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Javed H, Imran M, Nazir QUA, Fatima I, Humayun A. Increased trend of unnecessary use of radiological diagnostic modalities in Pakistan: radiologists perspective. Int J Qual Health Care 2020; 31:712-716. [PMID: 30476150 DOI: 10.1093/intqhc/mzy234] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/04/2018] [Revised: 10/13/2018] [Accepted: 10/29/2018] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND Over the past few years, a significant overuse of radiological investigations influenced the quality and cost of healthcare of the country as it may lead to non-compliance of the patient due to non-affordability and also may harm the patient in terms of radiation hazards. Pakistan, being a low-income, resource-constraint country, is facing financial impact on families as well as health system due to multiple reasons. OBJECTIVES The purpose of study is to identify reasons of unnecessary use of radiological diagnostic modalities in Pakistani hospitals as perceived by radiologists. METHODS A cross-sectional study was conducted on a total of all 105 radiologists, having at least 1 year experience of working in radiology, working in five tertiary care hospitals in Lahore. A self-constructed, self-administered, pretested 5-point Likert scale opinion-based questionnaire was administered after taking informed consent. It includes questions about excessive radiological use that may be attributed to the physicians, investigations, patients and other non-categorized causes. Results were analyzed using SPSS version 23. RESULTS Since the assessment forms were handed over and collected from the radiologists in person, the response rate was 100%. Of a total of 105 respondents, 78 (74.28%) respondentsagreed that there is an actual increase, 25 (23.80%) respondents disagreed and 2 (1.90%) respondents were unsure. Most important reasons for increased usage of radiological investigations are 'need of accuracy of diagnosis' (P = 0.009), 'trend of physicians to repeat tests in order to confirm preset diagnoses' (P-value = 0.03), 'lack of knowledge about proper usage of radiological advances' (P-value = 0.005) and 'lack of proper clinical examination' (P-value = 0.04). CONCLUSION Unnecessary use of radiological investigations is actually there as perceived by radiologists, which is attributed to inadequate knowledge, attitude and training of physicians to refer patients to radiological resources. This research can be a stepping stone for future researchers as it can be used for elaborating these causes individually and finding ways as to how each of these causes can be controlled and minimized to bring about a decline in excessive usage of these modalities for the betterment of the patients.
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Affiliation(s)
- Hassan Javed
- Department of Public Health and Community Medicine, Shaikh Khalifa Bin Zayed Al-Nahyan Medical College, Shaikh Zayed Postgraduate Medical Institute, Shaikh Zayed Medical Complex, Lahore, Pakistan
| | - Mahum Imran
- Department of Public Health and Community Medicine, Shaikh Khalifa Bin Zayed Al-Nahyan Medical College, Shaikh Zayed Postgraduate Medical Institute, Shaikh Zayed Medical Complex, Lahore, Pakistan
| | - Qurrat-Ul-Ain Nazir
- Department of Public Health and Community Medicine, Shaikh Khalifa Bin Zayed Al-Nahyan Medical College, Shaikh Zayed Postgraduate Medical Institute, Shaikh Zayed Medical Complex, Lahore, Pakistan
| | - Iram Fatima
- Institute of Quality Management, University of the Punjab, Lahore, Pakistan
| | - Ayesha Humayun
- Department of Public Health and Community Medicine, Shaikh Khalifa Bin Zayed Al-Nahyan Medical College, Shaikh Zayed Postgraduate Medical Institute, Shaikh Zayed Medical Complex, Lahore, Pakistan
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Hynes JP, Murray AS, Murray OM, Eustace SK, Gilchrist S, Dolan A, Lawler LP. Use of Lean Six Sigma methodology shows reduction of inpatient waiting time for peripherally inserted central catheter placement. Clin Radiol 2019; 74:733.e5-733.e9. [PMID: 31128853 DOI: 10.1016/j.crad.2019.04.022] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/25/2019] [Accepted: 04/24/2019] [Indexed: 10/26/2022]
Abstract
AIM The aim of this study was to assess the use of Lean Six Sigma methodology to improve the turnaround time (TAT) for inpatient peripherally inserted central catheter (PICC) placement. MATERIALS AND METHODS Value stream mapping was used to analyse the workflow process for inpatient PICC placement and to divide it into its component parts. Unnecessary steps were eliminated and variation minimised in the remaining processes. The TAT for PICC line placement was recorded for the 6 months prior to implementation of changes, and subsequently, at the 6-month and 2-year follow-up points. RESULTS Prior to implementing the changes, the mean TAT for PICC line placement was 3.74±3.28 days (95% confidence interval [CI]=3.3-4.17). Six months after implementation, the mean TAT was 1.89±1.82 days (95% CI=1.72-2.06, p<0.0001). The reduction was sustained such that at 2 years post-implementation the mean TAT was 1.88±1.87 days (95% CI=1.78-1.99, p<0.0001). This was achieved despite a 13.8% increase in overall interventional radiological activity. CONCLUSION By applying Lean Six Sigma methodology to the complex multifactorial processes involved from ordering a PICC to its final insertion, it was possible to identify areas for improvement and to introduce simple, effective measures that resulted in a significant sustained decrease in the TAT without additional resources.
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Affiliation(s)
- J P Hynes
- Department of Radiology, Mater Misericordiae University Hospital, Eccles St, Dublin 7, Ireland.
| | - A S Murray
- Department of Radiology, Mater Misericordiae University Hospital, Eccles St, Dublin 7, Ireland
| | - O M Murray
- Department of Radiology, Mater Misericordiae University Hospital, Eccles St, Dublin 7, Ireland
| | - S K Eustace
- Department of Radiology, Mater Misericordiae University Hospital, Eccles St, Dublin 7, Ireland
| | - S Gilchrist
- Department of Radiology, Mater Misericordiae University Hospital, Eccles St, Dublin 7, Ireland
| | - A Dolan
- Department of Radiology, Mater Misericordiae University Hospital, Eccles St, Dublin 7, Ireland
| | - L P Lawler
- Department of Radiology, Mater Misericordiae University Hospital, Eccles St, Dublin 7, Ireland
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Côté MJ, Smith MA. Forecasting the demand for radiology services. Health Syst (Basingstoke) 2017; 7:79-88. [PMID: 31214340 DOI: 10.1080/20476965.2017.1390056] [Citation(s) in RCA: 6] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/05/2016] [Revised: 04/18/2017] [Accepted: 04/27/2017] [Indexed: 10/28/2022] Open
Abstract
Since the demand for health services is the key driver for virtually all of a health care organisation's financial and operational activities, it is imperative that health care managers invest the time and effort to develop appropriate and accessible forecasting models for their facility's services. In this article, we analyse and forecast the demand for radiology services at a large, tertiary hospital in Florida. We demonstrate that a comprehensive and accurate forecasting model can be constructed using well-known statistical techniques. We then use our model to illustrate how to provide decision support for radiology managers with respect to department staffing. The methodology we present is not limited to radiology services and we advocate for more routine and widespread use of demand forecasting throughout the health care delivery system.
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Affiliation(s)
- Murray J Côté
- Department of Health Policy and Management, School of Public Health, Texas A&M Health Science Center, College Station, TX, USA
| | - Marlene A Smith
- The Business School, University of Colorado Denver, Denver, CO, USA
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Abstract
OBJECTIVE We have previously reported inpatient imaging utilization trends at our institution from fiscal year (FY) 1984 through FY 2002. In this study, we assessed the trends in imaging utilization for inpatients from FY 2003 through FY 2012. MATERIALS AND METHODS In this institutional review board-approved retrospective study performed at a 793-bed tertiary care academic institution, we reviewed imaging utilization in adult inpatients from October 1, 2002, through September 30, 2012 (FY 2003 through FY 2012), and recorded the gross number of imaging studies coded by modality (conventional [radiography and fluoroscopy], ultrasound, nuclear medicine, CT, and MRI) and associated relative value units (RVUs). We used linear regression to assess trends in number of imaging studies and RVUs per case-mix-adjusted admission (CMAA). RESULTS The total number of imaging studies, as well as the number of CT, nuclear medicine, and conventional studies adjusted for case mix, decreased (p=0.02, p=0.0006, p=0.0008, and p=0.001, respectively); CT per CMAA increased until FY 2009 and then decreased through FY 2012. Utilization of ultrasound and MRI did not change significantly (p=0.15 and p=0.22, respectively). Unadjusted global RVUs increased until FY 2009 and then showed a slight decrease through FY 2012 (p=0.04), whereas RVUs per CMAA did not change significantly (p=0.18). CONCLUSION After decades of continued rise, imaging utilization for inpatients significantly decreased by most measures between FY 2009 and FY 2012. Future studies to evaluate the contribution of various factors to this decline, including efforts to reduce inappropriate use of imaging and concerns about potential harms of radiation exposure, may be helpful in optimizing imaging utilization and resource planning.
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Wu CY, Hu HY, Chen L, Huang N, Chou YJ, Li CP. Investigating the utilization of radiological services by physician patients: a population-based cohort study in Taiwan. BMC Health Serv Res 2013; 13:284. [PMID: 23879804 PMCID: PMC3733840 DOI: 10.1186/1472-6963-13-284] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/14/2013] [Accepted: 07/20/2013] [Indexed: 12/21/2022] Open
Abstract
BACKGROUND Advances in radiology technology have contributed to a substantial increase in utilization of radiology services. Physicians, who are well educated in medical matters, would be expected to be knowledgeable about prudent or injudicious use of radiological services. The aim of this study was to evaluate differences in the utilization of radiology modalities among physician and non-physician patients. METHODS This nationwide population-based cohort study was carried out using data obtained from the Taiwan National Insurance Database from 1997 to 2008. Physicians and comparison controls selected by propensity score matching were enrolled in the current study. The claims data of ambulatory care and inpatient discharge records were used to measure the utilization of various radiology modalities. Utilization rates of each modality were compared between physicians and non-physicians, and odds ratios of the utilization of each radiology modality were measured. Multiple logistic regression analysis was used to examine the predictors of X-ray, MRI, and interventional procedures utilization during the study period. RESULTS The utilization of most radiologic services increased among physicians and the comparison group during the observation period. Compared to non-physicians, physicians had significantly higher utilization rates of computed tomography and magnetic resonance imaging (MRI) but lower utilization rates of X-rays, sonography, and interventional procedures. After adjusting for age, gender, major diseases, urbanicity, and residential regions, logistic regression analysis showed that, compared to non-physicians, the physicians used significantly more MRI (odds ratio [OR]: 2.19, 95% confidence interval [CI]: 1.68-2.84, P < 0.001) and significantly less X-rays and interventional procedures (OR: 0.85, 95% CI: 0.72-0.99, P = 0.04 for X-rays and OR: 0.67, 95% CI: 0.54-0.83, P < 0.001 for interventional procedures). Being a physician was a significant predictor of greater usage of MRI and of less usage of X-ray and interventional procedures. CONCLUSIONS This study revealed different utilization patterns of X-rays, MRI, and interventional procedures between physician and non-physician patients, even after controlling for such factors as socioeconomic status and major diseases.
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Affiliation(s)
- Chen-Yi Wu
- Institute of Public Health, National Yang-Ming University, No. 155, Sec. 2,Li-Nong Street, Taipei, Taiwan
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Serapião PRB, Ribeiro EA, Porto GS, Galina SVR, Marques PMDA. O perfil Brasileiro de propriedade intelectual em radiologia e diagnóstico por imagem em um contexto internacional, nos anos 2000-2009. Radiol Bras 2011. [DOI: 10.1590/s0100-39842011000400009] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022] Open
Abstract
OBJETIVO: Analisar a inovação tecnológica brasileira na área de radiologia e diagnóstico por imagem, em termos de indicadores de patentes. MATERIAIS E MÉTODOS: Este é um estudo analítico-exploratório de informações recuperadas por meio de consultas cruzadas nas bases de dados dos escritórios de propriedade intelectual do Brasil (Instituto Nacional da Propriedade Industrial - INPI), dos Estados Unidos (United States Patent and Trademark Office - USPTO) e da Europa (European Patent Office - EPO). RESULTADOS: Foram encontradas 277.057 patentes. Desse total, 7.800 foram registradas no INPI (3%), 65.428 (24%) registradas no EPO e 203.829 (73%) emitidas no USPTO. O Brasil é o país signatário em 1.732 patentes publicadas no INPI, 80 no EPO e 26 no escritório USPTO. Globalmente, 219.993 (79%) patentes referiam-se a dispositivos eletrônicos ligados a informática em saúde, ultrassonografia, ressonância magnética, tomografia computadorizada e procedimentos de geração, comunicação e arquivamento de imagens, e 57.064 (21%) das patentes tratavam das tecnologias relacionadas a radioproteção e dosimetria, física nuclear, eletroterapia, terapia magnética e radioterapia. CONCLUSÃO: Os resultados obtidos apontam para a fragilidade da produção nacional de inovação tecnológica registrada em patentes, no campo de radiologia e diagnóstico por Imagem.
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Hofmann B. Too much of a good thing is wonderful? A conceptual analysis of excessive examinations and diagnostic futility in diagnostic radiology. MEDICINE, HEALTH CARE, AND PHILOSOPHY 2010; 13:139-148. [PMID: 20151206 DOI: 10.1007/s11019-010-9233-8] [Citation(s) in RCA: 14] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
It has been argued extensively that diagnostic services are a general good, but that it is offered in excess. So what is the problem? Is not "too much of a good thing wonderful", to paraphrase Mae West? This article explores such a possibility in the field of radiological services where it is argued that more than 40% of the examinations are excessive. The question of whether radiological examinations are excessive cries for a definition of diagnostic futility. However, no such definition is found in the literature. As a response, this article addresses the issue of diagnostic futility in five steps. First, it investigates whether the concept of therapeutic futility can be adapted to diagnostics. A closer analysis of the concept of therapeutic futility reveals that this will not do the trick. Second, the article scrutinizes whether there are sources for clarifying diagnostic futility in the extensive debate on excessive radiological examination. Investigating the debate's terms and definitions reveals a disparate terminology and no clear concepts. On the contrary, the study uncovers that quite different and incompatible issues are at stake. Third, the article examines a procedural approach, which is widely used for settling controversies over utility by focusing on the role of the professionals. On scrutiny however, a procedural approach will not solve the problem in diagnostics. Fourth, a value analysis reveals how we have to decide on the negative value of excessive examinations before we can measure excess. The final and constructive part presents a definition of diagnostic futility drawing upon the lessons from the previous analytical steps. Altogether, too much radiological examination is not a good thing. This is simply because radiological examinations are not unanimously good. Excessive radiological examinations can be defined, but not by one simple general and value-neutral definition. We have to settle with contextually framed value-related definitions. Such definitions will state how bad "too much of a good thing" is and make it possible to assess how much of the bad thing there is. Hence we have to know how bad it is before we can tell how much of it there is in the world.
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Affiliation(s)
- Bjørn Hofmann
- Faculty of Health Care and Nursing, University College of Gjøvik, PO Box 191, 2802, Gjøvik, Norway.
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Lysdahl KB, Hofmann BM. What causes increasing and unnecessary use of radiological investigations? A survey of radiologists' perceptions. BMC Health Serv Res 2009; 9:155. [PMID: 19723302 PMCID: PMC2749824 DOI: 10.1186/1472-6963-9-155] [Citation(s) in RCA: 55] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/05/2009] [Accepted: 09/01/2009] [Indexed: 11/30/2022] Open
Abstract
BACKGROUND Growth in use and overuse of diagnostic imaging significantly impacts the quality and costs of health care services. What are the modifiable factors for increasing and unnecessary use of radiological services? Various factors have been identified, but little is known about their relative impact. Radiologists hold key positions for providing such knowledge. Therefore the purpose of this study was to obtain radiologists' perspective on the causes of increasing and unnecessary use of radiological investigations. METHODS In a mailed questionnaire radiologist members of the Norwegian Medical Association were asked to rate potential causes of increased investigation volume (fifteen items) and unnecessary investigations (six items), using five-point-scales. Responses were analysed by using summary statistics and Factor Analysis. Associations between variables were determined using Students' t-test, Spearman rank correlation and Chi-Square tests. RESULTS The response rate was 70% (374/537). The highest rated causes of increasing use of radiological investigations were: a) new radiological technology, b) peoples' demands, c) clinicians' intolerance for uncertainty, d) expanded clinical indications, and e) availability. 'Over-investigation' and 'insufficient referral information' were reported the most frequent causes of unnecessary investigations. Correlations between causes of increasing and unnecessary radiology use were identified. CONCLUSION In order to manage the growth in radiological imaging and curtail inappropriate investigations, the study findings point to measures that influence the supply and demand of services, specifically to support the decision-making process of physicians.
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Affiliation(s)
- Kristin B Lysdahl
- Faculty of Health Sciences, Oslo University College, Oslo, Norway
- Section for Medical Ethics, Faculty of Medicine, University of Oslo, Oslo, Norway
| | - Bjørn M Hofmann
- Section for Medical Ethics, Faculty of Medicine, University of Oslo, Oslo, Norway
- Faculty of Health Care and Nursing, Gjøvik University College, Gjøvik, Norway
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