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1.
Prim Care Diabetes ; 18(2): 202-209, 2024 04.
Article in English | MEDLINE | ID: mdl-38302335

ABSTRACT

AIM: Describe the rationale for and design of Diabetes Remote Intervention to improVe use of Evidence-based medications (DRIVE), a remote medication management program designed to initiate and titrate guideline-directed medical therapy (GDMT) in patients with type 2 diabetes (T2D) at elevated cardiovascular (CV) and/or kidney risk by leveraging non-physician providers. METHODS: An electronic health record based algorithm is used to identify patients with T2D and either established atherosclerotic CV disease (ASCVD), high risk for ASCVD, chronic kidney disease, and/or heart failure within our health system. Patients are invited to participate and randomly assigned to either simultaneous education and medication management, or a period of education prior to medication management. Patient navigators (trained, non-licensed staff) are the primary points of contact while a pharmacist or nurse practitioner reviews and authorizes each medication initiation and titration under an institution-approved collaborative drug therapy management protocol with supervision from a cardiologist and/or endocrinologist. Patient engagement is managed through software to support communication, automation, workflow, and standardization. CONCLUSION: We are testing a remote, navigator-driven, pharmacist-led, and physician-overseen management strategy to optimize GDMT for T2D as a population-level strategy to close the gap between guidelines and clinical practice for patients with T2D at elevated CV and/or kidney risk.


Subject(s)
Cardiovascular Diseases , Diabetes Mellitus, Type 2 , Renal Insufficiency, Chronic , Humans , Diabetes Mellitus, Type 2/diagnosis , Diabetes Mellitus, Type 2/drug therapy , Pharmacists , Kidney , Renal Insufficiency, Chronic/diagnosis , Disease Management , Cardiovascular Diseases/diagnosis , Cardiovascular Diseases/epidemiology , Cardiovascular Diseases/etiology
2.
Inquiry ; 60: 469580231218625, 2023.
Article in English | MEDLINE | ID: mdl-38146178

ABSTRACT

Optimal medication management is important during hospitalization and at discharge because post-discharge adverse drug events (ADEs) are common, often preventable, and contribute to patient harms, healthcare utilization, and costs. Conduct a cost analysis of a comprehensive pharmacist-led transitions-of-care medication management intervention for older adults during and after hospital discharge. Twelve intervention components addressed medication reconciliation, medication review, and medication adherence. Trained, experienced pharmacists delivered the intervention to older adults with chronic comorbidities at 2 large U.S. academic centers. To quantify and categorize time spent on the intervention, we conducted a time-and-motion analysis of study pharmacists over 36 sequential workdays (14 519 min) involving 117 patients. For 40 patients' hospitalizations, we observed all intervention activities. We used the median minutes spent and pharmacist wages nationally to calculate cost per hospitalization (2020 U.S. dollars) from the hospital perspective, relative to usual care. Pharmacists spent a median of 66.9 min per hospitalization (interquartile range 46.1-90.1), equating to $101 ($86 to $116 in sensitivity analyses). In unadjusted analyses, study site was associated with time spent (medians 111 and 51.8 min) while patient primary language, discharge disposition, number of outpatient medications, and patient age were not. In this cost analysis, comprehensive medication management around discharge cost about $101 per hospitalization, with variation across sites. This cost is at least an order of magnitude less than published costs associated with ADEs, hospital readmissions, or other interventions designed to reduce readmissions. Work is ongoing to assess the current intervention's effectiveness.


Subject(s)
Drug-Related Side Effects and Adverse Reactions , Pharmacy Service, Hospital , Humans , Aged , Patient Discharge , Pharmacists , Medication Therapy Management , Aftercare , Hospitals , Hospital Costs
3.
J Am Coll Cardiol ; 81(17): 1680-1693, 2023 05 02.
Article in English | MEDLINE | ID: mdl-36889612

ABSTRACT

BACKGROUND: Scalable and safe approaches for heart failure guideline-directed medical therapy (GDMT) optimization are needed. OBJECTIVES: The authors assessed the safety and effectiveness of a virtual care team guided strategy on GDMT optimization in hospitalized patients with heart failure with reduced ejection fraction (HFrEF). METHODS: In a multicenter implementation trial, we allocated 252 hospital encounters in patients with left ventricular ejection fraction ≤40% to a virtual care team guided strategy (107 encounters among 83 patients) or usual care (145 encounters among 115 patients) across 3 centers in an integrated health system. In the virtual care team group, clinicians received up to 1 daily GDMT optimization suggestion from a physician-pharmacist team. The primary effectiveness outcome was in-hospital change in GDMT optimization score (+2 initiations, +1 dose up-titrations, -1 dose down-titrations, -2 discontinuations summed across classes). In-hospital safety outcomes were adjudicated by an independent clinical events committee. RESULTS: Among 252 encounters, the mean age was 69 ± 14 years, 85 (34%) were women, 35 (14%) were Black, and 43 (17%) were Hispanic. The virtual care team strategy significantly improved GDMT optimization scores vs usual care (adjusted difference: +1.2; 95% CI: 0.7-1.8; P < 0.001). New initiations (44% vs 23%; absolute difference: +21%; P = 0.001) and net intensifications (44% vs 24%; absolute difference: +20%; P = 0.002) during hospitalization were higher in the virtual care team group, translating to a number needed to intervene of 5 encounters. Overall, 23 (21%) in the virtual care team group and 40 (28%) in usual care experienced 1 or more adverse events (P = 0.30). Acute kidney injury, bradycardia, hypotension, hyperkalemia, and hospital length of stay were similar between groups. CONCLUSIONS: Among patients hospitalized with HFrEF, a virtual care team guided strategy for GDMT optimization was safe and improved GDMT across multiple hospitals in an integrated health system. Virtual teams represent a centralized and scalable approach to optimize GDMT.


Subject(s)
Heart Failure , Humans , Female , Middle Aged , Aged , Aged, 80 and over , Male , Stroke Volume , Ventricular Function, Left , Hospitalization , Patient Care Team
4.
JAMA Cardiol ; 8(1): 12-21, 2023 01 01.
Article in English | MEDLINE | ID: mdl-36350612

ABSTRACT

Importance: Blood pressure (BP) and cholesterol control remain challenging. Remote care can deliver more effective care outside of traditional clinician-patient settings but scaling and ensuring access to care among diverse populations remains elusive. Objective: To implement and evaluate a remote hypertension and cholesterol management program across a diverse health care network. Design, Setting, and Participants: Between January 2018 and July 2021, 20 454 patients in a large integrated health network were screened; 18 444 were approached, and 10 803 were enrolled in a comprehensive remote hypertension and cholesterol program (3658 patients with hypertension, 8103 patients with cholesterol, and 958 patients with both). A total of 1266 patients requested education only without medication titration. Enrolled patients received education, home BP device integration, and medication titration. Nonlicensed navigators and pharmacists, supported by cardiovascular clinicians, coordinated care using standardized algorithms, task management and automation software, and omnichannel communication. BP and laboratory test results were actively monitored. Main Outcomes and Measures: Changes in BP and low-density lipoprotein cholesterol (LDL-C). Results: The mean (SD) age among 10 803 patients was 65 (11.4) years; 6009 participants (56%) were female; 1321 (12%) identified as Black, 1190 (11%) as Hispanic, 7758 (72%) as White, and 1727 (16%) as another or multiple races (including American Indian or Alaska Native, Asian, Native Hawaiian or Other Pacific Islander, unknown, other, and declined to respond; consolidated owing to small numbers); and 142 (11%) reported a preferred language other than English. A total of 424 482 BP readings and 139 263 laboratory reports were collected. In the hypertension program, the mean (SD) office BP prior to enrollment was 150/83 (18/10) mm Hg, and the mean (SD) home BP was 145/83 (20/12) mm Hg. For those engaged in remote medication management, the mean (SD) clinic BP 6 and 12 months after enrollment decreased by 8.7/3.8 (21.4/12.4) and 9.7/5.2 (22.2/12.6) mm Hg, respectively. In the education-only cohort, BP changed by a mean (SD) -1.5/-0.7 (23.0/11.1) and by +0.2/-1.9 (30.3/11.2) mm Hg, respectively (P < .001 for between cohort difference). In the lipids program, patients in remote medication management experienced a reduction in LDL-C by a mean (SD) 35.4 (43.1) and 37.5 (43.9) mg/dL at 6 and 12 months, respectively, while the education-only cohort experienced a mean (SD) reduction in LDL-C of 9.3 (34.3) and 10.2 (35.5) mg/dL at 6 and 12 months, respectively (P < .001). Similar rates of enrollment and reductions in BP and lipids were observed across different racial, ethnic, and primary language groups. Conclusions and Relevance: The results of this study indicate that a standardized remote BP and cholesterol management program may help optimize guideline-directed therapy at scale, reduce cardiovascular risk, and minimize the need for in-person visits among diverse populations.


Subject(s)
Hypercholesterolemia , Hypertension , Humans , Female , Aged , Male , Cholesterol, LDL/blood , Hypertension/drug therapy , Hypertension/epidemiology , Blood Pressure , Delivery of Health Care
5.
Hosp Pharm ; 57(2): 211-216, 2022 Apr.
Article in English | MEDLINE | ID: mdl-35601721

ABSTRACT

Background: Executive Quality and Safety WalkRounds (EWRs) is a tool that engages department leadership in discussion with the front-line employees to solicit feedback to improve quality and safety. The purpose of this study was to evaluate the impact of the implementation of pharmacy department specific EWRs on quality and safety at a tertiary academic medical center. Method: This was a single-center, retrospective analysis conducted at Brigham and Women's Hospital between November 2016 and November 2019. This study aimed to analyze the implementation of EWRs conducted every other month throughout various service areas and satellites of the pharmacy department. Data evaluated included the number of EWRs conducted, the specific areas visited, the total number of action items recommended by the staff, along with the total number of action items that were completed or remained in process. Results: During the study period, 17 visits were completed in 12 different BWH pharmacy sub-departments. A total of 98 operational, technological, and environmental action items were recommended by staff to improve quality and safety. Of the 98 action items documented, 95 (96.9%) were completed by time of our analysis. Conclusion: Pharmacy department EWRs are an important and systematic process of communication between the pharmacy leadership and frontline staff. Pharmacy department EWRs have resulted in safety and quality improvements at different levels in the pharmacy department. The EWRs program at the pharmacy department was effective in identifying and completing safety initiatives to improve the safety culture of the department.

6.
J Pharm Pract ; 35(5): 747-751, 2022 Oct.
Article in English | MEDLINE | ID: mdl-33813934

ABSTRACT

BACKGROUND: Although strategies for optimization of pharmacologic therapy in patients with heart failure with reduced ejection fraction (HFrEF) are scripted by guidelines, data from HF registries suggests that guideline-directed medical therapies (GDMT) are underutilized among eligible patients. Whether this discrepancy reflects medication intolerance, contraindications, or a quality of care issue remains unclear. OBJECTIVE: The objective of this initiative was to identify reasons for underutilization and under-dosing of HFrEF therapy in patients at a large, academic medical center. METHODS: Among 500 patients with HFrEF enrolled in a quality improvement project at a tertiary center, we evaluated usage and dosing of 4 categories of GDMT: ACE inhibitors/Angiotensin Receptor Blockers (ACE-i/ARB), Angiotensin Receptor-Neprilysin Inhibitors (ARNi), beta blockers, and Mineralocorticoid Receptor Antagonists (MRA). Reasons for nonprescription and usage of suboptimal doses were abstracted from notes in the chart and from telephone review of previous medication trials with the patient. RESULTS: Of 500 patients identified, 472 subjects had complete data for analysis. Among eligible patients, ACE-i/ARB were prescribed in 81.4% (293 of 360) and beta blockers in 94.4% (442 of 468). Of these patients, 10.6% were prescribed target doses of ACE-i/ARB and 12.4% were prescribed target doses of beta blockers. Utilization of other categories of GDMT was lower, with 54% of eligible patients prescribed MRAs and 27% prescribed an ARNi. In most cases, the reasons for nonprescription or under-dosing of GDMT were not apparent on review of the health record or discussion with the patient. CONCLUSION: Clear rationale for nonprescription and under-dosing of GDMT often cannot be ascertained from detailed review and is only rarely related to documented medication intolerance or contraindications, suggesting an opportunity for quality improvement.


Subject(s)
Heart Failure , Adrenergic beta-Antagonists/therapeutic use , Angiotensin Receptor Antagonists/therapeutic use , Angiotensin-Converting Enzyme Inhibitors , Heart Failure/drug therapy , Humans , Mineralocorticoid Receptor Antagonists/therapeutic use , Neprilysin/pharmacology , Neprilysin/therapeutic use , Receptors, Angiotensin/therapeutic use , Stroke Volume
7.
Am Heart J ; 243: 15-27, 2022 01.
Article in English | MEDLINE | ID: mdl-34481756

ABSTRACT

BACKGROUND: Implementation of guideline-directed cholesterol management remains low despite definitive evidence establishing such measures reduce cardiovascular (CV) events, especially in high atherosclerotic CV disease (ASCVD) risk patients. Modern electronic resources now exist that may help improve health care delivery. While electronic medical records (EMR) allow for population health screening, the potential for coupling EMR screening to remotely delivered algorithmic population-based management has been less studied as a way of overcoming barriers to optimal cholesterol management. METHODS: In an academically affiliated healthcare system, using EMR screening, we sought to identify 1,000 high ASCVD risk patients not meeting guideline-directed low-density lipoprotein-cholesterol (LDL-C) goals within specific system-affiliated primary care practices. Contacted patients received cholesterol education and were offered a remote, guideline-directed, algorithmic cholesterol management program executed by trained but non-licensed "navigators" under professional supervision. Navigators used telephone, proprietary software and internet resources to facilitate algorithm-driven, guideline-based medication initiation/titration, and laboratory testing until patients achieved LDL-C goals or exited the program. As a clinical effectiveness program for cholesterol guideline implementation, comparison was made to those contacted patients who declined program-based medication management, and received education only, along with their usual care. RESULTS: 1021 patients falling into guideline-defined high ASCVD risk groups warranting statin therapy (ASCVD, type 2 diabetes, LDL ≥ 190 mg/dL, calculated 10-year ASCVD risk ≥7.5%) and not achieving guideline-defined target LDL-C levels and/or therapy were identified and contacted. Among the 698 such patients who opted for program medication management, significant LDL-C reductions occurred in the total cohort (mean -65.4 mg/dL, 45% decrease), and each high ASCVD risk subgroup: ASCVD (-57.2 mg/dL, -48.0%); diabetes mellitus (-53.1 mg/dL, -40.0%); severe hypercholesterolemia (-76.3 mg/dL, -45.7%); elevated ASCVD 10-year risk (-62.8 mg/dL, -41.1%) (P<0.001 for all), without any significant complications. Among 20% of participants with reported statin intolerance, average LDL-C decreased from baseline 143 mg/dL to 85 mg/dL using mainly statins and ezetimibe, with limited PCSK9 inhibitor use. In comparison, eligible high ASCVD risk patients who were contacted but opted for education only, a 17% LDL-C decrease occurred over a similar timeframe, with 80% remaining with an LDL-C over 100 mg/dL. CONCLUSIONS: A remote, algorithm-driven, navigator-executed cholesterol management program successfully identified high ASCVD risk undertreated patients using EMR screening and was associated with significantly improved guideline-directed LDL-C control, supporting this approach as a novel strategy for improving health care access and delivery.


Subject(s)
Diabetes Mellitus, Type 2 , Hydroxymethylglutaryl-CoA Reductase Inhibitors , Population Health Management , Cholesterol , Cholesterol, LDL , Diabetes Mellitus, Type 2/drug therapy , Humans , Hydroxymethylglutaryl-CoA Reductase Inhibitors/therapeutic use , Proprotein Convertase 9
8.
Contemp Clin Trials ; 106: 106419, 2021 07.
Article in English | MEDLINE | ID: mdl-33932574

ABSTRACT

BACKGROUND: Older adults commonly face challenges in understanding, obtaining, administering, and monitoring medication regimens after hospitalization. These difficulties can lead to avoidable morbidity, mortality, and hospital readmissions. Pharmacist-led peri-discharge interventions can reduce adverse drug events, but few large randomized trials have examined their effectiveness in reducing readmissions. Demonstrating reductions in 30-day readmissions can make a financial case for implementing pharmacist-led programs across hospitals. METHODS/DESIGN: The PHARMacist Discharge Care, or the PHARM-DC intervention, includes medication reconciliation at admission and discharge, medication review, increased communication with caregivers, providers, and retail pharmacies, and patient education and counseling during and after discharge. The intervention is being implemented in two large hospitals: Cedars-Sinai Medical Center and the Brigham and Women's Hospital. To evaluate the intervention, we are using a pragmatic, randomized clinical trial design with randomization at the patient level. The primary outcome is utilization within 30 days of hospital discharge, including unforeseen emergency department visits, observation stays, and readmissions. Randomizing 9776 patients will achieve 80% power to detect an absolute reduction of 2.5% from an estimated baseline rate of 27.5%. Qualitative analysis will use interviews with key stakeholders to study barriers to and facilitators of implementing PHARM-DC. A cost-effectiveness analysis using a time-and-motion study to estimate time spent on the intervention will highlight the potential cost savings per readmission. DISCUSSION: If this trial demonstrates a business case for the PHARM-DC intervention, with few barriers to implementation, hospitals may be much more likely to adopt pharmacist-led peri-discharge medication management programs. TRIAL REGISTRATION: ClinicalTrials.gov Identifier: NCT04071951.


Subject(s)
Pharmacists , Transitional Care , Aged , Female , Hospitalization , Humans , Medication Reconciliation , Patient Discharge , Patient Readmission
9.
Eur J Heart Fail ; 23(7): 1191-1201, 2021 07.
Article in English | MEDLINE | ID: mdl-33768599

ABSTRACT

AIMS: Implementation of guideline-directed medical therapy (GDMT) for heart failure with reduced ejection fraction (HFrEF) remains incomplete. Non-cardiovascular hospitalization may present opportunities for GDMT optimization. We assessed the efficacy and durability of a virtual, multidisciplinary 'GDMT Team' on medical therapy prescription for HFrEF. METHODS AND RESULTS: Consecutive hospitalizations in patients with HFrEF (ejection fraction ≤40%) were prospectively identified from 3 February to 1 March 2020 (usual care group) and 2 March to 28 August 2020 (intervention group). Patients with critical illness, de novo heart failure, and systolic blood pressure <90 mmHg in the preceeding 24 hs prior to enrollment were excluded. In the intervention group, a pharmacist-physician GDMT Team provided optimization suggestions to treating teams based on an evidence-based algorithm. The primary outcome was a GDMT optimization score, the sum of positive (+1 for new initiations or up-titrations) and negative therapeutic changes (-1 for discontinuations or down-titrations) at hospital discharge. Serious in-hospital safety events were assessed. Among 278 consecutive encounters with HFrEF, 118 met eligibility criteria; 29 (25%) received usual care and 89 (75%) received the GDMT Team intervention. Among usual care encounters, there were no changes in GDMT prescription during hospitalization. In the intervention group, ß-blocker (72% to 88%; P = 0.01), angiotensin receptor-neprilysin inhibitor (6% to 17%; P = 0.03), mineralocorticoid receptor antagonist (16% to 29%; P = 0.05), and triple therapy (9% to 26%; P < 0.01) prescriptions increased during hospitalization. After adjustment for clinically relevant covariates, the GDMT Team was associated with an increase in GDMT optimization score (+0.58; 95% confidence interval +0.09 to +1.07; P = 0.02). There were no serious in-hospital adverse events. CONCLUSIONS: Non-cardiovascular hospitalizations are a potentially safe and effective setting for GDMT optimization. A virtual GDMT Team was associated with improved heart failure therapeutic optimization. This implementation strategy warrants testing in a prospective randomized controlled trial.


Subject(s)
Heart Failure , Heart Failure/drug therapy , Humans , Mineralocorticoid Receptor Antagonists , Pilot Projects , Prospective Studies , Stroke Volume
10.
Am J Health Syst Pharm ; 78(5): 426-435, 2021 02 19.
Article in English | MEDLINE | ID: mdl-33471055

ABSTRACT

PURPOSE: Management of an acute shortage of parenteral opioid products at a large hospital through prescribing interventions and other guideline-recommended actions is described. SUMMARY: In early 2018, many hospitals were faced with a shortage of parenteral opioids that was predicted to last an entire year. The American Society of Health-System Pharmacists (ASHP) has published guidelines on managing drug product shortages. This article describes the application of these guidelines to manage the parenteral opioid shortage and the impact on opioid dispensing that occurred in 2018. Our approach paralleled that recommended in the ASHP guidelines. Daily dispensing reports generated from automated dispensing cabinets and from the electronic health record were used to capture dispenses of opioid medications. Opioid prescribing and utilization data were converted to morphine milligram equivalents (MME) to allow clinical leaders and hospital administrators to quickly evaluate opioid inventories and consumption. Action steps included utilization of substitute opioid therapies and conversion of opioid patient-controlled analgesia (PCA) and opioid infusions to intravenous bolus dose administration. Parenteral opioid supplies were successfully rationed so that surgical and elective procedures were not canceled or delayed. During the shortage, opioid dispensing decreased in the inpatient care areas from approximately 2.0 million MME to 1.4 million MME and in the operating rooms from 0.56 MME to 0.29 million MME. The combination of electronic health record alerts, increased utilization of intravenous acetaminophen and liposomal bupivacaine, and pharmacist interventions resulted in a 67% decline in PCA use and a 65% decline in opioid infusions. CONCLUSION: A multidisciplinary response is necessary for effective management of drug shortages through implementation of strategies and practices for notifying clinicians of shortages and identifying optimal alternative therapies.


Subject(s)
Analgesics, Opioid , Pharmacists , Administration, Intravenous , Analgesics, Opioid/therapeutic use , Hospitalization , Humans , Practice Patterns, Physicians' , United States
12.
Clin Cardiol ; 43(1): 4-13, 2020 Jan.
Article in English | MEDLINE | ID: mdl-31725920

ABSTRACT

Although optimal pharmacological therapy for heart failure with reduced ejection fraction (HFrEF) is carefully scripted by treatment guidelines, many eligible patients are not treated with guideline-directed medical therapy (GDMT) in clinical practice. We designed a strategy for remote optimization of GDMT on a population scale in patients with HFrEF leveraging nonphysician providers. An electronic health record-based algorithm was used to identify a cohort of patients with a diagnosis of heart failure (HF) and ejection fraction (EF) ≤ 40% receiving longitudinal follow-up at our center. Those with end-stage HF requiring inotropic support, mechanical circulatory support, or transplantation and those enrolled in hospice or palliative care were excluded. Treating providers were approached for consent to adjust medical therapy according to a sequential, stepped titration algorithm modeled on the current American College of Cardiology (ACC)/American Heart Association (AHA) HF Guidelines within a collaborative care agreement. The program was approved by the institutional review board at Brigham and Women's Hospital with a waiver of written informed consent. All patients provided verbal consent to participate. A navigator then facilitated medication adjustments by telephone and conducted longitudinal surveillance of laboratories, blood pressure, and symptoms. Each titration step was reviewed by a pharmacist with supervision as needed from a nurse practitioner and HF cardiologist. Patients were discharged from the program to their primary cardiologist after achievement of an optimal or maximally tolerated regimen. A navigator-led remote management strategy for optimization of GDMT may represent a scalable population-level strategy for closing the gap between guidelines and clinical practice in patients with HFrEF.


Subject(s)
Heart Failure/drug therapy , Patient Navigation/methods , Telemedicine/methods , Aged , Algorithms , Female , Follow-Up Studies , Heart Failure/physiopathology , Heart Failure/therapy , Humans , Longitudinal Studies , Male , Middle Aged , Practice Guidelines as Topic , Research Design , Stroke Volume
14.
J Clin Med Res ; 11(6): 458-463, 2019 Jun.
Article in English | MEDLINE | ID: mdl-31143314

ABSTRACT

BACKGROUND: The conventional approach for clinical studies is to identify a cohort of potentially eligible patients and then screen for enrollment. In an effort to reduce the cost and manual effort involved in the screening process, several studies have leveraged electronic health records (EHR) to refine cohorts to better match the eligibility criteria, which is referred to as phenotyping. We extend this approach to dynamically identify a cohort by repeating phenotyping in alternation with manual screening. METHODS: Our approach consists of multiple screen cycles. At the start of each cycle, the phenotyping algorithm is used to identify eligible patients from the EHR, creating an ordered list such that patients that are most likely eligible are listed first. This list is then manually screened, and the results are analyzed to improve the phenotyping for the next cycle. We describe the preliminary results and challenges in the implementation of this approach for an intervention study on heart failure. RESULTS: A total of 1,022 patients were screened, with 223 (23%) of patients being found eligible for enrollment into the intervention study. The iterative approach improved the phenotyping in each screening cycle. Without an iterative approach, the positive screening rate (PSR) was expected to dip below the 20% measured in the first cycle; however, the cyclical approach increased the PSR to 23%. CONCLUSIONS: Our study demonstrates that dynamic phenotyping can facilitate recruitment for prospective clinical study. Future directions include improved informatics infrastructure and governance policies to enable real-time updates to research repositories, tooling for EHR annotation, and methodologies to reduce human annotation.

15.
Am J Health Syst Pharm ; 76(8): 537-542, 2019 04 08.
Article in English | MEDLINE | ID: mdl-30915453

ABSTRACT

PURPOSE: An ethnographic study of 3 pharmacy and therapeutics (P&T) committees was conducted to characterize the process by which evidence is weighted and decisions are made. METHODS: We recorded discussions and conducted an analysis of the transcripts from the 3 P&T committees for a 1-year period. We examined the content and ideas expressed during deliberations and synthesized themes to give a broader picture of the issues arising. Committee discussions were transcribed and the segments of each meeting that addressed any new formulary additions were then analyzed. Using constant comparison method, we generated a series of topic codes to characterize and classify that portion of the discussion. RESULTS: At 26 meetings across the 3 sites, 24 new drug formulary additions were discussed. A total of 1,093 discussion segments were identified and mapped to 7 broad categories related to discussion of evidence of need, efficacy/indications, safety, misuse potential, cost issues, committee decision-making issues, and discussion related to operationalizing use and implementation at the local institution. Overall, the leading category of discussion was efficacy/indications followed by evidence of need, operational issues, and cost issues, with some variation by site. The committees devoted substantially greater portions of their discussion to the logistics of using the drugs in their institutions than they did safety issues. We identified wide variations in specific drugs being considered and the relative amount of time devoted to various issues related to these drugs being discussed. We found discussions generally did not follow a systematic, standardized, rigorous, and reproducible approach. Discussions tended to be more idiosyncratic, individualized, varying from drug to drug, and at times devoted to a variety of tangential issues raised by committee members. CONCLUSION: P&T committee discussions at all 3 sites tended to be idiosyncratic and individualized, varying from drug to drug, and at times devoted to a variety of issues more tangentially raised by committee members. All spent less time talking about drug safety, in each case roughly half the time that they devoted to discussions of efficacy.


Subject(s)
Decision Making , Formularies, Hospital as Topic , Pharmacy and Therapeutics Committee/organization & administration , Anthropology, Cultural , Humans , Time Factors
16.
Clin Cardiol ; 42(2): 285-291, 2019 Feb.
Article in English | MEDLINE | ID: mdl-30582181

ABSTRACT

BACKGROUND: Hypertension remains poorly controlled on the population level. National rates of control, even when defined leniently by BP < 140/90 mm Hg, are only ~50%. As growing healthcare costs coincide with tighter blood pressure (BP) targets, innovative management programs are needed to maximize efficiency of care delivery and optimize control. HYPOTHESIS: We aimed to develop a remote, navigator-led hypertension innovation program that would leverage algorithmic care pathways, home BP measurements and patient coaching to allow rapid and complete medication titration. METHODS: A multidisciplinary group of clinical experts from subspecialties and primary care collaborated to develop an evidence-based clinical algorithm, designed to be automated and administered by non-licensed patient navigators. In the development stage, a prospective pilot cohort of 130 patients was managed by nurse practitioners and pharmacists to ensure efficacy and safety. Patients with clinic BP ≥ 140/90 mm Hg were enrolled and given a Bluetooth-enabled BP device. Home BPs were transmitted automatically into the electronic medical record. Medication titrations were performed by phone at biweekly intervals, based upon weekly average BP, until home BP was controlled at <135/85 mm Hg. RESULTS: Eighty-one percent of all enrolled, and 91% of those patients who regularly measured home BP achieved goal, in an average of 7 weeks. Control was reached similarly across races, genders, and ages. CONCLUSIONS: A home-based BP control program run by non-physicians can provide efficient, effective and rapid control, suggesting an innovative paradigm for hypertension management. This program is effective, sustainable, adaptable, and scalable to fit current and emerging national systems of healthcare.


Subject(s)
Blood Pressure Monitoring, Ambulatory/methods , Blood Pressure/physiology , Delivery of Health Care/organization & administration , Disease Management , Hypertension/physiopathology , Program Development/methods , Telemedicine/methods , Female , Humans , Male , Middle Aged , Pilot Projects , Prospective Studies , United States
17.
Am J Health Syst Pharm ; 75(17 Supplement 3): S63-S71, 2018 Sep 01.
Article in English | MEDLINE | ID: mdl-29976830

ABSTRACT

PURPOSE: The utility of a transitions-of-care (TOC) pharmacist intervention focused on improving the quality and safety of the medication process for high-risk cardiovascular patients was evaluated. METHODS: A quality-improvement initiative was developed for patients with heart failure or acute coronary syndrome followed longitudinally at a hospital's outpatient cardiovascular clinic. The TOC pharmacist intervention occurred either before a patient's outpatient cardiovascular clinic appointment or during a hospitalization. The major outcome analyzed was the number of unplanned hospital readmissions within 30 days. Additional endpoints evaluated included the time to healthcare utilization, number of medication discrepancies identified, percentage of therapeutic recommendations accepted by a provider, number of medication access issues resolved, patient cost savings, patient satisfaction, and mean time spent on an intervention by the pharmacist per patient encounter. RESULTS: A total of 118 patients received the TOC pharmacist intervention. A total of 516 medication discrepancies were identified and corrected, with 55.6% of discrepancies involving cardiovascular medications. A total of 244 recommendations for therapeutic optimization were provided, with an 81% provider acceptance rate and a 100% patient satisfaction rate. Fifty-five patients were provided with medication cost savings, and medication-access issues were resolved for 8 patients. A TOC pharmacist spent means of 98 and 73 minutes on patient education and coordination of care during inpatient and ambulatory encounters, respectively. The 30-day hospital readmission rate for patients with heart failure was reduced by 20%. CONCLUSION: A TOC pharmacist intervention improved the quality and safety of care across both inpatient and ambulatory settings for high-risk cardiovascular patients at our institution.


Subject(s)
Cardiovascular Diseases/drug therapy , Medication Reconciliation/standards , Pharmacists/standards , Pharmacy Service, Hospital/standards , Professional Role , Transitional Care/standards , Aged , Aged, 80 and over , Cardiovascular Diseases/diagnosis , Female , Humans , Male , Medication Reconciliation/methods , Patient Readmission/standards , Pharmacy Service, Hospital/methods , Pilot Projects , Risk Factors
18.
Crit Pathw Cardiol ; 16(4): 158-160, 2017 12.
Article in English | MEDLINE | ID: mdl-29135624

ABSTRACT

Potassium supplementation can be administered intravenously or orally with either immediate release or sustained release formulations. Sustained release potassium chloride allows for delayed absorption and peak effects. In the inpatient setting, it is important to monitor and prevent both hypokalemia and hyperkalemia. Our tertiary-care academic hospital created a clinical pathway for sustained release potassium chloride supplementation in the inpatient population. Our clinical pathway for sustained release potassium chloride creates dosing restrictions designed to prevent hyperkalemia, while allowing exceptions for patients with high requirements.


Subject(s)
Academic Medical Centers , Cardiovascular Diseases/complications , Critical Pathways/standards , Hyperkalemia/prevention & control , Inpatients , Potassium Chloride/administration & dosage , Cardiovascular Diseases/blood , Cardiovascular Diseases/drug therapy , Delayed-Action Preparations , Dose-Response Relationship, Drug , Humans , Hyperkalemia/blood , Hyperkalemia/etiology , Potassium/blood
19.
J Pharm Pract ; 30(3): 318-323, 2017 Jun.
Article in English | MEDLINE | ID: mdl-27080398

ABSTRACT

BACKGROUND: The Ambulatory Cardiac Triage, Intervention, and Education (ACTIVE) infusion unit is an outpatient center that aims to provide heart failure (HF) patients with comprehensive multidisciplinary interventions. OBJECTIVE: To describe the patient population served in ACTIVE and to document the prevalence of comorbidities and drug therapy-related issues (DRIs) in order to define the most effective role of a pharmacist in the unit. METHODS: Patients who have been interviewed by a pharmacist in ACTIVE were included. Comprehensive medical and medication profile reviews were performed. Patient comorbidities were documented, and DRIs were classified. RESULTS: Sixty patients were included. Most prevalent cardiac comorbidities included hypertension (73%) and hyperlipidemia (62%). Top 3 noncardiac comorbidities included chronic kidney disease (60%), diabetes (50%), and obesity (35%). The prevalence of DRI was reported as follows: (1) needs additional/alternative therapy (untreated indication [37] or suboptimal therapeutic choice [46]), (2) wrong drug (major drug-drug interaction [90], contraindication [11], or duplicate therapy [1]), (3) suboptimal dosing (17), (4) dose exceeds recommended maximum (9), and (5) adverse drug reaction (93). In 63 (22%) of the DRIs, a pharmacist made recommendations to modify the regimen. CONCLUSION: The prevalence of DRI is high even among HF patients managed in a subspecialty cardiovascular practice. Pharmacists in this setting play a vital role in more effectively resolving DRI.


Subject(s)
Ambulatory Care/methods , Drug-Related Side Effects and Adverse Reactions/prevention & control , Heart Failure/drug therapy , Pharmacists , Professional Role , Adult , Aged , Aged, 80 and over , Cohort Studies , Drug Interactions/physiology , Drug-Related Side Effects and Adverse Reactions/diagnosis , Drug-Related Side Effects and Adverse Reactions/epidemiology , Female , Heart Failure/epidemiology , Humans , Male , Middle Aged , Outpatients , Pilot Projects , Triage/methods
20.
Am J Cardiol ; 118(9): 1350-1355, 2016 Nov 01.
Article in English | MEDLINE | ID: mdl-27772698

ABSTRACT

Innovative treatment strategies for decompensated heart failure (HF) are required to achieve cost savings and improvements in outcomes. We developed a decision analytic model from a hospital perspective to compare 2 strategies for the treatment of decompensated HF, ambulatory diuretic infusion therapy, and hospitalization (standard care), with respect to total HF hospitalizations and costs. The ambulatory diuretic therapy strategy included outpatient treatment with high doses of intravenous loop diuretics in a specialized HF unit whereas standard care included hospitalization for intravenous loop diuretic therapy. Model probabilities were derived from the outcomes of patients who were treated for decompensated HF at Brigham and Women's Hospital (Boston, MA). Costs were based on Centers for Medicare and Medicaid reimbursement and the available reports. Based on a sample of patients treated at our institution, the ambulatory diuretic therapy strategy was estimated to achieve a significant reduction in total HF hospitalizations compared with standard care (relative reduction 58.3%). Under the base case assumptions, the total cost of the ambulatory diuretic therapy strategy was $6,078 per decompensation episode per 90 days compared with $12,175 per 90 days with standard care, for a savings of $6,097. The cost savings associated with the ambulatory diuretic strategy were robust against variation up to 50% in costs of ambulatory diuretic therapy and the likelihood of posttreatment hospitalization. An exploratory analysis suggests that ambulatory diuretic therapy is likely to remain cost saving over the long-term. In conclusion, this decision analytic model demonstrates that ambulatory diuretic therapy is likely to be cost saving compared with hospitalization for the treatment of decompensated HF from a hospital perspective. These results suggest that implementation of outpatient HF units that provide ambulatory diuretic therapy to well-selected subgroup of patients may result in significant reductions in health care costs while improving the care of patients across a variety of health care settings.


Subject(s)
Ambulatory Care , Heart Failure/drug therapy , Hospitalization/statistics & numerical data , Sodium Potassium Chloride Symporter Inhibitors/therapeutic use , Aged , Aged, 80 and over , Ambulatory Care/economics , Boston , Decision Trees , Female , Heart Failure/economics , Hospitalization/economics , Humans , Infusions, Intravenous , Male , Middle Aged , Sodium Potassium Chloride Symporter Inhibitors/administration & dosage , Sodium Potassium Chloride Symporter Inhibitors/economics , Treatment Outcome
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