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Importance: Primary aldosteronism (PA) is a common cause of secondary hypertension and an independent risk factor for cardiovascular morbidity and mortality. Fewer than 2% to 4% of patients at risk are evaluated for PA. Objective: To develop and evaluate an electronic health record best-practice advisory (BPA) that assists with PA screening. Design, Setting, and Participants: This prospective quality improvement study was conducted at academic center outpatient clinics. Data analysis was performed between February and June 2023 and included adults with hypertension and at least 1 of the following: 4 or more current antihypertensive medications; hypokalemia; age younger than 35 years; or adrenal nodule(s). Patients previously tested for PA were excluded. Exposure: A noninterruptive BPA was developed to trigger for PA screening candidates seen in outpatient setting by clinicians who treat hypertension. The BPA included an order set for PA screening and a link to results interpretation guidance. Main Outcomes and Measures: (1) The number of PA screening candidates identified by the BPA between October 1, 2021, and December 31, 2022; (2) the rates of PA screening; and (3) the BPA use patterns, stratified by physician specialty were assessed. Results: Over 15 months, the BPA identified 14â¯603 unique candidates (mean [SD] age, 65.5 [16.9] years; 7300 women [49.9%]; 371 [2.5%] Asian, 2383 [16.3%] Black, and 11â¯225 [76.9%] White individuals) for PA screening, including 7028 (48.1%) with treatment-resistant hypertension, 6351 (43.5%) with hypokalemia, 1537 (10.5%) younger than 35 years, and 445 (3.1%) with adrenal nodule(s). In total, 2040 patients (14.0%) received orders for PA screening. Of these, 1439 patients (70.5%) completed the recommended screening within the system, and 250 (17.4%) had positive screening results. Most screening orders were placed by internists (40.0%) and family medicine physicians (28.1%). Family practitioners (80.3%) and internists (68.9%) placed most orders via the embedded order set, while specialists placed most orders (83.0%-95.4%) outside the BPA. Patients who received screening were younger and included more women and Black patients than those not screened. The likelihood of screening was higher among patients with obesity and dyslipidemia and lower in those with chronic kidney disease and established cardiovascular complications. Conclusions and Relevance: The study results suggest that noninterruptive BPAs are potentially promising PA screening-assistance tools, particularly among primary care physicians. Combined with artificial intelligence algorithms that optimize the detection yield, refined BPAs may contribute to personalized hypertension care.
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Hiperaldosteronismo , Hipertensão , Hipopotassemia , Adulto , Humanos , Feminino , Idoso , Hipopotassemia/complicações , Estudos Prospectivos , Inteligência Artificial , Hipertensão/tratamento farmacológico , Hiperaldosteronismo/complicações , Hiperaldosteronismo/diagnósticoRESUMO
INTRODUCTION: Chronic kidney disease (CKD) affects 30 million Americans. Early management focused on blood pressure (BP) control decreases cardiovascular morbidity and mortality. Less than 40% of patients with CKD achieve recommended BP targets due to many barriers. These barriers include a lack of understanding of the implications of their diagnosis and how to optimise their health.This cluster randomised control trial hypothesises that the combination of early primary care CKD education, and motivational interviewing (MI)-based health coach support, will improve patient behaviours aligned with BP control by increasing patient knowledge, self-efficacy and motivation. The results will aid in sustainable interventions for future patient-centric education and coaching support to improve quality and outcomes in patients with CKD stages 3-5. Outcomes in patients with CKD stages 3-5 receiving the intervention will be compared with similar patients within a control group. Continuous quality improvement (CQI) and systems methodologies will be used to optimise resource neutrality and leverage existing technology to support implementation and future dissemination. The innovative approach of this research focuses on the importance of a multidisciplinary team, including off-site patient coaching, that can intervene early in the CKD care continuum by supporting patients with education and coaching. METHODS AND ANALYSIS: We will test impact of BP control when clinician-delivered education is followed by 12 months of MI-based health coaching. We will compare outcomes in 350 patients with CKD stages 3-5 between intervention and control groups in primary care. CQI and systems methodologies will optimise education and coaching for future implementation and dissemination. ETHICS AND DISSEMINATION: This study was approved by the University of Michigan Institutional Review Boards (IRBMED) HUM00136011, HUM00150672 and SITE00000092 and the results of the study will be published on ClinicalTrials.gov, in peer-reviewed journals, as well as conference abstracts, posters and presentations. TRIAL REGISTRATION NUMBER: NCT04087798.
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Hipertensão , Tutoria , Insuficiência Renal Crônica , Humanos , Tutoria/métodos , Pressão Sanguínea , Hipertensão/terapia , Insuficiência Renal Crônica/terapia , Ensaios Clínicos Controlados Aleatórios como AssuntoRESUMO
Background: Quality improvement and patient safety (QIPS) curricula are critical in graduate medical education, yet barriers limit the educational experience and project outcomes. Objective: To explore the impact of QIPS curricular enhancements and integration of continuous improvement specialists (CIS) by examining the A3 document, the primary project product and surrogate for project quality. Methods: Since 2009, University of Michigan internal medicine and medicine-pediatric residents participate in a QIPS curriculum, which includes a 4-week group project. In 2016, residency leaders collaborated with CIS staff, non-clinical experts in QIPS with backgrounds in engineering and business, to improve the curriculum. Informed by a needs assessment, the intervention was implemented in 2017 and consisted of a set of enhancements including integration of CIS staff into groups as co-facilitators. In this retrospective cohort study, a blinded reviewer evaluated all available A3 documents before and after the intervention using a quantitative analysis tool. Results: All residents participated in the curriculum during the pre-intervention (July 2009 to June 2016, n=351) and post-intervention (July 2017 to June 2020, n=148) periods. A total of 23 of 84 (27%) pre-intervention and 31 of 34 (91%) post-intervention A3 documents were available for review. Scores improved significantly for 17 of 23 (74%) A3 items and for 7 of 8 (88%) sections. Mean A3 total scores increased from 29.0 to 47.0 (95% CI 12.6-23.4; P<.001) out of a possible 69.0. Conclusions: Embedding CIS experts into residency QIPS curricula is associated with improved A3 document quality.
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Internato e Residência , Humanos , Criança , Estudos Retrospectivos , Currículo , Educação de Pós-Graduação em Medicina , Avaliação Educacional , Melhoria de QualidadeRESUMO
BACKGROUND: Inpatient tacrolimus therapeutic drug monitoring (TDM) lacks standardized guidelines. In this study, the authors analyzed variability in the preanalytical phase of the inpatient tacrolimus TDM process at their institution. METHODS: Patients receiving tacrolimus (twice-daily formulation) and tacrolimus laboratory analysis were included in the study. Times of tacrolimus administration and laboratory study collection were extracted, and time distribution plots for each step in the inpatient TDM process were generated. RESULTS: Trough levels were drawn appropriately in 25.9% of the cases. Timing between doses was consistent, with 91.9% of the following dose administrations occurring 12 ± 2 hours after the previous dose. Only 38.1% of the drug administrations occurred within 1 hour of laboratory study collection. Tacrolimus-related patient safety events were reported at a rate of 1.9 events per month while incorrect timing of TDM sample collection occurred approximately 200 times per month. Root cause analysis identified a TDM process marked by a lack of communication and coordination of drug administration and TDM sample collection. Extrapolating findings nationwide, we estimate $22 million in laboratory costs wasted annually. CONCLUSIONS: Based on this large single-center study, the authors concluded that the inpatient TDM process is prone to timing errors, thus is financially wasteful, and at its worst harmful to patients due to clinical decisions being made on the basis of unreliable data. Further work is needed on systems solutions to better align the laboratory study collection and drug administration processes.