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Shimoni Z, Gazi M, Froom P. Do Laboratory Blood Tests Change Medical Care in Patients Hospitalized with Community-Acquired Pneumonia? Diagnostics (Basel) 2024; 14:302. [PMID: 38337819 PMCID: PMC10855841 DOI: 10.3390/diagnostics14030302] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/12/2024] [Revised: 01/25/2024] [Accepted: 01/26/2024] [Indexed: 02/12/2024] Open
Abstract
Background and Objectives: The prevalence of inappropriate laboratory testing is believed to be high, but only a limited number of studies have reviewed medical charts to determine whether tests impact medical care. Materials and Methods: From the electronic database, we selected 500 consecutive patients with community-acquired pneumonia who were hospitalized between January 2020 and October 2021. We excluded eight patients who had COVID-19, but were not identified in the database, and were only identified after chart review. To assess the impact of tests on medical care, we conducted a thorough review of the patients' charts. Results: The age of the patients was 78 ± 16 years, with 42.3% female (n = 208) hospitalized for a median of 4 days (25-75%, 3-6 days). There were 27957 laboratory test results during 2690 hospital days (10.4 tests per day of hospitalization). Of the 2997 tests carried out on admission 5.7% (n = 170) resulted in changes of medical care in 34.5% (170/492) of the patients, nearly all from the results of electrolytes, renal function tests, and serum glucose measurements. Tests that did not lead to any decision on medical care included 75.8% (7181/9478) on admission and 86.0% (15,898/18,479) on repetitive testing, i.e., repetitive testing accounted for 68.9% (15,898/23,079) of tests that did not change medical care. By excluding tests that did not change medical care, the overall testing rate would decrease by 82.6% (23,079/27,947), and from 10.4 tests per day to 2.1 tests per day. Conclusions: We conclude that the estimate of the overuse of laboratory testing, which includes all testing that does not change patient care, is much higher than reported using other methodologies. Most of the overuse was from repetitive testing that included unnecessary testing in patients without admission test results that changed medical care. Further investigation is needed to determine if these findings can be applied to patients with diverse health conditions and in different healthcare settings.
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Affiliation(s)
- Zvi Shimoni
- The Adelson School of Medicine, Ariel University, Ariel 4077625, Israel;
- Sanz Medical Center, Laniado Hospital, Netanya 4244916, Israel;
| | - Muhamad Gazi
- Sanz Medical Center, Laniado Hospital, Netanya 4244916, Israel;
| | - Paul Froom
- Clinical Utility Department, Sanz Medical Center, Laniado Hospital, Netanya 4244916, Israel
- School of Public Health, University of Tel Aviv, Tel Aviv 6997801, Israel
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2
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Lippi G, Mattiuzzi C, Favaloro EJ. Artificial intelligence in the pre-analytical phase: State-of-the art and future perspectives. J Med Biochem 2024; 43:1-10. [PMID: 38496022 PMCID: PMC10943465 DOI: 10.5937/jomb0-45936] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/08/2023] [Accepted: 08/24/2023] [Indexed: 03/19/2024] Open
Abstract
The use of artificial intelligence (AI) has become widespread in many areas of science and medicine, including laboratory medicine. Although it seems obvious that the analytical and post-analytical phases could be the most important fields of application in laboratory medicine, a kaleidoscope of new opportunities has emerged to extend the benefits of AI to many manual labor-intensive activities belonging to the pre-analytical phase, which are inherently characterized by enhanced vulnerability and higher risk of errors. These potential applications involve increasing the appropriateness of test prescription (with computerized physician order entry or demand management tools), improved specimen collection (using active patient recognition, automated specimen labeling, vein recognition and blood collection assistance, along with automated blood drawing), more efficient sample transportation (facilitated by the use of pneumatic transport systems or drones, and monitored with smart blood tubes or data loggers), systematic evaluation of sample quality (by measuring serum indices, fill volume or for detecting sample clotting), as well as error detection and analysis. Therefore, this opinion paper aims to discuss the state-of-the-art and some future possibilities of AI in the preanalytical phase.
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Affiliation(s)
- Giuseppe Lippi
- University of Verona, Section of Clinical Biochemistry and School of Medicine, Verona, Italy
| | - Camilla Mattiuzzi
- Hospital of Rovereto, Provincial Agency for Social and Sanitary Services (APSS), Medical Direction, Trento, Italy
| | - Emmanuel J. Favaloro
- Institute of Clinical Pathology and Medical Research (ICPMR), Sydney Centres for Thrombosis and Haemostasis, Department of Haematology, NSW Health Pathology, Westmead Hospital, Westmead, NSW Australia
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3
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Mrazek C, Haschke-Becher E, Felder TK, Keppel MH, Oberkofler H, Cadamuro J. Laboratory Demand Management Strategies-An Overview. Diagnostics (Basel) 2021; 11:1141. [PMID: 34201549 PMCID: PMC8305334 DOI: 10.3390/diagnostics11071141] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/21/2021] [Revised: 06/19/2021] [Accepted: 06/21/2021] [Indexed: 01/07/2023] Open
Abstract
Inappropriate laboratory test selection in the form of overutilization as well as underutilization frequently occurs despite available guidelines. There is broad approval among laboratory specialists as well as clinicians that demand management strategies are useful tools to avoid this issue. Most of these tools are based on automated algorithms or other types of machine learning. This review summarizes the available demand management strategies that may be adopted to local settings. We believe that artificial intelligence may help to further improve these available tools.
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Affiliation(s)
- Cornelia Mrazek
- Department of Laboratory Medicine, Paracelsus Medical University Salzburg, A-5020 Salzburg, Austria; (E.H.-B.); (T.K.F.); (M.H.K.); (H.O.); (J.C.)
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4
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Lapić I, Rogić D. Frequency of repetitive laboratory testing in patients transferred from the Emergency Department to hospital wards: a 3-month observational study. Diagnosis (Berl) 2021; 8:121-124. [PMID: 32549124 DOI: 10.1515/dx-2020-0047] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/15/2020] [Accepted: 04/20/2020] [Indexed: 11/15/2022]
Affiliation(s)
- Ivana Lapić
- Department of Laboratory Diagnostics, University Hospital Center Zagreb, Zagreb, Croatia
| | - Dunja Rogić
- Department of Laboratory Diagnostics, University Hospital Center Zagreb, Zagreb, Croatia
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5
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Mrazek C, Lippi G, Keppel MH, Felder TK, Oberkofler H, Haschke-Becher E, Cadamuro J. Errors within the total laboratory testing process, from test selection to medical decision-making - A review of causes, consequences, surveillance and solutions. Biochem Med (Zagreb) 2021; 30:020502. [PMID: 32550813 PMCID: PMC7271754 DOI: 10.11613/bm.2020.020502] [Citation(s) in RCA: 23] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/24/2020] [Accepted: 04/23/2020] [Indexed: 12/18/2022] Open
Abstract
Laboratory analyses are crucial for diagnosis, follow-up and treatment decisions. Since mistakes in every step of the total testing process may potentially affect patient safety, a broad knowledge and systematic assessment of laboratory errors is essential for future improvement. In this review, we aim to discuss the types and frequencies of potential errors in the total testing process, quality management options, as well as tentative solutions for improvement. Unlike most currently available reviews on this topic, we also include errors in test-selection, reporting and interpretation/action of test results. We believe that laboratory specialists will need to refocus on many process steps belonging to the extra-analytical phases, intensifying collaborations with clinicians and supporting test selection and interpretation. This would hopefully lead to substantial improvements in these activities, but may also bring more value to the role of laboratory specialists within the health care setting.
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Affiliation(s)
- Cornelia Mrazek
- Department of Laboratory Medicine, Paracelsus Medical University, Salzburg, Austria
| | - Giuseppe Lippi
- Section of Clinical Chemistry, University of Verona, Verona, Italy
| | - Martin H Keppel
- Department of Laboratory Medicine, Paracelsus Medical University, Salzburg, Austria
| | - Thomas K Felder
- Department of Laboratory Medicine, Paracelsus Medical University, Salzburg, Austria
| | - Hannes Oberkofler
- Department of Laboratory Medicine, Paracelsus Medical University, Salzburg, Austria
| | | | - Janne Cadamuro
- Department of Laboratory Medicine, Paracelsus Medical University, Salzburg, Austria
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6
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Laboratory test ordering in inpatient hospitals: a systematic review on the effects and features of clinical decision support systems. BMC Med Inform Decis Mak 2021; 21:20. [PMID: 33461548 PMCID: PMC7814592 DOI: 10.1186/s12911-020-01384-8] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/20/2020] [Accepted: 12/25/2020] [Indexed: 01/09/2023] Open
Abstract
Background Studies have revealed inappropriate laboratory testing as a source of waste. This review aimed at evaluating the effects and features of CDSSs on physicians' appropriate laboratory test ordering in inpatient hospitals. Method Medline through PubMed, SCOPUS, Web of Science, and Cochrane were queried without any time period restriction. Studies using CDSSs as an intervention to improve laboratory test ordering as the primary aim were included. The study populations in the included studies were laboratory tests, physicians ordering laboratory tests, or the patients for whom laboratory tests were ordered. The included papers were evaluated for their outcomes related to the effect of CDSSs which were categorized based on the outcomes related to tests, physician, and patients. The primary outcome measures were the number and cost of the ordered laboratory tests. The instrument from The National Heart Lung and Blood Institute (NIH) was used to assess the quality of the included studies. Moreover, we applied a checklist for assessing the quality and features of the CDSSs presented in the included studies. A narrative synthesis was used to describe and compare the designs and the results of included studies.
Result Sixteen studies met the inclusion criteria. Most studies were conducted based on a quasi-experimental design. The results showed improvement in laboratory test-related outcomes (e.g. proportion and cost of tests) and also physician-related outcomes (e.g. guideline adherence and orders cancellation). Patient-related outcomes (e.g. length of stay and mortality rate) were not well investigated in the included studies. In addition, the evidence about applying CDSS as a decision aid for interpreting laboratory results was rare. Conclusion CDSSs increase appropriate test ordering in hospitals through eliminating redundant test orders and enhancing evidence-based practice. Appropriate testing and cost saving were both affected by the CDSSs. However, the evidence is limited about the effects of laboratory test CDSSs on patient-related outcomes.
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7
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Bai L, Gao S, Burstein F, Kerr D, Buntine P, Law N. A systematic literature review on unnecessary diagnostic testing: The role of ICT use. Int J Med Inform 2020; 143:104269. [PMID: 32927268 DOI: 10.1016/j.ijmedinf.2020.104269] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/29/2020] [Revised: 08/10/2020] [Accepted: 09/02/2020] [Indexed: 12/19/2022]
Abstract
BACKGROUND The negative impact of unnecessary diagnostic tests on healthcare systems and patients has been widely recognized. Medical researchers in various countries have been devoting effort to reduce unnecessary diagnostic tests by using different types of interventions, including information and communications technology-based (ICT-based) intervention, educational intervention, audit and feedback, the introduction of guidelines or protocols, and the reward and punishment of staff. We conducted a review of ICT based interventions and a comparative analysis of their relative effectiveness in reducing unnecessary tests. METHOD A systematic Boolean search in PubMed, EMBase and EBSCOhost research databases was performed. Keyword search and citation analysis were also conducted. Empirical studies reporting ICT based interventions, and their implications on relative effectiveness in reducing unnecessary diagnostic tests (pathology tests or medical imaging) were evaluated independently by two reviewers based on a rigorously developed coding protocol. RESULTS 92 research articles from peer-reviewed journals were identified as eligible. 47 studies involved a single-method intervention and 45 involved multi-method interventions. Regardless of the number of interventions involved in the studies, ICT-based interventions were utilized by 71 studies and 59 of them were shown to be effective in reducing unnecessary testing. A clinical decision support (CDS) tool appeared to be the most adopted ICT approach, with 46 out of 71 studies using CDS tools. The CDS tool showed effectiveness in reducing test volume in 38 studies and reducing cost in 24 studies. CONCLUSIONS This review investigated five frequently utilized intervention methods, ICT-based, education, introduction of guidelines or protocols, audit and feedback, and reward and punishment. It provides in-depth analysis of the efficacy of different types of interventions and sheds insights about the benefits of ICT based interventions, especially those utilising CDS tools, to reduce unnecessary diagnostic testing. The replicability of the studies is limited due to the heterogeneity of the studies in terms of context, study design, and targeted types of tests.
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Affiliation(s)
- Lu Bai
- Faculty of Information Technology, Monash University, Melbourne, VIC, Australia
| | - Shijia Gao
- Faculty of Information Technology, Monash University, Melbourne, VIC, Australia
| | - Frada Burstein
- Faculty of Information Technology, Monash University, Melbourne, VIC, Australia.
| | - Donald Kerr
- USC Business School, University of the Sunshine Coast, Sippy Downs, QLD, Australia
| | - Paul Buntine
- Emergency Department, Box Hill Hospital, Melbourne, VIC, Australia; Eastern Health Clinical School, Faculty of Medicine, Nursing and Health Sciences, Monash University, Melbourne, VIC, Australia
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8
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Lang T. Minimum retesting intervals in practice: 10 years experience. ACTA ACUST UNITED AC 2020; 59:39-50. [DOI: 10.1515/cclm-2020-0660] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/06/2020] [Accepted: 06/22/2020] [Indexed: 12/27/2022]
Abstract
Abstract
Background
Minimum retesting intervals (MRI) are a popular demand management solution for the identification and reduction of over-utilized tests. In 2011 Association of Clinical Biochemistry and Laboratory Medicines (ACB) published evidence-based recommendations for the use of MRI.
Aim
The aim of the paper was to review the use of MRI over the period since the introduction of these recommendations in 2011 to 2020 and compare it to previous published data between 2000-2010.
Methods
A multi-source literature search was performed to identify studies that reported the use of a MRI in the management or identification of inappropriate testing between the years prior to (2000–2010) and after implementation (2011–2020) of these recommendations.
Results
31 studies were identified which met the acceptance criteria (2000–2010 n=4, 2011–2020 n=27). Between 2000 and 2010 4.6% of tests (203,104/4,425,311) were identified as failing a defined MRI which rose to 11.8% of tests (2,691,591/22,777,288) in the 2011–2020 period. For those studies between 2011 and 2020 reporting predicted savings (n=20), 14.3% of tests (1,079,972/750,580) were cancelled, representing a total saving of 2.9 M Euros or 2.77 Euro/test. The most popular rejected test was Haemoglobin A1c which accounted for nearly a quarter of the total number of rejected tests. 13 out 27 studies used the ACB recommendations.
Conclusions
MRI are now an established, safe and sustainable demand management tool for the identification and management of inappropriate testing. Evidence based consensus recommendations have supported the adoption of this demand management tool into practice across multiple healthcare settings globally and harmonizing laboratory practice.
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Affiliation(s)
- Tim Lang
- Department of Clinical Biochemistry , University Hospital of North Durham , North Road , Durham , County Durham , DH1 5TW , UK
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9
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Tamburrano A, Vallone D, Carrozza C, Urbani A, Sanguinetti M, Nicolotti N, Cambieri A, Laurenti P. Evaluation and cost estimation of laboratory test overuse in 43 commonly ordered parameters through a Computerized Clinical Decision Support System (CCDSS) in a large university hospital. PLoS One 2020; 15:e0237159. [PMID: 32760101 PMCID: PMC7410244 DOI: 10.1371/journal.pone.0237159] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/17/2020] [Accepted: 07/21/2020] [Indexed: 11/19/2022] Open
Abstract
BACKGROUND Computerized Clinical Decision Support Systems (CCDSS) have become increasingly important in ensuring patient safety and supporting all phases of clinical decision making. The aim of this study is to evaluate, through a CCDSS, the rate of the laboratory tests overuse and to estimate the cost of the inappropriate requests in a large university hospital. METHOD In this observational study, hospital physicians submitted the examination requests for the inpatients through a Computerized Physician Order Entry. Violations of the rules in tests requests were intercepted and counted by a CCDSS, over a period of 20 months. Descriptive and inferential statistics (Student's t-test and ANOVA) were made. Finally, the monthly comprehensive cost of the laboratory tests was calculated. RESULTS During the observation period a total of 5,716,370 requests were analyzed and 809,245 violations were counted. The global rate of overuse was 14.2% ± 3.0%. The most inappropriate exams were Alpha Fetoprotein (85.8% ± 30.5%), Chlamydia trachomatis Nucleic Acid Amplification (48.7% ± 8.8%) and Alkaline Phosphatase (20.3% ± 6.5%). The monthly cost of over-utilization was 56,534€ for basic panel, 14,421€ for coagulation, 4,758€ for microbiology, 432€ for immunology exams. All the exams, generated an estimated avoidable cost of 1,719,337€ (85,967€ per month) for the hospital. CONCLUSIONS The study confirms the wide variability in over-utilization rates of laboratory tests. For these reasons, the real impact of inappropriateness is difficult to assess, but the generated costs for patients, hospitals and health systems are certainly high and not negligible. It would be desirable for international medical communities to produce a complete panel of prescriptive rules for all the most common laboratory exams that is useful not only to reduce costs, but also to ensure standardization and high-quality care.
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Affiliation(s)
- Andrea Tamburrano
- Section of Hygiene - Institute of Public Health, Università Cattolica del Sacro Cuore, Roma, Italia
| | - Doriana Vallone
- Section of Hygiene - Institute of Public Health, Università Cattolica del Sacro Cuore, Roma, Italia
| | - Cinzia Carrozza
- Unit of Biochemical Chemistry and Clinical Molecular Biology, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma, Italia
| | - Andrea Urbani
- Unit of Biochemical Chemistry and Clinical Molecular Biology, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma, Italia
| | - Maurizio Sanguinetti
- Department of Laboratory Sciences and Infectious Diseases, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma, Italia
| | - Nicola Nicolotti
- Hospital Health Management, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma, Italia
| | - Andrea Cambieri
- Hospital Health Management, Fondazione Policlinico Universitario A. Gemelli IRCCS, Roma, Italia
| | - Patrizia Laurenti
- Section of Hygiene - Institute of Public Health, Università Cattolica del Sacro Cuore, Roma, Italia
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10
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Church DL, Naugler C. Essential role of laboratory physicians in transformation of laboratory practice and management to a value-based patient-centric model. Crit Rev Clin Lab Sci 2020; 57:323-344. [PMID: 32180485 DOI: 10.1080/10408363.2020.1720591] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
Abstract
The laboratory is a vital part of the continuum of patient care. In fact, there are few programs in the healthcare system that do not rely on ready access and availability of complex diagnostic laboratory services. The existing transactional model of laboratory "medical practice" will not be able to meet the needs of the healthcare system as it rapidly shifts toward value-based care and precision medicine, which demands that practice be based on total system indicators, clinical effectiveness, and patient outcomes. Laboratory "value" will no longer be focused primarily on internal testing quality and efficiencies but rather on the relative cost of diagnostic testing compared to direct improvement in clinical and system outcomes. The medical laboratory as a "business" focused on operational efficiency and cost-controls must transform to become an essential clinical service that is a tightly integrated equal partner in direct patient care. We would argue that this paradigm shift would not be necessary if laboratory services had remained a "patient-centric" medical practice throughout the last few decades. This review is focused on the essential role of laboratory physicians in transforming laboratory practice and management to a value-based patient-centric model. Value-based practice is necessary not only to meet the challenges of the new precision medicine world order but also to bring about sustainable healthcare service delivery.
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Affiliation(s)
- Deirdre L Church
- Department of Pathology and Laboratory Medicine, Faculty of Medicine, University of Calgary, Calgary, AB, Canada.,Department of Medicine, Faculty of Medicine, University of Calgary, Calgary, AB, Canada.,Department of Community Health Sciences, Faculty of Medicine, University of Calgary, Calgary, AB, Canada
| | - Christopher Naugler
- Department of Pathology and Laboratory Medicine, Faculty of Medicine, University of Calgary, Calgary, AB, Canada.,Department of Community Health Sciences, Faculty of Medicine, University of Calgary, Calgary, AB, Canada
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Hendrickson CD, McLemore MF, Dahir KM, Just S, Shajani-Yi Z, LeGrand J, Lehmann CU, Weitkamp A. Is the Climb Worth the View? The Savings/Alert Ratio for Reducing Vitamin D Testing. Appl Clin Inform 2020; 11:160-165. [PMID: 32102108 DOI: 10.1055/s-0040-1701678] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022] Open
Abstract
BACKGROUND Despite guideline recommendations, vitamin D testing has increased substantially. Clinical decision support (CDS) presents an opportunity to reduce inappropriate laboratory testing. OBJECTIVES AND METHODS To reduce inappropriate testing of vitamin D at the Vanderbilt University Medical Center, a CDS assigned providers to receive or not receive an electronic alert each time a 25-hydroxyvitamin D assay was ordered for an adult patient unless the order was associated with a diagnosis in the patient's chart for which vitamin D testing is recommended. The CDS ran for 80 days, collecting data on number of tests, provider information, and basic patient demographics. RESULTS During the 80 days, providers placed 12,368 orders for 25-hydroxyvitamin D. The intervention group ordered a vitamin D assay and received the alert for potentially inappropriate testing 2,181 times and completed the 25-hydroxyvitamin D order in 89.9% of encounters, while the control group ordered a vitamin D assay (without receiving an alert) 2,032 times and completed the order in 98.1% of encounters, for an absolute reduction of testing of 8% (p < 0.001). CONCLUSION This CDS reduced vitamin D ordering by utilizing a soft-stop approach. At a charge of $179.00 per test and a cost to the laboratory of $4.20 per test, each display of the alert led to an average reduction of $14.70 in charges and of $0.34 in spending by the laboratory (the savings/alert ratio). By describing the effectiveness of an electronic alert in terms of the savings/alert ratio, the impact of this intervention can be better appreciated and compared with other interventions.
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Affiliation(s)
- Chase D Hendrickson
- Division of Diabetes, Endocrinology, and Metabolism, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States
| | - Michael F McLemore
- Health Information Technology, Vanderbilt University Medical Center, Nashville, Tennessee, United States
| | - Kathryn M Dahir
- Division of Diabetes, Endocrinology, and Metabolism, Department of Medicine, Vanderbilt University Medical Center, Nashville, Tennessee, United States
| | - Shari Just
- Health Information Technology, Vanderbilt University Medical Center, Nashville, Tennessee, United States
| | - Zahra Shajani-Yi
- Department of Pathology, Microbiology, and Immunology, Vanderbilt University Medical Center, Nashville, Tennessee, United States
| | - Joseph LeGrand
- Health Information Technology, Vanderbilt University Medical Center, Nashville, Tennessee, United States
| | - Christoph U Lehmann
- Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, United States
| | - Asli Weitkamp
- Health Information Technology, Vanderbilt University Medical Center, Nashville, Tennessee, United States.,Department of Biomedical Informatics, Vanderbilt University Medical Center, Nashville, Tennessee, United States
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12
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Mrazek C, Simundic AM, Salinas M, von Meyer A, Cornes M, Bauçà JM, Nybo M, Lippi G, Haschke-Becher E, Keppel MH, Oberkofler H, Felder TK, Cadamuro J. Inappropriate use of laboratory tests: How availability triggers demand - Examples across Europe. Clin Chim Acta 2020; 505:100-107. [PMID: 32084382 DOI: 10.1016/j.cca.2020.02.017] [Citation(s) in RCA: 16] [Impact Index Per Article: 3.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/05/2020] [Revised: 02/17/2020] [Accepted: 02/17/2020] [Indexed: 12/14/2022]
Abstract
INTRODUCTION The appropriate use of laboratory diagnostics is increasingly at stake. The aim of this study was to depict some paradigmatic examples of under- and overutilization, as well as possible solutions across Europe. METHODS We collected six examples from five European countries where a rise or decline of orders for specific laboratory parameters was observed after organizational changes but without evidence of changes in patient collective characteristics as source of this variation. RESULTS The collected examples were the following: 1-Germany) Switch from a Brain-Natriuretic-Peptide assay to NT-pro Brain-Natriuretic-Peptide assay, resulting in a 374% increase in these analytics; 2-Spain) Implementation of a gatekeeping strategy in tumor marker diagnostics, resulting in a 15-61% reduction of these diagnostics; 3-Croatia) Stepwise elimination of creatine-kinase-MB assay from the laboratory portfolio; 4-UK) Removal of γ-glutamyl transferase from a "liver function" profile, resulting in 82% reduction of orders; 5-Austria) Implementation of a new device for rapid Influenza-RNA detection, resulting in a 450% increase of Influenza testing; 6-Spain) Insourcing of 1,25-(OH)2-Vitamin D measurements, leading to a 378% increase of these analyses. CONCLUSION The six paradigmatic examples described in this manuscript show that availability of laboratory resources may considerably catalyze the demand, thus underscoring that inappropriate use of laboratory resources may be commonplace in routine laboratories all across Europe and most probably beyond. They also demonstrate that the application of simple strategies may assist in overcoming this issue. We believe that laboratory specialists need to refocus on the extra-analytical parts of the testing process and engage more in interdisciplinary patient-care.
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Affiliation(s)
- Cornelia Mrazek
- Department of Laboratory Medicine, Paracelsus Medical University Salzburg, Salzburg, Austria
| | - Ana-Maria Simundic
- Department of Medical Laboratory Diagnostics, University Hospital Sveti Duh, Zagreb, Croatia; Faculty of Pharmacy and Biochemistry, University of Zagreb, Croatia
| | - Maria Salinas
- Clinical Laboratory, Hospital Universitario de San Juan, San Juan de Alicante, Alicante, Spain
| | - Alexander von Meyer
- Institute of Laboratory Medicine, Kliniken Nordoberpfalz AG and Klinikum St. Marien, Weiden and Amberg, Germany
| | - Michael Cornes
- Biochemistry Department, Worcester Acute Hospitals NHS Trust, Worcester, UK
| | - Josep Miquel Bauçà
- Department of Laboratory Medicine, Hospital Universitari Son Espases, Palma, Spain
| | - Mads Nybo
- Dept. of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
| | - Giuseppe Lippi
- Section of Clinical Biochemistry, University Hospital of Verona, Verona, Italy
| | | | - Martin H Keppel
- Department of Laboratory Medicine, Paracelsus Medical University Salzburg, Salzburg, Austria
| | - Hannes Oberkofler
- Department of Laboratory Medicine, Paracelsus Medical University Salzburg, Salzburg, Austria
| | - Thomas K Felder
- Department of Laboratory Medicine, Paracelsus Medical University Salzburg, Salzburg, Austria
| | - Janne Cadamuro
- Department of Laboratory Medicine, Paracelsus Medical University Salzburg, Salzburg, Austria.
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13
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Ibarz M, Cadamuro J, Sumarac Z, Guimaraes JT, Kovalevskaya S, Nybo M, Cornes MP, Vermeersch P, Simundic AM, Lippi G. Clinicians' and laboratory medicine specialists' views on laboratory demand management: a survey in nine European countries. ACTA ACUST UNITED AC 2020; 8:111-119. [PMID: 31990661 DOI: 10.1515/dx-2019-0081] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2019] [Accepted: 01/05/2020] [Indexed: 11/15/2022]
Abstract
BACKGROUND Laboratory tests are an essential aspect of current medical practice and their use has grown exponentially. Several studies however have demonstrated inappropriate use of laboratory testing. This inappropriateness can lead to delayed or wrong diagnosis, negatively impacting patient safety and an increase in health care expenditure. The aim of the present small-scale survey was to obtain information on the current status of demand management in European laboratories, as well as the opinions of laboratory and clinical professionals in this regard. METHODS Two surveys were developed, one for laboratory specialists and one for clinicians, covering information on current use, knowledge and opinions on the possible impact of different demand management strategies on patient outcome and health care costs. Additionally, we asked for the current state and willingness on collaboration of laboratory specialists and clinicians. RESULTS One hundred and fifty responses, 72 laboratory specialists and 78 clinicians, from nine countries were received. Developing local ordering protocols/profiles in collaboration with clinicians was the most used strategy (80.3% of laboratories). Of clinicians, 85.6% considered measures to ensure appropriate use of tests necessary and 100% were interested in advice/information about their indication. Of the laboratory specialists 97.2% were either already participating or willing to participate in multidisciplinary groups on the appropriateness of test demand as were 60.3% of clinicians, and 85.9% of clinicians were interested in attending activities about laboratory test demand management. CONCLUSIONS The results of our survey show that tools to improve the appropriate use of laboratory tests are already regularly used today. Laboratory medicine specialists as well as clinicians are willing to undertake additional shared activities aimed at improving patient-centered laboratory diagnostic workup.
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Affiliation(s)
- Mercedes Ibarz
- Department of Clinical Laboratory, University Hospital Arnau de Vilanova, IRBLleida, Rovira Roure 80, 25198 Lleida, Spain
| | - Janne Cadamuro
- Department of Laboratory Medicine, Paracelsus Medical University, Salzburg, Austria
| | - Zorica Sumarac
- Center for Medical Biochemistry, Clinical Center of Serbia, Belgrade, Serbia.,Faculty of Pharmacy, Novi Sad, Serbia
| | - Joao Tiago Guimaraes
- Department of Clinical Pathology, Sao Joao Hospital Center, University of Porto, Porto, Portugal.,Department of Biomedicine, Faculty of Medicine, University of Porto, Porto, Portugal.,EPIUnit, Institute of Public Health, University of Porto, Porto, Portugal
| | - Svetlana Kovalevskaya
- Clinical Laboratory Diagnostic Department with Course of Molecular Medicine, 1st Pavlov State Medical University, St-Petersburg, Russia
| | - Mads Nybo
- Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
| | - Michael P Cornes
- Department of Clinical Biochemistry, Worcestershire Acute Hospitals NHS Trust, Worcester, UK
| | - Pieter Vermeersch
- Department of Laboratory Medicine, University Hospitals Leuven, Leuven, Belgium
| | - Ana-Maria Simundic
- Department of Medical Laboratory Diagnostics, Clinical Hospital "Sveti Duh", Zagreb, Croatia
| | - Giuseppe Lippi
- Section of Clinical Biochemistry, University of Verona, Verona, Italy
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Lapić I, Rogić D, Fuček M, Galović R. Effectiveness of minimum retesting intervals in managing repetitive laboratory testing: experience from a Croatian university hospital. Biochem Med (Zagreb) 2019; 29:030705. [PMID: 31624458 PMCID: PMC6784426 DOI: 10.11613/bm.2019.030705] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/29/2019] [Accepted: 06/26/2019] [Indexed: 12/19/2022] Open
Abstract
Introduction Inappropriate laboratory retesting can be addressed by implementing minimum retesting intervals (MRI). The aim of our study was to assess the effectiveness of the implemented MRI protocol for inpatients. Materials and methods Minimum retesting intervals were applied for 53 laboratory tests. The overall reduction of test requests, reduction in charges and reagent cost savings, frequency of MRI alert appearance as well as the rate of MRI acceptance and ignorance were calculated for a one-year period. Reasons for violating the MRI rule, hospital departments that contributed mostly to MRI rule violation, and the frequency of MRI violations between routine and emergency laboratory were evaluated. Results During the one-year period, 106,780 requests violated the MRI rule, which corresponds to 14.8% of all requests received. 13,843 requests were cancelled, yielding a 1.9% reduction of requested tests. High-volume tests, namely complete blood count, C-reactive protein, alanine aminotransferase, gamma-glutamyltransferase and total bilirubin, accounted for 65% of all generated alerts and had the highest alert ignorance (>85%). The highest cancellation rate was observed for tumor markers and autoimmunity tests, for most being at least 50%. Annual charge reduction was 62,641 EUR while reagent cost savings were 11,408 EUR. Tests performed in the emergency laboratory had a higher alert appearance than the same routine tests. The most common reason for MRI violation was clinical justification based on the patient's condition. Most frequently ignored MRI alerts were in the intensive care unit. Conclusion MRI implementation showed limited effectiveness in reducing testing repetition and achieving financial savings, yet provided the basis for future improvements.
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Affiliation(s)
- Ivana Lapić
- Department of Laboratory Diagnostics, University Hospital Center Zagreb, Zagreb, Croatia
| | - Dunja Rogić
- Department of Laboratory Diagnostics, University Hospital Center Zagreb, Zagreb, Croatia
| | - Mirjana Fuček
- Department of Laboratory Diagnostics, University Hospital Center Zagreb, Zagreb, Croatia
| | - Ružica Galović
- Department of Laboratory Diagnostics, University Hospital Center Zagreb, Zagreb, Croatia
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15
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Harb R, Hajdasz D, Landry ML, Sussman LS. Improving laboratory test utilisation at the multihospital Yale New Haven Health System. BMJ Open Qual 2019; 8:e000689. [PMID: 31637323 PMCID: PMC6768328 DOI: 10.1136/bmjoq-2019-000689] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/11/2019] [Revised: 07/26/2019] [Accepted: 08/20/2019] [Indexed: 02/05/2023] Open
Abstract
Background Waste persists in healthcare and negatively impacts patients. Clinicians have direct control over test ordering and ongoing international efforts to improve test utilisation have identified multifaceted approaches as critical to the success of interventions. Prior to 2015, Yale New Haven Health lacked a coherent strategy for laboratory test utilisation management. Methods In 2015, a system-wide laboratory formulary committee was formed at Yale New Haven Health to manage multiple interventions designed to improve test utilisation. We report here on specific interventions conducted between 2015 and 2017 including reduction of (1) obsolete or misused testing, (2) duplicate orders, and (3) daily routine lab testing. These interventions were driven by a combination of modifications to computerised physician order entry, test utilisation dashboards and physician education. Measurements included test order volume, blood savings and cost savings. Results Testing for a number of obsolete/misused analytes was eliminated or significantly decreased depending on alert rule at order entry. Hard stops significantly decreased duplicate testing and educational sessions significantly decreased daily orders of routine labs and increased blood savings but the impact waned over time for select groups. In total, we realised approximately $100 000 of cost savings during the study period. Conclusion Through a multifaceted approach to utilisation management, we show significant reductions in low-value clinical testing that have led to modest but significant savings in both costs and patients’ blood.
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Affiliation(s)
- Roa Harb
- Department of Laboratory Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - David Hajdasz
- Clinical Redesign, Office of Strategy Management, Yale New Haven Health System, New Haven, Connecticut, USA
| | - Marie L Landry
- Departments of Laboratory Medicine and Medicine, Yale School of Medicine, New Haven, Connecticut, USA
| | - L Scott Sussman
- Clinical Redesign, Department of Medicine, Yale New Haven Health System, New Haven, Connecticut, USA
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16
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Cadamuro J, Ibarz M, Cornes M, Nybo M, Haschke-Becher E, von Meyer A, Lippi G, Simundic AM. Managing inappropriate utilization of laboratory resources. ACTA ACUST UNITED AC 2019; 6:5-13. [PMID: 30096052 DOI: 10.1515/dx-2018-0029] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/25/2018] [Accepted: 06/27/2018] [Indexed: 12/29/2022]
Abstract
Background The inappropriate use of laboratory resources, due to excessive number of tests not really necessary for patient care or by failure to order the appropriate diagnostic test, may lead to wrong, missed or delayed diagnosis, thus potentially jeopardizing patient safety. It is estimated that 5-95% of tests are currently used inappropriately, depending on the appropriateness criteria, thus significantly contributing to the potential of generating medical errors, the third leading cause of death in the US. Content In this review, we discuss the reasons as well as the medical and financial consequences of inappropriate utilization of laboratory tests. We then provide demand management (DM) tools as a means for overcoming this issue and also discuss their benefits, challenges, limitations and requirements for successful implementation. Summary and outlook When based on current evidence, adapted to local conditions and developed in close collaboration with clinicians, DM is a reasonable strategy for progressing toward better management of over- and underuse of laboratory resources.
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Affiliation(s)
- Janne Cadamuro
- Department of Laboratory Medicine, Paracelsus Medical University, Müllner Hauptstr. 48, 5020 Salzburg, Austria, Phone: +43-57255-57263, Fax: +43-57255-23199
| | - Mercedes Ibarz
- Laboratory Medicine Department, University Hospital Arnau de Vilanova, IRBLleida, Lleida, Spain
| | - Michael Cornes
- Clinical Chemistry Department, Worcester Acute Hospitals NHS Trust, Worcester, UK
| | - Mads Nybo
- Department of Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
| | | | - Alexander von Meyer
- Institute of Laboratory Medicine, Kliniken Nordoberpfalz AG and Klinikum St. Marien, Weiden and Amberg, Germany
| | - Giuseppe Lippi
- Section of Clinical Biochemistry, University of Verona, Verona, Italy
| | - Ana-Maria Simundic
- Department of Medical Laboratory Diagnostics, University Hospital "Sveti Duh", Zagreb, Croatia
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17
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Bindraban RS, Ten Berg MJ, Naaktgeboren CA, Kramer MHH, Van Solinge WW, Nanayakkara PWB. Reducing Test Utilization in Hospital Settings: A Narrative Review. Ann Lab Med 2018; 38:402-412. [PMID: 29797809 PMCID: PMC5973913 DOI: 10.3343/alm.2018.38.5.402] [Citation(s) in RCA: 46] [Impact Index Per Article: 6.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/02/2017] [Revised: 01/23/2018] [Accepted: 05/06/2018] [Indexed: 11/19/2022] Open
Abstract
Background Studies addressing the appropriateness of laboratory testing have revealed approximately 20% overutilization. We conducted a narrative review to (1) describe current interventions aimed at reducing unnecessary laboratory testing, specifically in hospital settings, and (2) provide estimates of their efficacy in reducing test order volume and improving patient-related clinical outcomes. Methods The PubMed, Embase, Scopus, Web of Science, and Canadian Agency for Drugs and Technologies in Health-Health Technology Assessment databases were searched for studies describing the effects of interventions aimed at reducing unnecessary laboratory tests. Data on test order volume and clinical outcomes were extracted by one reviewer, while uncertainties were discussed with two other reviewers. Because of the heterogeneity of interventions and outcomes, no meta-analysis was performed. Results Eighty-four studies were included. Interventions were categorized into educational, (computerized) provider order entry [(C)POE], audit and feedback, or other interventions. Nearly all studies reported a reduction in test order volume. Only 15 assessed sustainability up to two years. Patient-related clinical outcomes were reported in 45 studies, two of which found negative effects. Conclusions Interventions from all categories have the potential to reduce unnecessary laboratory testing, although long-term sustainability is questionable. Owing to the heterogeneity of the interventions studied, it is difficult to conclude which approach was most successful, and for which tests. Most studies had methodological limitations, such as the absence of a control arm. Therefore, well-designed, controlled trials using clearly described interventions and relevant clinical outcomes are needed.
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Affiliation(s)
- Renuka S Bindraban
- Departments of Clinical Chemistry and Haematology, University Medical Center Utrecht, Utrecht, The Netherlands.,Section Acute Medicine, Department of Internal Medicine, VU University Medical Center, Amsterdam, The Netherlands
| | - Maarten J Ten Berg
- Departments of Clinical Chemistry and Haematology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Christiana A Naaktgeboren
- Departments of Clinical Chemistry and Haematology, University Medical Center Utrecht, Utrecht, The Netherlands.,Julius Center for Health Sciences and Primary Care, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Mark H H Kramer
- Section Acute Medicine, Department of Internal Medicine, VU University Medical Center, Amsterdam, The Netherlands
| | - Wouter W Van Solinge
- Departments of Clinical Chemistry and Haematology, University Medical Center Utrecht, Utrecht, The Netherlands
| | - Prabath W B Nanayakkara
- Section Acute Medicine, Department of Internal Medicine, VU University Medical Center, Amsterdam, The Netherlands.
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18
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Saad EJ, Bedini M, Becerra AF, Martini GD, Gonzalez JG, Bolomo A, Castellani L, Quiroga S, Morales C, Leathers J, Balderramo D, Albertini RA. Benefit of an electronic medical record-based alarm in the optimization of stress ulcer prophylaxis. GASTROENTEROLOGÍA Y HEPATOLOGÍA (ENGLISH EDITION) 2018; 41:432-439. [DOI: 10.1016/j.gastre.2018.04.021] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 08/30/2023]
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19
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Saad EJ, Bedini M, Becerra AF, Martini GD, Gonzalez JG, Bolomo A, Castellani L, Quiroga S, Morales C, Leathers J, Balderramo D, Albertini RA. Benefit of an electronic medical record-based alarm in the optimization of stress ulcer prophylaxis. GASTROENTEROLOGIA Y HEPATOLOGIA 2018; 41:432-439. [DOI: 10.1016/j.gastrohep.2018.04.013] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.1] [Reference Citation Analysis] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/22/2018] [Revised: 04/19/2018] [Accepted: 04/25/2018] [Indexed: 01/27/2023]
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20
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Hueth KD, Jackson BR, Schmidt RL. An Audit of Repeat Testing at an Academic Medical Center: Consistency of Order Patterns With Recommendations and Potential Cost Savings. Am J Clin Pathol 2018; 150:27-33. [PMID: 29718090 DOI: 10.1093/ajcp/aqy020] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/18/2022] Open
Abstract
OBJECTIVES To evaluate the prevalence of potentially unnecessary repeat testing (PURT) and the associated economic burden for an inpatient population at a large academic medical facility. METHODS We evaluated all inpatient test orders during 2016 for PURT by comparing the intertest times to published recommendations. Potential cost savings were estimated using the Centers for Medicare & Medicaid Services maximum allowable reimbursement rate. We evaluated result positivity as a determinant of PURT through logistic regression. RESULTS Of the evaluated 4,242 repeated target tests, 1,849 (44%) were identified as PURT, representing an estimated cost-savings opportunity of $37,376. Collectively, the association of result positivity and PURT was statistically significant (relative risk, 1.2; 95% confidence interval, 1.1-1.3; P < .001). CONCLUSIONS PURT contributes to unnecessary health care costs. We found that a small percentage of providers account for the majority of PURT, and PURT is positively associated with result positivity.
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Affiliation(s)
- Kyle D Hueth
- Department of Pathology, Health Sciences Center, University of Utah, Salt Lake City
| | - Brian R Jackson
- Department of Pathology, Health Sciences Center, University of Utah, Salt Lake City
- ARUP Laboratories, Salt Lake City, UT
| | - Robert L Schmidt
- Department of Pathology, Health Sciences Center, University of Utah, Salt Lake City
- ARUP Laboratories, Salt Lake City, UT
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21
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Rubinstein M, Hirsch R, Bandyopadhyay K, Madison B, Taylor T, Ranne A, Linville M, Donaldson K, Lacbawan F, Cornish N. Effectiveness of Practices to Support Appropriate Laboratory Test Utilization: A Laboratory Medicine Best Practices Systematic Review and Meta-Analysis. Am J Clin Pathol 2018; 149:197-221. [PMID: 29471324 PMCID: PMC6016712 DOI: 10.1093/ajcp/aqx147] [Citation(s) in RCA: 53] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/13/2022] Open
Abstract
Objectives To evaluate the effectiveness of practices used to support appropriate clinical laboratory test utilization. Methods This review followed the Centers for Disease Control and Prevention (CDC) Laboratory Medicine Best Practices A6 cycle method. Eligible studies assessed one of the following practices for effect on outcomes relating to over- or underutilization: computerized provider order entry (CPOE), clinical decision support systems/tools (CDSS/CDST), education, feedback, test review, reflex testing, laboratory test utilization (LTU) teams, and any combination of these practices. Eligible outcomes included intermediate, systems outcomes (eg, number of tests ordered/performed and cost of tests), as well as patient-related outcomes (eg, length of hospital stay, readmission rates, morbidity, and mortality). Results Eighty-three studies met inclusion criteria. Fifty-one of these studies could be meta-analyzed. Strength of evidence ratings for each practice ranged from high to insufficient. Conclusion Practice recommendations are made for CPOE (specifically, modifications to existing CPOE), reflex testing, and combined practices. No recommendation for or against could be made for CDSS/CDST, education, feedback, test review, and LTU. Findings from this review serve to inform guidance for future studies.
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Affiliation(s)
| | | | | | | | - Thomas Taylor
- Centers for Disease Control and Prevention, Atlanta, GA
| | - Anne Ranne
- Centers for Disease Control and Prevention, Atlanta, GA
| | | | | | | | - Nancy Cornish
- Centers for Disease Control and Prevention, Atlanta, GA
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22
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Cadamuro J, Gaksch M, Wiedemann H, Lippi G, von Meyer A, Pertersmann A, Auer S, Mrazek C, Kipman U, Felder TK, Oberkofler H, Haschke-Becher E. Are laboratory tests always needed? Frequency and causes of laboratory overuse in a hospital setting. Clin Biochem 2018; 54:85-91. [PMID: 29409798 DOI: 10.1016/j.clinbiochem.2018.01.024] [Citation(s) in RCA: 41] [Impact Index Per Article: 5.9] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2017] [Revised: 01/20/2018] [Accepted: 01/30/2018] [Indexed: 12/15/2022]
Abstract
BACKGROUND Inappropriate utilization of laboratory resources is an increasing concern especially in high-throughput facilities. Until now, no reliable information has been published addressing to which extent laboratory results are actually used for clinical decision-making. Therefore, we aimed to close this gap using a novel retrospective approach including a survey of clinicians and nurses. METHODS We retrospectively evaluated the number of re-orders for potassium (K), lactate dehydrogenase (LD), aspartate-aminotransferase (AST), activated partial thromboplastin-time (APTT) and prothrombin-time/INR (PT/INR), after the initial order had to be cancelled due to preanalytical non-conformities. We analyzed subgroups regarding time to re-order, ward and sample priority (urgent vs. routine). Subsequently, we surveyed clinicians and nurses, asking for their estimate of the amount of failed re-orders as well as for possible reasons. RESULTS From initially cancelled tests, only ~20% of K, LD, AST and ~30% of APTT and PT/INR tests were re-ordered within 24 h. 70% of the investigated clinical chemistry and 60% of coagulation tests were re-ordered one week after cancellation or not at all. Survey participants quite accurately estimated these numbers. Routine laboratory panels, short stay of out-patients, obsolete test results and avoiding additional phlebotomies were the main reasons for not re-ordering cancelled tests. CONCLUSIONS Overall, 60-70% of test results in the investigated assays ordered in a high throughput laboratory are potentially inappropriate or of doubtful clinically importance. Although clinicians and nurses are aware of this situation, it is the duty of laboratory specialists to overcome overutilization in close collaboration with all involved healthcare workers.
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Affiliation(s)
- Janne Cadamuro
- Department of Laboratory Medicine, Paracelsus Medical University, Salzburg, Austria.
| | - Martin Gaksch
- Department of Laboratory Medicine, Paracelsus Medical University, Salzburg, Austria
| | - Helmut Wiedemann
- Department of Laboratory Medicine, Paracelsus Medical University, Salzburg, Austria
| | - Giuseppe Lippi
- Section of Clinical Biochemistry, University of Verona, Verona, Italy
| | - Alexander von Meyer
- Institute of Laboratory Medicine, Kliniken Nordoberpfalz AG, Klinikum St. Marien, Amberg, Weiden, Germany
| | - Astrid Pertersmann
- Institute of Clinical Chemistry and Laboratory Medicine, University of Greifswald, Greifswald, Germany
| | - Simon Auer
- Department of Laboratory Medicine, Paracelsus Medical University, Salzburg, Austria
| | - Cornelia Mrazek
- Department of Laboratory Medicine, Paracelsus Medical University, Salzburg, Austria
| | | | - Thomas K Felder
- Department of Laboratory Medicine, Paracelsus Medical University, Salzburg, Austria
| | - Hannes Oberkofler
- Department of Laboratory Medicine, Paracelsus Medical University, Salzburg, Austria
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23
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Clustered interventions to reduce inappropriate duplicate laboratory tests in an Irish tertiary hospital. Clin Biochem 2018; 52:26-32. [DOI: 10.1016/j.clinbiochem.2017.10.012] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/26/2017] [Revised: 10/06/2017] [Accepted: 10/18/2017] [Indexed: 12/30/2022]
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24
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Bellodi E, Vagnoni E, Bonvento B, Lamma E. Economic and organizational impact of a clinical decision support system on laboratory test ordering. BMC Med Inform Decis Mak 2017; 17:179. [PMID: 29273037 PMCID: PMC5741908 DOI: 10.1186/s12911-017-0574-6] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/17/2017] [Accepted: 12/11/2017] [Indexed: 11/10/2022] Open
Abstract
BACKGROUND We studied the impact of a clinical decision support system (CDSS) implemented in a few wards of two Italian health care organizations on the ordering of redundant laboratory tests under different perspectives: (1) analysis of the volume of tests, (2) cost analysis, (3) end-user satisfaction before and after the installation of the CDSS. METHODS (1) and (2) were performed by comparing the ordering of laboratory tests between an intervention group of wards where a CDSS was in use and a second (control) group where a CDSS was not in use; data were compared during a 3-month period before (2014) and a 3-month period after (2015) CDSS installation. To measure end-user satisfaction (3), a questionnaire based on POESUS was administered to the medical staff. RESULTS After the introduction of the CDSS, the number of laboratory tests requested decreased by 16.44% and costs decreased by 16.53% in the intervention group, versus an increase in the number of tests (+3.75%) and of costs (+1.78%) in the control group. Feedback from practice showed that the medical staff was generally satisfied with the CDSS and perceived its benefits, but they were less satisfied with its technical performance in terms of slow response time. CONCLUSIONS The implementation of CDSSs can have a positive impact on both the efficiency of care provision and health care costs. The experience of using a CDSS can also result in good practice to be implemented by other health care organizations, considering the positive result from the first attempt to gather the point of view of end-users in Italy.
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Affiliation(s)
- Elena Bellodi
- Department of Engineering, University of Ferrara, Via Saragat 1, Ferrara, Italy
| | - Emidia Vagnoni
- Department of Economics and Management and CRISAL, University of Ferrara, Via Voltapaletto 11, Ferrara, Italy
| | - Barbara Bonvento
- Research Centre for the Health Care Economics and Management (CRISAL), University of Ferrara, Via Voltapaletto 11, Ferrara, Italy
| | - Evelina Lamma
- Department of Engineering, University of Ferrara, Via Saragat 1, Ferrara, Italy
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Chami N, Simons JE, Sweetman A, Don-Wauchope AC. Rates of inappropriate laboratory test utilization in Ontario. Clin Biochem 2017; 50:822-827. [DOI: 10.1016/j.clinbiochem.2017.05.004] [Citation(s) in RCA: 31] [Impact Index Per Article: 3.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/19/2017] [Revised: 05/01/2017] [Accepted: 05/04/2017] [Indexed: 12/22/2022]
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26
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Lippi G, Favaloro EJ. Exploring the iceberg of inappropriateness in hemostasis testing. ACTA ACUST UNITED AC 2017. [PMID: 29536912 DOI: 10.1515/dx-2017-0002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022]
Affiliation(s)
- Giuseppe Lippi
- 1Section of Clinical Biochemistry, University Hospital of Verona, P.le LA Scuro 10, 37134 Verona, Italy
| | - Emmanuel J Favaloro
- 2Department of Haematology, Sydney Centres for Thrombosis and Haemostasis, Institute of Clinical Pathology and Medical Research, Westmead Hospital, Pathology West, Westmead, NSW, Australia
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Lippi G, Baird GS, Banfi G, Bölenius K, Cadamuro J, Church S, Cornes MP, Dacey A, Guillon A, Hoffmann G, Nybo M, Premawardhana LD, Salinas M, Sandberg S, Slingerland R, Stankovic A, Sverresdotter SM, Vermeersch P, Simundic AM. Improving quality in the preanalytical phase through innovation, on behalf of the European Federation for Clinical Chemistry and Laboratory Medicine (EFLM) Working Group for Preanalytical Phase (WG-PRE). ACTA ACUST UNITED AC 2017; 55:489-500. [DOI: 10.1515/cclm-2017-0107] [Citation(s) in RCA: 32] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/20/2022]
Abstract
Abstract
It is now undeniable that laboratory testing is vital for the diagnosis, prognostication and therapeutic monitoring of human disease. Despite the many advances made for achieving a high degree of quality and safety in the analytical part of diagnostic testing, many hurdles in the total testing process remain, especially in the preanalytical phase ranging from test ordering to obtaining and managing the biological specimens. The Working Group for the Preanalytical Phase (WG-PRE) of the European Federation of Clinical Chemistry and Laboratory Medicine (EFLM) has planned many activities aimed at mitigating the vulnerability of the preanalytical phase, including the organization of three European meetings in the past 7 years. Hence, this collective article follows the previous three opinion papers that were published by the EFLM WGPRE on the same topic, and brings together the summaries of the presentations that will be given at the 4th EFLM-BD meeting “Improving quality in the preanalytical phase through innovation” in Amsterdam, 24–25 March, 2017.
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Cornes MP, Church S, van Dongen-Lases E, Grankvist K, Guimarães JT, Ibarz M, Kovalevskaya S, Kristensen GB, Lippi G, Nybo M, Sprongl L, Sumarac Z, Simundic AM. The role of European Federation of Clinical Chemistry and Laboratory Medicine Working Group for Preanalytical Phase in standardization and harmonization of the preanalytical phase in Europe. Ann Clin Biochem 2016; 53:539-47. [PMID: 27141012 DOI: 10.1177/0004563216643969] [Citation(s) in RCA: 25] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 03/10/2016] [Indexed: 11/16/2022]
Abstract
Patient safety is a leading challenge in healthcare and from the laboratory perspective it is now well established that preanalytical errors are the major contributor to the overall rate of diagnostic and therapeutic errors. To address this, the European Federation of Clinical Chemistry and Laboratory Medicine Working Group for Preanalytical Phase (EFLM WG-PRE) was established to lead in standardization and harmonization of preanalytical policies and practices at a European level. One of the key activities of the WG-PRE is the organization of the biennial EFLM-BD conference on the preanalytical phase to provide a forum for National Societies (NS) to discuss their issues. Since 2012, a year after the first Preanalytical phase conference, there has been a rapid growth in the number of NS with a working group engaged in preanalytical phase activities and there are now at least 19 countries that have one. As a result of discussions with NS at the third conference held in March 2015 five key areas were identified as requiring harmonisation. These were test ordering, sample transport and storage, patient preparation, sampling procedures and management of unsuitable specimens. The article below summarises the work that has and will be done in these areas. The goal of this initiative is to ensure the EFLM WG-PRE produces work that meets the needs of the European laboratory medicine community. Progress made in the identified areas will be updated at the next preanalytical phase conference and show that we have produced guidance that has enhanced standardisation in the preanalytical phase and improved patient safety throughout Europe.
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Affiliation(s)
- Michael P Cornes
- Departments of Clinical Chemistry, New Cross Hospital, Wolverhampton, West Midlands, UK
| | | | | | - Kjell Grankvist
- The Department of Medical Biosciences, Clinical Chemistry, Umea University, Umea, Sweden
| | - João T Guimarães
- Department of Clinical Pathology, São João Hospital Center, Department of Biochemistry, Faculty of Medicine, and EPI Unit, Institute of Public Health, University of Porto, Porto, Portugal
| | - Mercedes Ibarz
- Laboratori Clínic Hospital Arnau de Vilanova, Lleida, Spain
| | - Svetlana Kovalevskaya
- Clinical Laboratory Diagnostic Department with Course of Molecular Medicine, First Saint Petersburg Pavlov State Medical University, St-Petersburg, Russia
| | | | - Giuseppe Lippi
- Section of Clinical Chemistry, University of Verona, Verona, Italy
| | - Mads Nybo
- Clinical Biochemistry and Pharmacology, Odense University Hospital, Odense, Denmark
| | - Ludek Sprongl
- Central Laboratory, Hospital Sumperk, Sumperk, Czech Republic
| | - Zorica Sumarac
- Center for Medical Biochemistry, Clinical Center of Serbia, Belgrade, Serbia
| | - Ana-Maria Simundic
- Department of Medical Laboratory Diagnostics, Clinical Hospital Sveti Duh, Zagreb, Croatia
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Plebani M. Harmonization in laboratory medicine: Requests, samples, measurements and reports. Crit Rev Clin Lab Sci 2015; 53:184-96. [DOI: 10.3109/10408363.2015.1116851] [Citation(s) in RCA: 38] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022]
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