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Shirazi M, Masoudian Y, Feizabad E, Golshahi F, Ghaemi M. Creating a novel strategy to reduce unnecessary laboratory testing based on healthcare cost analysis in high-risk pregnancies and delivery ward. J Clin Lab Anal 2021; 35:e23759. [PMID: 33745154 PMCID: PMC8128318 DOI: 10.1002/jcla.23759] [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: 01/04/2021] [Revised: 02/02/2021] [Accepted: 02/25/2021] [Indexed: 11/07/2022] Open
Abstract
INTRODUCTION Inappropriate request for laboratory tests is a challenging problem and an important cause for additional healthcare costs. Indeed, it may have further ambiguity for the clinicians. This study aimed to design an education-based program to reduce unnecessary laboratory testing orders and the associated costs. MATERIALS AND METHODS In this interventional prospective study that took place in an educational hospital, the type and frequency of selected laboratory testing requested by gynecology, and obstetrics residents in the patients with gestational diabetes mellitus, preeclampsia, preterm labor, and premature preterm rupture of the membrane as well as cesarean section and normal vaginal delivery were analyzed periodically in a 1-year interval. At the same time, continuous educational supports and monitoring were performed. The results were compared before and after interventions. RESULTS The educational intervention regardless of the etiologies of the admission, decreased the requested laboratory testing significantly (p < 0.001), except for CBC. Indeed, no near misses or delays in treatment were observed. Cost analysis showed a 31.3% reduction of expenses per inpatient day due to the decrease in the number of daily laboratory testing ordered. CONCLUSIONS Appropriate education and continuous monitoring of the residents could reduce the unrequired laboratory testing as well as healthcare costs.
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Affiliation(s)
- Mahboobeh Shirazi
- Department of Obstetrics and Gynecology, Yas Hospital, Tehran University of Medical Sciences, Tehran, Iran.,Maternal, Fetal & Neonatal Research Centre, Tehran University of Medical Sciences, Tehran, Iran
| | - Yusuf Masoudian
- Department of Obstetrics and Gynecology, Yas Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Elham Feizabad
- Maternal, Fetal & Neonatal Research Centre, Tehran University of Medical Sciences, Tehran, Iran
| | - Fatemeh Golshahi
- Department of Obstetrics and Gynecology, Yas Hospital, Tehran University of Medical Sciences, Tehran, Iran
| | - Marjan Ghaemi
- Vali-e-Asr Reproductive Health Research Center, (VRHRC), Tehran University of Medical Sciences, Tehran, Iran
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Reducing vitamin D requests in a primary care cohort: a quality improvement study. BJGP Open 2020; 4:bjgpopen20X101090. [PMID: 33144362 PMCID: PMC7880195 DOI: 10.3399/bjgpopen20x101090] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/29/2019] [Accepted: 01/06/2020] [Indexed: 11/16/2022] Open
Abstract
Background Since 2000, vitamin D requests have increased 2–6 fold with no evidence of a corresponding improvement in the health of the population. The ease of vitamin D requesting may contribue to the rapid rise in its demand and, hence, pragmatic interventions to reduce vitamin D test ordering are warranted. Aim To study the effect on vitamin D requests following a redesign of the electronic forms used in primary care. In addition, any potential harms were studied and the potential cost-savings associated with the intervention were evaluated. Design & setting An interventional study took place within primary care across Leicestershire, England. Method The intervention was a redesign of the electronic laboratory request form for primary care practitioners across the county. Data were collected on vitamin D requests for a 6-month period prior to the change (October 2016 to March 2017) and the corresponding 6-month period post-intervention (October 2017 to March 2018), data were also collected on vitamin D, calcium, and phosphate levels. Results The number of requests for vitamin D decreased by 14 918 (36.2%) following the intervention. Changes in the median calcium and phosphate were not clinically significant. Cost-modelling suggested that if such an intervention was implemented across primary care in the UK, there would be a potential annual saving to the NHS of £38 712 606. Conclusion A simple pragmatic redesign of the electronic request form for vitamin D test led to a significant reduction in vitamin D requests without any adverse effect on the quality of care.
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Erdman P, Palmer-Toy DE, Horowitz G, Hoofnagle A. Accuracy-Based Vitamin D Survey: Six Years of Quality Improvement Guided by Proficiency Testing. Arch Pathol Lab Med 2019; 143:1531-1538. [PMID: 31116045 DOI: 10.5858/arpa.2018-0625-cp] [Citation(s) in RCA: 19] [Impact Index Per Article: 3.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/06/2022]
Abstract
CONTEXT.— The goal of the College of American Pathologists Accuracy-Based Proficiency Testing Program is to promote the quality, standardization, and harmonization of clinical laboratory results through proficiency testing specimens that are free from matrix effects, have target values that are traceable to reference methods, and that probe the limitations of current methods. OBJECTIVE.— To summarize the first 6 years of the Accuracy-Based Vitamin D Survey and highlight key insights from the data generated as it relates to assay performance. DESIGN.— Accuracy-based challenges were created by using pooled human serum samples. Certain samples were derived from participants in an institutional review board-approved protocol in which vitamin D-deficient participants were treated with ergocalciferol (vitamin D2). Reference targets for the survey were set by the Centers for Disease Control and Prevention using isotope-dilution liquid chromatography-tandem mass spectrometry. Each method was compared with the reference method procedure over the course of the program (n = 43 proficiency testing samples). RESULTS.— Linear regression versus the reference method procedure revealed proportional biases across the methods, ranging from 0.0% to 16.7%. Pearson correlation coefficients (r2) ranged from 0.902 to 0.996. Results were influenced by the concentration of 25-hydroxyvitamin D2 as well as the C-3 epimer of 25-hydroxyvitamin D3. During the 6 years, 2 manufacturers altered their assays to match the reference method procedure more closely. CONCLUSIONS.— There is considerable bias, both proportional bias and sample-specific matrix effects, affecting many assays. This ongoing accuracy-based proficiency testing program for vitamin D will provide the data needed for laboratories and manufacturers to improve their assays and thereby patient care.
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Affiliation(s)
- Patrick Erdman
- From the Department of Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York (Dr Erdman); Regional Reference Labs, Southern California Permanente Medical Group, North Hollywood (Dr Palmer-Toy); the Department of Pathology and Laboratory Medicine, Tufts Medical Center, Boston, Massachusetts (Dr Horowitz); and the Department of Laboratory Medicine, University of Washington, Seattle (Dr Hoofnagle)
| | - Darryl E Palmer-Toy
- From the Department of Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York (Dr Erdman); Regional Reference Labs, Southern California Permanente Medical Group, North Hollywood (Dr Palmer-Toy); the Department of Pathology and Laboratory Medicine, Tufts Medical Center, Boston, Massachusetts (Dr Horowitz); and the Department of Laboratory Medicine, University of Washington, Seattle (Dr Hoofnagle)
| | - Gary Horowitz
- From the Department of Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York (Dr Erdman); Regional Reference Labs, Southern California Permanente Medical Group, North Hollywood (Dr Palmer-Toy); the Department of Pathology and Laboratory Medicine, Tufts Medical Center, Boston, Massachusetts (Dr Horowitz); and the Department of Laboratory Medicine, University of Washington, Seattle (Dr Hoofnagle)
| | - Andrew Hoofnagle
- From the Department of Laboratory Medicine, Memorial Sloan Kettering Cancer Center, New York, New York (Dr Erdman); Regional Reference Labs, Southern California Permanente Medical Group, North Hollywood (Dr Palmer-Toy); the Department of Pathology and Laboratory Medicine, Tufts Medical Center, Boston, Massachusetts (Dr Horowitz); and the Department of Laboratory Medicine, University of Washington, Seattle (Dr Hoofnagle)
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Strauss R, Cressman A, Cheung M, Weinerman A, Waldman S, Etchells E, Zahirieh A, Tartaro P, Rezmovitz J, Callum J. Major reductions in unnecessary aspartate aminotransferase and blood urea nitrogen tests with a quality improvement initiative. BMJ Qual Saf 2019; 28:809-816. [PMID: 31073091 DOI: 10.1136/bmjqs-2018-008991] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/22/2018] [Revised: 01/28/2019] [Accepted: 03/19/2019] [Indexed: 01/10/2023]
Abstract
BACKGROUND/CONTEXT Unnecessary laboratory testing leads to considerable healthcare costs. Aspartate aminotransferase (AST), commonly ordered with alanine aminotransferase (ALT) and blood urea nitrogen (BUN), commonly ordered with creatinine (Cr), often add little value to patient management at significant cost. We undertook a choosing wisely based quality improvement initiative to reduce the frequency of testing. OBJECTIVES To reduce the ratio of AST/ALT and BUN/Cr to less than 5% for all inpatient and outpatient test orders. MEASURES Absolute number and ratio of AST/ALT and BUN/Cr; AST, ALT, BUN and Cr tests per 100 hospital days; projected annualised cost savings and monthly acute inpatient bed days. IMPROVEMENTS We created guidelines for appropriate indications of AST and BUN testing, provided education with audit and feedback and removed AST and BUN from institutional order sets. IMPACT/RESULTS The ratios of AST/ALT and BUN/Cr decreased significantly over the study period (0.37 to 0.14, 0.57 to 0.14, respectively), although the goal of 0.05 was not achieved due to a delay in adopting the choosing wisely strategies during the study time period by some inpatient units. The number of tests per 100 hospital days decreased from 20 to 7 AST (95% CI 19 to 20.5, 5.6 to 8.7, p<0.001) and from 72 to 17 BUN (95% CI 70 to 73.4, 16.6 to 22.9, p<0.001). The initiative resulted in a projected annualised cost savings of C$221 749. DISCUSSION A significant decrease in the AST/ALT and BUN/Cr ratios can be achieved with a multimodal approach and will result in substantial healthcare savings.
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Affiliation(s)
- Rachel Strauss
- Department of Laboratory Medicine and Molecular Diagnostics, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Alex Cressman
- Division of Internal Medicine, University of Toronto, Toronto, Ontario, Canada
| | - Mark Cheung
- Division of General Internal Medicine, Sunnybrook Health Sciences Centre, University of Toronto, Toronto, Ontario, Canada
| | - Adina Weinerman
- Division of General Internal Medicine, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Suzanne Waldman
- Department of Laboratory Medicine and Molecular Diagnostics, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Edward Etchells
- Division of General Internal Medicine, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Alireza Zahirieh
- Department of Nephrology, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Piero Tartaro
- Department of Gastroenterology, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Jeremy Rezmovitz
- Department of Family and Community Medicine, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
| | - Jeannie Callum
- Department of Laboratory Medicine and Molecular Diagnostics, Sunnybrook Health Sciences Centre, Toronto, Ontario, Canada
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Gonzalez-Chica D, Stocks N. Changes to the frequency and appropriateness of vitamin D testing after the introduction of new Medicare criteria for rebates in Australian general practice: evidence from 1.5 million patients in the NPS MedicineInsight database. BMJ Open 2019; 9:e024797. [PMID: 30852539 PMCID: PMC6429877 DOI: 10.1136/bmjopen-2018-024797] [Citation(s) in RCA: 18] [Impact Index Per Article: 3.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
Abstract
OBJECTIVES To assess changes in the frequency of vitamin D testing and detection of moderate/severe vitamin D deficiency (<30 nmol/L) among adults after the introduction of new Medicare Benefits Schedule (MBS) rebate criteria (November 2014), and their relationship to sociodemographic and clinical characteristics. DESIGN Dynamic (open) cohort study SETTING: Primary care PARTICIPANTS: About 1.5 million 'active' patients aged 18+ years visiting a general practitioner and included in the National Prescribing Service MedicineInsight database. OUTCOME MEASURES The frequency of vitamin D testing (per 1000 consultations) and moderate/severe vitamin D deficiency (%) recorded between October 2013 and March 2016, stratified by the release of the new MBS criteria for rebate. RESULTS More patients were female (57.7%) and 30.2% were aged 60+ years. Vitamin D testing decreased 47% (from 40.3 to 21.4 tests per 1000 consultations) after the new MBS criteria, while the proportion of tests with no indication for being performed increased from 71.3% to 76.5%. The proportion of patients identified as moderate/severe vitamin D deficient among those tested increased from 5.4% to 6.5%. Practices located in high socioeconomic areas continued to have the highest rates of testing, but moderate/severe vitamin D deficiency detection remained 90% more frequent in practices from low socioeconomic areas after the rebate change. Furthermore, the frequency of individuals being tested was reduced independent of the patients' sociodemographic or clinical condition, and the gap in the prevalence of vitamin D deficiency detection between those meeting or not meeting the criteria for being tested remained the same. Moderate/severe vitamin D deficiency detection decreased slightly among patients with hyperparathyroidism or chronic renal failure. CONCLUSIONS Although the new criteria for rebate almost halved the frequency of vitamin D testing, it also lessened the frequency of testing among those at higher risk of deficiency, with only a small improvement in vitamin D deficiency detection.
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Affiliation(s)
- David Gonzalez-Chica
- Discipline of General Practice, Adelaide Medical School, University of Adelaide, Adelaide, South Australia, Australia
- Adelaide Rural Clinical School, University of Adelaide, Adelaide, South Australia, Australia
| | - Nigel Stocks
- Discipline of General Practice, Adelaide Medical School, University of Adelaide, Adelaide, South Australia, Australia
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Shen JZ, Hill BC, Polhill SR, Evans P, Galloway DP, Johnson RB, Reddy VVB, Bosarge PL, Rice-Jennings LA, Lorenz RG. Optimization of Laboratory Ordering Practices for Complete Blood Count With Differential. Am J Clin Pathol 2019; 151:306-315. [PMID: 30357374 DOI: 10.1093/ajcp/aqy146] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
Abstract
Objectives To investigate the utilization of CBC and CBC with differential (CBC w/diff) tests at University of Alabama at Birmingham Hospital, and to determine if a reduction in CBC w/diff tests could be achieved without negatively impacting patient care. Methods The quantity of testing and distribution of repeated tests before, during, and after an educational intervention were compared. Results CBC w/diff tests were ordered 10-fold more frequently than CBC tests. The trauma burn intensive care unit ordered the most CBC w/diff tests, with repeat tests done every 4 or 12 hours. The educational intervention reduced the number of CBC w/diff tests ordered and tests repeated every 12 hours. Conclusions The educational intervention changed the ordering practices of CBC w/diff and CBC tests. This was sustained after the intervention and no negative effects on patient care were noted. Similar interventions may lead to optimization of ordering practices of other laboratory tests.
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Affiliation(s)
- Jeffrey Z Shen
- Departments of Pathology, University of Alabama at Birmingham
| | - Benjamin C Hill
- Department of Pathology, Children’s Hospital of Alabama, Birmingham
| | | | | | - David P Galloway
- Division of Gastroenterology, Hepatology, and Nutrition, Children’s Hospital of Alabama, Birmingham
| | - Robert B Johnson
- Department of Respiratory Care, University of Alabama at Birmingham Hospital
| | | | | | | | - Robin G Lorenz
- Departments of Pathology, University of Alabama at Birmingham
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Rockwell M, Kraak V, Hulver M, Epling J. Clinical Management of Low Vitamin D: A Scoping Review of Physicians' Practices. Nutrients 2018; 10:nu10040493. [PMID: 29659534 PMCID: PMC5946278 DOI: 10.3390/nu10040493] [Citation(s) in RCA: 35] [Impact Index Per Article: 5.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2018] [Revised: 04/07/2018] [Accepted: 04/12/2018] [Indexed: 12/13/2022] Open
Abstract
The role of vitamin D in the prevention and treatment of non-skeletal health issues has received significant media and research attention in recent years. Costs associated with clinical management of low vitamin D (LVD) have increased exponentially. However, no clear evidence supports vitamin D screening to improve health outcomes. Authoritative bodies and professional societies do not recommend population-wide vitamin D screening in community-dwelling adults who are asymptomatic or at low risk of LVD. To assess patterns of physicians’ management of LVD in this conflicting environment, we conducted a scoping review of three electronic databases and the gray literature. Thirty-eight records met inclusion criteria and were summarized in an evidence table. Thirteen studies published between 2006 and 2015 across seven countries showed a consistent increase in vitamin D lab tests and related costs. Many vitamin D testing patterns reflected screening rather than targeted testing for individuals at high risk of vitamin D deficiency or insufficiency. Interventions aimed at managing inappropriate clinical practices related to LVD were effective in the short term. Variability and controversy were pervasive in many aspects of vitamin D management, shining a light on physicians’ practices in the face of uncertainty. Future research is needed to inform better clinical guidelines and to assess implementation practices that encourage evidence-based management of LVD in adult populations.
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Affiliation(s)
- Michelle Rockwell
- Department of Human Nutrition, Foods, and Exercise, Virginia Polytechnic Institute & State University, Blacksburg, VA 24061, USA.
| | - Vivica Kraak
- Department of Human Nutrition, Foods, and Exercise, Virginia Polytechnic Institute & State University, Blacksburg, VA 24061, USA.
| | - Matthew Hulver
- Department of Human Nutrition, Foods, and Exercise, Virginia Polytechnic Institute & State University, Blacksburg, VA 24061, USA.
| | - John Epling
- Department of Family and Community Medicine, Virginia Tech Carilion School of Medicine and Research Institute, Roanoke, VA 24016, USA.
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