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Tay YX, Foley S, Killeen R, Ong MEH, Chen RC, Chan LP, Mak MS, McNulty JP. Impact and effect of imaging referral guidelines on patients and radiology services: a systematic review. Eur Radiol 2024:10.1007/s00330-024-10938-7. [PMID: 39002059 DOI: 10.1007/s00330-024-10938-7] [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: 04/12/2024] [Revised: 05/10/2024] [Accepted: 06/11/2024] [Indexed: 07/15/2024]
Abstract
OBJECTIVES The objective of this systematic review was to offer a comprehensive overview and explore the associated outcomes from imaging referral guidelines on various key stakeholders, such as patients and radiologists. MATERIALS AND METHODS An electronic database search was conducted in Medline, Embase and Web of Science to retrieve citations published between 2013 and 2023. The search was constructed using medical subject headings and keywords. Only full-text articles and reviews written in English were included. The quality of the included papers was assessed using the mixed methods appraisal tool. A narrative synthesis was undertaken for the selected articles. RESULTS The search yielded 4384 records. Following the abstract, full-text screening, and removal of duplication, 31 studies of varying levels of quality were included in the final analysis. Imaging referral guidelines from the American College of Radiology were most commonly used. Clinical decision support systems were the most evaluated mode of intervention, either integrated or standalone. Interventions showed reduced patient radiation doses and waiting times for imaging. There was a general reduction in radiology workload and utilisation of diagnostic imaging. Low-value imaging utilisation decreased with an increase in the appropriateness of imaging referrals and ratings and cost savings. Clinical effectiveness was maintained during the intervention period without notable adverse consequences. CONCLUSION Using evidence-based imaging referral guidelines improves the quality of healthcare and outcomes while reducing healthcare costs. Imaging referral guidelines are one essential component of improving the value of radiology in the healthcare system. CLINICAL RELEVANCE STATEMENT There is a need for broader dissemination of imaging referral guidelines to healthcare providers globally in tandem with the harmonisation of the application of these guidelines to improve the overall value of radiology within the healthcare system. KEY POINTS The application of imaging referral guidelines has an impact and effect on patients, radiologists, and health policymakers. The adoption of imaging referral guidelines in clinical practice can impact healthcare costs and improve healthcare quality and outcomes. Implementing imaging referral guidelines contributes to the attainment of value-based radiology.
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Affiliation(s)
- Yi Xiang Tay
- Radiography and Diagnostic Imaging, School of Medicine, University College Dublin, Dublin, Ireland.
- Radiography Department, Allied Health Division, Singapore General Hospital, Singapore, Singapore.
| | - Shane Foley
- Radiography and Diagnostic Imaging, School of Medicine, University College Dublin, Dublin, Ireland
| | - Ronan Killeen
- St Vincent's University Hospital, Dublin, Ireland
- School of Medicine, University College Dublin, Dublin, Ireland
| | - Marcus E H Ong
- Department of Emergency Medicine, Division of Medicine, Singapore General Hospital, Singapore, Singapore
- Duke-NUS Graduate Medical School, Singapore, Singapore
| | - Robert Chun Chen
- Duke-NUS Graduate Medical School, Singapore, Singapore
- Department of Neuroradiology, Division of Radiological Sciences, Singapore General Hospital, Singapore, Singapore
- National Neuroscience Institute, Singapore, Singapore
| | - Lai Peng Chan
- Duke-NUS Graduate Medical School, Singapore, Singapore
- Department of Diagnostic Radiology, Division of Radiological Sciences, Singapore General Hospital, Singapore, Singapore
| | - May San Mak
- Duke-NUS Graduate Medical School, Singapore, Singapore
- Department of Diagnostic Radiology, Division of Radiological Sciences, Singapore General Hospital, Singapore, Singapore
| | - Jonathan P McNulty
- Radiography and Diagnostic Imaging, School of Medicine, University College Dublin, Dublin, Ireland
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Kjelle E, Brandsæter IØ, Andersen ER, Hofmann BM. Cost of Low-Value Imaging Worldwide: A Systematic Review. APPLIED HEALTH ECONOMICS AND HEALTH POLICY 2024; 22:485-501. [PMID: 38427217 PMCID: PMC11178636 DOI: 10.1007/s40258-024-00876-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Accepted: 02/11/2024] [Indexed: 03/02/2024]
Abstract
BACKGROUND AND OBJECTIVE Imaging with low or no benefit for the patient undermines the quality of care and amounts to vast opportunity costs. More than 3.6 billion imaging examinations are performed annually, and about 20-50% of these are of low value. This study aimed to synthesize knowledge of the costs of low-value imaging worldwide. METHODS This systematic review was based on the PRISMA statement. The database search was developed in Medline and further adapted to Embase-Ovid, Cochrane Library, and Scopus. Primary empirical studies assessing the costs of low-value diagnostic imaging were included if published between 2012 and March 2022. Studies designed as randomized controlled trials, non-randomized trials, cohort studies, cross-sectional studies, descriptive studies, cost analysis, cost-effectiveness analysis, and mixed-methods studies were eligible. The analysis was descriptive. RESULTS Of 5,567 records identified, 106 were included. Most of the studies included were conducted in the USA (n = 76), and a hospital or medical center was the most common setting (n = 82). Thirty-eight of the included studies calculated the costs of multiple imaging modalities; in studies with only one imaging modality included, conventional radiography was the most common (n = 32). Aggregated costs for low-value examinations amounts to billions of dollars per year globally. Initiatives to reduce low-value imaging may reduce costs by up to 95% without harming patients. CONCLUSIONS This study is the first systematic review of the cost of low-value imaging worldwide, documenting a high potential for cost reduction. Given the universal challenges with resource allocation, the large amount used for low-value imaging represents a vast opportunity cost and offers great potential to improve the quality and efficiency of care.
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Affiliation(s)
- Elin Kjelle
- Department of Health Sciences, Gjøvik at the Norwegian University of Science and Technology (NTNU) at Gjøvik, Postbox 191, 2802, Gjøvik, Norway.
| | - Ingrid Øfsti Brandsæter
- Department of Health Sciences, Gjøvik at the Norwegian University of Science and Technology (NTNU) at Gjøvik, Postbox 191, 2802, Gjøvik, Norway
| | - Eivind Richter Andersen
- Department of Health Sciences, Gjøvik at the Norwegian University of Science and Technology (NTNU) at Gjøvik, Postbox 191, 2802, Gjøvik, Norway
| | - Bjørn Morten Hofmann
- Department of Health Sciences, Gjøvik at the Norwegian University of Science and Technology (NTNU) at Gjøvik, Postbox 191, 2802, Gjøvik, Norway
- Centre of Medical Ethics at the University of Oslo, Blindern, Postbox 1130, 0318, Oslo, Norway
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Kaim A, Singer C, Bergovoy-Yellin L, Luxenburg O, Vaknin S, Boldor N, Wilf-Miron R, Myers V. Exploring pre-MRI imaging tests: patient survey reveals potential implications for healthcare efficiency in Israel. Isr J Health Policy Res 2024; 13:7. [PMID: 38556863 PMCID: PMC10983758 DOI: 10.1186/s13584-024-00593-0] [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: 10/04/2023] [Accepted: 01/27/2024] [Indexed: 04/02/2024] Open
Abstract
BACKGROUND Medical imaging tests are vital in healthcare but can be costly, impacting national health expenditures. Magnetic resonance imaging (MRI) is a crucial diagnostic tool for assessing medical conditions. However, the rising demand for MRI scans has frequently strained available resources. This study aimed to estimate the prevalence of different imaging tests in individuals who eventually had an MRI, in the Israeli public health system. METHODS An online survey of patient experience of scheduling an MRI was conducted in January-February 2023, among 557 Israeli adults, representing all four health maintenance organizations (HMOs). All participants had undergone an MRI in the public health system within the past year. RESULTS Results showed that 60% of participants underwent other imaging tests before their MRI scan. Of those, computed tomography (CT) scans (43%), X-rays (39%), and ultrasounds (32%) were the most common additional imaging procedures. In addition, of the 60% of participants, 23% had undergone more than one prior imaging examination. CONCLUSIONS These findings highlight the high prevalence of preliminary imaging tests prior to MRI, with many patients undergoing multiple tests for the same problem. The health system may need to evaluate whether current clinical guidelines defining the use of various imaging tests are cost-effective.
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Affiliation(s)
- Arielle Kaim
- The Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Tel Hashomer, 5266202, Ramat-Gan, Israel.
- Department of Emergency and Disaster Management, Faculty of Medicine, School of Public Health, Tel Aviv University, P.O. Box 39040, 6139001, Tel Aviv, Israel.
| | - Clara Singer
- The Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Tel Hashomer, 5266202, Ramat-Gan, Israel
| | - Lucia Bergovoy-Yellin
- The Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Tel Hashomer, 5266202, Ramat-Gan, Israel
| | - Osnat Luxenburg
- Medical Technology, Health Information and Research Directorate, Ministry of Health, Jerusalem, Israel
| | - Sharona Vaknin
- The Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Tel Hashomer, 5266202, Ramat-Gan, Israel
- Medical Technology, Health Information and Research Directorate, Ministry of Health, Jerusalem, Israel
| | - Noga Boldor
- The Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Tel Hashomer, 5266202, Ramat-Gan, Israel
| | - Rachel Wilf-Miron
- The Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Tel Hashomer, 5266202, Ramat-Gan, Israel
- Department of Health Promotion, Faculty of Medicine, School of Public Health, Tel Aviv University, P.O. Box 39040, 6139001, Tel Aviv, Israel
| | - Vicki Myers
- The Gertner Institute for Epidemiology and Health Policy Research, Sheba Medical Center, Tel Hashomer, 5266202, Ramat-Gan, Israel
- Department of Health Promotion, Faculty of Medicine, School of Public Health, Tel Aviv University, P.O. Box 39040, 6139001, Tel Aviv, Israel
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Chilanga CC, Lysdahl KB. The radiographers' opinion on assessing radiological referrals. Radiography (Lond) 2024; 30:605-611. [PMID: 38330893 DOI: 10.1016/j.radi.2024.01.016] [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: 11/25/2023] [Revised: 01/16/2024] [Accepted: 01/25/2024] [Indexed: 02/10/2024]
Abstract
INTRODUCTION Radiographers have a fundamental duty to assess radiological referrals and ensure imaging is justified. This study constitutes the third part of a broader research on radiographers' assessment of referrals. The study examines the opinions of radiographers on the matter, as articulated in their own words. METHODS A questionnaire with closed and open-ended questions was designed, validated, and distributed to radiographers following activities organised by the International Society of Radiographers and Radiological Technologists (ISRRT). This third part covers the participants' free-text comments about radiographers' assessment of referrals. Qualitative, inductive content analysis was used to report findings involving three phases: 1) Preparation, 2) Organisation where two authors individually coded and categorised the emerged themes, and 3) Reporting, were the authors compared, reviewed, and defined the meanings of the themes and sub-themes. RESULTS Five main themes Opportunity, Competency, Work environment, Role perception and Significance emerged, shaped as descriptive, normative, and prospective statements. In opportunities the respondents (descriptively) depicted the importance of their position and challenges faced, including lack of adequate clinical information in referrals. Competencies concerned whether they have the required knowledge and skills for the task. In work environment the respondents viewed themselves as partners and collaborators with radiologists and referrers but expressed that unclear regulations could challenge their task. In role perception, the respondents expressed (normatively) that assessing referrals is vital for professional self-esteem and radiographers' responsibility. Significance covers the importance of assessing referrals for different aspects relating to quality of services. CONCLUSION Radiographers expressed high engagement towards tasks of assessing referrals. To support radiographers in this role, it is crucial to establish clear regulations, better organisation of departmental processes and provide adequate training. IMPLICATIONS FOR PRACTICE Radiology departments should actively explore strategies of incorporating the radiographers' resources and core position in the process of assessing referrals, in a consistent and effective manner.
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Affiliation(s)
- C C Chilanga
- Department of Optometry, Radiography and Lighting Design, Faculty of Health and Social Sciences, University of South-Eastern Norway (USN), Pb 235, 3603 Kongsberg, Norway.
| | - K B Lysdahl
- Department of Optometry, Radiography and Lighting Design, Faculty of Health and Social Sciences, University of South-Eastern Norway (USN), Pb 235, 3603 Kongsberg, Norway
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Ståhlbrandt H, Björnfot I, Cederlund T, Almén A. CT and MRI imaging in Sweden: retrospective appropriateness analysis of large referral samples. Insights Imaging 2023; 14:134. [PMID: 37530862 PMCID: PMC10397157 DOI: 10.1186/s13244-023-01483-w] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/13/2023] [Accepted: 07/04/2023] [Indexed: 08/03/2023] Open
Abstract
OBJECTIVES The numbers of computed tomography (CT) and magnetic resonance imaging (MRI) examinations per capita continue to increase in Sweden and in other parts of Europe. The appropriateness of CT and MRI examinations was audited using established European appropriateness criteria. Alternative modalities were also explored. The results were compared with those of a previous study performed in Sweden. METHODS A semi-automatic retrospective evaluation of referrals from examinations performed in four healthcare regions using the European appropriateness criteria in ESR iGuide was undertaken. The clinical indications from a total of 13,075 referrals were assessed against these criteria. The ESR iGuide was used to identify alternative modalities resulting in a higher degree of appropriateness. A qualitative comparison with re-evaluated results from the previous study was made. RESULTS The appropriateness was higher for MRI examinations than for CT examinations with procedures classed as usually appropriate for 76% and 63% of the examinations, respectively. The degree of appropriateness for CT was higher for referrals from hospitals compared to those from primary care centres. The opposite was found for MRI examinations. The alternative modalities that would result in higher appropriateness included all main imaging modalities. The result for CT did not show improvement compared with the former study. CONCLUSIONS A high proportion of both CT and MRI examinations were inappropriate. The study indicates that 37% of CT examinations and 24% of MRI examinations were inappropriate and that the appropriateness for CT has not improved in the last 15 years. CRITICAL RELEVANCE STATEMENT A high proportion of CT and MRI examinations in this retrospective study using evidence-based referral guidelines were inappropriate. KEY POINTS ∙ A high proportion of CT and MRI examinations were inappropriate. ∙ The CT referrals from general practitioners were less appropriate that those from hospital specialists. ∙ The MRI referrals from hospital specialists were less appropriate that those from general practitioners. ∙ Adherence to radiological appropriateness guidelines may improve the appropriateness of conducted examinations.
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Affiliation(s)
| | - Ida Björnfot
- Department of Radiology, Länssjukhuset Ryhov, 551 85, Jönköping, Sweden
| | - Torsten Cederlund
- Department for Authorisation of Radiation Applications, Swedish Radiation Safety Authority, 171 16, Stockholm, Sweden
| | - Anja Almén
- Department for Radiation Protection and Environmental Assessment, Swedish Radiation Safety Authority, 171 16, Stockholm, Sweden.
- Medical Radiation Physics, Department of Translational Medicine, Malmö, Lund University, 205 02, Malmö, Sweden.
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Walther F, Eberlein-Gonska M, Hoffmann RT, Schmitt J, Blum SFU. Measuring appropriateness of diagnostic imaging: a scoping review. Insights Imaging 2023; 14:62. [PMID: 37052758 PMCID: PMC10102275 DOI: 10.1186/s13244-023-01409-6] [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: 11/23/2022] [Accepted: 03/18/2023] [Indexed: 04/14/2023] Open
Abstract
In radiology, the justification of diagnostic imaging is a key performance indicator. To date, specific recommendations on the measurement of appropriateness in diagnostic imaging are missing. To map the study literature concerning the definition, measures, methods and data used for analyses of appropriateness in research of diagnostic imaging. We conducted a scoping review in Medline, EMBASE, Scopus and the Cochrane Central Register of Controlled Trials. Two independent reviewers undertook screening and data extraction. After screening 6021 records, we included 50 studies. National guidelines (n = 22/50) or American College of Radiology Appropriateness Criteria (n = 23/50) were used to define and rate appropriateness. 22/50 studies did not provide methodological details about the appropriateness assessment. The included studies varied concerning modality, amount of reviewed examinations (88-13,941) and body regions. Computed tomography (27 studies, 27,168 examinations) was the most frequently analyzed modality, followed by magnetic resonance imaging (17 studies, 6559 examinations) and radiography (10 studies, 7095 examinations). Heterogeneous appropriateness rates throughout single studies (0-100%), modalities, and body regions (17-95%) were found. Research on pediatric and outpatient imaging was sparse. Multicentric, methodologically robust and indication-oriented studies would strengthen appropriateness research in diagnostic imaging and help to develop reliable key performance indicators.
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Affiliation(s)
- Felix Walther
- Center for Evidence-Based Healthcare, University Hospital Carl Gustav Carus and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany.
- Quality and Medical Risk Management, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany.
| | - Maria Eberlein-Gonska
- Quality and Medical Risk Management, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Ralf-Thorsten Hoffmann
- Institute and Polyclinic for Diagnostic and Interventional Radiology, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
| | - Jochen Schmitt
- Center for Evidence-Based Healthcare, University Hospital Carl Gustav Carus and Faculty of Medicine Carl Gustav Carus, Technische Universität Dresden, Fetscherstr. 74, 01307, Dresden, Germany
| | - Sophia F U Blum
- Quality and Medical Risk Management, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
- Institute and Polyclinic for Diagnostic and Interventional Radiology, University Hospital Carl Gustav Carus, Technische Universität Dresden, Dresden, Germany
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Parker LA, Moreno-Garijo A, Chilet-Rosell E, Lorente F, Lumbreras B. Gender Differences in the Impact of Recommendations on Diagnostic Imaging Tests: A Retrospective Study 2007-2021. Life (Basel) 2023; 13:life13020289. [PMID: 36836646 PMCID: PMC9965980 DOI: 10.3390/life13020289] [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: 12/20/2022] [Revised: 01/13/2023] [Accepted: 01/17/2023] [Indexed: 01/22/2023] Open
Abstract
(1) Background: The frequency of imaging tests grew exponentially in recent years. This increase may differ according to a patient's sex, age, or socioeconomic status. We aim to analyze the impact of the Council Directive 2013/59/Euratom to control exposure to radiation for men and women and explore the impact of patients' age and socioeconomic status; (2) Methods: The retrospective observational study that includes a catchment population of 234,424. We included data of CT, mammography, radiography (conventional radiography and fluoroscopy) and nuclear medicine between 2007-2021. We estimated the associated radiation effective dose per test according using previously published evidence. We calculated a deprivation index according to the postcode of their residence. We divided the study in 2007-2013, 2014-2019 and 2020-2021 (the pandemic period). (3) Results: There was an increase in the number of imaging tests received by men and women after 2013 (p < 0.001), and this increase was higher in women than in men. The frequency of imaging tests decreased during the pandemic period (2020-2021), but the frequency of CT and nuclear medicine tests increased even during these years (p < 0.001) and thus, the overall effective mean dose. Women and men living in the least deprived areas had a higher frequency of imaging test than those living in the most deprived areas. (4) Conclusions: The largest increase in the number of imaging tests is due to CTs, which account for the higher amount of effective dose. The difference in the increase of imaging tests carried out in men and women and according to the socioeconomic status could reflect different management strategies and barriers to access in clinical practice. Given the low impact of the available recommendations on the population exposure to radiation and the performance of high-dose procedures such as CT, deserve special attention when it comes to justification and optimization, especially in women.
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Affiliation(s)
- Lucy A. Parker
- Department of Public Health, University Miguel Hernández de Elche, 03550 Alicante, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain
| | - Andrea Moreno-Garijo
- Faculty of Pharmacy, University Miguel Hernández de Elche, 03550 Alicante, Spain
| | - Elisa Chilet-Rosell
- Department of Public Health, University Miguel Hernández de Elche, 03550 Alicante, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain
| | - Fermina Lorente
- Radiology Department, University Hospital of San Juan de Alicante, Sant Joan d’Alacant, 03550 Alicante, Spain
| | - Blanca Lumbreras
- Department of Public Health, University Miguel Hernández de Elche, 03550 Alicante, Spain
- CIBER de Epidemiología y Salud Pública (CIBERESP), 28029 Madrid, Spain
- Correspondence: ; Tel.: +34-965-919510
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Chilanga CC, Lysdahl KB. Ethical impact of suboptimal referrals on delivery of care in radiology department. JOURNAL OF MEDICAL ETHICS 2022; 48:1020-1025. [PMID: 34429384 DOI: 10.1136/medethics-2021-107335] [Citation(s) in RCA: 2] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/17/2021] [Accepted: 07/30/2021] [Indexed: 06/13/2023]
Abstract
The referral is the key source of information that enables radiologists and radiographers to provide quality services. However, the frequency of suboptimal referrals is widely reported. This research reviews the literature to illuminate the challenges suboptimal referrals present to the delivery of care in radiology departments. The concept of suboptimal referral includes information, that is; missing, insufficient, inconsistent, misleading, hard to interpret or wrong. The research uses the four ethical principles of non-maleficence, beneficence, Autonomy and Justice as an analytic framework.Suboptimal referrals can cause harm by hindering safe contrast-media administration, proper radiation protection by justification of procedures, and compassionate patient care. Suboptimal referrals also hinder promoting patient benefits from the correct choice of imaging modality and protocol, an optimal performed examination, and an accurate radiology report. Additionally, patient autonomy is compromised from the lack of information needed to facilitate benefit-risk communication. Finally, suboptimal referrals challenge justice based on lack of reasonable patient prioritising and the unfairness caused by unnecessary examinations.These findings illuminate how suboptimal referrals can inhibit good health and well-being for patients in relation to safety, missed opportunities, patient anxiety and dissatisfaction. The ethical challenges identified calls for solutions. Referral-decision support tools and artificial intelligence may improve referral quality, when implemented. Strategies addressing efforts of radiology professionals are inevitable, including gatekeeping, shared decision-making and inter-professional communication; thereby raising awareness of the importance of good referral quality and promoting commitment to ethical professional conduct.
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Affiliation(s)
- Catherine Chilute Chilanga
- Health and Social Sciences- Department of Optometry, Radiography and Lighting Design, University of South-Eastern Norway, Kongsberg, Norway
| | - Kristin Bakke Lysdahl
- Health and Social Sciences- Department of Optometry, Radiography and Lighting Design, University of South-Eastern Norway, Kongsberg, Norway
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Evaluation of the appropriate use of chest CT-Scans in the diagnosis of hospitalized patients in shiraz teaching hospitals, Southern Iran. Cost Eff Resour Alloc 2022; 20:44. [PMID: 35999543 PMCID: PMC9395783 DOI: 10.1186/s12962-022-00381-0] [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: 02/23/2022] [Accepted: 08/16/2022] [Indexed: 11/10/2022] Open
Abstract
PURPOSE During recent years, overuse of medical imaging especially computed tomography has become a serious concern. We evaluated the suitable usage of chest computed tomography (CT)-scan, in patients hospitalized in emergency and medical wards of two teaching hospitals of Shiraz University of Medical Science. METHODS Medical records of 216 patients admitted in two major teaching hospitals (Namazi and Shahid Faghihi), who had undergone chest radiography and at least one type of chest CT were investigated. The clinical and paraclinical manifestations were independently presented to three pulmonologists and their opinion regarding the necessity and type of CT prescription were documented. Also, the patient's history was presented to an expert chest radiologist and asked to rate the appropriateness of chest CT according to American colleague of radiologist (ACR) criteria. RESULTS In 127 cases (59%), at least 2 out of 3 pulmonologists had the same opinion on the necessity of performing CT scan regardless of CT scan type, in 89 cases (41%) the same CT type and in 38 (17.5%) cases other CT type was supposed. Based on ACR criteria, of total prescribed CTs, 49.5% were "usually not appropriate" and 31.5% of cases were "usually appropriate". Among 109 pulmonary CT angiography, 54 (49.5%) was usually not appropriate base on ACR criteria, which was the most frequent inappropriate requested CT type. CONCLUSION Considering the high rates of inappropriate utilization of chest CT scan in our teaching hospitals, implementation of the standard guideline at a different level and consulting with a pulmonologist, may prevent unnecessary chest CTs prescription and reduce harm to patients and the health system.
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Potočnik J, Thomas E, Killeen R, Foley S, Lawlor A, Stowe J. Automated vetting of radiology referrals: exploring natural language processing and traditional machine learning approaches. Insights Imaging 2022; 13:127. [PMID: 35925429 PMCID: PMC9352827 DOI: 10.1186/s13244-022-01267-8] [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: 05/16/2022] [Accepted: 07/07/2022] [Indexed: 11/10/2022] Open
Abstract
Background With a significant increase in utilisation of computed tomography (CT), inappropriate imaging is a significant concern. Manual justification audits of radiology referrals are time-consuming and require financial resources. We aimed to retrospectively audit justification of brain CT referrals by applying natural language processing and traditional machine learning (ML) techniques to predict their justification based on the audit outcomes. Methods Two human experts retrospectively analysed justification of 375 adult brain CT referrals performed in a tertiary referral hospital during the 2019 calendar year, using a cloud-based platform for structured referring. Cohen’s kappa was computed to measure inter-rater reliability. Referrals were represented as bag-of-words (BOW) and term frequency-inverse document frequency models. Text preprocessing techniques, including custom stop words (CSW) and spell correction (SC), were applied to the referral text. Logistic regression, random forest, and support vector machines (SVM) were used to predict the justification of referrals. A test set (300/75) was used to compute weighted accuracy, sensitivity, specificity, and the area under the curve (AUC). Results In total, 253 (67.5%) examinations were deemed justified, 75 (20.0%) as unjustified, and 47 (12.5%) as maybe justified. The agreement between the annotators was strong (κ = 0.835). The BOW + CSW + SC + SVM outperformed other binary models with a weighted accuracy of 92%, a sensitivity of 91%, a specificity of 93%, and an AUC of 0.948. Conclusions Traditional ML models can accurately predict justification of unstructured brain CT referrals. This offers potential for automated justification analysis of CT referrals in clinical departments.
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Affiliation(s)
- Jaka Potočnik
- University College Dublin School of Medicine, Dublin, Ireland.
| | - Edel Thomas
- University College Dublin School of Medicine, Dublin, Ireland
| | - Ronan Killeen
- University College Dublin School of Medicine, Dublin, Ireland
| | - Shane Foley
- University College Dublin School of Medicine, Dublin, Ireland
| | - Aonghus Lawlor
- University College Dublin School of Computer Science, Dublin, Ireland
| | - John Stowe
- University College Dublin School of Medicine, Dublin, Ireland
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Almodóvar A, Ronda E, Flores R, Lumbreras B. Appropriateness of radiological diagnostic tests in otolaryngology. Insights Imaging 2022; 13:126. [PMID: 35925527 PMCID: PMC9352825 DOI: 10.1186/s13244-022-01263-y] [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: 03/14/2022] [Accepted: 07/04/2022] [Indexed: 11/15/2022] Open
Abstract
OBJECTIVE To evaluate the appropriateness of imaging tests associated with radiation in the field of otolaryngology according to the available recommendations, and to estimate the effective radiation dose associated. METHOD Cross-sectional epidemiological study of the totality of the imaging test requests carried out by two Spanish hospitals (n = 1931). We collected the following information: patient demographic data, type of imaging test, imaging tests referred in the previous 12 months, referrer department and diagnostic suspicion. In accordance with the available guidelines, we considered the requests: (a) Appropriate; (b) Inappropriate; (c) Not adequately justified; (d) Not included in the guidelines. We calculated the prevalence of each category and their variation according to the different variables. Collective and per capita effective dose were calculated for each category. RESULTS Of the 538 requests, 42% were considered appropriate, 34.4% inappropriate, 11.9% not adequately justified and 11.7% not included in the guidelines. Imaging tests requested by general partitioners (aOR: 0.18; 95% CI: 0.06-0.50) and clinical departments (aOR: 0.27; 95% CI: 0.11-0.60) were less likely to be considered appropriate than those requested by the Otolaryngology department. Patients with a diagnosis suspicion of tumour pathology were more likely to have a requested imaging test classified as appropriate (aOR: 7.12; 95% CI: 3.25-15.61). The cumulative effective dose was 877.8 mSv, of which 40% corresponded to tests classified as inappropriate. CONCLUSIONS A high percentage of imaging tests are considered as inappropriate in the field of otolaryngology, with a relevant frequency of associated effective radiation dose. Type of department, the diagnostic suspicion and the type of imaging tests were variables associated to the inappropriateness of the test.
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Affiliation(s)
| | - Elena Ronda
- CIBERESP, Madrid, Spain.
- Public Health Research Group, University of Alicante, Carretera San Vicente del Raspeig s/n, San Vicente del Raspeig, 03690, Alicante, Spain.
| | | | - Blanca Lumbreras
- CIBERESP, Madrid, Spain
- Department of Public Health, History of Science and Gynaecology, Miguel Hernandez University, Elche, Spain
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12
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Chilanga CC, Olerud HM, Lysdahl KB. The value of referral information and assessment - a cross sectional study of radiographers' perceptions. BMC Health Serv Res 2022; 22:893. [PMID: 35810310 PMCID: PMC9271238 DOI: 10.1186/s12913-022-08291-w] [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: 03/25/2022] [Accepted: 07/04/2022] [Indexed: 11/29/2022] Open
Abstract
Background Radiology professionals are frequently confronted with referrals containing insufficient clinical information, which hinders delivery of safe and quality medical imaging services. There is however lack of knowledge on why and how referral information is important for radiographers in clinical practice. This study explores what purposes referral information is used/ useful for the radiographers, and the benefits of involving them in assessing referrals. Methods A cross sectional study was conducted of radiographers recruited through the International Society of Radiographers and Radiological Technologists (ISRRT) networks. A questionnaire was developed and distributed consisting of 5-point Likert scale questions on a) use/usefulness of referral information for 12 listed purposes and b) the benefits of radiographers assessing referrals for 8 possible reasons. The questionnaire was validated using a test–retest reliability analysis. Kappa values ≥0.6 were accepted. SPSS software was used for data analysis and chi-square tests to determine associations between using referral information and background variables. Results Total respondents were 279 (n = 233 currently in clinical practice and n = 46 in other positions). The participants in clinical practice ranked high all 12 listed purposes for use of referral information, and all except one received ≥60% ‘frequent’/‘very frequent’ responses. Use for patient identification purposes received the highest score (97% ‘frequently’/‘very frequently’ responses), followed by ensuring imaging of the correct body region (79% ‘very frequently’ responses). Radiographers not currently working in clinical practice ranked the ‘usefulness’ of listed items similarly. Significant associations between frequent use of referral information and education level were not observed, and only three items were significantly associated with modality of practice. All items on benefits of radiographers assessing referrals received ≥75% ‘agree’/‘strongly agree’ scores. The items ranked highest were promotes radiographers’ professional responsibility and improves collaboration with radiologists and referring clinicians, with 72 and 67% strongly agreed responses, respectively. Conclusion Radiographers use referral information frequently for several purposes. The referral information is needed for justifying and optimising radiological procedures, hence crucial for ensuring patient safety and high-quality services. This further emphasis why radiographers perceive several benefits of being involved in assessing the referral information.
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Affiliation(s)
- Catherine Chilute Chilanga
- Department of Optometry, Radiography and Lighting Design, Faculty of Health and Social Sciences, University of South-Eastern Norway USN, Pb 235, 3603, Kongsberg, Norway.
| | - Hilde Merete Olerud
- Department of Optometry, Radiography and Lighting Design, Faculty of Health and Social Sciences, University of South-Eastern Norway USN, Pb 235, 3603, Kongsberg, Norway
| | - Kristin Bakke Lysdahl
- Department of Optometry, Radiography and Lighting Design, Faculty of Health and Social Sciences, University of South-Eastern Norway USN, Pb 235, 3603, Kongsberg, Norway
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13
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Kjelle E, Andersen ER, Krokeide AM, Soril LJJ, van Bodegom-Vos L, Clement FM, Hofmann BM. Characterizing and quantifying low-value diagnostic imaging internationally: a scoping review. BMC Med Imaging 2022; 22:73. [PMID: 35448987 PMCID: PMC9022417 DOI: 10.1186/s12880-022-00798-2] [Citation(s) in RCA: 27] [Impact Index Per Article: 13.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/28/2021] [Accepted: 04/12/2022] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Inappropriate and wasteful use of health care resources is a common problem, constituting 10-34% of health services spending in the western world. Even though diagnostic imaging is vital for identifying correct diagnoses and administrating the right treatment, low-value imaging-in which the diagnostic test confers little to no clinical benefit-is common and contributes to inappropriate and wasteful use of health care resources. There is a lack of knowledge on the types and extent of low-value imaging. Accordingly, the objective of this study was to identify, characterize, and quantify the extent of low-value diagnostic imaging examinations for adults and children. METHODS A scoping review of the published literature was performed. Medline-Ovid, Embase-Ovid, Scopus, and Cochrane Library were searched for studies published from 2010 to September 2020. The search strategy was built from medical subject headings (Mesh) for Diagnostic imaging/Radiology OR Health service misuse/Medical overuse OR Procedures and Techniques Utilization/Facilities and Services Utilization. Articles in English, German, Dutch, Swedish, Danish, or Norwegian were included. RESULTS A total of 39,986 records were identified and, of these, 370 studies were included in the final synthesis. Eighty-four low-value imaging examinations were identified. Imaging of atraumatic pain, routine imaging in minor head injury, trauma, thrombosis, urolithiasis, after thoracic interventions, fracture follow-up and cancer staging/follow-up were the most frequently identified low-value imaging examinations. The proportion of low-value imaging varied between 2 and 100% inappropriate or unnecessary examinations. CONCLUSIONS A comprehensive list of identified low-value radiological examinations for both adults and children are presented. Future research should focus on reasons for low-value imaging utilization and interventions to reduce the use of low-value imaging internationally. SYSTEMATIC REVIEW REGISTRATION PROSPERO: CRD42020208072.
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Affiliation(s)
- Elin Kjelle
- Institute for the Health Sciences, The Norwegian University of Science and Technology (NTNU) at Gjøvik, NTNU Gjøvik, Postbox 191, 2802, Gjøvik, Norway.
| | - Eivind Richter Andersen
- Institute for the Health Sciences, The Norwegian University of Science and Technology (NTNU) at Gjøvik, NTNU Gjøvik, Postbox 191, 2802, Gjøvik, Norway
| | - Arne Magnus Krokeide
- Institute for the Health Sciences, The Norwegian University of Science and Technology (NTNU) at Gjøvik, NTNU Gjøvik, Postbox 191, 2802, Gjøvik, Norway
| | - Lesley J J Soril
- Department of Community Health Sciences and The Health Technology Assessment Unit, O'Brien Institute for Public Health, University of Calgary, 3280 Hospital Dr NW, Calgary, AB, T2N 4Z6, Canada
| | - Leti van Bodegom-Vos
- Medical Decision Making, Department of Biomedical Data Sciences, Leiden University Medical Center, P.O. Box 9600, 2300 RC, Leiden, The Netherlands
| | - Fiona M Clement
- Department of Community Health Sciences and The Health Technology Assessment Unit, O'Brien Institute for Public Health, University of Calgary, 3280 Hospital Dr NW, Calgary, AB, T2N 4Z6, Canada
| | - Bjørn Morten Hofmann
- Institute for the Health Sciences, The Norwegian University of Science and Technology (NTNU) at Gjøvik, NTNU Gjøvik, Postbox 191, 2802, Gjøvik, Norway
- Centre of Medical Ethics, The University of Oslo, Blindern, Postbox 1130, 0318, Oslo, Norway
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14
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An investigation of lumbar spine magnetic resonance referrals in two Irish university teaching centres: Radiology clinical judgement versus iRefer guideline compliance. Radiography (Lond) 2022; 28:460-465. [PMID: 35027270 DOI: 10.1016/j.radi.2021.12.011] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/08/2021] [Revised: 11/30/2021] [Accepted: 12/20/2021] [Indexed: 11/22/2022]
Abstract
INTRODUCTION With the annual increase in medical imaging demand, the appropriateness of the lumbar spine magnetic resonance imaging LSMRI referrals is worldwide gaining attention. This study aims to determine the appropriateness of LSMRI referrals and compare radiology clinical decisions to iRefer compliance based solely on referral text content. METHODS Referral text was extracted from 1021 LSMRI referrals. Two review panels were recruited: three expert radiologists and three MRI radiographers. Radiologists classified cases as indicated or not indicated for scanning based on their clinical judgement. The radiographers classified based solely on iRefer guidelines. Majority voting for each case was applied to both review panels and reviewer agreement was tested using Kappa analysis. Logistic regression models were developed to identify medical disciplines associated with high rates of indicated referrals. RESULTS 21.7% and 11.9% of the cases were found not indicated for MRI for radiologists and radiographers, respectively. Radiology review identified 18% of the GPs referrals as not indicated and 17% in the radiographers' review. Panel agreement was fair: Kappa values of 0.23 and0.26 for the radiologists and radiographers respectively. Neurosurgery was associated with the highest rate of indicated referrals across both review panels: oncology referrals raised the highest number of open comments. CONCLUSION The study identified a lower number of not indicated referrals compared to previous research. Findings indicate the importance of both guidelines compliance and clinical judgement to optimise practice. IMPLICATIONS FOR PRACTICE Findings in this study found that even when strict instructions were given to the MR radiographers to vet referrals using the iRefer guidelines, ambiguity within the guidelines resulted in variations in decision-making. This suggests that detailed protocols are required to support radiographers in the vetting process to ensure a standardised approach.
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15
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Khoong EC, Nouri SS, Tuot DS, Nundy S, Fontil V, Sarkar U. Comparison of Diagnostic Recommendations from Individual Physicians versus the Collective Intelligence of Multiple Physicians in Ambulatory Cases Referred for Specialist Consultation. Med Decis Making 2021; 42:293-302. [PMID: 34378444 DOI: 10.1177/0272989x211031209] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/16/2022]
Abstract
BACKGROUND Studies report higher diagnostic accuracy using the collective intelligence (CI) of multiple clinicians compared with individual clinicians. However, the diagnostic process is iterative, and unexplored is the value of CI in improving clinical recommendations leading to a final diagnosis. METHODS To compare the appropriateness of diagnostic recommendations advised by individual physicians versus the CI of physicians, we entered actual consultation requests sent by primary care physicians to specialists onto a web-based CI platform capable of collecting diagnostic recommendations (next steps for care) from multiple physicians. We solicited responses to 35 cases (12 endocrinology, 13 gynecology, 10 neurology) from ≥3 physicians of any specialty through the CI platform, which aggregated responses into a CI output. The primary outcome was the appropriateness of individual physician recommendations versus the CI output recommendations, using recommendations agreed upon by 2 specialists in the same specialty as a gold standard. The secondary outcome was the recommendations' potential for harm. RESULTS A total of 177 physicians responded. Cases had a median of 7 respondents (interquartile range: 5-10). Diagnostic recommendations in the CI output achieved higher levels of appropriateness (69%) than recommendations from individual physicians (45%; χ2 = 5.95, P = 0.015). Of the CI recommendations, 54% were potentially harmful, as compared with 41% of individuals' recommendations (χ2 = 2.49, P = 0.11). LIMITATIONS Cases were from a single institution. CI was solicited using a single algorithm/platform. CONCLUSIONS When seeking specialist guidance, diagnostic recommendations from the CI of multiple physicians are more appropriate than recommendations from most individual physicians, measured against specialist recommendations. Although CI provides useful recommendations, some have potential for harm. Future research should explore how to use CI to improve diagnosis while limiting harm from inappropriate tests/therapies.
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Affiliation(s)
- Elaine C Khoong
- Division of General Internal Medicine at Zuckerberg San Francisco General Hospital, Department of Medicine, UCSF, San Francisco, CA, USA.,Center for Vulnerable Populations at Zuckerberg San Francisco General Hospital, UCSF, San Francisco, CA,USA
| | - Sarah S Nouri
- Division of General Internal Medicine, Department of Medicine, UCSF, San Francisco, CA, USA
| | - Delphine S Tuot
- Center for Vulnerable Populations at Zuckerberg San Francisco General Hospital, UCSF, San Francisco, CA,USA.,Division of Nephrology, Department of Medicine, UCSF, San Francisco, CA, USA.,Center for Innovation in Access and Quality at Zuckerberg San Francisco General Hospital, UCSF, San Francisco, CA, USA
| | - Shantanu Nundy
- George Washington University Milken Institute School of Public Health, Washington, DC, USA.,Accolade, Inc, Plymouth Meeting, PA
| | - Valy Fontil
- Division of General Internal Medicine at Zuckerberg San Francisco General Hospital, Department of Medicine, UCSF, San Francisco, CA, USA.,Center for Vulnerable Populations at Zuckerberg San Francisco General Hospital, UCSF, San Francisco, CA,USA
| | - Urmimala Sarkar
- Division of General Internal Medicine at Zuckerberg San Francisco General Hospital, Department of Medicine, UCSF, San Francisco, CA, USA.,Center for Vulnerable Populations at Zuckerberg San Francisco General Hospital, UCSF, San Francisco, CA,USA
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16
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Mork-Knudsen H, Lysdahl KB, Chilanga CC. Workplace factors facilitating the radiographers' assessment of referrals for diagnostic imaging - A qualitative study. Radiography (Lond) 2021; 28:24-30. [PMID: 34364785 DOI: 10.1016/j.radi.2021.07.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/13/2021] [Revised: 07/19/2021] [Accepted: 07/20/2021] [Indexed: 11/16/2022]
Abstract
INTRODUCTION Radiology referrals are assessed for appropriate imaging based on the available clinical information. The task is legally the responsibility of the radiologists but could be delegated to radiographers under guidance. Knowledge of how this task is organised in radiology departments is limited. The study aim was to identify workplace factors facilitating the radiographers' assessment of referrals for medical imaging. METHODS Five radiographers were recruited by convenience- and snowball-sampling techniques through the online social media platform LinkedIn. The participants represented different private and public hospitals and had from three to above ten years of experience with assessment of referrals for plain and cross sectional imaging. Following a qualitative approach, 60-min in-depth semi-structured interviews were conducted through online video meetings. Interviews followed a topic guide with 15 questions and 20 keywords, previously tested through a pilot interview. Systematic text condensation was performed using NVivo 12, where central themes and underlying subthemes were developed. RESULTS Five central facilitating factors were identified, each with subthemes identified as: (1) Formal responsibilities; Documented delegation, Specific role description, (2) Training; Achieving skills, Maintaining skills, (3) Guidelines; Clinical indications, Priority, (4) Resource allocation; Time, Staff, (5) a Supporting environment; Teamwork, Mutual benefits, Feedback and knowledge sharing. CONCLUSION The study adds new and valuable insights into workplace factors facilitating the radiographers' delegated task of assessing referrals. Workflows adapting such factors benefit radiographers by increasing knowledge and professional development, while positively re-allocating radiologist resources. IMPLICATIONS FOR PRACTICE The study findings may support radiology workplaces in establishing or improving referral assessment by radiographers. Subsequently, improved quality of patient services may be achieved.
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Affiliation(s)
- H Mork-Knudsen
- The University of South-Eastern Norway (USN), Grønland 58, 3045 Drammen, Norway.
| | - K B Lysdahl
- The University of South-Eastern Norway (USN), Grønland 58, 3045 Drammen, Norway.
| | - C C Chilanga
- The University of South-Eastern Norway (USN), Grønland 58, 3045 Drammen, Norway.
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17
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Adambounou K, Kambiré F, Adigo AMY, Akoha S, Adjenou K. Analyse de la justification de l'irradiation médicale pédiatrique liée à la Tomodensitométrie (TDM) à Lomé (Togo). J Med Imaging Radiat Sci 2021; 52:277-285. [PMID: 33952436 DOI: 10.1016/j.jmir.2021.03.034] [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: 02/02/2021] [Revised: 03/18/2021] [Accepted: 03/23/2021] [Indexed: 11/17/2022]
Abstract
OBJECTIVE To evaluate the justification of medical irradiation related to CT scans performed in children in Lome. MATERIALS AND METHODS Descriptive cross-sectional study of CT scans performed from 1 September to 30 November 2019 in children aged 0 to 18 years. The analysis of the justification was made particularly on the formulation of the clinical indication, the consistency of the clinical indication with the requested CT and the conformity of the clinical indication with the Good Practice Guide (GPG) medical imaging examinations of the French Society of Radiology (SFR) and French Nuclear Medicine Society (SFMN). RESULTS The 175 CT scans included were dominated by cerebral CT (72.57%) followed by abdominal-pelvic CT (8%). Boys-dominated children (sex ratio=1.19) had an average age of 10.47+/-5.9. Prescribers composed of medical specialists (49.14%), general practitioner (31.43%) and paramedics (5%), requested in 21.14% of cases an imaging examination not or less irradiant before the CT. Clinical indication formulation was good in 70.86%, acceptable in 26.86%, and poor in 1.71%. This was consistent with the exam requested in 99.43% and conform with the GPG of the SFR in 48.57%. The more consistent the indications were with GPG, the more pathological the results were. Approximately 53% of the CT scans performed were not a priori justified. CONCLUSION Pediatric medical irradiation related to CT at Lome was in more than half of the cases a priori unjustified. Efforts must be made by practitioners to ensure that paediatric medical irradiation is judicious in Togo.
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Affiliation(s)
- Kokou Adambounou
- Laboratoire de Biophysique et Imagerie médicale, Université de Lomé, 01 BP 1515 Lomé 01, Togo; Service de Radiologie et Imagerie médicale, CHU Campus de Lomé, 03 BP 30284, Togo.
| | - Fulbert Kambiré
- Laboratoire de Biophysique et Imagerie médicale, Université de Lomé, 01 BP 1515 Lomé 01, Togo
| | | | - Setondé Akoha
- Service de Radiologie et Imagerie médicale, CHU Campus de Lomé, 03 BP 30284, Togo
| | - Komlanvi Adjenou
- Service de Radiologie et Imagerie médicale, CHU Campus de Lomé, 03 BP 30284, Togo
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18
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Venturelli F, Ottone M, Pignatti F, Bellocchio E, Pinotti M, Besutti G, Djuric O, Giorgi Rossi P. Using text analysis software to identify determinants of inappropriate clinical question reporting and diagnostic procedure referrals in Reggio Emilia, Italy. BMC Health Serv Res 2021; 21:103. [PMID: 33514372 PMCID: PMC7847028 DOI: 10.1186/s12913-021-06093-0] [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: 03/02/2020] [Accepted: 01/17/2021] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND Inappropriate prescribing of diagnostic procedures leads to overdiagnosis, overtreatment and resource waste in healthcare systems. Effective strategies to measure and to overcome inappropriateness are essential to increasing the value and sustainability of care. We aimed to describe the determinants of inappropriate reporting of the clinical question and of inappropriate imaging and endoscopy referrals through an analysis of general practitioners' (GP) referral forms in the province of Reggio Emilia, Italy. METHODS A clinical audit was conducted on routinely collected referral forms of all GPs of Reggio Emilia province. All prescriptions for gastroscopy, colonoscopy, neurological and musculoskeletal computerised tomography (CT) and magnetic resonance imaging (MRI) from 2012 to 2017 were included. The appropriateness of referral forms was assessed using Clinika VAP software, which combines semantic analysis of clinical questions and available metadata. Local protocols agreed on by all physicians defined criteria of appropriateness. Two multilevel logistic models were used to identify multiple predictors of inappropriateness of referral forms and to analyse variability among GPs, primary care subdistricts and healthcare districts. RESULTS Overall, 37% of referral forms were classified as inappropriate, gastroscopy and CT showed higher proportions of inappropriate referrals compared to colonoscopy and MRI. Inappropriateness increased with patient age for CT and MRI; for gastroscopy, it was lower for patients aged 65-84 compared to those younger, and for colonoscopy, it was higher for older patients. Fee exemptions were associated with inappropriateness in MRI referral forms. The effect of GPs' practice organization was consistent across all tests, showing higher inappropriateness for primary care medical networks than in primary care medical groups. Male GPs were associated with inappropriateness in endoscopy, and older GPs were associated with inappropriateness in musculoskeletal CT. While there was moderate variability in the inappropriate prescribing among GPs, there was not among the healthcare districts or primary care subdistricts. CONCLUSIONS Routinely collected data and IT tools can be useful to identify and monitor diagnostic procedures at high risk of inappropriate prescribing. Assessing determinants of inappropriate referral makes it possible to tailor educational and organizational interventions to those who need them.
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Affiliation(s)
- Francesco Venturelli
- Epidemiology Unit, Azienda USL-IRCCS di Reggio Emilia, via Amendola 2, 42122, Reggio Emilia, Italy.,Clinical and Experimental Medicine PhD program, University of Modena and Reggio Emilia, Modena, Italy
| | - Marta Ottone
- Epidemiology Unit, Azienda USL-IRCCS di Reggio Emilia, via Amendola 2, 42122, Reggio Emilia, Italy.
| | - Fabio Pignatti
- Department of Primary Care, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Eletta Bellocchio
- Department of Primary Care, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Mirco Pinotti
- Department of Primary Care, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Giulia Besutti
- Clinical and Experimental Medicine PhD program, University of Modena and Reggio Emilia, Modena, Italy.,Radiology Unit, Azienda USL-IRCCS di Reggio Emilia, Reggio Emilia, Italy
| | - Olivera Djuric
- Epidemiology Unit, Azienda USL-IRCCS di Reggio Emilia, via Amendola 2, 42122, Reggio Emilia, Italy
| | - Paolo Giorgi Rossi
- Epidemiology Unit, Azienda USL-IRCCS di Reggio Emilia, via Amendola 2, 42122, Reggio Emilia, Italy
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Mendelson RM. Diagnostic imaging: Doing the right thing. J Med Imaging Radiat Oncol 2020; 64:353-360. [PMID: 32052577 DOI: 10.1111/1754-9485.13004] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/29/2019] [Revised: 01/01/2020] [Accepted: 01/09/2020] [Indexed: 12/17/2022]
Abstract
Inappropriate diagnostic imaging (DI) is a burgeoning issue and embraces its overuse and its misapplication. The obverse problem is one of underuse - that is when patients who should undergo imaging fail to do so. This article attempts to define these problems, examines the causes and effects and suggests some potential solutions.
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Affiliation(s)
- Richard M Mendelson
- Department of Diagnostic and Interventional Radiology, Royal Perth Hospital, Perth, Western Australia, Australia.,School of Surgery, University of Western Australia, Perth, Western Australia, Australia
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20
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Gabelloni M, Di Nasso M, Morganti R, Faggioni L, Masi G, Falcone A, Neri E. Application of the ESR iGuide clinical decision support system to the imaging pathway of patients with hepatocellular carcinoma and cholangiocarcinoma: preliminary findings. Radiol Med 2020; 125:531-537. [PMID: 32020528 DOI: 10.1007/s11547-020-01142-w] [Citation(s) in RCA: 28] [Impact Index Per Article: 7.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/09/2019] [Accepted: 01/16/2020] [Indexed: 01/10/2023]
Abstract
BACKGROUND Our purpose was to assess the performance of ESR iGuide for assisting the selection of the most appropriate imaging tests based on clinical signs and symptoms in patients with hepatocellular carcinoma (HCC) or cholangiocarcinoma (CC). METHODS We retrospectively reviewed the medical records of 113 patients with a final diagnosis of HCC or CC. Data from a cohort of 40 patients with a reported clinical history suggestive for either disease, who had undergone at least their first imaging test related to their condition at the same Institution, were entered into ESR iGuide. The appropriateness level of the diagnostic tests suggested by ESR iGuide was compared with that of the tests actually performed. RESULTS All patients underwent several imaging examinations, ranging from a minimum of 1 to a maximum of 4, for a total of 98 diagnostic procedures. Of these, 79.6% (78/98) were considered "usually appropriate" by ESR iGuide, 11.2% (11/98) were designated as "may be appropriate", and 9.2% (9/98) were not even suggested. Given a total estimated cost of €14,016 for the 98 examinations performed within the regional (BLINDED) healthcare system, the usage of ESR iGuide would have allowed saving €3033 (21.6%) due to inappropriate testing. CONCLUSIONS In patients with HCC or CC, ESR iGuide can be effective in guiding the selection of the appropriate imaging examinations and cutting costs due to inappropriate testing.
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Affiliation(s)
- Michela Gabelloni
- Diagnostic and Interventional Radiology, Department of Translational Research, University of Pisa, Via Roma, 67, 56126, Pisa, Italy.
| | - Matteo Di Nasso
- Diagnostic and Interventional Radiology, Department of Translational Research, University of Pisa, Via Roma, 67, 56126, Pisa, Italy
| | - Riccardo Morganti
- Department of Clinical and Experimental Medicine, Section of Statistics, University of Pisa, Via Roma, 67, 56126, Pisa, Italy
| | - Lorenzo Faggioni
- Diagnostic and Interventional Radiology, Department of Translational Research, University of Pisa, Via Roma, 67, 56126, Pisa, Italy
| | - Gianluca Masi
- Department of Oncology, University Hospital of Pisa, Via Roma, 67, 56126, Pisa, Italy
| | - Alfredo Falcone
- Department of Oncology, University Hospital of Pisa, Via Roma, 67, 56126, Pisa, Italy
| | - Emanuele Neri
- Diagnostic and Interventional Radiology, Department of Translational Research, University of Pisa, Via Roma, 67, 56126, Pisa, Italy
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21
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Lumbreras B, Salinas JM, Gonzalez-Alvarez I. Cumulative exposure to ionising radiation from diagnostic imaging tests: a 12-year follow-up population-based analysis in Spain. BMJ Open 2019; 9:e030905. [PMID: 31537572 PMCID: PMC6756468 DOI: 10.1136/bmjopen-2019-030905] [Citation(s) in RCA: 12] [Impact Index Per Article: 2.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/06/2023] Open
Abstract
OBJECTIVES To calculate each patient's cumulative radiation exposure and the recurrent tests during a 12-year study period, according to sex and age, in routine practice. DESIGN Retrospective cohort study. SETTING A general hospital with a catchment population of 224 751 people, in the Southeast of Spain. PARTICIPANTS Population belonged to the catchment area of that hospital in 2007. We collected all consecutive diagnostic imaging tests undergone by this population until 31 December 2018. We excluded: imaging tests that did not involve radiation exposure. MAIN OUTCOME MEASURES The cumulative effective dose and the recurrent imaging tests by sex and age at entry of study. RESULTS Of the 224 751 people, 154 520 (68.8%) underwent an imaging test. The population had 1 335 752 imaging tests during the period of study: 1 110 077 (83.0%) plain radiography; 156 848 (11.8%) CT; 63 157 (4.8%) fluoroscopy and 5670 (0.4%) interventional radiography. 25.4% of the patients who had a CT, underwent five or more CTs (5.4% in the 0-20 years age group). The median total cumulative effective dose was 2.10 mSv (maximum 3980.30) and 16.30 mSv (maximum 1419.30 mSv) if we considered only doses associated with CT. Women received more effective dose than men (median 2.38 vs median 1.90, p<0.001). A total of 7142 (4.6%) patients received more than 50 mSv, with differences in men and women (p<0.001) and 2.5% of the patients in the 0-20 years age group, if we considered only doses associated with CT. CONCLUSIONS Nearly 5% of patients received doses higher than 50 mSv during the 12-year period of study and 2.5% of the patients in the 0-20 years age group, if we considered only doses associated with CT. The rate of recurrent examinations was high, especially in older patients, but also relevant in the 0-20 years age group.
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Affiliation(s)
- Blanca Lumbreras
- Department of Public Health, Miguel Hernandez University of Elche, Alicante, Spain
- CIBER en Epidemiología y Salud Pública, Alicante, Spain
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Porcel JM. Time to embrace POCUS as part of the bedside diagnosis of respiratory diseases. Respirology 2019; 25:466-467. [PMID: 31454141 DOI: 10.1111/resp.13692] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/13/2019] [Accepted: 08/15/2019] [Indexed: 01/04/2023]
Affiliation(s)
- José M Porcel
- Pleural Medicine Unit, Department of Internal Medicine, Arnau de Vilanova University Hospital, IRBLleida, Lleida, Spain
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Lippi G. Weighting healthcare efficiency against available resources: value is the goal. ACTA ACUST UNITED AC 2018; 5:39-40. [PMID: 29858902 DOI: 10.1515/dx-2018-0031] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Giuseppe Lippi
- Section of Clinical Biochemistry, University Hospital of Verona, Piazzale LA Scuro, 37100 Verona, Italy
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