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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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2
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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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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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Patel K, Rashid A, Spear L, Gholamrezanezhad A. A Global Review of the Impacts of the Coronavirus (COVID-19) Pandemic on Radiology Practice, Finances, and Operations. Life (Basel) 2023; 13:life13040962. [PMID: 37109491 PMCID: PMC10146527 DOI: 10.3390/life13040962] [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: 03/07/2023] [Revised: 03/30/2023] [Accepted: 04/04/2023] [Indexed: 04/29/2023] Open
Abstract
The Coronavirus Disease 2019 (COVID-19) pandemic ushered in rapid changes in healthcare, including radiology, globally. This review discusses the impact of the pandemic on various radiology departments globally. We analyze the implications of the COVID-19 pandemic on the imaging volumes, finances, and clinical operations of radiology departments in 2020. Studies from health systems and outpatient imaging centers were analyzed, and the activity throughout 2020 was compared to the pre-pandemic activity, including activity during similar timeframes in 2019. Imaging volumes across modalities, including MRI and CT scans, were compared, as were the Relative Value Units (RVUs) for imaging finances. Furthermore, we compared clinical operations, including staffing and sanitation procedures. We found that imaging volumes in private practices and academic centers decreased globally. The decreases in volume could be attributed to delayed patient screenings, as well as the implementation of protocols, such as the deep cleaning of equipment between patients. Revenues from imaging also decreased globally, with many institutions noting a substantial decline in RVUs and revenue compared with pre-COVID-19 levels. Our analysis thus found significant changes in the volumes, finances, and operations of radiology departments due to the COVID-19 pandemic.
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Affiliation(s)
- Kishan Patel
- Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Arnav Rashid
- Department of Biological Sciences, Dana and David Dornsife College of Letters, Arts, and Sciences, University of Southern California, Los Angeles, CA 90089, USA
| | - Luke Spear
- Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
| | - Ali Gholamrezanezhad
- Department of Radiology, Keck School of Medicine, University of Southern California, Los Angeles, CA 90033, USA
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Ho ML, Arnold CW, Decker SJ, Hazle JD, Krupinski EA, Mankoff DA. Institutional Strategies to Maintain and Grow Imaging Research During the COVID-19 Pandemic. Acad Radiol 2023; 30:631-639. [PMID: 36764883 PMCID: PMC9816088 DOI: 10.1016/j.acra.2022.12.045] [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: 10/24/2022] [Revised: 12/23/2022] [Accepted: 12/24/2022] [Indexed: 01/09/2023]
Abstract
Understanding imaging research experiences, challenges, and strategies for academic radiology departments during and after COVID-19 is critical to prepare for future disruptive events. We summarize key insights and programmatic initiatives at major academic hospitals across the world, based on literature review and meetings of the Radiological Society of North America Vice Chairs of Research (RSNA VCR) group. Through expert discussion and case studies, we provide suggested guidelines to maintain and grow radiology research in the postpandemic era.
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Affiliation(s)
- Mai-Lan Ho
- Nationwide Children's Hospital and The Ohio State University, Columbus, Ohio.
| | | | | | - John D. Hazle
- The University of Texas MD Anderson Cancer Center, Houston, Texas
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Gaetke-Udager K, Mahoney M, Omary RA, Chan S, Ros PR. The 2022 AUR Academic Radiology and Industry Leaders Roundtable. Acad Radiol 2022:S1076-6332(22)00594-3. [DOI: 10.1016/j.acra.2022.11.003] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2022] [Accepted: 11/01/2022] [Indexed: 11/22/2022]
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7
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Wismüller A, DSouza AM, Abidin AZ, Ali Vosoughi M, Gange C, Cortopassi IO, Bozovic G, Bankier AA, Batra K, Chodakiewitz Y, Xi Y, Whitlow CT, Ponnatapura J, Wendt GJ, Weinberg EP, Stockmaster L, Shrier DA, Shin MC, Modi R, Lo HS, Kligerman S, Hamid A, Hahn LD, Garcia GM, Chung JH, Altes T, Abbara S, Bader AS. Early-stage COVID-19 pandemic observations on pulmonary embolism using nationwide multi-institutional data harvesting. NPJ Digit Med 2022; 5:120. [PMID: 35986059 PMCID: PMC9388980 DOI: 10.1038/s41746-022-00653-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Accepted: 07/06/2022] [Indexed: 11/29/2022] Open
Abstract
We introduce a multi-institutional data harvesting (MIDH) method for longitudinal observation of medical imaging utilization and reporting. By tracking both large-scale utilization and clinical imaging results data, the MIDH approach is targeted at measuring surrogates for important disease-related observational quantities over time. To quantitatively investigate its clinical applicability, we performed a retrospective multi-institutional study encompassing 13 healthcare systems throughout the United States before and after the 2020 COVID-19 pandemic. Using repurposed software infrastructure of a commercial AI-based image analysis service, we harvested data on medical imaging service requests and radiology reports for 40,037 computed tomography pulmonary angiograms (CTPA) to evaluate for pulmonary embolism (PE). Specifically, we compared two 70-day observational periods, namely (i) a pre-pandemic control period from 11/25/2019 through 2/2/2020, and (ii) a period during the early COVID-19 pandemic from 3/8/2020 through 5/16/2020. Natural language processing (NLP) on final radiology reports served as the ground truth for identifying positive PE cases, where we found an NLP accuracy of 98% for classifying radiology reports as positive or negative for PE based on a manual review of 2,400 radiology reports. Fewer CTPA exams were performed during the early COVID-19 pandemic than during the pre-pandemic period (9806 vs. 12,106). However, the PE positivity rate was significantly higher (11.6 vs. 9.9%, p < 10-4) with an excess of 92 PE cases during the early COVID-19 outbreak, i.e., ~1.3 daily PE cases more than statistically expected. Our results suggest that MIDH can contribute value as an exploratory tool, aiming at a better understanding of pandemic-related effects on healthcare.
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Affiliation(s)
- Axel Wismüller
- Department of Imaging Sciences, University of Rochester Medical Center, Rochester, NY, USA
- Department of Biomedical Engineering, University of Rochester Medical Center, Rochester, NY, USA
- Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY, USA
- Faculty of Medicine, Ludwig Maximilian University of Munich, Munich, Germany
| | - Adora M DSouza
- Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY, USA
| | - Anas Z Abidin
- Department of Biomedical Engineering, University of Rochester Medical Center, Rochester, NY, USA
| | - M Ali Vosoughi
- Department of Electrical and Computer Engineering, University of Rochester, Rochester, NY, USA
| | - Christopher Gange
- Department of Radiology & Biomedical Sciences, Yale University School of Medicine, New Haven, CT, USA
| | - Isabel O Cortopassi
- Department of Radiology, Mayo Clinic College of Medicine and Science, Jacksonville, FL, USA
| | - Gracijela Bozovic
- Department of Radiology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Alexander A Bankier
- Department of Radiology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Kiran Batra
- Department of Radiology, University of Texas, Southwestern Medical Center, Dallas, TX, USA
| | - Yosef Chodakiewitz
- Department of Imaging, S. Mark Taper Foundation Imaging Center, Cedars-Sinai Medical Center, Los Angeles, CA, USA
| | - Yin Xi
- Department of Radiology, University of Texas, Southwestern Medical Center, Dallas, TX, USA
| | | | | | - Gary J Wendt
- Department of Radiology, University of Wisconsin, Madison, WI, USA
| | - Eric P Weinberg
- Department of Imaging Sciences, University of Rochester Medical Center, Rochester, NY, USA
| | - Larry Stockmaster
- Department of Imaging Sciences, University of Rochester Medical Center, Rochester, NY, USA
| | - David A Shrier
- Department of Imaging Sciences, University of Rochester Medical Center, Rochester, NY, USA
| | - Min Chul Shin
- Department of Radiology, Christiana Care Health System, Newark, DE, USA
| | - Roshan Modi
- Department of Radiology, Christiana Care Health System, Newark, DE, USA
| | - Hao Steven Lo
- Department of Radiology, University of Massachusetts Chan Medical School, Worcester, MA, USA
| | - Seth Kligerman
- Department of Radiology, University of California, San Diego, San Diego, CA, USA
| | - Aws Hamid
- Emory University School of Medicine, Department of Radiology and Imaging Sciences, Atlanta, GA, USA
| | - Lewis D Hahn
- Department of Radiology, University of California, San Diego, San Diego, CA, USA
| | | | - Jonathan H Chung
- Department of Radiology, University of Chicago, Chicago, IL, USA
| | | | - Suhny Abbara
- Department of Radiology, University of Texas, Southwestern Medical Center, Dallas, TX, USA
| | - Anna S Bader
- Department of Radiology & Biomedical Sciences, Yale University School of Medicine, New Haven, CT, USA.
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Soulez G, Kielar A, Hurrell C, Schmidt H. Restoring Timely Access to Medical Imaging in Canada: A Prescription for Renewed Radiology Investments. Can Assoc Radiol J 2022; 73:448-449. [PMID: 35124980 DOI: 10.1177/08465371221075617] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/29/2022] Open
Affiliation(s)
- Gilles Soulez
- Department of Radiology, Radiation Oncology and Nuclear Medicine, 25443Centre Hospitalier de L'Université de Montréal (CHUM), Montréal, QC, Canada
| | - Ania Kielar
- Department of Medical Imaging, 7938University of Toronto, Toronto, ON, Canada
| | - Casey Hurrell
- Canadian Association of Radiologists, Ottawa, ON, Canada
| | - Heidi Schmidt
- Department of Medical Imaging, 7938University of Toronto, Toronto, ON, Canada
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Gifford L, Johnson CC, Haque N, Passalacqua KD, Swiderek J, Kalkanis S. COVID-19 in the hotspot of Metropolitan Detroit: A multi-faceted health system experience. Int J Health Plann Manage 2021; 37:657-672. [PMID: 34859491 PMCID: PMC9015618 DOI: 10.1002/hpm.3392] [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: 02/04/2021] [Revised: 06/02/2021] [Accepted: 11/14/2021] [Indexed: 12/02/2022] Open
Abstract
Health systems were abruptly plunged into a crisis as SARS‐CoV‐2 exploded into a pandemic in spring 2020. In March‐April 2020, Metropolitan Detroit was a US “hotspot.” As a large health system with five hospitals and two behavioural health inpatient facilities, a health insurance company, a medical group and physician network, and 41 ambulatory clinics normally hosting over 10,000 daily patient encounters, the Henry Ford Health System deployed numerous strategies in the management of this upheaval. As hospitals and Emergency Departments were inundated with COVID‐19 patients, other services and activities needed to shut down as state‐mandated policies were promulgated, new internal and external communication networks established, and management of employees and resources such as ventilators, ICU beds, personal protective equipment, and laboratory supplies became critical challenges. We describe herein the system‐wide strategies implemented and lessons learned in the operation of a health system in the initial throes of a global pandemic. A pandemic rapid response requires coordination of multiple facets of a health system, best led by a highly centralised incident command model. Regular and frequent (at least daily) communication with a wide range of leaders is paramount. Early and constant attention to IT infrastructure for data and communications is essential. Frequent coordination and communication with the local community and local and regional health care organisations and government agencies are critical. Establishment of a pandemic‐specific structure for education and research activities is crucial, including a system for ongoing monitoring of public data and pandemic‐related literature on topics ranging from epidemiology to infection control to treatment. Continuing attention needs to be paid to acknowledging and mitigating the psychological impacts of a pandemic on patients, families and staff.
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Affiliation(s)
- Linda Gifford
- Henry Ford Medical Group AdministrationHenry Ford Health SystemDetroitMIUSA
| | | | - Nadia Haque
- Department of NeurosurgeryHenry Ford Health SystemDetroitMIUSA
| | | | - Jennifer Swiderek
- Department of Internal Medicine, Division of Pulmonary & Critical Care MedicineHenry Ford Health SystemDetroitMIUSA
| | - Steven Kalkanis
- Henry Ford Medical Group AdministrationHenry Ford Health SystemDetroitMIUSA
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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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Significant Decrease in Annual Cancer Diagnoses in Spain during the COVID-19 Pandemic: A Real-Data Study. Cancers (Basel) 2021; 13:cancers13133215. [PMID: 34203185 PMCID: PMC8267675 DOI: 10.3390/cancers13133215] [Citation(s) in RCA: 28] [Impact Index Per Article: 9.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/02/2021] [Revised: 06/20/2021] [Accepted: 06/25/2021] [Indexed: 01/09/2023] Open
Abstract
The COVID-19 pandemic has caused a profound change in health organizations at both the primary and hospital care levels. This cross-sectional study aims to investigate the impact of the COVID-19 pandemic in the annual rate of new cancer diagnosis in two university-affiliated hospitals. This study includes all the patients with a pathological diagnosis of cancer attended in two hospitals in Málaga (Spain) during the first year of pandemic. This study population was compared with the patients diagnosed during the previous year 2019. To analyze whether the possible differences in the annual rate of diagnoses were due to the pandemic or to other causes, the patients diagnosed during 2018 and 2017 were also compared. There were 2340 new cancer diagnosis compared to 2825 patients in 2019 which represented a decrease of -17.2% (p = 0.0001). Differences in the number of cancer patients diagnosed between 2018 and 2019 (2840 new cases; 0.5% increase) or 2017 and 2019 (2909 new cases; 3% increase) were not statistically significant. The highest number of patients lost from diagnosis in 2020 was in breast cancer (-26.1%), colorectal neoplasms (-16.9%), and head and neck tumors (-19.8%). The study of incidence rates throughout the first year of the COVID-19 pandemic shows that the diagnosis of new cancer patients has been significantly impaired. Health systems must take the necessary measures to restore pre-pandemic diagnostic procedures and to recover lost patients who have not been diagnosed.
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Rangachari P, Mushiana SS, Herbert K. A Narrative Review of Factors Historically Influencing Telehealth Use across Six Medical Specialties in the United States. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18094995. [PMID: 34066829 PMCID: PMC8125887 DOI: 10.3390/ijerph18094995] [Citation(s) in RCA: 20] [Impact Index Per Article: 6.7] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 04/21/2021] [Revised: 04/30/2021] [Accepted: 05/04/2021] [Indexed: 12/13/2022]
Abstract
Prior to the COVID-19 pandemic, studies in the US have identified wide variations in telehealth use across medical specialties. This is an intriguing problem, because the US has historically lacked a standardized set of telehealth coverage and reimbursement policies, which has posed a barrier to telehealth use across all specialties. Although all medical specialties in the US have been affected by these macro (policy-level) barriers, some specialties have been able to integrate telehealth use into mainstream practice, while others are just gaining momentum with telehealth during COVID-19. Although the temporary removal of policy (coverage) restrictions during the pandemic has accelerated telehealth use, uncertainties remain regarding future telehealth sustainability. Since macro (policy-level) factors by themselves do not serve to explain the variation in telehealth use across specialties, it would be important to examine meso (organizational-level) and micro (individual-level) factors historically influencing telehealth use across specialties, to understand underlying reasons for variation and identify implications for widespread sustainability. This paper draws upon the existing literature to develop a conceptual framework on macro-meso-micro factors influencing telehealth use within a medical specialty. The framework is then used to guide a narrative review of the telehealth literature across six medical specialties, including three specialties with lower telehealth use (allergy-immunology, family medicine, gastroenterology) and three with higher telehealth use (psychiatry, cardiology, radiology) in the US, in order to synthesize themes and gain insights into barriers and facilitators to telehealth use. In doing so, this review addresses a gap in the literature and provides a foundation for future research. Importantly, it helps to identify implications for ensuring widespread sustainability of telehealth use in the post-pandemic future.
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Affiliation(s)
- Pavani Rangachari
- Department of Interdisciplinary Health Sciences Augusta University, Augusta, GA 30912, USA
- Department of Family Medicine, Augusta University, Augusta, GA 30912, USA
- Correspondence: ; Tel.: +1-706-721-2622
| | - Swapandeep S. Mushiana
- School of Nursing and Health Professions, University of San Francisco, San Francisco, CA 94117, USA;
| | - Krista Herbert
- Department of Clinical Psychology, Rowan University, Glassboro, NJ 08028, USA;
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Vollmer I. Thoracic ultrasound in viral infections. RADIOLOGIA 2021. [DOI: 10.1016/j.rxeng.2021.03.002] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/21/2022]
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14
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Poyiadji N, Klochko C, Palazzolo J, Brown ML, Griffith B. Impact of the COVID-19 pandemic on radiology physician work RVUs at a large subspecialized radiology practice. Clin Imaging 2021; 73:38-42. [PMID: 33302235 PMCID: PMC7718781 DOI: 10.1016/j.clinimag.2020.11.046] [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: 08/11/2020] [Revised: 11/13/2020] [Accepted: 11/24/2020] [Indexed: 11/26/2022]
Abstract
PURPOSE As the COVID-19 pandemic continues, efforts by radiology departments to protect patients and healthcare workers and mitigate disease spread have reduced imaging volumes. This study aims to quantify the pandemic's impact on physician productivity across radiology practice areas as measured by physician work Relative Value Units (wRVUs). MATERIALS AND METHODS All signed diagnostic and procedural radiology reports were curated from January 1st to July 1st of 2019 and 2020. Physician work RVUs were assigned to each study type based on the Medicare Physician Fee Schedule. Utilizing divisional assignments, radiologist schedules were mapped to each report to generate a sum of wRVUs credited to that division for each week. Differential impact on divisions were calculated relative to a matched timeframe in 2019 and a same length pre-pandemic time period in 2020. RESULTS All practice areas saw a substantial decrease in wRVUs from the 2020 pre- to intra-pandemic time period with a mean decrease of 51.5% (range 15.4%-76.9%). The largest declines were in Breast imaging, Musculoskeletal, and Neuroradiology, which had decreases of 76.9%, 75.3%, and 67.5%, respectively. The modalities with the greatest percentage decrease were mammography, MRI, and non-PET nuclear medicine. CONCLUSION All radiology practice areas and modalities experienced a substantial decrease in wRVUs. The greatest decline was in Breast imaging, Neuroradiology, and Musculoskeletal radiology. Understanding the differential impact of the pandemic on practice areas will help radiology departments prepare for the potential depth and duration of the pandemic by better understanding staffing needs and the financial effects.
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Affiliation(s)
- Neo Poyiadji
- Department of Radiology, Henry Ford Health System, 2799 W Grand Blvd, Detroit, MI 48202, United States of America.
| | - Chad Klochko
- Department of Radiology, Henry Ford Health System, 2799 W Grand Blvd, Detroit, MI 48202, United States of America.
| | - Josie Palazzolo
- Department of Radiology, Henry Ford Health System, 2799 W Grand Blvd, Detroit, MI 48202, United States of America.
| | - Manuel L Brown
- Department of Radiology, Henry Ford Health System, 2799 W Grand Blvd, Detroit, MI 48202, United States of America.
| | - Brent Griffith
- Department of Radiology, Henry Ford Health System, 2799 W Grand Blvd, Detroit, MI 48202, United States of America.
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15
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COVID-19: A call for mentorship in radiology. Clin Imaging 2021; 79:48-51. [PMID: 33872916 PMCID: PMC8452276 DOI: 10.1016/j.clinimag.2021.04.003] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/09/2020] [Revised: 03/15/2021] [Accepted: 04/08/2021] [Indexed: 01/20/2023]
Abstract
During the COVID-19 pandemic, mentorship relationships have undergone significant strain. Sudden changes in the practice environment have caused radiologists to focus their attention to more immediate and essential clinical needs, thus leaving important extracurricular non-clinical endeavors like mentorship by the wayside. However, mentorship is essential more than ever during the pandemic to build strength and resilience in radiology. Specifically, mentorship can foster job resilience, facilitate career development, promote diversity, support wellness, and stimulate future practice growth during this pandemic. Practical actions are described that mentors can follow to help develop and sustain mentorship relationships during the pandemic. Summary Mentorship is critical now during the COVID-19 pandemic to build strength and resilience in radiology.
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16
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Chang G, Doshi A, Chandarana H, Recht M. Impact of COVID-19 Workflow Changes on Patient Throughput at Outpatient Imaging Centers. Acad Radiol 2021; 28:297-306. [PMID: 33516590 PMCID: PMC7831631 DOI: 10.1016/j.acra.2020.12.016] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/22/2020] [Revised: 12/20/2020] [Accepted: 12/22/2020] [Indexed: 01/04/2023]
Abstract
Rationale and Objectives To determine the impact of COVID-19 workflow changes on patient throughput at the outpatient imaging facilities of a large healthcare system in New York City. Materials and Methods COVID-19 workflow changes to permit social distancing and patient and staff safety included screening at the time of scheduling, encouraging patients to use our digital platform to complete registration/safety forms prior to appointments, stationing screeners at all entrances, limiting waiting room capacity, implementing a texting system to notify patients of delays, limiting dressing room use by encouraging patients to wear exam-appropriate clothing, and accelerating MRI protocols without reducing image quality. We assessed patients’ pre-exam wait times, MR exam times, overall time spent on site, and registration for and use of the digital portal before (February 2020) and after (June 2020) implementation of these measures. Results Across 17 outpatient imaging centers, workflow changes resulted in a 23.1% reduction (-6.8 minutes) in all patients’ pre-exam wait times (p <0.00001). Pre-exam wait times for MRI, CT, ultrasound, x-ray, and mammography decreased 28.4% (-10.3 minutes), 16.5% (-6.7 minutes), 25.3% (-7.7 minutes), 22.8% (-3.7 minutes), and 23.9% (-5.0 minutes), respectively (p < 0.00001 for all). MR exam times decreased 9.7% (-3.5 minutes) and patients’ overall time on site decreased 15.2% (-8.0 minutes). The proportions of patients actively using the digital patient portal (56.1%–70.1%) and completing forms electronically prior to arrival (24.9%–47.1%) increased (p < 0.0001 for both). Conclusion Workflow changes necessitated by the COVID-19 pandemic to ensure safety of patients and staff have permitted higher outpatient throughput.
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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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18
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Coppola F, Faggioni L, Neri E, Grassi R, Miele V. Impact of the COVID-19 outbreak on the profession and psychological wellbeing of radiologists: a nationwide online survey. Insights Imaging 2021; 12:23. [PMID: 33595747 PMCID: PMC7887566 DOI: 10.1186/s13244-021-00962-2] [Citation(s) in RCA: 12] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/09/2020] [Accepted: 01/04/2021] [Indexed: 01/08/2023] Open
Abstract
Background The COVID-19 outbreak has played havoc within healthcare systems, with radiology sharing a substantial burden. Our purpose is to report findings from a survey on the crisis impact among members of the Italian Society of Medical and Interventional Radiology (SIRM). Methods All members were invited to a 42-question online survey about the impact of the COVID-19 outbreak on personal and family life, professional activity, socioeconomic and psychological condition. Participants were classified based on working in the most severely affected Italian regions (“hot regions”) or elsewhere. Results A total of 2150 radiologists joined the survey. More than 60% of respondents estimated a workload reduction greater than 50%, with a higher prevalence among private workers in hot regions (72.7% vs 66.5% elsewhere, p = 0.1010). Most respondents were concerned that the COVID-19 outbreak could impact the management of non-COVID-19 patients and expected a work overload after the crisis. More than 40% were moderately or severely worried that their professional activity could be damaged, and most residents believed that their training had been affected. More than 50% of respondents had increased emotional stress at work, including moderate or severe symptoms due to sleep disturbances, feeling like living in slow motion and having negative thoughts, those latter being more likely in single-living respondents from hot regions [log OR 0.7108 (CI95% 0.3445 ÷ 1.0770), p = 0.0001]. Conclusions The COVID-19 outbreak has had a sensible impact on the working and personal life of SIRM members, with more specific criticalities in hot regions. Our findings could aid preserving the radiologists’ wellbeing after the crisis.
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Affiliation(s)
- Francesca Coppola
- Department of Radiology, IRCCS Azienda Ospedaliero-Universitaria di Bologna, Bologna, Italy
| | - Lorenzo Faggioni
- Department of Translational Research, University of Pisa, Via Roma, 67, 56126, Pisa, Italy.
| | - Emanuele Neri
- Department of Translational Research, University of Pisa, Via Roma, 67, 56126, Pisa, Italy.,SIRM Foundation, Italian Society of Medical and Interventional Radiology, Milan, Italy
| | - Roberto Grassi
- Department of Precision Medicine, University of Campania, Naples, Italy
| | - Vittorio Miele
- Department of Radiology, Azienda Ospedaliero-Universitaria Careggi, Florence, Italy
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Abstract
"Starting in Wuhan, China, followed quickly in the United States in January 2020, an outbreak of a novel coronavirus, or COVID-19, escalated to a global pandemic by March. Significant disruptions occurred to breast imaging, including deferred screening mammography, triaging diagnostic breast imaging, and changes in breast cancer care algorithms. This article summarizes the effect of the global pandemic-and efforts to curtail its spread-on both breast cancer care and on breast imaging practices including effects on patients, clinical workflow, education, and research."
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Affiliation(s)
- Phoebe E Freer
- Breast Imaging, Department of Radiology and Imaging Sciences, University of Utah Health / Huntsman Cancer Institute, 30 North 1900 East #1A071, Salt Lake City, UT 84132, USA.
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20
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Rainford LA, Zanardo M, Buissink C, Decoster R, Hennessy W, Knapp K, Kraus B, Lanca L, Lewis S, Mahlaola TB, McEntee M, O'Leary D, Precht H, Starc T, McNulty JP. The impact of COVID-19 upon student radiographers and clinical training. Radiography (Lond) 2020; 27:464-474. [PMID: 33223416 PMCID: PMC7834574 DOI: 10.1016/j.radi.2020.10.015] [Citation(s) in RCA: 33] [Impact Index Per Article: 8.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/01/2020] [Revised: 10/18/2020] [Accepted: 10/20/2020] [Indexed: 02/07/2023]
Abstract
Introduction To investigate student clinical placement concerns and opinions, during the initial COVID-19 pandemic outbreak and to inform educational institution support planning. Methods Between mid-June to mid-July 2020, educational institutions from 12 countries were invited to participate in an online survey designed to gain student radiographer opinion from a wide geographical spread and countries with varying levels of COVID-19 cases. Results 1277 respondents participated, of these 592 had completed clinical placements during January to June 2020. Accommodation and cohabiting risks were identified as challenging, as was isolation from family, travel to clinical placements, and to a lesser extent childcare. Students stated they had been affected by the feeling of isolation and concerns about the virus whilst on placement. Overall 35.4% of all respondents were ‘Not at all worried’ about being a radiographer, however, 64.6% expressed varying levels of concern and individual domestic or health situations significantly impacted responses (p ≤ 0.05). Year 4 students and recent graduates were significantly more likely to be ‘Not worried at all’ compared to Year 2 and 3 students (p ≤ 0.05). The need for improved communication regarding clinical placements scheduling was identified as almost 50% of students on clinical placements between January to June 2020 identified the completion of assessments as challenging. Furthermore, only 66% of respondents with COVID-19 imaging experience stated being confident with personal protective equipment (PPE) use. Conclusion Student radiographers identified key challenges which require consideration to ensure appropriate measures are in place to support their ongoing needs. Importantly PPE training is required before placement regardless of prior COVID-19 imaging experience. Implications for practice As the next academic year commences, the study findings identify important matters to be considered by education institutions with responsibility for Radiography training and as students commence clinical placements during the on-going global COVID-19 pandemic.
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Affiliation(s)
- L A Rainford
- Radiography and Diagnostic Imaging, School of Medicine, University College Dublin, Ireland.
| | - M Zanardo
- Department of Biomedical Sciences for Health, Università degli Studi di Milano, Italy; Italian Federation of Scientific Radiographers Societies, Italy.
| | - C Buissink
- Department of Medical Imaging and Radiation Therapy, Hanze University of Applied Sciences, Groningen, Netherlands.
| | - R Decoster
- Medical Imaging and Radiotherapy, Odisee University of Applied Sciences, Brussels, Belgium.
| | - W Hennessy
- Diagnostic Imaging, Quinnipiac University, Connecticut, USA.
| | - K Knapp
- College of Medicine and Health, University of Exeter, UK.
| | - B Kraus
- Department Health Sciences, Radiological Technology, University of Applied Sciences, FH Campus Wien, Austria.
| | - L Lanca
- Singapore Institute of Technology, Health and Social Sciences Cluster, Singapore.
| | - S Lewis
- Discipline of Medical Imaging Science, School of Health Sciences, Faculty of Medicine and Health, The University of Sydney, Australia.
| | - T B Mahlaola
- Department of Medical Imaging and Radiation Sciences, University of Johannesburg, South Africa.
| | - M McEntee
- Discipline of Medical Imaging and Radiation Therapy, School of Medicine, University College Cork, Ireland.
| | - D O'Leary
- School of Allied Health Professionals, Keele University, UK.
| | - H Precht
- Department of Clinical Research, University of Southern Denmark, Odense, Denmark.
| | - T Starc
- Faculty of Health Sciences, University of Ljubljana, Slovenia.
| | - J P McNulty
- Radiography and Diagnostic Imaging, School of Medicine, University College Dublin, Ireland.
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