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Siewert B, Ayyala R. Moral Distress, Moral Injury, and Burnout in Radiology Practice. Radiology 2025; 315:e241174. [PMID: 40392088 DOI: 10.1148/radiol.241174] [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: 05/22/2025]
Abstract
Moral distress, which causes burnout, is a growing issue in health care since its initial description in 1984. The relationship among moral distress, moral injury (sustained moral distress), and burnout is critical to understanding the implications for physicians' mental and physical health and the impact on patient care. Moral distress can lead to an increase in medical errors and result in low quality of care for patients. There are five common causes of moral distress in radiology that can affect patient care. These include high workload, lack of leadership support, clinical demands interfering with teaching mission, lack of team communication, and disregard for professional expertise by pressuring radiologists to perform unnecessary or inappropriate imaging. This article analyzes current work environment challenges contributing to these issues, including causes of high workload, staffing crisis in radiology, and lack of time for nonclinical missions (eg, teaching, research, continuing medical education, practice building, reading literature, mentoring, and society volunteering). Moral distress and intention to leave were compared between radiology and other specialties. Concrete solutions to address causes of moral distress are outlined. These solutions include developing guidelines for safe workloads, servant leadership models, and tips for maintaining the teaching mission in a busy academic work environment and improving communication between clinicians. Possible solutions to national problems such as high workload, reduction of inappropriate imaging, seeking reimbursement for noninterpretative tasks, and short staffing are also described.
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Affiliation(s)
- Bettina Siewert
- Beth Israel Deaconess Medical Center, 330 Brookline Ave, Boston, MA 02115
| | - Rama Ayyala
- Cincinnati Children's Hospital, Cincinnati, Ohio
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Roth CG, Udare AS, Naringrekar HV, Kania LM, Mitchell DG. "My attending really wants it!" Manual clinical decision support adjudicating the "better look" inpatient MRI at an academic medical center. Curr Probl Diagn Radiol 2024; 53:583-587. [PMID: 38777714 DOI: 10.1067/j.cpradiol.2024.05.016] [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: 02/19/2024] [Accepted: 05/02/2024] [Indexed: 05/25/2024]
Abstract
OBJECTIVE MRI utilization in the United States is relatively higher than in other parts of the world and inpatient MRI utilization is particularly difficult to manage given the lack of direct reimbursement. Body MRI studies present an opportunity to reduce inpatient MRI utilization since they are generally the least emergent. Our objective was to use a targeted questionnaire to probe the necessity of inpatient body MRI orders and present an opportunity to either cancel them or transition them to the outpatient realm METHODS: A 9-item questionnaire was devised asking questions about the urgency of the inpatient MRI order including the urgent management question, an inpatient procedure or whether it was recommended by a consultant. Peer-to-peer discussion walking through each of the questions was conducted by radiology housestaff with the ordering clinicians and responses recorded. RESULTS 845 recorded responses reported a lack of specific clinical question in 23.9% of orders, 68.9% were recommended by a non-radiology consulting service and 16.1% were recommended by radiology studies. 17.0% orders were felt to be outpatient appropriate and 23.3% were considered possibly appropriate for the outpatient setting. 3.9% were canceled and 4.9% were transitioned to outpatient orders. DISCUSSION Engaging in a focused discussion about the urgency and appropriateness of an inpatient MRI body order following a list of scripted questions has the potential to reduce utilization. This approach also highlights the relatively high rate of indication uncertainty among ordering clinicians and the central role of consultants in prompting orders.
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Affiliation(s)
- Christopher G Roth
- Department of Radiology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, United States.
| | - Ashlesha S Udare
- Department of Radiology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, United States
| | - Haresh V Naringrekar
- Department of Radiology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, United States
| | - Leann M Kania
- Department of Radiology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, United States
| | - Donald G Mitchell
- Department of Radiology, Sidney Kimmel Medical College, Thomas Jefferson University, Philadelphia, PA 19107, United States
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Heilbronner AK, Koff MF, Breighner R, Kim HJ, Cunningham M, Lebl DR, Dash A, Clare S, Blumberg O, Zaworski C, McMahon DJ, Nieves JW, Stein EM. Opportunistic Evaluation of Trabecular Bone Texture by MRI Reflects Bone Mineral Density and Microarchitecture. J Clin Endocrinol Metab 2023; 108:e557-e566. [PMID: 36800234 PMCID: PMC10516518 DOI: 10.1210/clinem/dgad082] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/31/2022] [Revised: 01/13/2023] [Accepted: 02/08/2023] [Indexed: 02/18/2023]
Abstract
CONTEXT Many individuals at high risk for fracture are never evaluated for osteoporosis and subsequently do not receive necessary treatment. Utilization of magnetic resonance imaging (MRI) is burgeoning, providing an ideal opportunity to use MRI to identify individuals with skeletal deficits. We previously reported that MRI-based bone texture was more heterogeneous in postmenopausal women with a history of fracture compared to controls. OBJECTIVE The present study aimed to identify the microstructural characteristics that underlie trabecular texture features. METHODS In a prospective cohort, we measured spine volumetric bone mineral density (vBMD) by quantitative computed tomography (QCT), peripheral vBMD and microarchitecture by high-resolution peripheral QCT (HRpQCT), and areal BMD (aBMD) by dual-energy x-ray absorptiometry. Vertebral trabecular bone texture was analyzed using T1-weighted MRIs. A gray level co-occurrence matrix was used to characterize the distribution and spatial organization of voxelar intensities and derive the following texture features: contrast (variability), entropy (disorder), angular second moment (ASM; uniformity), and inverse difference moment (IDM; local homogeneity). RESULTS Among 46 patients (mean age 64, 54% women), lower peripheral vBMD and worse trabecular microarchitecture by HRpQCT were associated with greater texture heterogeneity by MRI-higher contrast and entropy (r ∼ -0.3 to 0.4, P < .05), lower ASM and IDM (r ∼ +0.3 to 0.4, P < .05). Lower spine vBMD by QCT was associated with higher contrast and entropy (r ∼ -0.5, P < .001), lower ASM and IDM (r ∼ +0.5, P < .001). Relationships with aBMD were less pronounced. CONCLUSION MRI-based measurements of trabecular bone texture relate to vBMD and microarchitecture, suggesting that this method reflects underlying microstructural properties of trabecular bone. Further investigation is required to validate this methodology, which could greatly improve identification of patients with skeletal fragility.
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Affiliation(s)
- Alison K Heilbronner
- Division of Endocrinology/Metabolic Bone Disease Service, Hospital for Special Surgery, New York, NY 10021, USA
| | - Matthew F Koff
- Department of Radiology and Imaging—MRI, Hospital for Special Surgery, New York, NY 10021, USA
| | - Ryan Breighner
- Department of Radiology and Imaging—MRI, Hospital for Special Surgery, New York, NY 10021, USA
| | - Han Jo Kim
- Spine Service, Hospital for Special Surgery, New York, NY 10021, USA
| | | | - Darren R Lebl
- Spine Service, Hospital for Special Surgery, New York, NY 10021, USA
| | - Alexander Dash
- Division of Endocrinology/Metabolic Bone Disease Service, Hospital for Special Surgery, New York, NY 10021, USA
| | - Shannon Clare
- Division of Endocrinology/Metabolic Bone Disease Service, Hospital for Special Surgery, New York, NY 10021, USA
| | - Olivia Blumberg
- Division of Endocrinology/Metabolic Bone Disease Service, Hospital for Special Surgery, New York, NY 10021, USA
| | - Caroline Zaworski
- Division of Endocrinology/Metabolic Bone Disease Service, Hospital for Special Surgery, New York, NY 10021, USA
| | - Donald J McMahon
- Division of Endocrinology/Metabolic Bone Disease Service, Hospital for Special Surgery, New York, NY 10021, USA
| | - Jeri W Nieves
- Division of Endocrinology/Metabolic Bone Disease Service, Hospital for Special Surgery, New York, NY 10021, USA
- Mailman School of Public Health and Institute of Human Nutrition, Columbia University, New York, NY 10032, USA
| | - Emily M Stein
- Division of Endocrinology/Metabolic Bone Disease Service, Hospital for Special Surgery, New York, NY 10021, USA
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Yu H, Rosman D, Likhari G, Sahani D. The clinical utility of inpatient MRI following an abdominopelvic CT. Abdom Radiol (NY) 2021; 46:5443-5448. [PMID: 34415407 DOI: 10.1007/s00261-021-03237-y] [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: 06/26/2021] [Revised: 08/02/2021] [Accepted: 08/03/2021] [Indexed: 11/28/2022]
Abstract
PURPOSE The purpose of this study was to assess the diagnostic yield of abdomen magnetic resonance imaging (MRI) in the inpatient setting following a computed tomography (CT). METHODS All inpatient abdominopelvic MRIs performed on patients for a 1-year period were identified and medical records were retrospectively reviewed for the following information. Only MRIs with a preceding CT were included in the study. RESULTS A total of 221 MRIs were included. Forty exams were deemed technically inadequate due to motion, while 9 more patients did not tolerate a full examination. The most common indications were focal liver lesion (n = 101), pancreaticobiliary ductal dilatation (n = 39), abnormal liver function tests (n = 26), acute pancreatitis (n = 14), abdominal pain (n = 10), and fever/sepsis (n = 10). 83 MRIs were recommended on CT and 138 were requests from the care team. In 63 cases, MRI offered new information over CT. Thirty-two MRIs recommended by radiologists affected patient management, while only 31 MRIs recommended by the care team affected management. Of these 63 MRIs, 29 cases changed immediate inpatient management, requiring further intervention. In these cases, MRI identified abscesses, choledocholithiasis, or made other diagnoses such as cholecystitis, which were not diagnosed on CT. Patient LOS increased in 24 patients in order to receive an MRI. Average costs of outpatient CTs and MRIs are typically 20% less than inpatient costs. CONCLUSION Inpatient abdomen MRIs have limited impact on patient care following a CECT and entail higher cost, utilize more resources, scanner time, and increase patient LOS. Therefore, it should be reserved for select clinical indications.
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Affiliation(s)
- HeiShun Yu
- Department of Radiology, Brigham and Women's Hospital, Boston, MA, USA.
| | - David Rosman
- Department of Radiology, Massachusetts General Hospital, Boston, MA, USA
| | - Gauruv Likhari
- Department of Radiology, Baylor College of Medicine, Houston, TX, USA
| | - Dushyant Sahani
- Department of Radiology, University of Washington, Seattle, WA, USA
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Zaworski C, Cheah J, Koff MF, Breighner R, Lin B, Harrison J, Donnelly E, Stein EM. MRI-based Texture Analysis of Trabecular Bone for Opportunistic Screening of Skeletal Fragility. J Clin Endocrinol Metab 2021; 106:2233-2241. [PMID: 33999148 DOI: 10.1210/clinem/dgab342] [Citation(s) in RCA: 14] [Impact Index Per Article: 3.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/23/2020] [Indexed: 11/19/2022]
Abstract
CONTEXT Many individuals at high risk for osteoporosis and fragility fracture are never screened by traditional methods. Opportunistic use of imaging obtained for other clinical purposes is required to foster identification of these patients. OBJECTIVE The aim of this pilot study was to evaluate texture features as a measure of bone fragility, by comparing clinically acquired magnetic resonance imaging (MRI) scans from individuals with and without a history of fragility fracture. METHODS This study retrospectively investigated 100 subjects who had lumbar spine MRI performed at our institution. Cases (n = 50) were postmenopausal women with osteoporosis and a confirmed history of fragility fracture. Controls (n = 50) were age- and race-matched postmenopausal women with no known fracture history. Trabecular bone from the lumbar vertebrae was segmented to create regions of interest within which a gray level co-occurrence matrix was used to quantify the distribution and spatial organization of voxel intensity. Heterogeneity in the trabecular bone texture was assessed by several features, including contrast (variability), entropy (disorder), and angular second moment (homogeneity). RESULTS Texture analysis revealed that trabecular bone was more heterogeneous in fracture patients. Specifically, fracture patients had greater texture variability (+76% contrast; P = 0.005), greater disorder (+10% entropy; P = 0.005), and less homogeneity (-50% angular second moment; P = 0.005) compared with controls. CONCLUSIONS MRI-based textural analysis of trabecular bone discriminated between patients with known osteoporotic fractures and controls. Further investigation is required to validate this promising methodology, which could greatly expand the number of patients screened for skeletal fragility.
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Affiliation(s)
- Caroline Zaworski
- Department of Medicine, Endocrinology and Metabolic Bone Service, Hospital for Special Surgery, NY, NY 10021, USA
| | - Jonathan Cheah
- Department of Medicine, Endocrinology and Metabolic Bone Service, Hospital for Special Surgery, NY, NY 10021, USA
| | - Matthew F Koff
- Department of Radiology and Imaging - MRI, Hospital for Special Surgery, NY, NY 10021, USA
| | - Ryan Breighner
- Department of Radiology and Imaging - MRI, Hospital for Special Surgery, NY, NY 10021, USA
| | - Bin Lin
- Department of Radiology and Imaging - MRI, Hospital for Special Surgery, NY, NY 10021, USA
| | - Jonathan Harrison
- Department of Medicine, Endocrinology and Metabolic Bone Service, Hospital for Special Surgery, NY, NY 10021, USA
| | - Eve Donnelly
- Materials Science and Engineering, Cornell University, Ithaca NY 14853, USA
| | - Emily M Stein
- Department of Medicine, Endocrinology and Metabolic Bone Service, Hospital for Special Surgery, NY, NY 10021, USA
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