart Association, Dallas, TX, United States
| | - Laura D Scherer
- University of Colorado School of Medicine, Aurora, CO, United States
- VA Denver Center for Innovation, Denver, CO, United States
| | - Angela Fagerlin
- Department of Population Health Sciences, Spencer Fox Eccles School of Medicine, University of Utah, Salt Lake City, UT, United States
- Salt Lake City VA Informatics Decision-Enhancement and Analytic Sciences (IDEAS) Center for Innovation, Salt Lake City, UT, United States
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Rezaei Z, Lotfi F, Bayati M, Kavosi Z. The effect of Covid-19 pandemic on healthcare utilization in public vs private centers in Iran: a multiple group interrupted time-series analysis. BMC Health Serv Res 2023; 23:822. [PMID: 37528374 PMCID: PMC10394764 DOI: 10.1186/s12913-023-09846-1] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/30/2022] [Accepted: 07/25/2023] [Indexed: 08/03/2023] Open
Abstract
BACKGROUND The outbreak of Coronavirus in late 2019 and its continuation in the following years has affected all human societies, government organizations, and health systems. Access to health services is an important issue during crises. The present study aimed to investigate the effect of the Covid-19 pandemic on the consumption of health services in the public sector compared to the private sector in Iran. METHODS The research population consisted of all insured individuals covered by Iran Health Insurance Organization in Fars province, which amounts to approximately 2,700,000 people. The required information including the utilization of laboratory, radiology, medicine, and hospitalization services was extracted on a monthly basis from February 2019 to February 2021. The Multiple Group Interrupted Time Series Analysis (MGITSA) was used for data analysis along with STATA.15 software. RESULTS According to the findings of MGITSA, in the short-term, the utilization of private laboratory, radiology, medication, and hospital admissions had decreased by approximately 18,066, 8210, 135,445, and 1086 times, respectively (P < 0.05). In the long-run, the use of laboratory and radiology services had increased by about 2312 and 514 times (P < 0.05), respectively. The comparison between the public and private sectors showed that in the short-term, the use of radiology services decreased by about 12,525, while the use of medication increased by about 91,471 times (P < 0.05). In the long-run, the use of laboratory services decreased by about 1514 times (P = 0.076) and no change was observed in the other services utilization (in public relative to private centers). CONCLUSIONS Utilization of health services in the public versus private centers, except for medication and hospitalization, significantly decreased in the short-term. However the utilization of most services returned to the usual trend in the long-term. The reduction in access to health services could impose a significant burden of various diseases, at least in the short-term, and increase health costs in the coming years.
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Affiliation(s)
- Zohreh Rezaei
- Student Research Committee, School of Health Management and Information Sciences, Shiraz University of Medical Sciences, Shiraz, Iran
| | - Farhad Lotfi
- Health Human Resources Research Center, School of Health Management and Information Sciences, Shiraz University of Medical Sciences, Almas Building, Alley 29, Qasrodasht Ave, Shiraz, 71336-54361, Iran
| | - Mohsen Bayati
- Health Human Resources Research Center, School of Health Management and Information Sciences, Shiraz University of Medical Sciences, Almas Building, Alley 29, Qasrodasht Ave, Shiraz, 71336-54361, Iran.
| | - Zahra Kavosi
- Health Human Resources Research Center, School of Health Management and Information Sciences, Shiraz University of Medical Sciences, Almas Building, Alley 29, Qasrodasht Ave, Shiraz, 71336-54361, Iran
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Machado JP, Costa BCP, Sudré MRS, Santos IGMD, Veiga EV. Implications of the COVID-19 pandemic in monitoring health and cardiovascular diseases: survey study. Rev Esc Enferm USP 2023; 57:e20220112. [PMID: 37366180 DOI: 10.1590/1980-220x-reeusp-2022-0112en] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Accepted: 04/14/2023] [Indexed: 06/28/2023] Open
Abstract
OBJECTIVE To analyze the implications of COVID-19 in the monitoring of health and cardiovascular diseases in health services. METHOD This is a descriptive, cross-sectional, survey-type study with 798 adults, selected by snowball on social networks, between June and July 2020. Data were collected in an electronic form validated for this study. RESULTS There was a negative impact on monitoring health and cardiovascular diseases with missed appointments and elective exams. Symptoms such as chest pain and hypertensive crisis were neglected due to fear of contagion, lack of knowledge or structural lack of services, in addition to impaired monitoring of chronic conditions. CONCLUSION The severity of results is noted considering the COVID-19 progression and the risk of complications. It is necessary to organize flows and structures compatible with each care profile, in health services, to guarantee care and promote diagnosis and control of chronic conditions in the set of actions to contain pandemics. It is crucial to prioritize primary care in health follow-ups during pandemic periods, as this has a direct impact on the progression of critical conditions at other levels of care.
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Affiliation(s)
| | - Bárbara Caroliny Pereira Costa
- Universidade de São Paulo, Escola de Enfermagem de Ribeirão Preto, Programa de Enfermagem Fundamental, Ribeirão Preto, SP, Brazil
| | - Mayara Rocha Siqueira Sudré
- Universidade de São Paulo, Escola de Enfermagem de Ribeirão Preto, Programa de Enfermagem Fundamental, Ribeirão Preto, SP, Brazil
| | - Isabela Gomes Musa Dos Santos
- Universidade de São Paulo, Escola de Enfermagem de Ribeirão Preto, Programa de Enfermagem Fundamental, Ribeirão Preto, SP, Brazil
| | - Eugenia Velludo Veiga
- Universidade de São Paulo, Escola de Enfermagem de Ribeirão Preto, Departamento de Enfermagem Geral e Especializada, Ribeirão Preto, SP, Brazil
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Bonacossa de Almeida CE, Harbron RW, Valle Bahia PR, Murta Dovales AC. The impact of the COVID-19 pandemic on the use of diagnostic imaging examinations in the Brazilian unified healthcare system (SUS). HEALTH POLICY AND TECHNOLOGY 2023; 12:100725. [PMID: 36683762 PMCID: PMC9839386 DOI: 10.1016/j.hlpt.2023.100725] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/15/2023]
Abstract
Objectives To assess the impact of the COVID-19 pandemic on the volumes of use of diagnostic imaging examinations in the Brazilian Unified Health System (SUS), the only healthcare provider for approximately 160 million people. Methods We collected the monthly numbers of diagnostic imaging examinations in the years 2019, 2020, and 2021 from a database provided by SUS. Data were collected by specific type of examination across different imaging modalities, both for the outpatient (elective and emergency) and inpatient settings. Results There was a large reduction in the annual volume of almost all types of diagnostic imaging examinations in SUS in 2020, compared to 2019. Decreases were generally greater among outpatients than in the hospital setting, in which the annual volume of use of most modalities was similar or even higher in 2021 than in the pre-pandemic period. Computed tomography (CT) was the only modality for which use increased in 2020 compared to 2019. In contrast to other types of examinations, the use of chest CT was much higher in both 2020 and 2021 than in the preceding years. The relative changes in diagnostic imaging use in SUS started around March-April 2020, when the pandemic began to get worse in Brazil, and tended to correlate to COVID-19 incidence in Brazil over the following months. Conclusions The COVID-19 pandemic had a large impact on the use of diagnostic imaging examinations in the SUS. Policies and actions are needed to alleviate the resulting potential adverse health effects and to optimize the use of diagnostic tests in the future.
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Affiliation(s)
- Carlos Eduardo Bonacossa de Almeida
- Instituto de Radioproteção e Dosimetria, Comissão Nacional de Energia Nuclear, Av. Salvador Allende 3773, Barra da Tijuca, Rio de Janeiro, RJ, 22783-127, Brazil
| | - Richard W Harbron
- Institute of Health & Society, Newcastle University, Sir James Spence Institute, Royal Victoria Infirmary, Newcastle upon Tyne, NE1 4LP, United Kingdom
- Radiation Protection Group, European Organisation for Nuclear Research (CERN), 1211 Geneva 23, Switzerland
| | - Paulo Roberto Valle Bahia
- Departamento de Radiologia, Faculdade de Medicina, Universidade Federal do Rio de Janeiro, Rua Professor Rodolpho Paulo Rocco, 255, Cidade Universitária, Rio de Janeiro, RJ, 21941-913, Brazil
| | - Ana Cristina Murta Dovales
- Instituto de Radioproteção e Dosimetria, Comissão Nacional de Energia Nuclear, Av. Salvador Allende 3773, Barra da Tijuca, Rio de Janeiro, RJ, 22783-127, Brazil
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12
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Gharaibeh M, El-Obeid E, Khasawneh R, Karrar M, Salman M, Farah A, Ahmmed S, Al-Omari M, Elheis M, Abualigah L. Impact of the COVID-19 pandemic on imaging case volumes in King Abdullah University Hospitals (KAUH). Front Med (Lausanne) 2023; 10:1103083. [PMID: 36844230 PMCID: PMC9947495 DOI: 10.3389/fmed.2023.1103083] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/19/2022] [Accepted: 01/23/2023] [Indexed: 02/11/2023] Open
Abstract
Objective COVID-19 has an increased burden on the delivery of services because the measures taken by the governments forced hospitals to cancel most of their elective procedures and led to the shutting down of outpatient clinics. This study aimed to evaluate the impact COVID-19 pandemic on the volume of radiology exams based on patient service locations and imaging modality in the North of Jordan. Methods The imaging case volumes that were performed at the King Abdullah University Hospital (KAUH), Jordan, from 1 January 2020 to 8 May 2020, were retrospectively collected and compared to those from 1 January 2019 to 28 May 2019, to determine the impact of the pandemic of COVID-19 on the volume of radiological examinations. The 2020 study period was chosen to cover the peak of COVID-19 cases and to record the effects on imaging case volumes. Results A total of 46,194 imaging case volumes were performed at our tertiary center in 2020 compared to 65,441 imaging cases in 2019. Overall, the imaging case volume in 2020 decreased by 29.4% relative to the same period in 2019. The imaging case volumes decreased for all imaging modalities relative to 2019. The number of nuclear images showed the highest decline (41.0%) in 2020, followed by the number of ultrasounds (33.2%). Interventional radiology was the least affected imaging modality by this decline, with about a 22.9% decline. Conclusion The number of imaging case volumes decreased significantly during the COVID-19 pandemic and its associated lockdown. The outpatient service location was the most affected by this decline. Effective strategies must be adopted to avoid the aforementioned effect on the healthcare system in future pandemics.
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Affiliation(s)
- Maha Gharaibeh
- Faculty of Medicine, Department of Diagnostic and Interventional Radiology, Jordan University of Science and Technology, Irbid, Jordan
| | - Eyhab El-Obeid
- Faculty of Medicine, Department of Diagnostic and Interventional Radiology, Jordan University of Science and Technology, Irbid, Jordan
- Faculty of Medicine, Department of Diagnostic Radiology, Omdurman Islamic University, Omdurman, Sudan
| | - Ruba Khasawneh
- Faculty of Medicine, Department of Diagnostic and Interventional Radiology, Jordan University of Science and Technology, Irbid, Jordan
| | - Musaab Karrar
- Faculty of Medicine, Department of Emergency, Jordan University of Science and Technology, Irbid, Jordan
- Faculty of Medicine, Department of Emergency, Omdurman Islamic University, Omdurman, Sudan
| | - Mohamed Salman
- Faculty of Medicine, Department of Diagnostic and Interventional Radiology, Jordan University of Science and Technology, Irbid, Jordan
| | - Ahmad Farah
- Faculty of Medicine, Department of Diagnostic and Interventional Radiology, Jordan University of Science and Technology, Irbid, Jordan
| | - Sammah Ahmmed
- Faculty of Medicine, Department of Diagnostic and Interventional Radiology, Jordan University of Science and Technology, Irbid, Jordan
| | - Mamoon Al-Omari
- Faculty of Medicine, Department of Diagnostic and Interventional Radiology, Jordan University of Science and Technology, Irbid, Jordan
| | - Mwaffaq Elheis
- Faculty of Medicine, Department of Diagnostic and Interventional Radiology, Jordan University of Science and Technology, Irbid, Jordan
| | - Laith Abualigah
- Prince Hussein Bin Abdullah Faculty for Information Technology, Computer Science Department, Al al-Bayt University, Mafraq, Jordan
- Hourani Center for Applied Scientific Research, Al-Ahliyya Amman University, Amman, Jordan
- Faculty of Information Technology, Middle East University, Amman, Jordan
- Applied Science Research Center, Applied Science Private University, Amman, Jordan
- School of Computer Sciences, Universiti Sains Malaysia, Penang, Malaysia
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13
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Rizzetto F, Gnocchi G, Travaglini F, Di Rocco G, Rizzo A, Carbonaro LA, Vanzulli A. Impact of COVID-19 Pandemic on the Workload of Diagnostic Radiology: A 2-Year Observational Study in a Tertiary Referral Hospital. Acad Radiol 2023; 30:276-284. [PMID: 35781400 PMCID: PMC9186449 DOI: 10.1016/j.acra.2022.06.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2022] [Revised: 05/28/2022] [Accepted: 06/02/2022] [Indexed: 01/11/2023]
Abstract
RATIONALE AND OBJECTIVES To evaluate the impact of COVID-19 pandemic on diagnostic imaging workload in a tertiary referral hospital. MATERIALS AND METHODS Radiological examinations performed in pre-pandemic period (2015-2019) and in pandemic period (2020-2021) were retrospectively included. Based on epidemiological data and restriction measures, four pandemic waves were identified. For each of them, the relative change (RC) in workload was calculated and compared to the 5-year averaged workload in the corresponding pre-COVID-19 periods. Workload variations were also assessed according to technique (radiographs, CT, MRI, ultrasounds), body district (chest, abdomen, breast, musculoskeletal, head/neck, brain/spine, cardiovascular) and care setting (inpatient, outpatient, emergency imaging, pre-admission imaging). RESULTS A total of 1384380 examinations were included. In 2020 imaging workload decreased (RC = -11%) compared to the average of the previous 5 years, while in 2021 only a minimal variation (RC = +1%) was observed. During first wave, workload was reduced for all modalities, body regions and types of care setting (RC from -86% to -10%), except for CT (RC = +3%). In subsequent waves, workload increased only for CT (mean RC = +18%) and, regarding body districts, for breast (mean RC = +23%) and cardiovascular imaging (mean RC = +23%). For all other categories, a workload comparable to pre-pandemic period was almost only restored in the fourth wave. In all pandemics periods workload decrease was mainly due to reduced outpatient activity (p < 0.001), while inpatient and emergency imaging was increased (p < 0.001). CONCLUSION Evaluating imaging workload changes throughout COVID-19 pandemic helps to understand the response dynamics of radiological services and to improve institutional preparedness to face extreme contingency.
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Affiliation(s)
- Francesco Rizzetto
- Department of Radiology (F.R., G.G., F.T., G.D.R., A.R., L.A.C., A.V.), ASST Grande Ospedale Metropolitano Niguarda, Piazza Ospedale Maggiore 3, 20162, Milan, Italy; Postgraduation School of Diagnostic and Interventional Radiology (F.R., G.G., G.D.R., A.R.), University of Milan, via Festa del Perdono 7, 20122, Milan, Italy; Department of Oncology and Hemato-Oncology (L.A.C., A.V.), University of Milan, via Festa del Perdono 7, 20122, Milan, Italy.
| | - Giulia Gnocchi
- Department of Radiology (F.R., G.G., F.T., G.D.R., A.R., L.A.C., A.V.), ASST Grande Ospedale Metropolitano Niguarda, Piazza Ospedale Maggiore 3, 20162, Milan, Italy; Postgraduation School of Diagnostic and Interventional Radiology (F.R., G.G., G.D.R., A.R.), University of Milan, via Festa del Perdono 7, 20122, Milan, Italy; Department of Oncology and Hemato-Oncology (L.A.C., A.V.), University of Milan, via Festa del Perdono 7, 20122, Milan, Italy
| | - Francesca Travaglini
- Department of Radiology (F.R., G.G., F.T., G.D.R., A.R., L.A.C., A.V.), ASST Grande Ospedale Metropolitano Niguarda, Piazza Ospedale Maggiore 3, 20162, Milan, Italy; Postgraduation School of Diagnostic and Interventional Radiology (F.R., G.G., G.D.R., A.R.), University of Milan, via Festa del Perdono 7, 20122, Milan, Italy; Department of Oncology and Hemato-Oncology (L.A.C., A.V.), University of Milan, via Festa del Perdono 7, 20122, Milan, Italy
| | - Gabriella Di Rocco
- Department of Radiology (F.R., G.G., F.T., G.D.R., A.R., L.A.C., A.V.), ASST Grande Ospedale Metropolitano Niguarda, Piazza Ospedale Maggiore 3, 20162, Milan, Italy; Postgraduation School of Diagnostic and Interventional Radiology (F.R., G.G., G.D.R., A.R.), University of Milan, via Festa del Perdono 7, 20122, Milan, Italy; Department of Oncology and Hemato-Oncology (L.A.C., A.V.), University of Milan, via Festa del Perdono 7, 20122, Milan, Italy
| | - Aldo Rizzo
- Department of Radiology (F.R., G.G., F.T., G.D.R., A.R., L.A.C., A.V.), ASST Grande Ospedale Metropolitano Niguarda, Piazza Ospedale Maggiore 3, 20162, Milan, Italy; Postgraduation School of Diagnostic and Interventional Radiology (F.R., G.G., G.D.R., A.R.), University of Milan, via Festa del Perdono 7, 20122, Milan, Italy; Department of Oncology and Hemato-Oncology (L.A.C., A.V.), University of Milan, via Festa del Perdono 7, 20122, Milan, Italy
| | - Luca Alessandro Carbonaro
- Department of Radiology (F.R., G.G., F.T., G.D.R., A.R., L.A.C., A.V.), ASST Grande Ospedale Metropolitano Niguarda, Piazza Ospedale Maggiore 3, 20162, Milan, Italy; Postgraduation School of Diagnostic and Interventional Radiology (F.R., G.G., G.D.R., A.R.), University of Milan, via Festa del Perdono 7, 20122, Milan, Italy; Department of Oncology and Hemato-Oncology (L.A.C., A.V.), University of Milan, via Festa del Perdono 7, 20122, Milan, Italy
| | - Angelo Vanzulli
- Department of Radiology (F.R., G.G., F.T., G.D.R., A.R., L.A.C., A.V.), ASST Grande Ospedale Metropolitano Niguarda, Piazza Ospedale Maggiore 3, 20162, Milan, Italy; Postgraduation School of Diagnostic and Interventional Radiology (F.R., G.G., G.D.R., A.R.), University of Milan, via Festa del Perdono 7, 20122, Milan, Italy; Department of Oncology and Hemato-Oncology (L.A.C., A.V.), University of Milan, via Festa del Perdono 7, 20122, Milan, Italy
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14
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Mazzaferro DM, Patel V, Asport N, Stetson RL, Rose D, Plana N, Serletti JM, DeMatteo RP, Wu LC. The financial impact of COVID-19 on a surgical department: The effects of surgical shutdowns and the impact on a health system. Surgery 2022; 172:1642-1650. [PMID: 36123177 PMCID: PMC9388446 DOI: 10.1016/j.surg.2022.08.014] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/19/2022] [Revised: 07/13/2022] [Accepted: 08/10/2022] [Indexed: 01/06/2023]
Abstract
BACKGROUND The COVID-19 pandemic resulted in sweeping shutdowns of surgical operations to increase hospital capacity and conserve resources. Our institution, following national and state guidelines, suspended nonessential surgeries from March 16 to May 4, 2020. This study examines the financial impact of this decision on our institution's health system by comparing 2 waves of COVID-19 cases. METHODS The total revenue was obtained for surgical cases occurring during the first wave of the pandemic between March 1, 2020 and July 31, 2020 and the second wave between October 1, 2020 and February 29, 2021 for all surgical departments. During the same time intervals, in the prepandemic year 2019, total revenue was also obtained for comparison. Net revenue and work relative value units per month were compared to each respective month for all surgical divisions within the department of surgery. RESULTS Comparing the 5-month first wave period in 2020 to prepandemic 2019 for all surgical departments, there was a net revenue loss of $99,674,376, which reflected 42% of the health system's revenue loss during this period. The department of surgery contributed to a net revenue loss of $58,368,951, which was 24.9% of the health system's revenue loss. Within the department of surgery, there was a significant difference between the net revenue loss per month per division of the first and second wave: first wave median -$636,952 [interquartile range: -1,432,627; 26,111] and second wave median -$274,626 [-781,124; 396,570] (P = .04). A similar difference was detected when comparing percent change in work relative value units between the 2 waves (wave 1: median -13.2% [interquartile range: -41.3%, -1.8%], wave 2: median -7.8% [interquartile range: -13.0%, 1.8%], P = .003). CONCLUSION Stopping elective surgeries significantly decreased revenue for a health system. Losses for the health system totaled $234,839,990 during the first wave, with lost surgical revenue comprising 42% of that amount. With elective surgeries continuing during the second wave of COVID-19 cases, the health system losses were substantially lower. The contribution surgery has to a hospital's cash flow is essential in maintaining financial solvency. It is important for hospital systems to develop innovative and alternative solutions to increase capacity, offer comprehensive care to medical and surgical patients, and prevent shutdowns of surgical activity through a pandemic to maintain financial security.
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Affiliation(s)
- Daniel M Mazzaferro
- Division of Plastic Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Viren Patel
- Division of Plastic Surgery, Cleveland Clinic, OH
| | - Nelson Asport
- Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Robert L Stetson
- Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Deborah Rose
- Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Natalie Plana
- Division of Plastic Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Joseph M Serletti
- Division of Plastic Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Ronald P DeMatteo
- Department of Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA
| | - Liza C Wu
- Division of Plastic Surgery, Hospital of the University of Pennsylvania, Philadelphia, PA.
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Peng YC, Lee WJ, Chang YC, Chan WP, Chen SJ. Radiologist Burnout: Trends in Medical Imaging Utilization under the National Health Insurance System with the Universal Code Bundling Strategy in an Academic Tertiary Medical Centre. Eur J Radiol 2022; 157:110596. [DOI: 10.1016/j.ejrad.2022.110596] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2022] [Revised: 10/12/2022] [Accepted: 11/06/2022] [Indexed: 11/11/2022]
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16
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Minamimoto R. Oncology and cardiology positron emission tomography/computed tomography faced with COVID-19: A review of available literature data. Front Med (Lausanne) 2022; 9:1052921. [PMID: 36341267 PMCID: PMC9626818 DOI: 10.3389/fmed.2022.1052921] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2022] [Accepted: 10/07/2022] [Indexed: 09/07/2024] Open
Abstract
The COVID-19 pandemic has forced people to significantly change their lifestyles and attitudes, and has greatly burdened healthcare delivery systems worldwide. The redistribution of the medical delivery system to maintain normal medical care while responding generously to COVID-19 is a continuing challenge that weighs heavily on medical institutions. Among imaging modalities, chest X-rays and computed tomography (CT) examinations have clearly made a large contribution to treatment of COVID-19. In contrast, it is difficult to express the standpoint of nuclear medicine examinations in a straightforward manner, as the greatest emphasis in this modality has been on how necessary medical care can continue to be provided. Many clinical reports of nuclear medicine examinations related to COVID-19 have been published, and knowledge continues to accumulate. This review provides a summary of the current state of oncology and cardiology positron emission tomography (PET) examinations related to COVID-19, and includes preparation of the nuclear medicine department, trends in PET examinations, specific imaging findings on 18F-fluorodeoxyglucose (FDG) PET/CT, imaging of complications of COVID-19, PET tracers other than FDG, and the effects of vaccines on PET imaging findings.
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Affiliation(s)
- Ryogo Minamimoto
- Division of Nuclear Medicine, National Center for Global Health and Medicine, Tokyo, Japan
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17
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Chu S, Collins M, Pradella M, Kramer M, Davids R, Zimmerman M, Fopma S, Korutz A, Faber B, Avery R, Carr J, Allen BD, Markl M. Utilization of a cloud-based radiology analytics platform to monitor imaging volumes at a large tertiary center. Eur J Radiol Open 2022; 9:100443. [PMID: 36217502 PMCID: PMC9547187 DOI: 10.1016/j.ejro.2022.100443] [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: 06/15/2022] [Revised: 08/31/2022] [Accepted: 09/29/2022] [Indexed: 11/15/2022] Open
Abstract
Rationale and objective In this study, we evaluate the ability of a novel cloud-based radiology analytics platform to continuously monitor imaging volumes at a large tertiary center following institutional protocol and policy changes. Materials and methods We evaluated response to environmental factors through the lens of the COVID-19 pandemic. Analysis involved 11 CT/18 MR imaging systems at a large tertiary center. A vendor neutral, cloud-based analytics tool (CBRAP) was used to retrospectively collect information via DICOM headers on imaging exams between Oct. 2019 to Aug. 2021. Exams were stratified by modality (CT or MRI) and organized by body region. Pre-pandemic scan volumes (Oct 2019-Feb. 2010) were compared with volumes during/after two waves of COVID-19 in Illinois (Mar. to May 2020 & Oct. to Dec. 2020) using a t-test or Mann-Whitney U test. Results The CBRAP was able to analyze 169,530 CT and 110,837 MR images, providing a detailed snapshot of baseline and post-pandemic CT and MR imaging across the radiology enterprise at our tertiary center. The CBRAP allowed for further subdivision in its reporting, showing monthly trends in average scan volumes specifically in the head, abdomen, spine, MSK, thorax, neck, GU system, or breast. Conclusion The CBRAP retrieved data for 300,000 + imaging exams across multiple modalities at a large tertiary center in a highly populated, urban environment. The ability to analyze large imaging volumes across multiple waves of COVID-19 and evaluate quality-improvement endeavors/imaging protocol changes displays the usefulness of the CBRAP as an advanced imaging analytics tool.
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Key Words
- CBRAP, Cloud-based analytics tool
- COVID-19
- CT, Computed tomography
- Cloud-based analytics
- Computed tomography
- GU, Genitourinary
- HEENT, Head, eyes, ear, nose, throat
- MRI, Magnetic resonance imaging
- MSK, Musculoskeletal
- Magnetic resonance imaging
- Process improvement
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Affiliation(s)
- Stanley Chu
- Department of Radiology, Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611, United States
| | - Mitchell Collins
- Department of Radiology, Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611, United States
| | - Maurice Pradella
- Department of Radiology, Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611, United States
| | - Martin Kramer
- Siemens Healthineers, Henkestr. 127, 91052 Erlangen, Federal Republic of Germany
| | - Rachel Davids
- Department of Radiology, Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611, United States
| | - Mathis Zimmerman
- Siemens Healthineers, Henkestr. 127, 91052 Erlangen, Federal Republic of Germany
| | - Sarah Fopma
- Department of Radiology, Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611, United States
| | - Alexander Korutz
- Department of Radiology, Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611, United States
| | - Blair Faber
- Department of Radiology, Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611, United States
| | - Ryan Avery
- Department of Radiology, Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611, United States
| | - James Carr
- Department of Radiology, Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611, United States
| | - Bradley D. Allen
- Department of Radiology, Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611, United States
| | - Michael Markl
- Department of Radiology, Northwestern University, 737 N Michigan Ave, Suite 1600, Chicago, IL 60611, United States
- Department of Biomedical Engineering, Northwestern University, 2145 Sheridan Road, Evanston, IL 60208, United States
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Impact de la crise Covid-19 sur les activités de radiologie hospitalière. JOURNAL D'IMAGERIE DIAGNOSTIQUE ET INTERVENTIONNELLE 2022. [PMCID: PMC9186433 DOI: 10.1016/j.jidi.2022.05.010] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
Le texte présenté ici réalise une synthèse des données bibliographiques disponibles, avec un focus particulier sur l’impact de la crise COVID sur les programmes de dépistage et de prise en charge précoce des cancers – illustré par l’évaluation de l’impact sur le dépistage du cancer du sein, et la prise en charge du cancer primitif du foie – et sur l’impact théorique attendu dans les années à venir.
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Pinson JA, Diep ML, Krishnan V, Aird C, Cooper C, Leong C, Chen J, Ardley N, Paul E, Badawy MK. Imaging volumes during COVID-19: A Victorian health service experience. World J Radiol 2022; 14:293-310. [PMID: 36160832 PMCID: PMC9453320 DOI: 10.4329/wjr.v14.i8.293] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/16/2022] [Revised: 07/07/2022] [Accepted: 07/22/2022] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND The World Health Organisation declared the coronavirus disease 2019 (COVID-19) a pandemic on March 11, 2020. While globally, the relative caseload has been high, Australia’s has been relatively low. During the pandemic, radiology services have seen significant changes in workflow across modalities and a reduction in imaging volumes.
AIM To investigate differences in modality imaging volumes during the COVID-19 pandemic across a large Victorian public health network.
METHODS A retrospective analysis from January 2019 to December 2020 compared imaging volumes across two periods corresponding to the pandemic’s first and second waves. Weekly volumes across patient class, modality and mobile imaging were summed for periods: wave 1 (weeks 11 to 16 for 2019; weeks 63 to 68 for 2020) and wave 2 (weeks 28 to 43 for 2019; weeks 80 to 95 for 2020). Microsoft Power Business Intelligence linked to the radiology information system was used to mine all completed examinations.
RESULTS Summed weekly data during the pandemic’s first wave showed the greatest decrease of 29.8% in adult outpatient imaging volumes and 46.3% in paediatric emergency department imaging volumes. Adult nuclear medicine demonstrated the greatest decrease of 37.1% for the same period. Paediatric nuclear medicine showed the greatest decrease of 47.8%, with angiography increasing by 50%. The pandemic’s second wave demonstrated the greatest decrease of 23.5% in adult outpatient imaging volumes, with an increase of 18.2% in inpatient imaging volumes. The greatest decrease was 28.5% in paediatric emergency department imaging volumes. Nuclear medicine showed the greatest decrease of 37.1% for the same period. Paediatric nuclear medicine showed the greatest decrease of 36.7%. Mobile imaging utilisation increased between 57.8% and 135.1% during the first and second waves. A strong correlation was observed between mobile and non-mobile imaging in the emergency setting (Spearman’s correlation coefficient = -0.743, P = 0.000). No correlation was observed in the inpatient setting (Spearman’s correlation coefficient = -0.059, P = 0.554).
CONCLUSION Nuclear medicine was most impacted, while computed tomography and angiography were the least affected by the pandemic. The impact was less during the pandemic’s second wave. Mobile imaging shows continuous growth during both waves.
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Affiliation(s)
- Jo-Anne Pinson
- Monash Health Imaging, Monash Health, Clayton, Victoria 3168, Australia
- Department of Medical Imaging, Peninsula Health, Melbourne, Victoria 3099, Australia
- Department of Medical Imaging and Radiation Sciences, School of Allied Health Care, Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Victoria 3800, Australia
| | - My Linh Diep
- Monash Health Imaging, Monash Health, Clayton, Victoria 3168, Australia
| | - Vinay Krishnan
- Monash Health Imaging, Monash Health, Clayton, Victoria 3168, Australia
| | - Caroline Aird
- Monash Health Imaging, Monash Health, Clayton, Victoria 3168, Australia
| | - Cassie Cooper
- Monash Health Imaging, Monash Health, Clayton, Victoria 3168, Australia
| | - Christopher Leong
- Monash Health Imaging, Monash Health, Clayton, Victoria 3168, Australia
| | - Jeff Chen
- Monash Health Imaging, Monash Health, Clayton, Victoria 3168, Australia
| | - Nicholas Ardley
- Monash Health Imaging, Monash Health, Clayton, Victoria 3168, Australia
| | - Eldho Paul
- Department of Epidemiology and Preventive Medicine, School of Public Health and Preventive Medicine, Monash University, Melbourne, Victoria 3800, Australia
| | - Mohamed Khaldoun Badawy
- Monash Health Imaging, Monash Health, Clayton, Victoria 3168, Australia
- Department of Medical Imaging and Radiation Sciences, School of Allied Health Care, Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Victoria 3800, Australia
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Damerow S, Rommel A, Beyer AK, Hapke U, Schienkiewitz A, Starker A, Richter A, Baumert J, Fuchs J, Gaertner B, Müters S, Lemcke J, Allen J. Health situation in Germany during the COVID-19 pandemic. Developments over time for selected indicators of GEDA 2019/2020 - An update. JOURNAL OF HEALTH MONITORING 2022; 7:2-19. [PMID: 35892088 PMCID: PMC9298161 DOI: 10.25646/9883] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/03/2021] [Accepted: 03/28/2022] [Indexed: 11/23/2022]
Abstract
The spread of the coronavirus SARS-CoV-2 in 2020 and the containment measures associated therewith have changed many aspects of daily life. An impact on health even beyond infections itself is assumed as well. The health situation of the population in the first phase of the pandemic was thus analysed using data from the German Health Update (GEDA 2019/2020-EHIS). By continuing the survey, the analyses for 2020 are completed (n=26,507 participants), whereby the focus is now on the third phase of the pandemic (second wave of infection, gradual reintroduction of containment measures). The health indicators are presented on a monthly basis. As in the first phase of the pandemic, no pandemic-related changes were observed for tobacco smoking/ second-hand smoke exposure and for received/lack of/provided support. In contrast to the first phase of the pandemic, declines in utilisation of medical services and depressive symptoms are not observed in the third phase. The increase in body weight/body mass index after the first phase of the pandemic did not continue. The survey period allows for a comparison of the periods before and as of the pandemic situation. A decrease in the medical services utilisation and depressive symptoms as well as an increase in the body weight/body mass index is observed in the period from March 2020 to January 2021 compared to the pre-pandemic period from April 2019 to March 2020.
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Affiliation(s)
- Stefan Damerow
- Corresponding author Stefan Damerow, Robert Koch Institute, Department of Epidemiology and Health Monitoring, General-Pape-Str. 62–66, 12101 Berlin, Germany, E-mail:
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21
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Impact of the COVID pandemic on emergency department CT utilization: where do we go from here? Emerg Radiol 2022; 29:879-885. [PMID: 35729442 PMCID: PMC9212207 DOI: 10.1007/s10140-022-02071-z] [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: 05/05/2022] [Accepted: 06/13/2022] [Indexed: 11/21/2022]
Abstract
Purpose To analyze the impact of the coronavirus disease (COVID) pandemic on emergency department (ED) computed tomography (CT) utilization. Methods A retrospective observational study was conducted assessing seven hospitals’ ED imaging volumes between Jan. 6, 2019, and Feb. 27, 2021. Weekly CT utilization is reported as CTs ordered per 100 ED visits. Utilization was ascertained in aggregate and by body area. Interrupted time series analysis was performed to assess significance of utilization change. Prespecified sensitivity analysis was performed for influenza-like or COVID-like illness (ILI/CLI). Results Weekly ED CT utilization increased from 35.9 CTs per 100 visits (95% confidence interval [95% CI] 35.8–36.1) to 41.8 per 100 visits (95% CI 41.7–42.0) in pre- and post-pandemic periods. Weekly ED CT chest utilization increased immediately following the pandemic declaration (+ 0.52 chest CTs per 100 ED visits, 95% CI 0.01–1.03, p < 0.05) and compared to pre-pandemic period (+ 0.02 per 100 ED visits, 95% CI 0.02–0.05, p < 0.02). For both CT abdomen/pelvis and CT head, there was neither an immediate effect (+ 0.34 CT-AP per 100 ED visits, 95% CI − 0.74 to 1.44, p = 0.89; − 0.42 CT-H per 100 ED visits, 95% CI − 1.53 to 0.70, p = 0.46) nor a change in weekly CT utilization (+ 0.03 CT-AP per 100 ED visits, 95% CI − 0.01 to 0.05, p = 0.09; + 0.03 CT-H per 100 ED visits, 95% CI − 0.01 to 0.06, p = 0.10). Conclusion These data may help formulate future strategies for resource utilization and imaging operations as we envision a future with COVID and other federal mandates affecting imaging utilization and appropriateness. Supplementary Information The online version contains supplementary material available at 10.1007/s10140-022-02071-z.
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22
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Impact of COVID-19 Pandemic on Trauma CT Imaging. Radiol Res Pract 2022; 2022:9596148. [PMID: 35694183 PMCID: PMC9184200 DOI: 10.1155/2022/9596148] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/19/2022] [Accepted: 05/04/2022] [Indexed: 11/24/2022] Open
Abstract
Purpose The goal of this study was to understand the impact of COVID-19 pandemic and associated lockdown measures on the volume, rate, and type of trauma presenting to the emergency department (ED) by using trauma-initiated CT studies to capture patient data. Materials and Methods We performed a retrospective observational study comparing patients undergoing CT scans for trauma during the 1st and 2nd lockdown periods compared to corresponding prepandemic months. During two lockdown periods, public places such as restaurants, libraries, parks, and shops across the province were shut down. Government-led messaging advised that people should stay at home and practice social distancing. The rate of trauma-initiated CT scans and the proportion of different types of traumas were compared between time periods. Results There was no significant difference in overall trauma-initiated CT scans between the prepandemic and pandemic levels. Motor vehicle collision (MVC) cases decreased from 18.2% to 15.6% during the first lockdown period (p = 0.049) and also reduced from 29.1% to 25.2% during the second lockdown period (p = 0.013). Trauma from falls increased from 19.1% to 27.5% (p = 0.036) during the first lockdown, despite no significant change during the 2nd lockdown. Furthermore, the percentage of stab injuries increased from 25.0% to 38.9% while blunt trauma decreased from 68.5% to 54.3% during two lockdowns (p = 0.015). Conclusion The total number of trauma-initiated CT scans did not significantly decrease during the lockdown periods. Stabbings and falls increased during lockdown periods while MVCs and blunt trauma decreased.
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23
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Dann C, Sun Z. The impact of COVID-19 on Western Australian medical imaging clinical practice and workplace. J Med Radiat Sci 2022; 69:299-308. [PMID: 35555866 PMCID: PMC9348032 DOI: 10.1002/jmrs.594] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/10/2021] [Accepted: 04/21/2022] [Indexed: 01/13/2023] Open
Abstract
Introduction Medical imaging plays a key role in the management of patients with coronavirus disease‐2019 (COVID‐19). This field is at risk from the impacts of the pandemic on the practice and workplace of medical imaging professionals (MIPs). Recent research has explored this impact internationally and in various states of Australia; however, the impact of the pandemic on Western Australian (WA) MIPs is yet to be examined. Methods This cross‐sectional study aimed to address this issue by surveying clinically practicing WA MIPs on their experience of the impact of COVID‐19. The survey was conducted online between the 1st and the 31st of May 2021 and encompassed 101 clinical sites. Results Fifty‐one valid (17.1%) responses were recorded, and a majority (66.7%) of the participants were employed in public hospitals. The results showed that most participants (94.1%) perceived an impact on their clinical practice, with expressions of insufficient access to personal protective equipment (PPE). The use of all the appropriate PPE items were dependent on whether the participants were employed in a public hospital, private hospital, or a private practice (P = 0.001). Perceived imaging volume decrease across modalities did not differ significantly among the workplaces, except for interventional radiology (P = 0.006). The participants also expressed concerns about inadequate psychological support. Conclusions COVID‐19 has enhanced infection control procedures and modified the routine imaging patterns. Specifically, WA medical imaging centres have altered their PPE and cleaning procedures based on updated health advice. Efforts should be taken to strengthen the support provided to the staff members and to ensure adequate access to PPE supplies.
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Affiliation(s)
- Chloe Dann
- Discipline of Medical Radiation Science, Curtin Medical School, Curtin University, Perth, Western Australia, Australia
| | - Zhonghua Sun
- Discipline of Medical Radiation Science, Curtin Medical School, Curtin University, Perth, Western Australia, Australia
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24
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Machado-Rivas F, Gallo-Bernal S, Briggs D, Pianykh O, Gee MS. Characterization of Pediatric Imaging Trends and Likelihood of Exam Cancellation in the COVID-19 Pandemic. Acad Radiol 2022; 29:508-513. [PMID: 35031152 PMCID: PMC8687757 DOI: 10.1016/j.acra.2021.12.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/08/2021] [Revised: 12/08/2021] [Accepted: 12/14/2021] [Indexed: 01/08/2023]
Abstract
Rationale and Objective The COVID-19 pandemic has caused unprecedented changes in radiology practice worldwide. There is a need for a framework of pediatric radiology resource allocation for future acute resource-limited settings.The aim of this study is to quantify and analyze changes in pediatric radiology practice during the COVID-19 pandemic considering demographic and clinical characteristics. Materials and Methods We retrospectively searched our institution's electronic health record for pediatric imaging exams from 09/15/19 to 05/01/20, with 03/15/20 as the dividing date between baseline and pandemic periods. Age, modality, exam indication, need for anesthesia/sedation, and exam completion or cancellation were recorded. All exams were compared between baseline and pandemic periods using a chi-square test and a logistic regression multivariate analysis. Results 15,424 exams were included for analysis [13,715 baseline period (mean age 10±5 years; 7440 males); 1047 COVID-19 period (mean age 9±5 years; 565 males)]. A statistically significantly lower proportion of adolescent exams (45.5% vs 53.3%), radiography modality (62.4% vs 70.4%) and non-traumatic pain indication (39.1% vs 46.3%) was observed during the COVID-19 period. Conversely, we found a higher proportion of neonatal (5.8% vs 3.8%), infant (5.6% vs 4.1%) and early childhood patients (12.9% vs 9.8%), CT (7.4% vs 5.9%) and ultrasound modalities (18.3% vs 13.5%), oncologic (8.8% vs 6.5%) and congenital/development disorder indications (6% vs 3.9%), and studies performed under anesthesia (2.7% vs 1.3%). Regarding exam completion rates, the neonatal age group (OR 1.960 [95% CI 0.353 – 0.591]; p <0.020) and MRI modality (OR 1.502 [95% CI: 0.214 – 0.318]; p <0.049) had higher odds of completion during the COVID-19 pandemic, while fluoroscopy modality was associated with lower odds of completion (OR 0.524 [95% CI: 0.328 – 0.839]; p = 0.011). Conclusion The composition and completion of pediatric radiology exams changed substantially during the COVID-19 pandemic. A sub-set of exams resilient to cancellation was identified.
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Affiliation(s)
- Fedel Machado-Rivas
- Department of Radiology (F.M.R., S.G.B., D.B., O.P., M.S.G.), Massachusetts General Hospital, 55 Fruit St, Boston, Massachusetts 02114; Department of Radiology (F.M.R., S.G.B., O.P., M.S.G.), Harvard Medical School, Boston, Massachusetts
| | - Sebastian Gallo-Bernal
- Department of Radiology (F.M.R., S.G.B., D.B., O.P., M.S.G.), Massachusetts General Hospital, 55 Fruit St, Boston, Massachusetts 02114; Department of Radiology (F.M.R., S.G.B., O.P., M.S.G.), Harvard Medical School, Boston, Massachusetts
| | - Daniel Briggs
- Department of Radiology (F.M.R., S.G.B., D.B., O.P., M.S.G.), Massachusetts General Hospital, 55 Fruit St, Boston, Massachusetts 02114; Department of Radiology (F.M.R., S.G.B., O.P., M.S.G.), Harvard Medical School, Boston, Massachusetts
| | - Oleg Pianykh
- Department of Radiology (F.M.R., S.G.B., D.B., O.P., M.S.G.), Massachusetts General Hospital, 55 Fruit St, Boston, Massachusetts 02114; Department of Radiology (F.M.R., S.G.B., O.P., M.S.G.), Harvard Medical School, Boston, Massachusetts
| | - Michael S Gee
- Department of Radiology (F.M.R., S.G.B., D.B., O.P., M.S.G.), Massachusetts General Hospital, 55 Fruit St, Boston, Massachusetts 02114; Department of Radiology (F.M.R., S.G.B., O.P., M.S.G.), Harvard Medical School, Boston, Massachusetts.
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25
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Yeung P, Pinson JA, Lawson M, Leong C, Badawy MK. COVID-19 pandemic and the effect of increased utilisation of mobile X-ray examinations on radiation dose to radiographers. J Med Radiat Sci 2022; 69:147-155. [PMID: 35180810 PMCID: PMC9088417 DOI: 10.1002/jmrs.570] [Citation(s) in RCA: 11] [Impact Index Per Article: 5.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2021] [Revised: 01/10/2022] [Accepted: 01/18/2022] [Indexed: 12/13/2022] Open
Abstract
Introduction The use of ionising radiation results in occupational exposure to medical imaging professionals, requiring routine monitoring. This study aims to assess the effect of increased utilisation of mobile X‐ray units, mobile imaging of non‐routine body regions and radiographer work practice changes for impact on staff radiation dose during the early stages of the COVID‐19 pandemic. Methods A retrospective analysis of general radiology departments across two metropolitan hospitals was performed. Personal radiation monitor exposure reports between January 2019 and December 2020 were analysed. Statistical analysis was conducted using a Mann–Whitney U test when comparing each quarter, from 2019 to 2020. Categorical data were compared using a Chi‐squared test. Results Mobile X‐ray use during the pandemic increased approximately 1.7‐fold, with the peak usage observed in September 2020. The mobile imaging rate per month of non‐routine body regions increased from approximately 6.0–7.8%. Reported doses marginally increased during Q2, Q3 and Q4 of 2020 (in comparison to 2019 data), though was not statistically significant (Q2: P = 0.13; Q3: P = 0.31 and Q4 P = 0.32). In Q1, doses marginally decreased and were not statistically significant (P = 0.22). Conclusion Increased utilisation and work practice changes had no significant effect on reported staff radiation dose. The average reported dose remained significantly lower than the occupational dose limits for radiation workers of 20 mSv.
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Affiliation(s)
- Phoebe Yeung
- Monash Health Imaging, Monash Health, Clayton, Victoria, Australia
| | - Jo-Anne Pinson
- Monash Health Imaging, Monash Health, Clayton, Victoria, Australia.,Department of Medical Imaging, Peninsula Health, Frankston, Victoria, Australia.,Department of Medical Imaging and Radiation Sciences, School of Allied Health Care, Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Victoria, Australia
| | - Michael Lawson
- Monash Health Imaging, Monash Health, Clayton, Victoria, Australia.,Faculty of Engineering, Centre of Medical and Radiation Physics, School of Physics, University of Wollongong, Keiraville, New South Wales, Australia
| | | | - Mohamed Khaldoun Badawy
- Monash Health Imaging, Monash Health, Clayton, Victoria, Australia.,Department of Medical Imaging and Radiation Sciences, School of Allied Health Care, Faculty of Medicine, Nursing and Health Sciences, Monash University, Clayton, Victoria, Australia
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Abdominal Imaging Utilization during the First COVID-19 Surge and Utility of Abdominal MRI. Tomography 2021; 7:972-979. [PMID: 34941652 PMCID: PMC8709073 DOI: 10.3390/tomography7040080] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/11/2021] [Revised: 11/26/2021] [Accepted: 12/06/2021] [Indexed: 11/17/2022] Open
Abstract
We sought to determine relative utilization of abdominal imaging modalities in coronavirus disease 2019 (COVID-19) patients at a single institution during the first surge and evaluate whether abdominal magnetic resonance imaging (MRI) changed diagnosis and management. 1107 COVID-19 patients who had abdominal imaging were analyzed for modality and imaging setting. Patients who underwent abdominal MRI were reviewed to determine impact on management. Of 2259 examinations, 80% were inpatient, 14% were emergency, and 6% were outpatient consisting of 55% radiograph (XR), 31% computed tomography (CT), 13% ultrasound (US), and 0.6% MRI. Among 1107 patients, abdominal MRI was performed in 12 within 100 days of positive SARS-CoV-2 PCR. Indications were unrelated to COVID-19 in 75% while MRI was performed for workup of acute liver dysfunction in 25%. In 1 of 12 patients, MRI resulted in change to management unrelated to COVID-19 diagnosis. During the first surge of COVID-19 at one institution, the most common abdominal imaging examinations were radiographs and CT followed by ultrasound with the majority being performed as inpatients. Future COVID-19 surges may place disproportionate demands on inpatient abdominal radiography and CT resources. Abdominal MRI was rarely performed and did not lead to change in diagnosis or management related to COVID-19 but needs higher patient numbers for accurate assessment of utility.
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27
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Cao YJ, Chen D, Liu Y, Smith M. Disparities in the Use of In-Person and Telehealth Primary Care Among High- and Low-Risk Medicare Beneficiaries During COVID-19. J Patient Exp 2021; 8:23743735211065274. [PMID: 34926805 PMCID: PMC8679021 DOI: 10.1177/23743735211065274] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/04/2023] Open
Abstract
We conducted a retrospective cohort study using a difference-in-differences design to estimate differences in primary care outpatient clinic visit utilization among high- and low-risk Medicare aging beneficiaries from an Accountable Care Organization during the COVID-19 pandemic compared to a control cohort from the previous year. High-risk was defined as having a Hierarchical Condition Category score of 2 or higher. A total of 582 101 patient-month records were analyzed. After adjusting for patient characteristics, those in the high-risk group had 339 (95% CI [333, 345]) monthly outpatient encounters (in-person and telehealth) per 1000 patients compared to 186 (95% CI [182, 190]) in the low-risk group. This represented a 22.8% and 26.5% decline from the previous year in each group, respectively. Within each group, there was lower utilization among those who were older, male, or dually eligible for Medicaid in the high-risk group and among those who were younger, male, or non-white in the low-risk group. Telehealth use was less common among patients who were older, dually eligible for Medicaid or living in rural/suburban areas compared to urban areas. All results were significant at the 95% level. We found significant disparities based on age, gender, insurance status, and non-white race in primary care utilization during the pandemic among Medicare beneficiaries. With the exception of gender, these disparities differed between high- and low-risk groups. Interventions targeting these vulnerable groups may improve health equity in the setting of public health emergencies.
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Affiliation(s)
- Ying Jessica Cao
- Department of Population Health Sciences, University of
Wisconsin-Madison, Madison, WI, USA
| | - Dandi Chen
- Department of Population Health Sciences, University of
Wisconsin-Madison, Madison, WI, USA
| | - Yao Liu
- Department of Ophthalmology and Visual Sciences, University of
Wisconsin-Madison, Madison, WI, USA
| | - Maureen Smith
- Department of Population Health Sciences, University of
Wisconsin-Madison, Madison, WI, USA
- Department of Family Medicine and Community Health, University of
Wisconsin-Madison, Madison, WI, USA
- Health Innovation Program, University of
Wisconsin-Madison, Madison, WI, USA
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28
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Min TL, Xu L, Choi JD, Hu R, Allen JW, Reeves C, Hsu D, Duszak R, Switchenko J, Sadigh G. COVID-19 Pandemic-Associated Changes in the Acuity of Brain MRI Findings: A Secondary Analysis of Reports Using Natural Language Processing. Curr Probl Diagn Radiol 2021; 51:529-533. [PMID: 34955284 PMCID: PMC8636309 DOI: 10.1067/j.cpradiol.2021.11.001] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/13/2021] [Revised: 11/15/2021] [Accepted: 11/28/2021] [Indexed: 11/22/2022]
Abstract
Rationale and Objectives We aimed to assess early COVID-19 pandemic-associated changes in brain MRI examination frequency and acuity of imaging findings acuity. Methods Using a natural language processing model, we retrospectively categorized reported findings of 12,346 brain MRI examinations performed during 6-month pre-pandemic and early pandemic time periods across a large metropolitan health system into 3 acuity levels: (1) normal or near normal; (2) incidental or chronic findings not requiring a management change; and (3) new or progressive findings requiring a management change. Brain MRI frequency and imaging finding acuity level were compared over time. Results Between March and August of 2019 (pre-pandemic) and 2020 (early pandemic), our health system brain MRI examination volumes decreased 17.0% (6745 vs 5601). Comparing calendar-matched 6-month periods, the proportion of higher acuity findings increased significantly (P< 0.001) from pre-pandemic (22.5%, 43.6% and 34.0% in acuity level 1, 2, and 3, respectively) to early pandemic periods (19.1%, 40.9%, and 40.1%). During the second 3 months of the early pandemic period, as MRI volumes recovered to near baseline, the proportion of higher acuity findings remained high (42.6% vs 34.1%) compared with a similar pre-pandemic period. In a multivariable analysis, Black (B coefficient, 0.16) and underinsured population (B coefficient, 0.33) presented with higher acuity findings (P< 0.05). Conclusions As the volume of brain MRI examinations decreased during the early COVID-19 pandemic, the relative proportion of examinations with higher acuity findings increased significantly. Pandemic-related changes in patient outcomes related to reduced imaging access merits further attention.
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Affiliation(s)
- Taejin L Min
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA
| | - Liyan Xu
- Department of Computer Science, Emory University(,) Atlanta, GA
| | - Jinho D Choi
- Department of Computer Science, Emory University(,) Atlanta, GA
| | - Ranliang Hu
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA
| | - Jason W Allen
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA
| | - Christopher Reeves
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA
| | - Derek Hsu
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA
| | - Richard Duszak
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA
| | - Jeffrey Switchenko
- Department of Epidemiology, Emory University Rollins School of Public Health, Atlanta, GA
| | - Gelareh Sadigh
- Department of Radiology and Imaging Sciences, Emory University School of Medicine, Atlanta, GA.
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29
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Schwertner A, McMenamy J, Naeger DM. Radiology Imaging Volume Changes During Discrete COVID-19 Pandemic Waves: Implications for the Delta Variant of Coronavirus and Future Pandemics. J Am Coll Radiol 2021; 19:415-422. [PMID: 34883068 PMCID: PMC8608677 DOI: 10.1016/j.jacr.2021.09.045] [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: 08/11/2021] [Accepted: 09/08/2021] [Indexed: 11/24/2022]
Abstract
Purpose The aim of this study was to evaluate radiology imaging volumes at distinct time periods throughout the coronavirus disease 2019 (COVID-19) pandemic as a function of regional COVID-19 hospitalizations. Methods Radiology imaging volumes and statewide COVID-19 hospitalizations were collected, and four 28-day time periods throughout the COVID-19 pandemic of 2020 were analyzed: pre–COVID-19 in January, the “first wave” of COVID-19 hospitalizations in April, the “recovery” time period in the summer of 2020 with a relative nadir of COVID-19 hospitalizations, and the “third wave” of COVID-19 hospitalizations in November. Imaging studies were categorized as inpatient, outpatient, or emergency department on the basis of patient location at the time of acquisition. A Mann-Whitney U test was performed to compare daily imaging volumes during each discrete 28-day time period. Results Imaging volumes overall during the first wave of COVID-19 infections were 55% (11,098/20,011; P < .001) of pre–COVID-19 imaging volumes. Overall imaging volumes returned during the recovery time period to 99% (19,915/20,011; P = .725), and third-wave imaging volumes compared with the pre–COVID-19 period were significantly lower in the emergency department at 88.8% (7,951/8,955; P < .001), significantly higher for outpatients at 115.7% (8,818/7,621; P = .008), not significantly different for inpatients at 106% (3,650/3,435; P = .053), and overall unchanged when aggregated together at 102% (20,419/20,011; P = .629). Conclusions Medical imaging rebounded after the first wave of COVID-19 hospitalizations, with relative stability of utilization over the ensuing phases of the pandemic. As widespread COVID-19 vaccination continues to occur, future surges in COVID-19 hospitalizations will likely have a negligible impact on imaging utilization.
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Affiliation(s)
- Adam Schwertner
- Department of Radiology, Denver Health Medical Center, Denver, Colorado; Department of Radiology, University of Colorado School of Medicine, Aurora, Colorado.
| | - John McMenamy
- Department of Radiology, Denver Health Medical Center, Denver, Colorado; Department of Radiology, University of Colorado School of Medicine, Aurora, Colorado
| | - David M Naeger
- Department of Radiology, Denver Health Medical Center, Denver, Colorado; Department of Radiology, University of Colorado School of Medicine, Aurora, Colorado
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30
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Zattoni F, Marra G, Kretschmer A, Preisser F, Tilki D, Kesch C, Radtke JP, Hoffmann N, Morlacco A, Dal Moro F, Soeterik TFW, van den Bergh RCN, Barletta F, Briganti A, Montorsi F, Gandaglia G. Has the COVID-19 outbreak changed the way we are treating prostate cancer? An EAU - YAU Prostate Cancer Working Group multi-institutional study. Cent European J Urol 2021; 74:362-365. [PMID: 34729226 PMCID: PMC8552935 DOI: 10.5173/ceju.2021.0211] [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: 08/25/2021] [Revised: 09/02/2021] [Accepted: 09/05/2021] [Indexed: 11/30/2022] Open
Abstract
Introduction The COVID-19 outbreak has become the dominant issue throughout the world whilst the governments, nations and health services are trying to deal with its impact. The aim of our study is to assess the impact of COVID-19 on patients treated with radical prostatectomy (RP) for prostate cancer (PCa) at European referral centers in terms of surgical volume (SV), waiting list meant as time from biopsy to surgery (WL) and risk of adverse pathologic findings at RP due to the selection of men with more adverse disease characteristics at final pathology. Material and methods Consecutive patients with a diagnosis of histologically proven PCa treated with RP between March 2020 (WHO declaration of pandemic) and December 2020 were identified. Patients with metastatic disease not eligible to local treatment and recurrent prostate cancer after RP or RT were excluded. Patients treated at the same institutions between March 2019 and December 2019 were considered as the control group. Multivariable logistic regression analysis tested the impact of the COVID-19 outbreak on the risk of adverse pathologic findings at RP after adjusting for confounders. The percentage change of SV and WL was assessed comparing the months of pandemic with the equivalent timespan of the previous year. Results A total of 2,574 patients treated with RP (927 cases and 1647 controls) were identified in 8 European tertiary referral centers. At multivariable analysis patients who were treated during the pandemic had higher risk of extra prostatic disease (OR:1.35, p = 0.038) and lymph node invasion (LNI) (OR:1.72, p = 0.048). An average 23% reduction of the SV with the equivalent timespan of the previous year allowed an illusory reduction of the WL after the peak gained during the first wave of COVID-19. Conclusions Our results showed that the COVID-19 outbreak resulted in a delay in the administration of curative-intent therapies in patients with localized PCa. This, in turn, resulted in a stage migration phenomenon with a potential impact on oncologic control.
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Affiliation(s)
- Fabio Zattoni
- Urology Clinic, Academical Medical Centre Hospital, Udine, Italy.,Department of Surgical, Oncological and Gastroenterological Sciences-Urological Clinic, University of Padua, Padua, Italy
| | - Giancarlo Marra
- Department of Urology, Institut Mutualiste Montsouris, Paris, France
| | | | - Felix Preisser
- Department of Urology, University Hospital Frankfurt, Frankfurt, Germany
| | - Derya Tilki
- Martini-Klinik Prostate Cancer Center, and Department of Urology, University Hospital Hamburg-Eppendorf, Hamburg, Germany
| | - Claudia Kesch
- Department of Urology, University Hospital Essen, Essen, Germany
| | | | - Nils Hoffmann
- Department of Urology, University Hospital Essen, Essen, Germany
| | - Alessandro Morlacco
- Department of Surgical, Oncological and Gastroenterological Sciences-Urological Clinic, University of Padua, Padua, Italy
| | - Fabrizio Dal Moro
- Department of Surgical, Oncological and Gastroenterological Sciences-Urological Clinic, University of Padua, Padua, Italy
| | - Timo F W Soeterik
- Department of Urology, St Antonius Hospital, Utrecht, The Netherlands
| | | | - Francesco Barletta
- Division of Oncology/Unit of Urology, Urological Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Alberto Briganti
- Division of Oncology/Unit of Urology, Urological Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Francesco Montorsi
- Division of Oncology/Unit of Urology, Urological Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
| | - Giorgio Gandaglia
- Division of Oncology/Unit of Urology, Urological Research Institute, IRCCS Ospedale San Raffaele, Milan, Italy
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Alagoz O, Lowry KP, Kurian AW, Mandelblatt JS, Ergun MA, Huang H, Lee SJ, Schechter CB, Tosteson ANA, Miglioretti DL, Trentham-Dietz A, Nyante SJ, Kerlikowske K, Sprague BL, Stout NK. Impact of the COVID-19 Pandemic on Breast Cancer Mortality in the US: Estimates From Collaborative Simulation Modeling. J Natl Cancer Inst 2021; 113:1484-1494. [PMID: 34258611 PMCID: PMC8344930 DOI: 10.1093/jnci/djab097] [Citation(s) in RCA: 94] [Impact Index Per Article: 31.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2021] [Revised: 04/21/2021] [Accepted: 04/26/2021] [Indexed: 12/13/2022] Open
Abstract
BACKGROUND The coronavirus disease 2019 (COVID-19) pandemic has disrupted breast cancer control through short-term declines in screening and delays in diagnosis and treatments. We projected the impact of COVID-19 on future breast cancer mortality between 2020 and 2030. METHODS Three established Cancer Intervention and Surveillance Modeling Network breast cancer models modeled reductions in mammography screening use, delays in symptomatic cancer diagnosis, and reduced use of chemotherapy for women with early-stage disease for the first 6 months of the pandemic with return to prepandemic patterns after that time. Sensitivity analyses were performed to determine the effect of key model parameters, including the duration of the pandemic impact. RESULTS By 2030, the models project 950 (model range = 860-1297) cumulative excess breast cancer deaths related to reduced screening, 1314 (model range = 266-1325) associated with delayed diagnosis of symptomatic cases, and 151 (model range = 146-207) associated with reduced chemotherapy use in women with hormone positive, early-stage cancer. Jointly, 2487 (model range = 1713-2575) excess breast cancer deaths were estimated, representing a 0.52% (model range = 0.36%-0.56%) cumulative increase over breast cancer deaths expected by 2030 in the absence of the pandemic's disruptions. Sensitivity analyses indicated that the breast cancer mortality impact would be approximately double if the modeled pandemic effects on screening, symptomatic diagnosis, and chemotherapy extended for 12 months. CONCLUSIONS Initial pandemic-related disruptions in breast cancer care will have a small long-term cumulative impact on breast cancer mortality. Continued efforts to ensure prompt return to screening and minimize delays in evaluation of symptomatic women can largely mitigate the effects of the initial pandemic-associated disruptions.
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Affiliation(s)
- Oguzhan Alagoz
- Department of Industrial and Systems Engineering, University of Wisconsin-Madison, Madison, WI, USA
| | - Kathryn P Lowry
- Department of Radiology, University of Washington, Seattle Cancer Care Alliance, Seattle, WA, USA
| | - Allison W Kurian
- Departments of Medicine and of Epidemiology and Population Health, Stanford University, Stanford, CA, USA
| | - Jeanne S Mandelblatt
- Department of Oncology, Georgetown University Medical Center, Georgetown University, Washington, DC, USA
| | - Mehmet A Ergun
- Department of Industrial Engineering, Istanbul Technical University, Istanbul, Turkey
| | - Hui Huang
- Department of Data Science, Dana-Farber Cancer Institute, Boston, MA, USA
| | - Sandra J Lee
- Department of Data Science, Dana-Farber Cancer Institute and Harvard Medical School, Boston, MA, USA
| | - Clyde B Schechter
- Department of Family and Social Medicine, Albert Einstein College of Medicine, Bronx, NY, USA
| | | | - Diana L Miglioretti
- Department of Public Health Sciences, University of California at Davis, Davis, CA, USA
| | - Amy Trentham-Dietz
- Department of Population Health Sciences and the Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI, USA
| | - Sarah J Nyante
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
| | - Karla Kerlikowske
- Departments of Medicine and Epidemiology/Biostatistics, University of California at San Francisco, San Francisco, CA, USA
| | - Brian L Sprague
- Department of Surgery and the University of Vermont Cancer Center, Larner College of Medicine, University of Vermont, Burlington, VT, USA
| | - Natasha K Stout
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA, USA
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Alakeely M, Almutari A, Masud N, Altulaihi B. Preparedness of Primary Health Care Leaders During COVID-19 Outbreak, Riyadh, Saudi Arabia: A Qualitative Study. Risk Manag Healthc Policy 2021; 14:4339-4351. [PMID: 34703343 PMCID: PMC8541794 DOI: 10.2147/rmhp.s331903] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/04/2021] [Accepted: 10/08/2021] [Indexed: 11/23/2022] Open
Abstract
Purpose Our study aims to explore the preparedness of the frontline leaders of the primary health care (PHC) centres in dealing with the COVID-19 pandemic and to understand their experiences in implementing preventive interventions necessary to routinise health care service delivery. Methods A qualitative exploratory study was conducted using in-depth interviews with the participants in English. The interviews were transcribed verbatim, and inductive coding followed by thematic analysis was performed using NVivo version 12. Participants Six participants in charge of managing their respective primary health care settings were included in the study. Purposive sampling was used to identify participants until saturation was reached. After agreement, the interviews were scheduled as per availability. Results The results were grouped into three major themes and nine subthemes. Most leaders reported that they were trained in pandemic preparedness, but there was a lack of focused readiness to handle a massive-scale, infectious disease outbreak or pandemic. The initial lack of guidelines specific to COVID-19 was a barrier in making decisions related to staff and patient care. Services were interrupted initially and there was lack of staff since many acquired COVID-19 and were isolated. The shortage of the staff was delt by repurposing staff from other departments to the essential care services. Fears related to pandemic was one of the main concerns reported among staff and patients. Several initiatives were taken to ensure staff safety and uninterrupted service delivery to patients. The use of technology was an effective mechanism in preparing for the pandemic. Conclusion This qualitative study helped in understanding the experiences of primary health care leaders during the COVID-19 pandemic. The facilities lacked overall preparedness at the beginning of the pandemic; however, many initiatives were taken in course of time to ensure smooth operations and continued service delivery to the patients.
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Affiliation(s)
- Maha Alakeely
- Department of Family Medicine, King Abdulaziz Medical City, Ministry of National Guard Health Affairs, Riyadh, Saudi Arabia.,King Abdullah International Medical Research Centre, Riyadh, Saudi Arabia
| | - Arwa Almutari
- King Abdullah International Medical Research Centre, Riyadh, Saudi Arabia.,Department of Radiology, King Abdulaziz Medical City, Ministry of National Guard Health Affairs, Riyadh, Saudi Arabia
| | - Nazish Masud
- King Abdullah International Medical Research Centre, Riyadh, Saudi Arabia.,Research Unit, Department of Medical Education, College of Medicine, King Saud BIN Abdulaziz University for Health Sciences, Riyadh, Saudi Arabia
| | - Bader Altulaihi
- Department of Family Medicine, King Abdulaziz Medical City, Ministry of National Guard Health Affairs, Riyadh, Saudi Arabia.,King Abdullah International Medical Research Centre, Riyadh, Saudi Arabia
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Hofmann B, Andersen ER, Kjelle E. What can we learn from the SARS-COV-2 pandemic about the value of specific radiological examinations? BMC Health Serv Res 2021; 21:1158. [PMID: 34702243 PMCID: PMC8546787 DOI: 10.1186/s12913-021-07190-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/28/2021] [Accepted: 10/18/2021] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND The SARS-COV-2 pandemic provides a natural intervention to assess practical priority setting and internal evaluation of specific health services, such as radiological services. Norway makes an excellent case as it had a very low infection rate and very few cases of COVID-19. Accordingly, the objective of this study is to use the changes in performed outpatient radiological examinations during the first stages of the SARS-COV-2 pandemic to assess the practical evaluation of specific radiological examinations in Norway. METHODS Data was collected retrospectively from the Norwegian Health Economics Administration (HELFO) in the years 2015-2020. Data included the number of performed outpatient imaging examinations at public hospitals and private imaging centers in Norway and was divided in to three periods based on the level of restrictions on elective health services. Results were analyzed with descriptive statistics. RESULTS In the first period there was a 45% reduction in outpatient radiology compared to the same time period in 2015-2019 while in period 2 and 3 there was a 25 and 6% reduction respectively. The study identified a list of specific potential low-value radiological examinations. While some of these are covered by the Choosing Wisely campaign, others are not. CONCLUSION By studying the priority setting practice during the initial phases of the pandemic this study identifies a set of potential low value radiological examinations during the initial phases of the SARS-COV-2 pandemic. These examinations are candidates for closer assessments for health services quality improvement.
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Affiliation(s)
- Bjørn Hofmann
- Institute for the Health Sciences at the Norwegian University of Science and Technology (NTNU) at Gjøvik, PO Box 191, N-2802, Gjøvik, Norway.
- Centre of Medical Ethics at the University of Oslo, Oslo, Norway.
| | - Eivind Richter Andersen
- Institute for the Health Sciences at the Norwegian University of Science and Technology (NTNU) at Gjøvik, PO Box 191, N-2802, Gjøvik, Norway
| | - Elin Kjelle
- Institute for the Health Sciences at the Norwegian University of Science and Technology (NTNU) at Gjøvik, PO Box 191, N-2802, Gjøvik, Norway
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34
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Sprague BL, Lowry KP, Miglioretti DL, Alsheik N, Bowles EJA, Tosteson ANA, Rauscher G, Herschorn SD, Lee JM, Trentham-Dietz A, Weaver DL, Stout NK, Kerlikowske K. Changes in Mammography Use by Women's Characteristics During the First 5 Months of the COVID-19 Pandemic. J Natl Cancer Inst 2021; 113:1161-1167. [PMID: 33778894 PMCID: PMC8083761 DOI: 10.1093/jnci/djab045] [Citation(s) in RCA: 66] [Impact Index Per Article: 22.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2020] [Revised: 01/08/2021] [Accepted: 03/18/2021] [Indexed: 12/20/2022] Open
Abstract
BACKGROUND The coronavirus disease 2019 (COVID-19) pandemic led to a near-total cessation of mammography services in the United States in mid-March 2020. It is unclear if screening and diagnostic mammography volumes have recovered to prepandemic levels and whether use has varied by women's characteristics. METHODS We collected data on 461 083 screening mammograms and 112 207 diagnostic mammograms conducted during January 2019 through July 2020 at 62 radiology facilities in the Breast Cancer Surveillance Consortium. We compared monthly screening and diagnostic mammography volumes before and during the pandemic stratified by age, race and ethnicity, breast density, and family history of breast cancer. RESULTS Screening and diagnostic mammography volumes in April 2020 were 1.1% (95% confidence interval [CI] = 0.5% to 2.4%) and 21.4% (95% CI = 18.7% to 24.4%) of the April 2019 prepandemic volumes, respectively, but by July 2020 had rebounded to 89.7% (95% CI = 79.6% to 101.1%) and 101.6% (95% CI = 93.8% to 110.1%) of the July 2019 prepandemic volumes, respectively. The year-to-date cumulative volume of screening and diagnostic mammograms performed through July 2020 was 66.2% (95% CI = 60.3% to 72.6%) and 79.9% (95% CI = 75.4% to 84.6%), respectively, of year-to-date volume through July 2019. Screening mammography rebound was similar across age groups and by family history of breast cancer. Monthly screening mammography volume in July 2020 for Black, White, Hispanic, and Asian women reached 96.7% (95% CI = 88.1% to 106.1%), 92.9% (95% CI = 82.9% to 104.0%), 72.7% (95% CI = 56.5% to 93.6%), and 51.3% (95% CI = 39.7% to 66.2%) of the July 2019 prepandemic volume, respectively. CONCLUSIONS Despite a strong overall rebound in mammography volume by July 2020, the rebound lagged among Asian and Hispanic women, and a substantial cumulative deficit in missed mammograms accumulated, which may have important health consequences.
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Affiliation(s)
- Brian L Sprague
- Office of Health Promotion Research, Department of Surgery, University of Vermont Larner College of Medicine, Burlington, VT
- Department of Radiology, University of Vermont Larner College of Medicine, Burlington, VT
- University of Vermont Cancer Center, University of Vermont Larner College of Medicine, Burlington, VT
| | - Kathryn P Lowry
- Department of Radiology, University of Washington and Seattle Cancer Care Alliance, Seattle, WA
| | - Diana L Miglioretti
- Division of Biostatistics, Department of Public Health Sciences, University of California Davis, Davis, CA
- Kaiser Permanente Washington Health Research Institute, Kaiser Permanente WA, Seattle, Washington
| | - Nila Alsheik
- Advocate Caldwell Breast Center, Advocate Lutheran General Hospital, 1700 Luther Lane, Park Ridge, IL
| | - Erin J A Bowles
- Kaiser Permanente Washington Health Research Institute, Kaiser Permanente WA, Seattle, Washington
| | - Anna N A Tosteson
- The Dartmouth Institute for Health Policy and Clinical Practice and Norris Cotton Cancer Center, Geisel School of Medicine at Dartmouth, Lebanon, NH
| | - Garth Rauscher
- Division of Epidemiology and Biostatistics, School of Public Health, University of Illinois at Chicago, Chicago, IL
| | - Sally D Herschorn
- Department of Radiology, University of Vermont Larner College of Medicine, Burlington, VT
- University of Vermont Cancer Center, University of Vermont Larner College of Medicine, Burlington, VT
| | - Janie M Lee
- Department of Radiology, University of Washington and Seattle Cancer Care Alliance, Seattle, WA
| | - Amy Trentham-Dietz
- Department of Population Health Sciences and Carbone Cancer Center, School of Medicine and Public Health, University of Wisconsin-Madison, Madison, WI
| | - Donald L Weaver
- University of Vermont Cancer Center, University of Vermont Larner College of Medicine, Burlington, VT
- Department of Pathology & Laboratory Medicine, University of Vermont Larner College of Medicine, Burlington, VT
| | - Natasha K Stout
- Department of Population Medicine, Harvard Medical School and Harvard Pilgrim Health Care Institute, Boston, MA
| | - Karla Kerlikowske
- Departments of Medicine and Epidemiology and Biostatistics, University of California, San Francisco, CA
- General Internal Medicine Section, Department of Veterans Affairs, University of California, San Francisco, CA
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Naidich JJ, Boltyenkov A, Wang JJ, Cruzen E, Chusid J, Rula E, Sanelli PC. Recovery of outpatient imaging utilization during the first wave of the COVID-19 pandemic. Clin Imaging 2021; 80:277-282. [PMID: 34425546 PMCID: PMC8349737 DOI: 10.1016/j.clinimag.2021.07.025] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/07/2021] [Revised: 07/09/2021] [Accepted: 07/27/2021] [Indexed: 11/16/2022]
Abstract
Objective During the COVID-19 pandemic, Radiology practices experienced marked reductions in outpatient imaging volumes. Our purpose was to evaluate the timing, rate, and degree of recovery of outpatient imaging during the first wave of the pandemic. We also sought to ascertain the relationship of outpatient imaging recovery to the incidence of COVID-19 cases. Methods Retrospective study of outpatient imaging volumes in a large healthcare system was performed from January 1, 2019-August 25, 2020. Dataset was split to compare Pre-COVID (weeks 1–9), Peak-COVID (weeks 10–15) and Recovery-COVID (weeks 16–34) periods. Chi-square and Independent-samples t-tests compared weekly outpatient imaging volumes in 2020 and 2019. Regression analyses assessed the rate of decline and recovery in Peak-COVID and Recovery-COVID periods, respectively. Results Total outpatient imaging volume in 2020 (weeks 1–34) was 327,738 exams, compared to 440,314 in 2019. The 2020 mean weekly imaging volumes were significantly decreased in Peak-COVID (p = 0.0148) and Recovery-COVID (p = 0.0003) periods. Mean weekly decline rate was −2580 exams/week and recovery rate was +617 exams/week. The 2020 Post-COVID (weeks 10–34) period had an average decrease of 36.5% (4813.4/13,178.6) imaging exams/week and total estimated decrease of 120,335 exams. Significant inverse correlation (−0.8338, p < 0.0001) was seen between positive-tested COVID-19 cases and imaging utilization with 1-week lag during Post-COVID (weeks 10–34) period. Conclusion Recovery of outpatient imaging volume during the first wave of COVID-19 pandemic showed a gradual return to pre-pandemic levels over the course of 3–4 months. The rate of imaging utilization was inversely associated with new positive-tested COVID-19 cases with a 1-week lag.
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Affiliation(s)
- Jason J Naidich
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, United States of America; Northwell Health, Manhasset, NY, United States of America.
| | - Artem Boltyenkov
- Siemens Medical Solutions USA, Inc., Malvern, PA, United States of America; Feinstein Institutes for Medical Research, Manhasset, NY, United States of America
| | - Jason J Wang
- Feinstein Institutes for Medical Research, Manhasset, NY, United States of America
| | - Eric Cruzen
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, United States of America; Northwell Health, Manhasset, NY, United States of America
| | - Jesse Chusid
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, United States of America; Northwell Health, Manhasset, NY, United States of America
| | - Elizabeth Rula
- Harvey L. Neiman Health Policy Institute, Reston, VA, United States of America
| | - Pina C Sanelli
- Donald and Barbara Zucker School of Medicine at Hofstra/Northwell, Hempstead, NY, United States of America; Northwell Health, Manhasset, NY, United States of America; Feinstein Institutes for Medical Research, Manhasset, NY, United States of America
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Peacock HM, Tambuyzer T, Verdoodt F, Calay F, Poirel HA, De Schutter H, Francart J, Van Damme N, Van Eycken L. Decline and incomplete recovery in cancer diagnoses during the COVID-19 pandemic in Belgium: a year-long, population-level analysis. ESMO Open 2021; 6:100197. [PMID: 34474811 PMCID: PMC8411068 DOI: 10.1016/j.esmoop.2021.100197] [Citation(s) in RCA: 56] [Impact Index Per Article: 18.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/24/2021] [Revised: 05/11/2021] [Accepted: 05/30/2021] [Indexed: 12/24/2022] Open
Abstract
BACKGROUND Oncological care was considerably impacted by the COVID-19 pandemic. Worrisome declines in diagnostic procedures and cancer diagnoses in 2020 have been reported; however, nationwide, population-based evidence is limited. Quantification of the magnitude and distribution of the remaining outstanding diagnoses is likewise lacking. METHODS Using accelerated delivery of data from pathology laboratories to the Belgian Cancer Registry, we compared the nationwide rates of new diagnoses of invasive cancers in 2020 to 2019. RESULTS We observed a 44% reduction in total diagnoses of invasive cancers in April 2020 compared with April 2019, coinciding with the first wave of the COVID-19 pandemic. The reduction was largest in older patients and for skin cancers (melanoma and nonmelanoma). Reductions in diagnosis were less pronounced among children and adolescents (0-19 years). A smaller decline was observed for most cancers with typically poorer prognosis or obvious symptoms, including some hematological malignancies, lung, and pancreatic cancer. Suspension of organized population screening programs was reflected in a strong decline in diagnosis in the screening age groups for female breast cancer (56%) and for colorectal cancer in both men (49%) and women (60%). The number of diagnoses began to increase from the end of April and stabilized at the beginning of June at or just above 2019 levels. There has yet to be a complete recovery in cancer diagnoses, with an estimated 6%, or ∼4000 diagnoses, still outstanding for all of 2020. Among solid tumors, head and neck cancers have the largest remaining year-over-year decrease in diagnoses at 14%. CONCLUSION These results add to the evidence of a profound impact of the COVID-19 pandemic on oncological care and identify groups at risk for continuing diagnostic delays. These data should stimulate health care providers worldwide to facilitate targeted, accessible, and efficient procedures for detection of cancers affected by this delay.
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Affiliation(s)
| | | | - F Verdoodt
- Belgian Cancer Registry, Brussels, Belgium
| | - F Calay
- Belgian Cancer Registry, Brussels, Belgium
| | - H A Poirel
- Belgian Cancer Registry, Brussels, Belgium
| | | | - J Francart
- Belgian Cancer Registry, Brussels, Belgium
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Crombé A, Lecomte JC, Banaste N, Tazarourte K, Seux M, Nivet H, Thomson V, Gorincour G. Emergency teleradiological activity is an epidemiological estimator and predictor of the covid-19 pandemic in mainland France. Insights Imaging 2021; 12:103. [PMID: 34292414 PMCID: PMC8295630 DOI: 10.1186/s13244-021-01040-3] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/18/2021] [Accepted: 06/11/2021] [Indexed: 02/07/2023] Open
Abstract
Background COVID-19 pandemic highlighted the need for real-time monitoring of diseases evolution to rapidly adapt restrictive measures. This prospective multicentric study aimed at investigating radiological markers of COVID-19-related emergency activity as global estimators of pandemic evolution in France. We incorporated two sources of data from March to November 2020: an open-source epidemiological dataset, collecting daily hospitalisations, intensive care unit admissions, hospital deaths and discharges, and a teleradiology dataset corresponding to the weekly number of CT-scans performed in 65 emergency centres and interpreted remotely. CT-scans specifically requested for COVID-19 suspicion were monitored. Teleradiological and epidemiological time series were aligned. Their relationships were estimated through a cross-correlation function, and their extremes and breakpoints were compared. Dynamic linear models were trained to forecast the weekly hospitalisations based on teleradiological activity predictors. Results A total of 100,018 CT-scans were included over 36 weeks, and 19,133 (19%) performed within the COVID-19 workflow. Concomitantly, 227,677 hospitalisations were reported. Teleradiological and epidemiological time series were almost perfectly superimposed (cross-correlation coefficients at lag 0: 0.90–0.92). Maximal number of COVID-19 CT-scans was reached the week of 2020-03-23 (1 086 CT-scans), 1 week before the highest hospitalisations (23,542 patients). The best valid forecasting model combined the number of COVID-19 CT-scans and the number of hospitalisations during the prior two weeks and provided the lowest mean absolute percentage (5.09%, testing period: 2020-11-02 to 2020-11-29). Conclusion Monitoring COVID-19 CT-scan activity in emergencies accurately and instantly predicts hospitalisations and helps adjust medical resources, paving the way for complementary public health indicators. Supplementary Information The online version contains supplementary material available at 10.1186/s13244-021-01040-3.
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Affiliation(s)
- Amandine Crombé
- Imadis Teleradiology, Lyon, Bordeaux, Marseille, France.,University of Bordeaux, Bordeaux, France
| | - Jean-Christophe Lecomte
- Imadis Teleradiology, Lyon, Bordeaux, Marseille, France.,Centre Hospitalier de Saintonge, Saintes, France.,Centre Aquitain D'Imagerie, Bordeaux, France
| | - Nathan Banaste
- Imadis Teleradiology, Lyon, Bordeaux, Marseille, France.,Department of Radiology, Hôpital Nord-Ouest, Villefranche-sur-Saône, France
| | - Karim Tazarourte
- Emergency Department, CHU Edouard Herriot, Hospices Civils de Lyon, Lyon, France.,INSERM 1290 RESHAPE, University of Lyon 1, Lyon, France
| | - Mylène Seux
- Imadis Teleradiology, Lyon, Bordeaux, Marseille, France
| | - Hubert Nivet
- Imadis Teleradiology, Lyon, Bordeaux, Marseille, France.,Centre Hospitalier de Saintonge, Saintes, France.,Centre Aquitain D'Imagerie, Bordeaux, France
| | - Vivien Thomson
- Imadis Teleradiology, Lyon, Bordeaux, Marseille, France.,Ramsay Générale de Santé, Clinique de la Sauvegarde, Lyon, France
| | - Guillaume Gorincour
- Imadis Teleradiology, Lyon, Bordeaux, Marseille, France. .,ELSAN, Clinique Bouchard, Marseille, France.
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Sreedharan S, Mian M, McArdle DJT, Rhodes A. The impact of the COVID-19 pandemic on diagnostic imaging services in Australia. J Med Imaging Radiat Oncol 2021; 66:377-384. [PMID: 34288493 PMCID: PMC8441785 DOI: 10.1111/1754-9485.13291] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/18/2020] [Accepted: 07/02/2021] [Indexed: 12/17/2022]
Abstract
Introduction The COVID‐19 pandemic is driving unprecedented changes in healthcare services worldwide. This study aimed to quantify the impact of the first wave of the COVID‐19 pandemic on diagnostic imaging services in Australia using an interrupted time series model. Methods Monthly data were extracted from the Australian Medicare Benefits Schedule for all diagnostic imaging services performed between January 2016 and December 2019. Holt‐Winters forecasting models were developed for total imaging services as well as for each imaging modality. The models were used to predict monthly data between January 2020 and June 2020 with a 95% confidence interval (P < 0.05). Absolute and percentage residual differences (RD) between observed and predicted services for this time period were calculated. Results There were statistically significant reductions in total imaging services performed in March 2020 (RD: −332260, −13.1%, 95% CI: −17.5% to −8.4%), April 2020 (RD: −716957, −32.4%, 95% CI: −36.2% to −28.1%) and May 2020 (RD: −571634, −21.4%, 95% CI: −25.1% to −17.3%). Nuclear medicine and CT services were relatively less impacted than general radiography, ultrasound, and MRI services. There was also a statistically significant increase in nuclear medicine and CT services performed in June 2020 compared to predicted values. Conclusions During the first wave of COVID‐19 in Australia, there was a significant reduction in total diagnostic imaging services, with variable impacts on different imaging modalities. These findings may have significant public health implications and can be used to inform evidence‐based strategies in the recovery phase of the pandemic.
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Affiliation(s)
| | - Mustafa Mian
- Melbourne Medical School, University of Melbourne, Melbourne, Victoria, Australia
| | | | - Alexander Rhodes
- Department of Radiology, Royal Melbourne Hospital, Melbourne, Victoria, Australia.,Department of Radiology, University of Melbourne, Melbourne, Victoria, Australia
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Luxenburg O, Saban M, Myers V, Vaknin S, Boldor N, Wilf-Miron R. National and regional trends in MRI utilization in the face of the ongoing COVID-19 pandemic. Isr J Health Policy Res 2021; 10:40. [PMID: 34266476 PMCID: PMC8280577 DOI: 10.1186/s13584-021-00472-y] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/16/2020] [Accepted: 05/04/2021] [Indexed: 02/08/2023] Open
Abstract
BACKGROUND AND PURPOSE Marked reductions in imaging exams have been documented during the COVID-19 pandemic. The study aimed to examine the effect of the two waves of COVID-19 on magnetic resonance imaging (MRI) utilization at the national and regional level. MATERIALS AND METHODS A retrospective-archive study was conducted in Israel, comparing March-December 2020 with March-December 2018 and 2019. Data on MRI utilization were obtained from the national MRI registry, while data on confirmed COVID-19 cases, by place of residence, were obtained from the Israeli Ministry of Health open COVID-19 database. RESULTS The number and rate of MRI examinations decreased during the first COVID-19 wave, with the steepest drop in April 2020: 47.5% relative decrease compared to April 2019, and 42.2% compared to 2018. This was followed by a compensatory increase between the waves and a return to almost pre-pandemic levels of use, with just a modest decrease, during the second, more intense COVID wave, compared with the previous year. Existing differences between regions increased during the pandemic. The rate ratio of MRI exams between Tel-Aviv and the Northern periphery increased from 2.89 in April 2019 to 3.94 in April 2020. Jerusalem metropolitan region, with the largest burden of COVID disease, demonstrated only a modest decrease (1%) in MRI utilization during the first 10 months of the pandemic. CONCLUSIONS At the national level, time trends in reduced MRI utilization followed the first wave of COVID-19, and were accompanied by increased regional disparities. These changes were not explained by differences in the burden of COVID-19 disease but might be explained by unequal distribution of MRI scanners among regions. Reduced utilization was not evident during the second wave, nor at the beginning of the third wave, despite higher COVID-19 case load, demonstrating adaptation to the new normal. Patterns of MRI utilization might help policy-makers and healthcare managers predict the behavior of imaging as well as other sectors, such as elective surgical procedures, during an ongoing pandemic. This forecast might help to manage the lasting effects of the pandemic, including extended waiting times, in the months and years following its remission. In preparation for future national emergencies, timely and detailed data on MRI utilization can serve as a "sensor" for a wide array of diagnostic and interventional medical activities, providing policy-makers with an updated snapshot to guide their response at the regional and national levels.
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Affiliation(s)
- Osnat Luxenburg
- Medical Technology, Health Information and Research Directorate, Ministry of Health, Jerusalem, Israel
| | - Mor Saban
- The Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, 1 Emek dotan Street, 5262100 Ramat-Gan, Israel
| | - Vicki Myers
- The Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, 1 Emek dotan Street, 5262100 Ramat-Gan, Israel
| | - Sharona Vaknin
- The Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, 1 Emek dotan Street, 5262100 Ramat-Gan, Israel
| | - Noga Boldor
- The Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, 1 Emek dotan Street, 5262100 Ramat-Gan, Israel
| | - Rachel Wilf-Miron
- The Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, 1 Emek dotan Street, 5262100 Ramat-Gan, Israel
- School of Public Health, Sackler Faculty of Medicine, Tel Aviv University, Tel Aviv, Israel
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Cancer screenings during the COVID-19 pandemic: An analysis of public interest trends. Curr Probl Cancer 2021; 46:100766. [PMID: 34304883 PMCID: PMC8849185 DOI: 10.1016/j.currproblcancer.2021.100766] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/28/2020] [Revised: 01/11/2021] [Accepted: 06/12/2021] [Indexed: 11/22/2022]
Abstract
INTRODUCTION The Coronavirus Disease 2019 (COVID-19) pandemic has impacted breast, colon, prostate, and lung cancer screenings in the U.S. by decreasing screening numbers.We believe multiple types of cancer screenings may have been impacted during the pandemic as a result of cancellations of elective procedures and patient fear of seeking cancer screenings during a pandemic and that Google Trends may be a marker to estimate screening usage. METHODS Google Trends (trends.google.com) was utilized to assess public interest in multiple cancer types. We then constructed a forecasting model to determine the expected search interest had the pandemic not occurred. We then compared our models to actual screening usage during the pandemic. RESULTS Public interest in cancer screenings decreased precipitously at the onset of the COVID-19 pandemic. We found that the Google Trends estimated the decrease in mammogram usage 25.8% below the actual value. Similarly, Google Trends estimated the decrease in colon cancer screening usage 9.7% below the true value. DISCUSSION We found the decrease in public interest in breast and colon cancer screenings slightly underestimated the actual screening usage numbers, suggesting Google Trends may be utilized as an indicator for human behavior regarding cancer screening, particularly with colon and breast cancer screenings. If the negative trend in cancer screening continues and missed screenings are not appropriately corrected for, socioeconomic and racial disparities in cancer diagnoses, morbidity, and mortality will widen.
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Lacson R, Shi J, Kapoor N, Eappen S, Boland GW, Khorasani R. Exacerbation of Inequities in Use of Diagnostic Radiology During the Early Stages of Reopening After COVID-19. J Am Coll Radiol 2021; 18:696-703. [PMID: 33482115 PMCID: PMC7834847 DOI: 10.1016/j.jacr.2020.12.009] [Citation(s) in RCA: 15] [Impact Index Per Article: 5.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/14/2020] [Revised: 11/30/2020] [Accepted: 12/03/2020] [Indexed: 02/06/2023]
Abstract
OBJECTIVE Assess diagnostic radiology examination utilization and associated social determinants of health during the early stages of reopening after state-mandated shutdown of nonurgent services because of coronavirus disease 2019 (COVID-19). METHODS This institutional review board-approved, retrospective study assessed all patients with diagnostic radiology examinations performed at an academic medical center with eight affiliated outpatient facilities before (January 1, 2020, to March 8, 2020) and after (June 7, 2020, to July 15, 2020) the COVID-19 shutdown. Examinations during the shut down (March 9, 2020, to June 6, 2020) were excluded. Patient-specific factors (eg, race, ethnicity), imaging modalities, and care settings were extracted from the Research Data Warehouse. Primary outcome was the number of diagnostic radiology examinations per day compared pre- and post-COVID-19 shutdown. Univariate analysis and multivariable logistic regression determined features associated with completing an examination. RESULTS Despite resumption of nonurgent services, marked decrease in radiology examination utilization persisted in all care settings post-COVID-19 shutdown (869 examinations per day preshutdown [59,080 examinations in 68 days] versus 502 examinations per day postshutdown [19,594 examinations in 39 days]), with more significantly decreased odds ratios for having examinations in inpatient and outpatient settings versus in the emergency department. Inequities worsened, with patients from communities with high rates of poverty, unemployment, and chronic disease having significantly lower odds of undergoing radiology examinations post-COVID-19 shutdown. Patients of Asian race and Hispanic ethnicity had significantly lower odds ratios for having examinations post-COVID-19 shutdown compared with White and non-Hispanic patients, respectively. DISCUSSION The COVID-19 pandemic has exacerbated known pre-existing inequities in diagnostic radiology utilization. Resources should be allocated to address subgroups of patients who may be less likely to receive necessary diagnostic radiology examinations, potentially leading to compromised patient safety and quality of care.
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Affiliation(s)
- Ronilda Lacson
- Director of Education, Center for Evidence-Based Imaging, Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts; Harvard Medical School, Boston, Massachusetts
| | - Junzi Shi
- Harvard Medical School, Boston, Massachusetts; Chief Resident and Chief Fellow, Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Neena Kapoor
- Harvard Medical School, Boston, Massachusetts; Director of Diversity, Equity, and Inclusion, Quality and Patient Safety Officer, Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Sunil Eappen
- Harvard Medical School, Boston, Massachusetts; Chief Medical Officer, Department of Anesthesiology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Giles W Boland
- Harvard Medical School, Boston, Massachusetts; President of the Brigham and Women's Physicians Organization, Department of Radiology, Brigham and Women's Hospital, Boston, Massachusetts
| | - Ramin Khorasani
- Harvard Medical School, Boston, Massachusetts; Vice-Chair of Radiology, Brigham and Women's Hospital, Boston, Massachusetts.
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Maganty A, Yu M, Anyaeche VI, Zhu T, Hay JM, Davies BJ, Yabes JG, Jacobs BL. Referral pattern for urologic malignancies before and during the COVID-19 pandemic. Urol Oncol 2021; 39:268-276. [PMID: 33308974 PMCID: PMC7722486 DOI: 10.1016/j.urolonc.2020.11.027] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2020] [Revised: 10/29/2020] [Accepted: 11/16/2020] [Indexed: 12/13/2022]
Abstract
INTRODUCTION The COVID-19 pandemic has required significant restructuring of healthcare with conservation of resources and maintaining social distancing standards. With these new initiatives, it is conceivable that the diagnosis of cancer care may be delayed. We aimed to evaluate differences in patient populations being evaluated for cancer before and during the COVID-19 pandemic. METHODS AND MATERIALS We performed a retrospective review of our electronic medical record and examined patient characteristics of those presenting for a possible new cancer diagnosis to our urologic oncology clinic. Data was analyzed using logistic and linear regression models. RESULTS During the 3-month period before the COVID-19 pandemic began, 585 new patients were seen in one urologic oncology practice. The following 3-month period, during the COVID-19 pandemic, 362 patients were seen, corresponding to a 38% decline. Visits per week increased to pre-COVID-19 levels for kidney and bladder cancer as the county entered the green phase. Prostate cancer visits per week remained below pre-COVID-19 levels in the green phase. When the 2 populations pre-COVID-19 and COVID-19 were compared, there were no notable differences on regression analysis. CONCLUSION The COVID-19 pandemic decreased the total volume of new patient referrals for possible genitourinary cancer diagnoses. The impact this will have on cancer survival remains to be determined.
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Affiliation(s)
- Avinash Maganty
- Department of Urology, University of Pittsburgh Medical Center, Pittsburgh, PA.
| | - Michelle Yu
- Department of Urology, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Vivian I Anyaeche
- School of Medicine, University of Pittsburgh, Pittsburgh Medical Center, Pittsburgh, PA
| | - Toby Zhu
- School of Medicine, University of Pittsburgh, Pittsburgh Medical Center, Pittsburgh, PA
| | - Jordan M Hay
- School of Medicine, University of Pittsburgh, Pittsburgh Medical Center, Pittsburgh, PA
| | - Benjamin J Davies
- Department of Urology, University of Pittsburgh Medical Center, Pittsburgh, PA
| | - Jonathan G Yabes
- Division of Internal Medicine, Department of Medicine, University of Pittsburgh, Pittsburgh, PA; Center for Research on Health Care, Department of Medicine, University of Pittsburgh, Pittsburgh, PA
| | - Bruce L Jacobs
- Department of Urology, University of Pittsburgh Medical Center, Pittsburgh, PA
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Lou SS, Goss CW, Evanoff BA, Duncan JG, Kannampallil T. Risk factors associated with physician trainee concern over missed educational opportunities during the COVID-19 pandemic. BMC MEDICAL EDUCATION 2021; 21:216. [PMID: 33865390 PMCID: PMC8052552 DOI: 10.1186/s12909-021-02665-0] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/13/2021] [Accepted: 04/09/2021] [Indexed: 05/03/2023]
Abstract
BACKGROUND The COVID-19 pandemic resulted in a transformation of clinical care practices to protect both patients and providers. These changes led to a decrease in patient volume, impacting physician trainee education due to lost clinical and didactic opportunities. We measured the prevalence of trainee concern over missed educational opportunities and investigated the risk factors leading to such concerns. METHODS All residents and fellows at a large academic medical center were invited to participate in a web-based survey in May of 2020. Participants responded to questions regarding demographic characteristics, specialty, primary assigned responsibility during the previous 2 weeks (clinical, education, or research), perceived concern over missed educational opportunities, and burnout. Multivariable logistic regression was used to assess the relationship between missed educational opportunities and the measured variables. RESULTS 22% (301 of 1375) of the trainees completed the survey. 47% of the participants were concerned about missed educational opportunities. Trainees assigned to education at home had 2.85 [95%CI 1.33-6.45] greater odds of being concerned over missed educational opportunities as compared with trainees performing clinical work. Trainees performing research were not similarly affected [aOR = 0.96, 95%CI (0.47-1.93)]. Trainees in pathology or radiology had 2.51 [95%CI 1.16-5.68] greater odds of concern for missed educational opportunities as compared with medicine. Trainees with greater concern over missed opportunities were more likely to be experiencing burnout (p = 0.038). CONCLUSIONS Trainees in radiology or pathology and those assigned to education at home were more likely to be concerned about their missed educational opportunities. Residency programs should consider providing trainees with research or at home clinical opportunities as an alternative to self-study should future need for reduced clinical hours arise.
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Affiliation(s)
- Sunny S Lou
- Department of Anesthesiology, Washington University School of Medicine, 660 S. Euclid Avenue, Campus Box 8054, St Louis, MO, 63110, USA
| | - Charles W Goss
- Division of Biostatistics, Washington University School of Medicine, St Louis, MO, USA
| | - Bradley A Evanoff
- Department of Medicine, Washington University School of Medicine, St Louis, MO, USA
| | - Jennifer G Duncan
- Department of Pediatrics, Washington University School of Medicine, St Louis, MO, USA
| | - Thomas Kannampallil
- Department of Anesthesiology, Washington University School of Medicine, 660 S. Euclid Avenue, Campus Box 8054, St Louis, MO, 63110, USA.
- Institute for Informatics, Washington University School of Medicine, St Louis, MO, USA.
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Hashmi A, Parikh K, Al-Natour M, Azar N, Sutter C, Ramaiya N, Davidson J, Tavri S. Interventional radiology procedural volume changes during COVID-19 initial phase: A tertiary level Midwest health system experience. Clin Imaging 2021; 72:31-36. [PMID: 33202292 PMCID: PMC7654291 DOI: 10.1016/j.clinimag.2020.10.039] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/15/2020] [Revised: 09/29/2020] [Accepted: 10/17/2020] [Indexed: 12/21/2022]
Abstract
BACKGROUND To evaluate Interventional Radiology (IR) procedural volume changes at a large Midwest health system between March 17, 2020 and April 30, 2020 following a state-mandated shutdown of nonessential procedures during the initial phase of COVID-19. METHODS IR procedural volumes were compiled, stratified by location and compared with Diagnostic Radiology (DR) volumes during the same timeframe. Procedure volume was categorized by type, including oncology, dialysis interventions, and drainage procedures with comparisons made using Z-score test for proportions. IR and system-wide surgical procedural volume was compared with baseline values. RESULTS System-wide IR procedural volume decreased by 35%, with a 41% decrease in outpatient and a 25% decrease in inpatient volume during the state-mandated order. DR volume decreased by 45%, with a 57% decrease in outpatient and a 22% decrease in inpatient volume. Total IR procedural volume during the mandate was 1077 versus 1518 during the preceding six weeks. The proportion of Interventional Oncology and dialysis interventions showed no significant change (p > 0.05) while that of drainage procedures increased (p < 0.05). Compared to baseline values, system-wide procedural volumes for IR, Vascular Surgery, Urology, General Surgery, Gastroenterology and Gynecology decreased by 3%, 11%, 25%, 20%, 38% and 31% in March 2020 and 25%, 47%, 68%, 63%, 79% and 73% in April 2020 respectively. CONCLUSION Outpatient IR volumes were less impacted compared to DR during the initial phase of COVID-19. Oncology, dialysis and drainage interventions may be considered essential procedures due to their stability. IR volumes were less affected compared to other procedural specialties.
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Affiliation(s)
- Ahmad Hashmi
- Department of Radiology, University Hospitals Cleveland Medical Center, 11100 Euclid Ave, BSH 5056, Cleveland, OH 44106, United States of America
| | - Keval Parikh
- Department of Radiology, University Hospitals Cleveland Medical Center, 11100 Euclid Ave, BSH 5056, Cleveland, OH 44106, United States of America
| | - Mohammed Al-Natour
- Department of Radiology, University Hospitals Cleveland Medical Center, 11100 Euclid Ave, BSH 5056, Cleveland, OH 44106, United States of America
| | - Nami Azar
- Department of Radiology, University Hospitals Cleveland Medical Center, 11100 Euclid Ave, BSH 5056, Cleveland, OH 44106, United States of America
| | - Christopher Sutter
- Department of Radiology, University Hospitals Cleveland Medical Center, 11100 Euclid Ave, BSH 5056, Cleveland, OH 44106, United States of America
| | - Nikhil Ramaiya
- Department of Radiology, University Hospitals Cleveland Medical Center, 11100 Euclid Ave, BSH 5056, Cleveland, OH 44106, United States of America
| | - Jon Davidson
- Department of Radiology, University Hospitals Cleveland Medical Center, 11100 Euclid Ave, BSH 5056, Cleveland, OH 44106, United States of America
| | - Sidhartha Tavri
- Department of Radiology, University Hospitals Cleveland Medical Center, 11100 Euclid Ave, BSH 5056, Cleveland, OH 44106, United States of America.
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Miller TI, Smith KD, Gonzalez-Cuyar LF, Swanson PE. Operational Impacts of the Coronavirus Disease 2019 (COVID-19) Pandemic and Early Recovery Trends: University of Washington Anatomic Pathology Experience. Arch Pathol Lab Med 2021; 145:399-406. [PMID: 33307549 DOI: 10.5858/arpa.2020-0639-sa] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 12/08/2020] [Indexed: 11/06/2022]
Abstract
CONTEXT.— The coronavirus disease 2019 pandemic, caused by the novel coronavirus severe acute respiratory syndrome coronavirus 2, has resulted in worldwide disruption to the delivery of patient care. The Seattle, Washington metropolitan area was one of the first in the United States affected by the pandemic. As a result, the anatomic pathology services at the University of Washington experienced significant changes in operational volumes early in the pandemic. OBJECTIVE.— To assess the impact of coronavirus disease 2019 and both state and institutional policies implemented to mitigate viral transmission (including institutional policies on nonurgent procedures) on anatomic pathology volumes. DESIGN.— Accessioned specimens from January to June 2020 were evaluated as coronavirus disease 2019 and institutional policies changed. The data were considered in these contexts: subspecialty, billable Current Procedural Terminology codes, and intraoperative consultation. Comparable data were retrieved from 2019 as a historical control. RESULTS.— There was a significant reduction in overall accessioned volume (up to 79%) from prepandemic levels during bans on nonurgent procedures when compared with 2020 pre-coronavirus disease 2019 volumes and historical controls. The gastrointestinal and dermatopathology services were most impacted, and breast and combined head and neck/pulmonary services were least impacted. Current Procedural Terminology code 88305, for smaller/biopsy specimens, had a 63% reduction during nonurgent procedure bans. After all bans on procedures were lifted, the overall volume plateaued at 89% of prepandemic levels. CONCLUSIONS.— A significant decrease in specimen volume was most strongly associated with bans on nonurgent procedures. Although all departmental areas had a decrease in volume, the extent of change varied across subspecialty and specimen types. Even with removal of all bans, service volume did not reach prepandemic levels.
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Affiliation(s)
- Timothy Isaac Miller
- From the Department of Laboratory Medicine and Pathology (Miller, Smith, Swanson), University of Washington, Seattle
| | - Kelly D Smith
- From the Department of Laboratory Medicine and Pathology (Miller, Smith, Swanson), University of Washington, Seattle
| | | | - Paul E Swanson
- From the Department of Laboratory Medicine and Pathology (Miller, Smith, Swanson), University of Washington, Seattle
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Xiao H, Dai X, Wagenaar BH, Liu F, Augusto O, Guo Y, Unger JM. The impact of the COVID-19 pandemic on health services utilization in China: Time-series analyses for 2016-2020. THE LANCET REGIONAL HEALTH. WESTERN PACIFIC 2021; 9:100122. [PMID: 34327438 PMCID: PMC8315657 DOI: 10.1016/j.lanwpc.2021.100122] [Citation(s) in RCA: 75] [Impact Index Per Article: 25.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/17/2020] [Revised: 02/06/2021] [Accepted: 02/21/2021] [Indexed: 11/28/2022]
Abstract
BACKGROUND The aim of this study is to quantify the effects of the SARS-CoV-2 pandemic on health services utilization in China using over four years of routine health information system data. METHODS We conducted a retrospective observational cohort study of health services utilization from health facilities at all levels in all provinces of mainland China. We analyzed monthly all-cause health facility visits and inpatient volume in health facilities before and during the SARS-CoV-2 outbreak using nationwide routine health information system data from January 2016 to June 2020. We used interrupted time series analyses and segmented negative binomial regression to examine changes in healthcare utilization attributable to the pandemic. Stratified analyses by facility type and by provincial Human Development Index (HDI) - an area-level measure of socioeconomic status - were conducted to assess potential heterogeneity in effects. FINDINGS In the months before the SARS-CoV-2 outbreak, a positive secular trend in patterns of healthcare utilization was observed. After the SARS-CoV-2 outbreak, we noted statistically significant decreases in all indicators, with all indicators achieving their nadir in February 2020. The magnitude of decline in February ranged from 63% (95% CI 61-65%; p<0•0001) in all-cause visits at hospitals in regions with high HDI and 71% (95% CI 70-72%; p<0•0001) in all-cause visits at primary care clinics to 33% (95% CI 24-42%; p<0•0001) in inpatient volume and 10% (95% CI 3-17%; p = 0•0076) in all-cause visits at township health centers (THC) in regions with low HDI. The reduction in health facility visits was greater than that in the number of outpatients discharged (51% versus 48%; p<0•0079). The reductions in both health facility visits and inpatient volume were greater in hospitals than in primary health care facilities (p<0•0001) and greater in developed regions than in underdeveloped regions (p<0•0001). Following the nadir of health services utilization in February 2020, all indicators showed statistically significant increases. However, even by June 2020, nearly all indicators except outpatient and inpatient volume in regions with low HDI and inpatient volume in private hospitals had not achieved their pre-SARS-COV-2 forecasted levels. In total, we estimated cumulative losses of 1020.5 (95% CI 951.2- 1089.4; P<0.0001) million or 23.9% (95% CI 22.5-25.2%; P<0.0001) health facility visits, and 28.9 (95% CI 26.1-31.6; P<0.0001) million or 21.6% (95% CI 19.7-23.4%; P<0.0001) inpatients as of June 2020. INTERPRETATION Inpatient and outpatient health services utilization in China declined significantly after the SARS-CoV-2 outbreak, likely due to changes in patient and provider behaviors, suspension of health facilities or their non-emergency services, massive mobility restrictions, and the potential reduction in the risk of non-SARS-COV-2 diseases. All indicators rebounded beginning in March but most had not recovered to their pre-SARS-COV-2 levels as of June 2020. FUNDING The National Natural Science Foundation of China (No. 72042014).
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Affiliation(s)
- Hong Xiao
- Public Health Sciences Division, Fred Hutchison Cancer Research Center, Seattle, WA, United States
- School of Public Health, Zhejiang University, Hangzhou, China
| | - Xiaochen Dai
- Department of Health Metrics Sciences, University of Washington, Seattle, WA, United States
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, United States
| | - Bradley H. Wagenaar
- Department of Global Health, University of Washington, Seattle, WA, United States
- Department of Epidemiology, University of Washington, Seattle, WA, United States
| | - Fang Liu
- Chinese Center for Disease Control and Prevention, Beijing, China
| | - Orvalho Augusto
- Institute for Health Metrics and Evaluation, University of Washington, Seattle, WA, United States
- Universidade Eduardo Mondlane, Maputo, Mozambique
| | - Yan Guo
- Department of Global Health, School of Public Health, Peking University, Beijing 100191, China
| | - Joseph M Unger
- Public Health Sciences Division, Fred Hutchison Cancer Research Center, Seattle, WA, United States
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Carlon T, Finkelstein M, Maron SZ, Goldman D, Kihira S, Marinelli B, Dayan E, Sullivan N, Hart J, Doshi AH, Delman BN, Lookstein R, Drayer BP. Sources of Revenue Loss and Recovery in Radiology Practices During the Coronavirus Disease 2019 (COVID-19) Pandemic. Acad Radiol 2021; 28:447-456. [PMID: 33495075 PMCID: PMC7813500 DOI: 10.1016/j.acra.2021.01.015] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/04/2020] [Revised: 01/07/2021] [Accepted: 01/11/2021] [Indexed: 02/06/2023]
Abstract
Rationale and Objectives This study seeks to quantify the financial impact of COVID-19 on radiology departments, and to describe the structure of both volume and revenue recovery. Materials and Methods Radiology studies from a large academic health system were retrospectively studied from the first 33 weeks of 2020. Volume and work relative value unit (wRVU) data were aggregated on a weekly basis for three periods: Presurge (weeks 1–9), surge (10–19), and recovery (20–33), and analyzed compared to the pre-COVID baseline stratified by modality, specialty, patient service location, and facility type. Mean and median wRVU per study were used as a surrogate for case complexity. Results During the pandemic surge, case volumes fell 57%, while wRVUs fell by 69% relative to the pre-COVID-19 baseline. Mean wRVU per study was 1.13 in the presurge period, 1.03 during the surge, and 1.19 in the recovery. Categories with the greatest mean complexity declines were radiography (−14.7%), cardiothoracic imaging (−16.2%), and community hospitals overall (−15.9%). Breast imaging (+6.5%), interventional (+5.5%), and outpatient (+12.1%) complexity increased. During the recovery, significant increases in complexity were seen in cardiothoracic (0.46 to 0.49), abdominal (1.80 to 1.91), and neuroradiology (2.46 to 2.56) at stand-alone outpatient centers with similar changes at community hospitals. At academic hospitals, only breast imaging complexity remained elevated (1.32 from 1.17) during the recovery. Conclusion Reliance on volume alone underestimates the financial impact of the COVID-19 pandemic as there was a disproportionate loss in high-RVU studies. However, increased complexity of outpatient cases has stabilized overall losses during the recovery.
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Affiliation(s)
- Timothy Carlon
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029.
| | - Mark Finkelstein
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - Samuel Z Maron
- Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, New York, New York
| | - Daryl Goldman
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - Shingo Kihira
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - Brett Marinelli
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - Etan Dayan
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - Nisha Sullivan
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - John Hart
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - Amish H Doshi
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - Bradley N Delman
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - Robert Lookstein
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
| | - Burton P Drayer
- Department of Diagnostic, Molecular, and Interventional Radiology, Icahn School of Medicine at Mount Sinai, Mount Sinai Hospital, One Gustave L. Levy Place, Box 1234, New York, NY USA 10029
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Dodelzon K, Grimm LJ, Tran K, Dontchos BN, Destounis S, Dialani V, Dogan B, Sonnenblick E, Zuley M, Milch HS. Impact of COVID-19 on Breast Imaging Practice Operations and Recovery Efforts: A North American Study. JOURNAL OF BREAST IMAGING 2021; 3:156-167. [PMID: 38424821 PMCID: PMC7928933 DOI: 10.1093/jbi/wbab002] [Citation(s) in RCA: 6] [Impact Index Per Article: 2.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/18/2020] [Indexed: 11/12/2022]
Abstract
OBJECTIVE To assess the impact of the COVID-19 pandemic on breast imaging facilities' operations and recovery efforts across North America. METHODS A survey on breast imaging facilities' operations and strategies for recovery during the COVID-19 pandemic was distributed to the membership of the Society of Breast Imaging and National Consortium of Breast Centers from June 4, 2020, to July 14, 2020. A descriptive summary of responses was performed. Comparisons were made between demographic variables of respondents and questions of interest using a Pearson chi-square test. RESULTS There were 473 survey respondents (response rate of 13%). The majority of respondents (70%; 332/473) reported 80%-100% breast imaging volume reduction, with 94% (447/473) reporting postponement of screening mammography. The majority of respondents (97%; 457/473) continued to perform biopsies. There were regional differences in safety measures taken for staff (P = 0.004), with practices in the West more likely reporting no changes in the work environment compared to other regions. The most common changes to patients' experience included spacing out of furniture in waiting rooms (94%; 445/473), limiting visitors (91%; 430/473), and spacing out appointments (83%). A significantly higher proportion of practices in the Northeast (95%; 104/109) initiated patient scheduling changes compared to other regions (P = 0.004). CONCLUSION COVID-19 had an acute impact on breast imaging facilities. Although common national operational patterns emerged, geographic variability was notable in particular in recovery efforts. These findings may inform future best practices for delivering breast imaging care amid the ongoing and geographically shifting COVID-19 pandemic.
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Affiliation(s)
- Katerina Dodelzon
- Weill Cornell at NewYork-Presbyterian, Department of Radiology, New York, NYUSA
| | - Lars J Grimm
- Duke University Medical Center, Department of Radiology, Durham, NC, USA
| | - Khai Tran
- SutterHealth, Breast Imaging Division, Sacramento, CA, USA
| | - Brian N Dontchos
- Massachusetts General Hospital, Department of Radiology, Boston, MA, USA
| | - Stamatia Destounis
- Elizabeth Wende Breast Care, Department of Radiology, Rochester, NY, USA
| | - Vandana Dialani
- Beth Israel Lahey Health, Department of Radiology, Boston, MA, USA
| | - Basak Dogan
- The University of Texas Southwestern Medical Center, Department of Radiology, Dallas, TX, USA
| | - Emily Sonnenblick
- Icahn School of Medicine at Mount Sinai, Department of Radiology, New York, NY, USA
| | - Margarita Zuley
- University of Pittsburgh, Department of Radiology, Pittsburgh, PA, USA
| | - Hannah S Milch
- David Geffen School of Medicine at UCLA, Department of Radiology, Los Angeles, CA, USA
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49
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Nyante SJ, Benefield TS, Kuzmiak CM, Earnhardt K, Pritchard M, Henderson LM. Population-level impact of coronavirus disease 2019 on breast cancer screening and diagnostic procedures. Cancer 2021; 127:2111-2121. [PMID: 33635541 PMCID: PMC8013451 DOI: 10.1002/cncr.33460] [Citation(s) in RCA: 47] [Impact Index Per Article: 15.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2020] [Revised: 12/22/2020] [Accepted: 12/24/2020] [Indexed: 12/17/2022]
Abstract
BACKGROUND To understand how health care delays may affect breast cancer detection, the authors quantified changes in breast‐related preventive and diagnostic care during the coronavirus disease 2019 (COVID‐19) pandemic. METHODS Eligible women (N = 39,444) were aged ≥18 years and received a screening mammogram, diagnostic mammogram, or breast biopsy between January 1, 2019 and September 30, 2020, at 7 academic and community breast imaging facilities in North Carolina. Changes in the number of mammography or breast biopsy examinations after March 3, 2020 (the first COVID‐19 diagnosis in North Carolina) were evaluated and compared with the expected numbers based on trends between January 1, 2019 and March 2, 2020. Changes in the predicted mean monthly number of examinations were estimated using interrupted time series models. Differences in patient characteristics were tested using least squares means regression. RESULTS Fewer examinations than expected were received after the pandemic's onset. Maximum reductions occurred in March 2020 for screening mammography (−85.1%; 95% CI, −100.0%, −70.0%) and diagnostic mammography (−48.9%; 95% CI, −71.7%, −26.2%) and in May 2020 for biopsies (−40.9%; 95% CI, −57.6%, −24.3%). The deficit decreased gradually, with no significant difference between observed and expected numbers by July 2020 (diagnostic mammography) and August 2020 (screening mammography and biopsy). Several months after the pandemic's onset, women who were receiving care had higher predicted breast cancer risk (screening mammography, P < .001) and more commonly lacked insurance (diagnostic mammography, P < .001; biopsy, P < .001) compared with the prepandemic population. CONCLUSIONS Pandemic‐associated deficits in the number of breast examinations decreased over time. Utilization differed by breast cancer risk and insurance status, but not by age or race/ethnicity. Long‐term studies are needed to clarify the contribution of these trends to breast cancer disparities. In this observational study, the use of screening mammography, diagnostic mammography, and breast biopsy is significantly lower than expected after the onset of the COVID‐19 pandemic in North Carolina, but the deficits decrease over time. Health insurance status and predicted breast cancer risk are identified as predictors of mammography and biopsy receipt during the pandemic.
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Affiliation(s)
- Sarah J Nyante
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Thad S Benefield
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Cherie M Kuzmiak
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Kathryn Earnhardt
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Michael Pritchard
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
| | - Louise M Henderson
- Department of Radiology, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina.,Lineberger Comprehensive Cancer Center, University of North Carolina at Chapel Hill, Chapel Hill, North Carolina
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50
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Wong WL, Ross P, Peters K, Frenz M, Hai T, Ridgeon A, Toop R, Strouhal P, Bomanji J. The COVID-19 pandemic: impact on NHS England PET-CT services and lessons learnt. Nucl Med Commun 2021; 42:127-137. [PMID: 33315728 PMCID: PMC7808358 DOI: 10.1097/mnm.0000000000001346] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/26/2020] [Accepted: 11/16/2020] [Indexed: 01/08/2023]
Abstract
PURPOSE The purpose of the study was to examine the impact of the first wave of COVID-19 on National Health Service (NHS) 18F-fluorodeoxyglucose positron emission tomography computed tomography (FDG PET-CT) scanning activity across England. METHODS Monthly FDG PET-CT scanning activity was collected from 41/48 NHS England provider sites. Data from 31/41 sites were stratified by nononcology/oncology, cancer type, with lung cancer and lymphoma split into specific indications, turn-around times and delays due to radiotracer. RESULTS In April and May 2020, a 32 and 31% decrease in activity was observed, a larger decrease for noncancer compared with cancer FDG PET-CT. In June 2020, activity started to recover with 6% fewer scans recorded compared with June 2019. Of the six most common indications, lung and oesophageal cancer had the largest decrease in activity and slowest recovery. Lymphoma and melanoma showed the smallest decrease and fastest recovery. Lung cancer scans for initial diagnosis/staging saw the largest fall and slowest recovery compared with scans for known lung cancer. There was no percentage increase in overall turn-around time compared with the same months in 2019, and no increase in turn-around time of more than 7 working days due to FDG supply during April and May 2020 compared with the 3 previous months. CONCLUSIONS There is no correlation between FDG PET-CT activity (fall and recovery) in England and the ability to provide the service by NHS England. It most likely reflects a combination of changes in health-seeking behaviour, NHS health policy and a decrease in the use of investigations that carry a high risk of COVID-19 transmission.
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Affiliation(s)
- Wai Lup Wong
- PET CT Department, Strickland Scanner Centre Mount Vernon Hospital, Northwood; NHS England and NHS Improvement (Specialised Services), Skipton House
| | - Peter Ross
- Department of Management, Birkbeck University of London, London
| | - Kevin Peters
- NHS England and NHS Improvement (Yorkshire and The Humber Specialised Commissioning Team), Quarry House, Leeds
| | - Marion Frenz
- Department of Management, Birkbeck University of London, London
| | - Tong Hai
- Department of Mathematical Science, Faculty of Social Science, University of Southampton, Southampton
| | - Alex Ridgeon
- Specialised Commissioning, NHS England and NHS Improvement (East of England), Victoria House, Capital Park, Fulbourne, Cambridge
| | - Ralph Toop
- InHealth Beechwood Hall Kingsmead Road, High Wycombe
| | - Peter Strouhal
- Alliance Medical Ltd, Iceni Centre, Warwick Technology Park, Warwick
| | - Jamshed Bomanji
- PET CT Department, Strickland Scanner Centre Mount Vernon Hospital, Northwood; NHS England and NHS Improvement (Specialised Services), Skipton House
- Department of Management, Birkbeck University of London, London
- NHS England and NHS Improvement (Yorkshire and The Humber Specialised Commissioning Team), Quarry House, Leeds
- Department of Management, Birkbeck University of London, London
- Department of Mathematical Science, Faculty of Social Science, University of Southampton, Southampton
- Specialised Commissioning, NHS England and NHS Improvement (East of England), Victoria House, Capital Park, Fulbourne, Cambridge
- InHealth Beechwood Hall Kingsmead Road, High Wycombe
- Alliance Medical Ltd, Iceni Centre, Warwick Technology Park, Warwick
- Institute of Nuclear Medicine, University College Hospital, London, UK
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