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Enhancing Availability of Services to Control Hypertension Through a Team-based Care Approach That Includes Pharmacists. J Am Pharm Assoc (2003) 2024:102055. [PMID: 38401838 DOI: 10.1016/j.japh.2024.102055] [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: 11/01/2023] [Revised: 02/16/2024] [Accepted: 02/19/2024] [Indexed: 02/26/2024]
Abstract
BACKGROUND Primary care physician (PCP) shortages are expected to increase. The Michigan Medicine Hypertension Pharmacists' Program uses a team-based care (TBC) approach to redistribute some patient care responsibilities from PCPs to pharmacists for patients with diagnosed hypertension. OBJECTIVES This evaluation analyzed whether the Michigan Medicine Hypertension Pharmacists' Program increased the availability of hypertension management services and described facilitators that addressed barriers to program sustainability and replicability. METHODS We conducted a retrospective observational study that used a mixed methods approach. We examined the availability of hypertension management services using the number of pharmacists' referrals of patients to other services and the number of PCP appointments. We analyzed qualitative interviews with program staff and site-level quantitative data to examine the program's impact on the availability of services, the impact of TBC that engage pharmacists, and program barriers and facilitators. RESULTS Patients who visited a pharmacist had fewer PCP visits over 3- and 6-month periods compared to a matched comparison group that did not see a pharmacist and were 1.35 times more likely to receive a referral to a specialist within a 3-month period. Support from leaders and physicians, shared electronic health record access, and financial backing emerged as leading factors for program sustainability and replicability. CONCLUSION Adding pharmacists to the care team reduced the number of PCP appointments per patient while increasing the availability of hypertension management services; this may in turn improve PCPs' availability. Similar models may be sustainable and replicable by relying on organizational buy-in, accessible infrastructure, and financing.
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Effect of Best Practice Alert (BPA) on Post-Discharge Opioid Prescribing After Minimally Invasive Hysterectomy: A Quality Improvement Study. J Pain Res 2024; 17:667-675. [PMID: 38375407 PMCID: PMC10875180 DOI: 10.2147/jpr.s432262] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2023] [Accepted: 12/28/2023] [Indexed: 02/21/2024] Open
Abstract
Purpose The aim of this study was to describe the effectiveness of an electronic health record best practice alert (BPA) in decreasing gynecologic post-discharge opioid prescribing following benign minimally invasive hysterectomy. Patients and Methods The BPA triggered for opioid orders >15 tablets. Prescribers' options included (1) decrease to 15 ≤ tablets; (2) remove the order/utilize a defaulted order set; or (3) override the alert. Results 332 patients were included. The BPA triggered 29 times. The following actions were taken among 16 patients for whom the BPA triggered: "override the alert" (n=13); "cancel the alert" (n=2); and 'remove the opioid order set' (n=1). 12/16 patients had discharge prescriptions: one patient received 20 tablets; two received 10 tablets; and nine received 15 tablets. Top reasons for over prescribing included concerns for pain control and lack of alternatives. Conclusion Implementing a post-discharge opioid prescribing BPA aligned opioid prescribing following benign minimally invasive hysterectomy with guideline recommendations.
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Identifying the prevalence of clinically actionable drug-gene interactions in a health system biorepository to guide pharmacogenetics implementation services. Clin Transl Sci 2022; 16:292-304. [PMID: 36510710 PMCID: PMC9926071 DOI: 10.1111/cts.13449] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2022] [Revised: 10/14/2022] [Accepted: 10/24/2022] [Indexed: 12/15/2022] Open
Abstract
Understanding patterns of drug-gene interactions (DGIs) is important for advancing the clinical implementation of pharmacogenetics (PGx) into routine practice. Prior studies have estimated the prevalence of DGIs, but few have confirmed DGIs in patients with known genotypes and prescriptions, nor have they evaluated clinician characteristics associated with DGI-prescribing. This retrospective chart review assessed prevalence of DGI, defined as a medication prescription in a patient with a PGx phenotype that has a clinical practice guideline recommendation to adjust therapy or monitor drug response, for patients enrolled in a research genetic biorepository linked to electronic health records (EHRs). The prevalence of prescriptions for medications with pharmacogenetic (PGx) guidelines, proportion of prescriptions with DGI, location of DGI prescription, and clinical service of the prescriber were evaluated descriptively. Seventy-five percent (57,058/75,337) of patients had a prescription for a medication with a PGx guideline. Up to 60% (n = 26,067/43,647) of patients had at least one DGI when considering recommendations to adjust or monitor therapy based on genotype. The majority (61%) of DGIs occurred in outpatient prescriptions. Proton pump inhibitors were the most common DGI medication for 11 of 12 clinical services. Almost 25% of patients (n = 10,706/43,647) had more than one unique DGI, and, among this group of patients, 61% had a DGI with more than one gene. These findings can inform future clinical implementation by identifying key stakeholders for initial DGI prescriptions, helping to inform workflows. The high prevalence of multigene interactions identified also support the use of panel PGx testing as an implementation strategy.
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Measurement and Validation of the Comprehensive Score for Financial Toxicity (COST) in a Population With Diabetes. Diabetes Care 2022; 45:2535-2543. [PMID: 36048837 PMCID: PMC9679256 DOI: 10.2337/dc22-0494] [Citation(s) in RCA: 17] [Impact Index Per Article: 8.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/10/2022] [Accepted: 08/16/2022] [Indexed: 02/06/2023]
Abstract
OBJECTIVE The Comprehensive Score for Financial Toxicity-Functional Assessment of Chronic Illness Therapy (COST-FACIT) is a validated instrument measuring financial distress among people with cancer. The reliability and construct validity of the 11-item COST-FACIT were examined in adults with diabetes and high A1C. RESEARCH DESIGN AND METHODS We examined the factor structure (exploratory factor analysis), internal consistency reliability (Cronbach α), floor/ceiling effects, known-groups validity, and predictive validity among a sample of 600 adults with diabetes and high A1C. RESULTS COST-FACIT demonstrated a two-factor structure with high internal consistency: general financial situation (7-items, α = 0.86) and impact of illness on financial situation (4-items, α = 0.73). The measure demonstrated a ceiling effect for 2% of participants and floor effects for 7%. Worse financial toxicity scores were observed among adults who were women, were below the poverty line, had government-sponsored health insurance, were middle-aged, were not in the workforce, and had less educational attainment (P < 0.01). Worse financial toxicity was observed for those engaging in cost coping behaviors, such as taking less or skipping medicines, delaying care, borrowing money, "maxing out" the limit on credit cards, and not paying bills (P < 0.01). In regression models for the full measure and its two factors, worse financial toxicity was correlated with higher A1C (P < 0.01), higher levels of diabetes distress (P < 0.01), more chronic conditions (P < 0.01), and more depressive symptoms (P < 0.01). CONCLUSIONS Findings support both the reliability and validity of the COST-FACIT tool among adults with diabetes and high A1C levels. More research is needed to support the use of the COST-FACIT tool as a clinically relevant patient-centered instrument for diabetes care.
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Characterization of an embedded clinical oncology pharmacy model across the State of Michigan. J Clin Oncol 2022. [DOI: 10.1200/jco.2022.40.28_suppl.058] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/20/2022] Open
Abstract
58 Background: The oncology pharmacist role has evolved to address implications of newer cancer therapies by increased integration in direct patient care and management of cancer therapy side effects and adherence. Despite the ability of oncology pharmacists to provide high-value, high-quality care to patients with cancer, it remains difficult for community oncology practices to justify the cost of the pharmacist. The purpose of this study is to characterize a model, Pharmacists Optimizing Oncology Care Excellence in Michigan (POEM), that supports the integration of clinical oncology pharmacists into community practices via financial support to the practices, clinical support to the pharmacist team, and outcomes assessment. The results will provide insight into how pharmacists support patient care and how to substantiate a pharmacist in practices. Methods: This multicenter, retrospective analysis was conducted between October 2020 – March 2022. POEM pharmacists received support in the development of collaborative practice agreements, billing guidance, and ongoing oncology continuing education. Practices received support via a percentage of salary support for the pharmacist the first 3 years and value-based reimbursement for participation. A standardized method for collecting patient demographics, pharmacist encounter characteristics, and intervention information was created via RedCap. Patients receiving care by the pharmacist were provided a 4-item survey to rate their experience. Results: As of March 2022, POEM has 6 clinical oncology pharmacists representing 8 physician organizations, 24 oncology clinics, and 72 physicians. 1944 patients have been seen via 4296 encounters and 4380 interventions. 49% of patients were female, 93% white, and 74% > 60 years. The primary reasons for pharmacist care were treatment with oral anticancer agents (OAA) (52%), non-immunotherapy IV (22%), and immunotherapy (20%). Pharmacists recorded an average of 77 patient encounters/week over the last year and 108/week over the past quarter. 47% of these encounters were billed using care management codes. Additionally, pharmacists recorded an average of 82 interventions/week over the past year and 101/week over the last quarter. Interventions were Education and Referrals (49%), Medication Modification (24%), and Comprehensive Medication Review or Medication Reconciliation (20%). Patients were satisfied with the pharmacists’ care and felt it was important to meet with a pharmacist before beginning their cancer treatment. Conclusions: Early results indicate positive patient experiences from education sessions and medication interventions to improve patient symptoms. Future outcome analyses will quantify the return on investment of clinical pharmacist integration into oncology community practices by measuring pre- and post-intervention healthcare utilization and patient clinical outcomes.
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Pharmacist engagement in a community pharmacy hypertension management program in collaboration with an academic medical center. Am J Health Syst Pharm 2022; 79:1110-1114. [PMID: 35278307 DOI: 10.1093/ajhp/zxac081] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
DISCLAIMER In an effort to expedite the publication of articles related to the COVID-19 pandemic, AJHP is posting these manuscripts online as soon as possible after acceptance. Accepted manuscripts have been peer-reviewed and copyedited, but are posted online before technical formatting and author proofing. These manuscripts are not the final version of record and will be replaced with the final article (formatted per AJHP style and proofed by the authors) at a later time. PURPOSE To explore the perceptions of pharmacists and administrators who had an integral role in designing and operationalizing an integrated community pharmacist hypertension management program with collaboration between an academic medical center and a regional chain community pharmacy. SUMMARY Community pharmacists (n = 3), ambulatory care pharmacists (n = 2), medical directors (n = 2), and health-system (n = 1) and pharmacy (n = 1) administrators reported positive experiences engaging with the hypertension management program. Strengths of the program included comprehensive training by the ambulatory care pharmacists, community pharmacist access to the electronic health record (EHR), and primary care providers who were receptive to referring patients and accepting recommendations from the community pharmacists. All participants felt that the program had a positive outlook and saw opportunity for expansion, such as extended hours of operation, new locations, and additional pharmacists. CONCLUSION Pharmacists are well positioned to extend hypertension management programs from primary care clinics into local pharmacists if they have appropriate training, access to the EHR, and ongoing support from collaborating primary care offices. Additional research using implementation science methods is needed to further test the scalability and replicability of the program among different patient populations, community pharmacies, and health systems.
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Blood pressure drive-through: An innovative way to meet patient care needs during a pandemic. Am J Health Syst Pharm 2022; 79:831-834. [PMID: 35136922 PMCID: PMC9383445 DOI: 10.1093/ajhp/zxac036] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/24/2022] Open
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Impacts of the COVID-19 pandemic on unmet social needs, self-care, and outcomes among people with diabetes and poor glycemic control. Prim Care Diabetes 2022; 16:57-64. [PMID: 34782218 PMCID: PMC8590528 DOI: 10.1016/j.pcd.2021.10.004] [Citation(s) in RCA: 9] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/14/2021] [Revised: 10/21/2021] [Accepted: 10/26/2021] [Indexed: 11/23/2022]
Abstract
AIMS The purpose of this study was to examine whether pandemic exposure impacted unmet social and diabetes needs, self-care behaviors, and diabetes outcomes in a sample with diabetes and poor glycemic control. METHODS This was a cross-sectional analysis of participants with diabetes and poor glycemic control in an ongoing trial (n = 353). We compared the prevalence of unmet needs, self-care behaviors, and diabetes outcomes in successive cohorts of enrollees surveyed pre-pandemic (prior to March 11, 2020, n = 182), in the early stages of the pandemic (May-September, 2020, n = 75), and later (September 2020-January 2021, n = 96) stratified by income and gender. Adjusted multivariable regression models were used to examine trends. RESULTS More participants with low income reported food insecurity (70% vs. 83%, p < 0.05) and needs related to access to blood glucose supplies (19% vs. 67%, p < 0.05) during the pandemic compared to pre-pandemic levels. In adjusted models among people with low incomes, the odds of housing insecurity increased among participants during the early pandemic months compared with participants pre-pandemic (OR 20.2 [95% CI 2.8-145.2], p < 0.01). A1c levels were better among participants later in the pandemic than those pre-pandemic (β = -1.1 [95% CI -1.8 to -0.4], p < 0.01), but systolic blood pressure control was substantially worse (β = 11.5 [95% CI 4.2-18.8, p < 0.001). CONCLUSION Adults with low-incomes and diabetes were most impacted by the pandemic. A1c may not fully capture challenges that people with diabetes are facing to manage their condition; systolic blood pressures may have worsened and problems with self-care may forebode longer-term challenges in diabetes control.
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Comprehensive medication review service by embedded pharmacists in primary care: Innovations and impact. J Am Pharm Assoc (2003) 2021; 62:580-587.e1. [PMID: 34696978 DOI: 10.1016/j.japh.2021.09.015] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/09/2021] [Revised: 09/22/2021] [Accepted: 09/27/2021] [Indexed: 11/16/2022]
Abstract
BACKGROUND Primary care may offer innovations in delivering comprehensive medication reviews (CMRs). OBJECTIVES This study aimed to (1) describe innovations to improve delivery and impact of CMR, (2) quantify CMR completion rates and patient satisfaction, and (3) characterize medication changes and impact on medication costs. PRACTICE DESCRIPTION Board-certified ambulatory care pharmacists with collaborative practice agreements embedded in primary care provided CMRs in 5 clinics for eligible university prescription plan retirees. PRACTICE INNOVATION Innovations included (1) physician review of potential CMR recipient list, (2) use of trained student pharmacists to recruit and set up CMR visits, (3) use of clinical information in a standardized CMR 2-visit approach by embedded pharmacists, and (4) enrollment into disease management programs or referrals to other providers. EVALUATION METHODS Data from a retrospective cohort were collected. The CMR completion rate and therapeutic interventions were documented. Prescription fill data were available for 6 months before and after the CMR. An anonymous survey assessed patient satisfaction. Frequencies and descriptive statistics characterized completion rate, interventions, and patient satisfaction. The median cost to the plan of deleted versus added medications and per member per month total drug costs before and after the CMR were compared. RESULTS Among 729 beneficiaries screened, 489 were eligible and 223 (46%) received a CMR. There were 388 medication interventions: the most common intervention was to delete medications (41.0%). One in 4 was enrolled into the pharmacists' disease management programs. Individuals reported 4.68 (SD 0.67) of 5 for helpfulness of the CMR. The ratio of median costs for medication deletions versus additions was $1.46 vs. $1.00. CONCLUSION Innovations to deliver CMRs capitalized on well-established physician-pharmacist relationships and nonpharmacist personnel to recruit and prepare the intake. Almost half of eligible beneficiaries received a CMR, and the CMRs were impactful for patients and payers. The most prevalent intervention was to discontinue medications for efficacy reasons.
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A physician-pharmacist collaborative care model to prevent opioid misuse. Am J Health Syst Pharm 2021; 77:771-780. [PMID: 32315401 DOI: 10.1093/ajhp/zxaa060] [Citation(s) in RCA: 14] [Impact Index Per Article: 4.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
PURPOSE Clinical pharmacists in primary care clinics can potentially help manage chronic pain and opioid prescriptions by providing services similar to those provided within their scope of practice to patients with diabetes and hypertension. We evaluated the feasibility and acceptability of a pharmacist-physician collaborative care model for patients with chronic pain. METHODS The program consisted of an in-person pharmacist consultation and optional follow-up visits over 4 months in 2 primary care practices. Eligible patients had chronic pain and a long-term prescription for opioids or buprenorphine or were referred by their primary care physician (PCP). Pharmacist recommendations were communicated to PCPs via the electronic medical record (EMR) and direct communication. Mixed-methods evaluation included baseline and follow-up surveys with patients, EMR review of opioid-related clinical encounters, and provider interviews. RESULTS Between January and October 2018, 47 of the 182 eligible patients enrolled, with 46 completing all follow-up; 43 patients (91%) had received opioids over the past 6 months. The pharmacist recommended adding or switching to a nonopioid pain medication for 30 patients, switching to buprenorphine for pain and complex persistent opioid dependence for 20 patients, and tapering opioids for 3 patients. All physicians found the intervention acceptable but wanted more guidance on prescribing buprenorphine for pain. Most patients found the intervention helpful, but some reported a lack of physician follow-up on recommended changes. CONCLUSION The study demonstrated that comanagement of patients with chronic pain is feasible and acceptable. Policy changes to increase pharmacists' authority to prescribe may increase physician willingness and confidence to carry out opioid tapers and prescribe buprenorphine for pain.
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Pharmacists providing care in statewide physician organizations: findings from the Michigan Pharmacists Transforming Care and Quality Collaborative. J Manag Care Spec Pharm 2020; 26:1558-1566. [PMID: 33251995 PMCID: PMC9837743 DOI: 10.18553/jmcp.2020.26.12.1558] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/17/2023]
Abstract
BACKGROUND: Clinical services provided by pharmacists embedded in practices can improve patient outcomes within the primary care setting. Little is known about whether physician organizations (POs) will retain the services of clinical pharmacists after outside funding for a statewide implementation program is ended. OBJECTIVE: To evaluate a statewide program, Michigan Pharmacists Transforming Care and Quality (MPTCQ), that incorporated pharmacists within 17 POs. METHODS: A descriptive study was conducted using data collected from June 2016 to September 2018 from primary care clinical pharmacist encounters in POs participating in MPTCQ. Process outcomes included the number of participating POs, patient encounters, and average visits per patient. Analyses at the encounter level were stratified by 2 encounter types: disease state management (DSM) or comprehensive medication review (CMR). Separately by encounter type, pharmacist effect was described by the number, type, and reasons for medication changes, as well as medication adherence and cost barriers found and addressed. Clinical outcomes included hemoglobin A1c and blood pressure change. Sustainability and patient satisfaction of pharmacists providing clinical services are reported. RESULTS: Across 17 POs, 27 pharmacists participated in the MPTCQ program. Pharmacists completed 24,523 patient encounters for DSM with 5,942 patients, with an average of 5 visits per patient with diabetes and 2 visits for hypertension. Pharmacists made 15,153 therapeutic medication changes during visits for diabetes and hypertension, with approximately 70% related to efficacy. Pharmacists completed 4,203 CMR visits for 3,092 patients. During CMR visits, 1,296 therapeutic medication changes were recommended. Problems with medication cost were identified in 13% of CMR visits. Blood pressure and A1c levels decreased in patients managed by pharmacists. In 157 patients surveyed, 87% rated their pharmacists' care as excellent. Sixteen POs retained their pharmacists at the end of funding. CONCLUSIONS: A statewide provider-payer partnership successfully integrated and retained primary care pharmacists within POs. Pharmacists in the MPTCQ program contributed to improvements in disease control by changing medications to improve patient clinical outcomes. DISCLOSURES: Support for MPTCQ was provided by Blue Cross and Blue Shield of Michigan (BCBSM) as part of the BCBSM Value Partnerships program. Coe was supported by the National Center for Advancing Translational Sciences of the National Institutes of Health under award number KL2TR002241. Although BCBSM and MPTCQ work collaboratively, the opinions, beliefs, and viewpoints expressed by the authors do not necessarily reflect the opinions, beliefs, and viewpoints of BCBSM or any of its employees. The content is solely the responsibility of the authors and does not necessarily represent the official views of the National Institutes of Health. The authors have no conflicts of interest to report.
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Understanding the Feasibility, Acceptability, and Efficacy of a Clinical Pharmacist-led Mobile Approach (BPTrack) to Hypertension Management: Mixed Methods Pilot Study. J Med Internet Res 2020; 22:e19882. [PMID: 32780026 PMCID: PMC7448180 DOI: 10.2196/19882] [Citation(s) in RCA: 9] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/08/2020] [Revised: 06/08/2020] [Accepted: 06/13/2020] [Indexed: 01/04/2023] Open
Abstract
BACKGROUND Hypertension is a prevalent and costly burden in the United States. Clinical pharmacists within care teams provide effective management of hypertension, as does home blood pressure monitoring; however, concerns about data quality and latency are widespread. One approach to close the gap between clinical pharmacist intervention and home blood pressure monitoring is the use of mobile health (mHealth) technology. OBJECTIVE We sought to investigate the feasibility, acceptability, and preliminary effectiveness of BPTrack, a clinical pharmacist-led intervention that incorporates patient- and clinician-facing apps to make electronically collected, patient-generated data available to providers in real time for hypertension management. The patient app also included customizable daily medication reminders and educational messages. Additionally, this study sought to understand barriers to adoption and areas for improvement identified by key stakeholders, so more widespread use of such interventions may be achieved. METHODS We conducted a mixed methods pilot study of BPTrack, to improve blood pressure control in patients with uncontrolled hypertension through a 12-week pre-post intervention. All patients were recruited from a primary care setting where they worked with a clinical pharmacist for hypertension management. Participants completed a baseline visit, then spent 12 weeks utilizing BPTrack before returning to the clinic for follow-up. Collected data from patient participants included surveys pre- and postintervention, clinical measures (for establishing effectiveness, with the primary outcome being a change in blood pressure and the secondary outcome being a change in medication adherence), utilization of the BPTrack app, interviews at follow-up, and chart review. We also conducted interviews with key stakeholders. RESULTS A total of 15 patient participants were included (13 remained through follow-up for an 86.7% retention rate) in a single group, pre-post assessment pilot study. Data supported the hypothesis that BPTrack was feasible and acceptable for use by patient and provider participants and was effective at reducing patient blood pressure. At the 12-week follow-up, patients exhibited significant reductions in both systolic blood pressure (baseline mean 137.3 mm Hg, SD 11.1 mm Hg; follow-up mean 131.0 mm Hg, SD 9.9 mm Hg; P=.02) and diastolic blood pressure (baseline mean 89.4 mm Hg, SD 7.7 mm Hg; follow-up mean 82.5 mm Hg, SD 8.2 mm Hg; P<.001). On average, patients uploaded at least one blood pressure measurement on 75% (SD 25%) of study days. No improvements in medication adherence were noted. Interview data revealed areas of improvement and refinement for the patient experience. Furthermore, stakeholders require integration into the electronic health record and a modified clinical workflow for BPTrack to be truly useful; however, both patients and stakeholders perceived benefits of BPTrack when used within the context of a clinical relationship. CONCLUSIONS Results demonstrate that a pharmacist-led mHealth intervention promoting home blood pressure monitoring and clinical pharmacist management of hypertension can be effective at reducing blood pressure in primary care patients with uncontrolled hypertension. Our data also support the feasibility and acceptability of these types of interventions for patients and providers. TRIAL REGISTRATION ClinicalTrials.gov NCT02898584; https://clinicaltrials.gov/ct2/show/NCT02898584. INTERNATIONAL REGISTERED REPORT IDENTIFIER (IRRID) RR2-10.2196/resprot.8059.
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Evaluation of Clinical Pharmacist Services in a Transitions of Care Program Provided to Patients at Highest Risk for Readmission. J Pharm Pract 2020; 33:314-320. [PMID: 30343615 PMCID: PMC9827459 DOI: 10.1177/0897190018806400] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/12/2023]
Abstract
BACKGROUND An ambulatory transition of care program, including a pharmacist-provided comprehensive medication review (CMR), was implemented. OBJECTIVES The objectives were to: (1) compare 30-day hospital readmission rates between those who received the pharmacist CMR versus eligible patients not scheduled, (2) describe identified problems and recommendations, and (3) quantify recommendation acceptance rates. METHODS A retrospective cohort study was conducted between March and October 2016. Inclusion criteria were: LACE score of ≥13, established Michigan Medicine primary care, and discharged from specific inpatient services to home. The primary outcome was 30-day hospital readmission rates. Pharmacist-identified problems, recommendations, and recommendation acceptance rates were examined. χ2 analysis and descriptive statistics were used. RESULTS 355 discharges met inclusion criteria and pharmacists provided CMRs for 159 patients. The average age was 60 years (standard deviation [SD]: 14.3), the majority were female (54%), and white/Caucasian (69%). There was no significant difference in 30-day readmission rates in patients who received a CMR (p = .96). A mean of 3.1 problems were identified per visit (SD: 1.8, range: 1-10). 509 recommendations were provided and approximately 50% were provider accepted. CONCLUSIONS Reduced readmission rates were not observed; however, pharmacists identified many areas for intervention in highest risk patients during the transition from hospital to home.
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Corrigendum to “Study protocol: CareAvenue program to improve unmet social risk factors and diabetes outcomes - A randomized controlled trial” [Contemporary Clinical Trials 89 (2020) 105933]. Contemp Clin Trials 2020; 91:106025. [DOI: 10.1016/j.cct.2020.106025] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/24/2022]
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The Impact of Palliative Care Interventions on Medication Regimen Complexity. J Palliat Med 2020; 23:156-157. [PMID: 32023191 DOI: 10.1089/jpm.2019.0229] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/13/2022] Open
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Study protocol: CareAvenue program to improve unmet social risk factors and diabetes outcomes- A randomized controlled trial. Contemp Clin Trials 2020; 89:105933. [PMID: 31923472 PMCID: PMC7242130 DOI: 10.1016/j.cct.2020.105933] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/19/2019] [Revised: 11/23/2019] [Accepted: 01/03/2020] [Indexed: 11/28/2022]
Abstract
Despite the burdens costs can place on adults with diabetes, few evidence-based, scalable interventions have been identified that address prevalent health-related financial burdens and unmet social risk factors that serve as major obstacles to effective diabetes management. In this study, we will test the effectiveness of CareAvenue - an automated e-health tool that screens for unmet social risk factors and informs and activates individuals to take steps to connect to resources and engage in self-care. We will determine the effectiveness of CareAvenue relative to standard care with respect to improving glycemic control and patient-centered outcomes such as cost-related non-adherence (CRN) behaviors and perceived financial burden. We will also examine the role of patient risk factors (moderators) and behavioral factors (mediators) on the effectiveness of CareAvenue in improving outcomes. We will recruit 720 patients in a large health system with uncontrolled Type 1 diabetes mellitus (T1DM) or Type 2 diabetes mellitus (T2DM) who engage in CRN or perceive financial burden. Participants will be randomized to one of two arms: 1) receipt of a 15-20 min web-based program with routine follow-up (CareAvenue); or 2) receipt of contact information for existing health system assistance services. Outcomes will be assessed at baseline and 6- and 12-month follow-up. Clinical Trial Registration: ClinicalTrials.gov ID NCT03950973, May 2019.
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Comprehensive medication reviews: Optimal delivery setting and recommendations for quality assessment. J Am Pharm Assoc (2003) 2019; 59:642-645. [PMID: 31307965 DOI: 10.1016/j.japh.2019.06.004] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/03/2018] [Revised: 04/05/2019] [Accepted: 06/01/2019] [Indexed: 11/17/2022]
Abstract
OBJECTIVES To propose a metric evaluating the quality of comprehensive medication reviews (CMRs), and to discuss the optimal setting for CMR delivery. SUMMARY First, we provide a current assessment of the quality of CMRs performed in community, payer, and health system/clinic settings, with recommended opportunities for improvement. Thereafter, a companion metric for CMR quality is discussed, because this is critical to ensuring that patients are not just receiving CMR services, but that CMRs reflect evidence-based recommendations supporting optimal patient outcomes. CONCLUSION Based on the data currently available, accessibility to electronic medical records would enhance patient-specific recommendations to optimize CMR delivery and patient outcomes. Future studies may help to identify additional factors, such as pharmacist-physician collaboration in clinic and use of evidence-based recommendations, that can further enhance CMR quality.
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Provider perceptions of pharmacists providing mental health medication support in patient-centered medical homes. J Am Pharm Assoc (2003) 2019; 59:555-559. [PMID: 31010786 DOI: 10.1016/j.japh.2019.03.002] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2018] [Revised: 02/04/2019] [Accepted: 03/05/2019] [Indexed: 10/27/2022]
Abstract
OBJECTIVES To identify primary care providers' (PCPs') comfort level, potential barriers to management of patients with mental health disorders, and attitudes around clinical pharmacist-provided mental health medication-related support. METHODS A 16-item cross-sectional survey was completed by PCPs in 14 patient-centered medical homes (PCMHs) at 1 academic medical center. Items assessed include PCPs' perceptions of the proportion of patients with a mental health condition, access to psychiatry services, confidence in mental health condition management, clinical pharmacist-provided mental health medication support, and demographics. Checklist, Likert-type-scale agreement statements, and an open-ended question to assess barriers to managing mental health medications were included. Descriptive statistics and qualitative content analysis were used. RESULTS Respondents (n = 85) included attending physicians (67.1%), resident physicians (24.7%), and advanced practice providers (8.2%). The average number of years in practice was 11 (SD 8.6). The majority perceived that 26% to 50% of their patients had a psychiatric illness (57.7%), referred < 10% of their patients (67.1%) to psychiatry services, and disagreed that access to psychiatric services was acceptably timely (87.0%). Participants felt confident diagnosing a patient with depression (97.6%) and starting antidepressants (94.1%) compared with antipsychotics (11.7%) or mood stabilizers (7.1%). Participants agreed that having the clinical pharmacist in clinic to provide support regarding psychiatric medications would increase their comfort level; increase in comfort level by provider type was not different (P = 0.20). Emerging barriers were lack of knowledge or training, low comfort in diagnosing severe psychiatric conditions, and access to psychiatry services. CONCLUSION Outside of the diagnosis and treatment of depression, PCPs indicate a lack of comfort in treating PCMH patients with mental health disorders. Pharmacists can play a key role by providing mental health medication management support to improve access and address PCMH patients' mental health needs.
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Implementation and barriers to uptake of interactive voice response technology aimed to improve blood pressure control at a large academic medical center. J Am Pharm Assoc (2003) 2019; 59:S104-S109.e1. [PMID: 30660451 DOI: 10.1016/j.japh.2018.11.013] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/31/2018] [Revised: 10/23/2018] [Accepted: 11/19/2018] [Indexed: 11/28/2022]
Abstract
OBJECTIVES Blood pressure control among patients with hypertension is a widely recognized quality metric, but many large health systems fail to reach targets set by the Healthcare Effectiveness Data and Information Set. We developed an interactive voice response (IVR) system called the "Mobile You Blood Pressure Program" at a large academic medical center and linked it to the health system's electronic health record (EHR). The goal of the program was to capture home blood pressure readings in the EHR and to alert ambulatory care clinical pharmacists automatically of readings below or above clinical thresholds through direct messaging in the EHR. The goal of this report is to describe implementation of IVR, initial patient participation rates, and pharmacist-identified barriers to patient enrollment. SETTING Ambulatory care clinical pharmacist specialists' practice in 14 clinics in family medicine and internal medicine at Michigan Medicine, an academic health system serving more than 24,000 patients with a diagnosis of hypertension. PRACTICE DESCRIPTION This study describes implementation and initial patient enrollment in IVR linked to the EHR for home blood pressure monitoring. EVALUATION We tracked the number of hypertensive patients enrolled and IVR call completion rates between September 2017 and February 2018. We also assessed pharmacist-identified barriers to patient enrollment during 2 separate 2-week intervals in January and February 2018. RESULTS Between September 1, 2017, and February 28, 2018, a total of 71 patients were enrolled from 14 clinics. Patients were scheduled for 1-3 IVR calls per week focusing on medication adherence and blood pressure control. A total of 936 IVR phone calls were made, with 488 (52%) calls completed. Access to a validated home blood pressure monitor was the largest pharmacist-identified barrier to patient enrollment. CONCLUSIONS The IVR Mobile You Blood Pressure Program represents a new application of digital technology within our health system. Pharmacist-identified barriers to patient participation included access to a validated home blood pressure monitor.
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Linking the patient-centered medical home to community pharmacy via an innovative pharmacist care model. J Am Pharm Assoc (2003) 2018; 59:70-78.e3. [PMID: 30416067 DOI: 10.1016/j.japh.2018.09.009] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/14/2017] [Revised: 09/20/2018] [Accepted: 09/23/2018] [Indexed: 10/27/2022]
Abstract
OBJECTIVES To develop and pilot test a model that extends pharmacists' direct patient care from the patient-centered medical home (PCMH) to the community pharmacy. SETTING Two Michigan Medicine PCMH clinics and 2 CVS Pharmacy sites in Ann Arbor, MI. PRACTICE DESCRIPTION In the PCMH clinics, pharmacists have provided patient care using collaborative practice agreements for diabetes, hypertension, and hyperlipidemia for more than 5 years. PRACTICE INNOVATION Legal agreements were developed for sharing data and for accessing the Michigan Medicine Electronic Medical Record (EMR) in the CVS pharmacies. An immersion training model was used to train 2 community pharmacists to provide direct patient care and change medications to improve disease control. Then these community pharmacists provided disease management and comprehensive medication reviews (CMRs) in either the PCMH clinic or in CVS pharmacies. MAIN OUTCOME MEASURES Glycosylated hemoglobin (A1C ≤ 9% and < 7%) and blood pressure (BP < 140/90) were compared for patients seen by PCMH pharmacists, patients seen by community pharmacists, and a propensity score-generated control group. Surveys were used to assess patient satisfaction. RESULTS Of 503 shared patients, 200 received disease management and 113 received a CMR from the community pharmacists. Lack of efficacy was the most common reason for medication changes in diabetes (n = 136) and hypertension (n = 188). For CMR, optimizing the dosage regimen was the most common intervention. For the community pharmacist group, the odds of patients having an A1C ≤ 9% increased by 8% in each time period, whereas the odds decreased by 16% for the control group (odds ratio 1.29; P = 0.0028). No statistically significant differences were seen in the outcomes for patients seen by PCMH versus community pharmacists. Most patients (90%) rated the care as excellent. CONCLUSION Direct patient care provided by community pharmacists, either in PCMH clinics or CVS pharmacies, was consistent with care provided by PCMH pharmacists. Patients were highly satisfied with the services provided.
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Description of pharmacist-led quality improvement huddles in the patient-centered medical home model. J Am Pharm Assoc (2003) 2018; 58:667-672.e2. [PMID: 30243919 PMCID: PMC10445238 DOI: 10.1016/j.japh.2018.08.007] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/30/2018] [Revised: 08/09/2018] [Accepted: 08/21/2018] [Indexed: 12/16/2022]
Abstract
OBJECTIVES This case study describes the implementation of pharmacist-led quality improvement team huddles in the patient-centered medical home clinic model. The purpose of these huddles is to have an impact on clinic-based quality metrics. SETTING Pharmacists embedded into primary care clinics at 2 separate health centers, within a large academic medical center, were funded by the clinics to lead their quality improvement (QI) team huddles. PRACTICE DESCRIPTION Huddle team members vary depending on the practice sites and can include physicians, pharmacists, advanced practice providers, nurses, administrative managers, social workers, and medical assistants. These huddles are typically held every 1-2 weeks for 15-20 minutes. Small rapid plan-do-check-act cycles allow the process to be quickly assessed and altered if needed. The quality metric that the team focused on changed based on clinic goals. Two case studies showcase successful examples of quality improvement initiatives that had a significant impact on the individual clinic-based metrics. INNOVATION The 2 case studies focus on pharmacist-led quality team huddles for controlled substance and asthma action plan metrics. The clinical pharmacists involved were pivotal to organizing and helping incorporate new processes within their clinics sites. RESULTS The work of the team huddles brought the clinics from a nonreimbursable status to reimbursable for these metrics. DISCUSSION Because pharmacists in the ambulatory care setting focus on chronic care disease management and QI, they are in an excellent position to lead team huddles focused on QI and registry management. By establishing interdisciplinary QI team huddles led by clinical pharmacists, these clinics were able to increase revenue for the clinic in the way of increasing pay-for-performance measures. CONCLUSION Pharmacist-led quality improvement team huddles can have a positive impact on quality metrics, population health, and reimbursement.
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Michigan Pharmacists Transforming Care and Quality: Developing a Statewide Collaborative of Physician Organizations and Pharmacists to Improve Quality of Care and Reduce Costs. J Manag Care Spec Pharm 2018; 24:373-378. [PMID: 29578853 PMCID: PMC10397673 DOI: 10.18553/jmcp.2018.24.4.373] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Inappropriate drug use, increasing complexity of drug regimens, continued pressure to control costs, and focus on shared accountability for clinical measures drive the need to leverage the medication expertise of pharmacists in direct patient care. A statewide strategy based on the collaboration of pharmacists and physicians regarding patient care was developed to improve disease state management and medication-related outcomes. PROGRAM DESCRIPTION Blue Cross Blue Shield of Michigan (BCBSM) partnered with Michigan Medicine to develop and implement a statewide provider-payer program called Michigan Pharmacists Transforming Care and Quality (MPTCQ), which integrates pharmacists within physician practices throughout the state of Michigan. As the MPTCQ Coordinating Center, Michigan Medicine established an infrastructure integrating clinical pharmacists into direct patient care within patient-centered medical home (PCMH) practices and provides direction and guidance for quality and process improvement across physician organizations (POs) and their affiliated physician practices. The primary goal of MPTCQ is to improve patient care and outcomes related to Medicare star ratings and HEDIS measures through integration of clinical pharmacists into direct patient care. The short-term goal is to adopt and modify Michigan Medicine's integrated pharmacist practice model at participating POs, with the long-term goal of developing a sustainable model of pharmacist integration at each PO to improve patient care and outcomes. Initially, pharmacists are delivering disease management (diabetes, hypertension, and hyperlipidemia) and comprehensive medication review services with future plans to expand clinical services. OBSERVATIONS In 2015, 10 POs participated in year 1 of the program. In collaboration with the MPTCQ Coordinating Center, each PO identified 1 "pharmacist transformation champion" (PTC). The PTC implemented the integrated pharmacist model at 2 or 3 practice sites with at least 2 practicing physicians per site. IMPLICATIONS MPTCQ is a unique collaboration between a large academic institution, physician organizations, a payer, and a statewide coordinating center to improve patient care and address medication-related challenges by integrating pharmacists into a PCMH network. Pharmacists can actively provide their medication expertise to physicians and patients and optimize quality measure performance. DISCLOSURES This project was funded by Blue Cross Blue Shield of Michigan. Choe and Spahlinger are employees of Michigan Medicine. Tungol Lin, Kobernik, Cohen, Qureshi, Leyden, and Darland are employees of Blue Cross Blue Shield of Michigan. At the time of manuscript preparation, Share and Wesolowicz were employees of Blue Cross Blue Shield of Michigan. Study concept and design were primarily contributed by Choe, along with the other authors. Choe, Tungol Lin, and Kobernik collected data, and data interpretation was performed by Choe, Tungol Lin, Cohen, and Wesolowicz. The manuscript was written primarily by Choe, along with Tungol Lin and assisted by Kobernik, Cohen, Leyden, and Qureshi. The manuscript was revised by Leyden, Spahlinger, Share, and Darland. Material from this manuscript was previously presented as an education session at the 2016 AMCP Managed Care & Specialty Pharmacy Annual Meeting; April 19-22, 2016; San Francisco, California.
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5-ASA to sulfasalazine drug switch program in patients with ulcerative colitis. THE AMERICAN JOURNAL OF MANAGED CARE 2018; 24:SP303-SP308. [PMID: 30020742] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
OBJECTIVES To switch patients with ulcerative colitis (UC) from costlier 5-aminosalicylic acid compounds to sulfasalazine and assess (1) the cost savings, (2) the barriers to switching, and (3) adverse events (AEs) and adherence at 3 months after the drug switch. STUDY DESIGN An open-label, pharmacist-administered drug switch program coordinated at an academic inflammatory bowel disease center. METHODS A clinical pharmacist contacted patients with UC who were prescreened by physicians and covered by specific insurers to enroll them in the drug switch program. Enrolled patients were followed for 3 months to assess AEs and medication adherence. Reasons for declining to participate were recorded. RESULTS A total of 205 eligible patients were identified; only 14 enrolled, and 10 remained on sulfasalazine for the entire 3-month follow-up period. The enrollment rate was only 4.9%, yet a net cost savings of $22,828/3-month to the insurer was achieved (including program administration costs but excluding AE costs), with co-pays reduced by approximately $25 per month per patient. The rate of AEs on sulfasalazine (28.6%) was similar to that found in previous reports. Significant unanticipated barriers to switching were encountered, namely patient desire to not alter an existing effective drug regimen. CONCLUSIONS A pharmacist-administered drug switch program in patients with UC was significantly more difficult than anticipated, with questionable achievement of cost savings. This experience suggests that future drug switches and studies should focus on patient preferences for drug switching, as this may have implications for switching from brand name to biosimilar drugs.
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A Pilot Evaluating Clinical Pharmacy Services in an Ambulatory Psychiatry Setting. PSYCHOPHARMACOLOGY BULLETIN 2018; 48:18-28. [PMID: 29713097 PMCID: PMC5875359] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
OBJECTIVES A pilot of clinical services provided by psychiatric clinical pharmacists in an outpatient clinic are described and evaluated. The primary objective was to evaluate the difference in change of Patient Health Questionnaire (PHQ)-9 and/or Generalized Anxiety Disorder (GAD) Questionnaire scores between the two groups. Secondary objectives were to assess time patients spent in clinic, time to target psychotropic medication dose, and patient self-reported medication adherence. EXPERIMENTAL DESIGN Data were collected from January 2014 to November 2015 for patients with depression and/or anxiety who had an appointment within an outpatient psychiatric clinic with either a provider (control) or both a provider and clinical pharmacist (case). PRINCIPLE OBSERVATIONS A total of 217 patients were included in the study; 117 patients served as controls and 100 patients received clinical pharmacist intervention. No statistical difference was detected in the primary outcome. However, patients in the case group had higher baseline PHQ-9/GAD scores, and the frequency of measured values was lower than anticipated, limiting power to detect a difference. All secondary outcomes achieved statistical significance. Both time in clinic and time to reach a stabilized psychotropic medication regimen were shorter in the control group. Patient self-reported adherence favored a higher adherence rate in the intervention group. CONCLUSION While this study found no significant difference in the change in PHQ-9/GAD scores between groups, it demonstrated the need for enhanced utilization of measurement-based outcomes in the psychiatric setting. Pharmacists provide a range of services to patients and providers and can serve as key partners to enhance measurement-based care.
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Utilizing Consumer Health Informatics to Support Management of Hypertension by Clinical Pharmacists in Primary Care: Study Protocol. JMIR Res Protoc 2017; 6:e193. [PMID: 29017994 PMCID: PMC5654738 DOI: 10.2196/resprot.8059] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/17/2017] [Revised: 07/20/2017] [Accepted: 08/09/2017] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Hypertension (HTN) is a major public health concern in the United States given its wide prevalence, high cost, and poor rates of control. Multiple strategies to counter this growing epidemic have been studied, and home blood pressure (BP) monitoring, mobile health (mHealth) interventions, and referrals to clinical pharmacists for BP management have all shown potential to be effective intervention strategies. OBJECTIVE The purpose of this study is to establish feasibility and acceptability of BPTrack, a clinical pharmacist-led mHealth intervention that aims to improve BP control by supporting home BP monitoring and medication adherence among patients with uncontrolled HTN. BPTrack is an intervention that makes home-monitored BP data available to clinical pharmacists for use in HTN management. Secondarily, this study seeks to understand barriers to adoption of this intervention, as well as points of improvement among key stakeholders, so that larger scale dissemination of the intervention may be achieved and more rigorous research can be conducted. METHODS This study is recruiting up to 25 individuals who have poorly controlled HTN from a Family Medicine clinic affiliated with a large Midwestern academic medical center. Patient participants complete a baseline visit, including installation and instructions on how to use BPTrack. Patient participants are then asked to follow the BP monitoring protocol for a period of 12 weeks, and subsequently complete a follow-up visit at the conclusion of the study period. RESULTS The recruitment period for the pilot study began in November 2016, and data collection is expected to conclude in late-2017. CONCLUSIONS This pilot study seeks to document the feasibility and acceptability of a clinical pharmacist-led mHealth approach to managing HTN within a primary care setting. Through our 12-week pilot study, we expect to lend support for this approach, and lay the foundation for translating this approach into wider-scale implementation. This mHealth intervention seeks to leverage the multidisciplinary care team already in place within primary care, and to improve health outcomes for patients with uncontrolled HTN. TRIAL REGISTRATION Clinicaltrials.gov NCT02898584; https://clinicaltrials.gov/ct2/show/NCT02898584 (Archived by WebCite® at http://www.webcitation.org/6u3wTGbe6).
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Pharmacists supporting population health in patient-centered medical homes. Am J Health Syst Pharm 2017; 74:1461-1466. [DOI: 10.2146/ajhp161052] [Citation(s) in RCA: 10] [Impact Index Per Article: 1.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/23/2022] Open
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Discrepancies Identified Through a Telephone-Based, Student-Led Initiative for Medication Reconciliation in Ambulatory Psychiatry. J Pharm Pract 2017. [PMID: 28629301 DOI: 10.1177/0897190017715391] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
PURPOSE To identify the number of medication discrepancies following establishment of a telephone-based, introductory pharmacy practice experience student-driven, medication reconciliation service for new patients in an ambulatory psychiatry clinic. Secondarily, to identify factors impacting medication discrepancies to better target medication profiles to reconcile and to evaluate whether the implementation of a call schedule effected clinic no-show rates. METHODS This was a retrospective analysis of a telephone-based medication reconciliation service from June 2014 to January 2016. RESULTS At least 1 medication discrepancy was identified among 84.7% of medication profiles (N = 438), with a total of 1416 medication discrepancies reconciled (3.2 discrepancies per patient). Of the 1416 discrepancies, 38.6% were deletions, 38.9% were additions, and 22.5% were changes in dosage strength or frequency. Discrepancies pertaining to prescription medications totaled 57.8%. Student pharmacists were critical team members in the service. Patient's age, number of medications on the patient's list, and number of days since the last medication reconciliation were not clinically significant determinants for targeting medication profiles. There was a statistically significant reduction in the clinic no-show rates following implementation of a call schedule compared with no-show rates prior to call schedule implementation. CONCLUSION This student pharmacist-led telephone medication reconciliation service demonstrated the importance of medication reconciliation in ambulatory psychiatry by identifying numerous discrepancies within this population. Further, we demonstrated pharmacy students across various levels of education can assist in this process under the supervision of a pharmacist.
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Unintended Consequences of Adjusting Citalopram Prescriptions Following the 2011 FDA Warning. Am J Geriatr Psychiatry 2017; 25:407-414. [PMID: 28012712 DOI: 10.1016/j.jagp.2016.11.010] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 05/10/2016] [Revised: 09/29/2016] [Accepted: 11/16/2016] [Indexed: 11/19/2022]
Abstract
OBJECTIVES In 2011, the U.S. Food and Drug Administration (FDA) issued a safety announcement cautioning providers against prescribing citalopram above 40 mg per day given concerns for QT prolongation. We assessed the impact of a health system quality improvement initiative to identify patients taking higher than the recommended dose of citalopram. DESIGN Retrospective cohort study. SETTING Nine primary care clinics within the University of Michigan from March 2012 to February 2013. PARTICIPANTS Adult patients taking a higher-than-recommended dose of citalopram following the FDA warning in 2011 (N = 199). MEASUREMENTS Frequency of EKG monitoring, clinical factors associated with patients whose citalopram dose or use was adjusted, and potential impact of these changes on overall health care utilization was assessed. RESULTS In patients prescribed higher-than-recommended doses of citalopram and who received a note from a pharmacist regarding the FDA warnings, only 8.5% received electrocardiogram (EKG) monitoring. Patients who were converted to an alternative antidepressant from citalopram were more likely to receive subsequent new prescriptions for benzodiazepines and sedative hypnotics (χ2 = 7.9, p = 0.048). Patients who had any adjustments to their antidepressant medication had greater overall health care utilization (OR: 25.0; 95% CI: 5.7-109.6; p < 0.001) than patients remaining on the same dose of citalopram. CONCLUSIONS Despite a targeted quality intervention to address the FDA warning regarding citalopram, the warning was associated with low levels of EKG monitoring, increased anxiolytic and sedative medication use, and higher healthcare utilization. This finding may represent destabilization of patients on previously therapeutic doses of their antidepressant and an unintended consequence of the FDA warning.
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Effectively implementing FDA medication alerts utilizing patient centered medical home clinical pharmacists. Healthcare (Basel) 2016; 4:69-73. [DOI: 10.1016/j.hjdsi.2015.07.001] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/16/2015] [Revised: 06/15/2015] [Accepted: 07/02/2015] [Indexed: 11/16/2022] Open
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Predictors of start of different antidepressants in patient charts among patients with depression. J Manag Care Spec Pharm 2015; 21:424-30. [PMID: 25943003 PMCID: PMC4926260 DOI: 10.18553/jmcp.2015.21.5.424] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND In usual psychiatric care, antidepressant treatments are selected based on physician and patient preferences rather than being randomly allocated, resulting in spurious associations between these treatments and outcome studies. OBJECTIVE To identify factors recorded in electronic medical chart progress notes predictive of antidepressant selection among patients who had received a depression diagnosis. METHODS This retrospective study sample consisted of 556 randomly selected Veterans Health Administration patients diagnosed with depression from April 1, 1999, to September 30, 2004, stratified by the antidepressant agent, geographic region, gender, and year of depression cohort entry. Predictors were obtained from administrative data, and additional variables were abstracted from electronic medical chart notes in the year prior to the start of the antidepressant in 5 categories: clinical symptoms and diagnoses, substance use, life stressors, behavioral/ideation measures (e.g., suicide attempts), and treatments received. Multinomial logistic regression analysis was used to assess the predictors associated with different antidepressant prescribing, and adjusted relative risk ratios (RRR) were reported. RESULTS Of the administrative data-based variables, gender, age, illicit drug abuse or dependence, and number of psychiatric medications in the prior year were significantly associated with antidepressant selection. After adjusting for administrative data-based variables, sleep problems (relative risk ratio [RRR] = 2.47) or marital issues (RRR = 2.64) identified in the charts were significantly associated with prescribing mirtazapine rather than sertraline; however, no other chart-based variables showed a significant association or an association with a large magnitude. CONCLUSIONS Some chart data-based variables were predictive of antidepressant selection, but we neither found many nor found them highly predictive of antidepressant selection in patients treated for depression.
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The role of the pharmacist in patient-centered medical home practices: current perspectives. INTEGRATED PHARMACY RESEARCH AND PRACTICE 2014. [DOI: 10.2147/iprp.s62670] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.9] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Employer-based patient-centered medication therapy management program: evidence and recommendations for future programs. J Am Pharm Assoc (2003) 2013; 52:768-76. [PMID: 23229963 DOI: 10.1331/japha.2012.11186] [Citation(s) in RCA: 21] [Impact Index Per Article: 1.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022]
Abstract
OBJECTIVE To evaluate a patient-centered employer-based medication therapy management (MTM) program. DESIGN Randomized controlled study. SETTING Health promotion program at the University of Michigan from June 2009 to December 2011. PARTICIPANTS Employees, retirees, and their dependents taking seven or more prescription medications. INTERVENTION Focus on Medicines (FOM) was a two-visit, patient-centered service with a 4-month follow-up. A comprehensive medication review occurred during the first visit. Pharmacists provided recommendations and a medication action plan at the second visit. The MAP incorporated patient preferences for problem resolution. MAIN OUTCOME MEASURES Patient uptake, medication cost, medication adherence, patient satisfaction with treatment, patient reasons for participation, patient satisfaction with the FOM program, drug-related problems, pharmacist recommendations, implementation of recommendations. RESULTS The FOM program attracted 128 individuals wanting information about their medications and an individualized drug regimen assessment to ensure that their therapy was safe and effective and that all medications were necessary. On average, 3.3 medication therapy problems were identified per patient; most were safety related. Overall, 63% of pharmacist recommendations were implemented. When a prescriber was contacted, 83% of pharmacist recommendations were implemented. A reduction in drug cost for patients and the employer was shown. Patients reported improved convenience in taking medications and rated the program favorably. CONCLUSION A personalized dialogue about medication use appears to meet a need among individuals taking large numbers of medications. Understanding why patients participate in MTM programs and what program features patients appreciate is useful in designing quality MTM programs.
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Patient-centered medical home: Developing, expanding, and sustaining a role for pharmacists. Am J Health Syst Pharm 2012; 69:1063-71. [DOI: 10.2146/ajhp110470] [Citation(s) in RCA: 44] [Impact Index Per Article: 3.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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New diabetes HEDIS blood pressure quality measure: potential for overtreatment. THE AMERICAN JOURNAL OF MANAGED CARE 2010; 16:19-24. [PMID: 20148601] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Subscribe] [Scholar Register] [Indexed: 05/28/2023]
Abstract
OBJECTIVE To examine reasons for failing to meet the new Healthcare Effectiveness Data and Information Set (HEDIS) blood pressure (BP) measure for diabetes patients (BP <130/80 mm Hg), which may not accurately identify poor-quality care and could promote overtreatment through its performance incentives. STUDY DESIGN Retrospective chart review. METHODS We formed 2 cohorts of diabetes patients in 9 general medicine clinics in an academic healthcare system. Cohort A (n = 124) failed the new HEDIS measure but passed the old measure (systolic blood pressure [SBP] 130-139 and diastolic blood pressure [DBP] <90 mm Hg; or SBP <140 and DBP 80-89 mm Hg). Cohort B (n = 125) failed the old measure (SBP > or = 140 and/ or DBP > or = 90). We reviewed medical records to ascertain clinician response to elevated BP. RESULTS Physicians documented treatment changes in only 4% and 28% of cohort A and B patients, respectively. Refractory systolic hypertension was common in those aged > or = 65 years; 60% of those in cohort B and 58% in cohort A took 3 or more antihypertensive medications and/or had a diastolic BP below 70 mm Hg. CONCLUSIONS We identified a substantial cohort of elderly diabetes patients with DBP <70 mm Hg who were on 3 medications at adequate doses, but who did not meet the current performance measurement criteria (140/90 or 130/80 mm Hg). We suggest that such patients be excluded from performance measures, or if included, be noted for special attention by clinicians to balance intensification with risk.
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Pharmacist leads primary care team to improve diabetes care. Am J Health Syst Pharm 2009; 66:622-4. [DOI: 10.2146/ajhp080139] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
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Managed care perspective on three new agents for type 2 diabetes. JOURNAL OF MANAGED CARE PHARMACY : JMCP 2008; 14:363-80. [PMID: 18500914 PMCID: PMC10438140 DOI: 10.18553/jmcp.2008.14.4.363] [Citation(s) in RCA: 29] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/05/2022]
Abstract
BACKGROUND Despite effective monotherapy for diabetes, approximately 50% of patients require additional medications after 3 years to achieve target glycosylated hemoglobin (A1C) < 7%. Three new agents, each the first in its therapeutic class with a unique mechanism of action, have been approved for the treatment of type 2 diabetes by the U.S. Food and Drug Administration: pramlintide in March 2005, exenatide in April 2005, and sitagliptin in October 2006. OBJECTIVE To review the efficacy and safety of 3 new agents for type 2 diabetes (exenatide and pramlintide by subcutaneous injection and sitagliptin by oral administration) and to define their place in therapy given their relatively high cost and unknown long-term safety and efficacy. METHODS A MEDLINE search (1950 to June 2007) for English-language articles of studies in human subjects was conducted using these search terms: type 2 diabetes, exenatide, pramlintide, and sitagliptin. This database was supplemented by systematic reviews and meta-analyses through December 2007 and reference citations from the articles identified in the MEDLINE search. RESULTS Exenatide, pramlintide, and sitagliptin have all been shown to have a modest effect on reducing A1C. In several relatively short-term trials (generally 15-30 weeks in duration), exenatide injection has been shown to be safe and effective for patients with type 2 diabetes who are either at the maximum doses of or cannot tolerate metformin, sulfonylurea, and/or thiazolidinedione therapy and need to further decrease A1C by at least 0.5% to 1%. While weight loss of 1.5 kg to 2.5 kg associated with exenatide is modest, this effect is of obvious value in many patients with type 2 diabetes. Nausea is the most notable side effect with exenatide, occurring in up to 50% of patients within the first 8 weeks of therapy but decreasing to 5% to 10% by week 24. In addition, the risk for hypoglycemia increases 4- to 5-fold when used in combination with sulfonylureas. Like exenatide, pramlintide injection reduces A1C by approximately 0.5% to 1%, carries the advantage of modest weight loss (1.5 kg over 1 year), and has a high incidence of nausea. Pramlintide can also result in severe hypoglycemia because of its ability to enhance the effects of insulin, a concern given that it is only indicated for use in combination with insulin. Sitagliptin is an oral agent that can be used alone or in combination with other oral hypoglycemic agents and has been shown to reduce A1C by 0.5% to 0.7%. It has only been studied in short-term studies, to date, so the long-term safety and efficacy are unknown. There is potential for severe allergic and dermatologic reactions with sitagliptin. CONCLUSIONS The 3 new agents for the management of type 2 diabetes have been shown to reduce A1C by no more than 1.0%, modest by comparison with insulin and the older oral agents. The 3 newer agents have either modest positive effects on body weight or are weight neutral. The longterm safety and efficacy of the 3 newer agents are unknown, and their cost is considerably higher than the first-line agents, metformin and sufonylureas, which are available by generic name. The newer agents offer treatment options in select patients, although their use should be reserved for patients who are not adequately managed by agents with known longterm efficacy and safety, which are often available at a lower cost.
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Impact of patient financial incentives on participation and outcomes in a statin pill-splitting program. THE AMERICAN JOURNAL OF MANAGED CARE 2007; 13:298-304. [PMID: 17567227] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/15/2023]
Abstract
OBJECTIVES To examine willingness to participate in a pill-splitting program and the impact of pill splitting on patients' adherence and lipid control. STUDY DESIGN Nested randomized trial. METHODS A total of 200 patients who used statins and were candidates for a pill-splitting regimen were identified from a large university-based health plan. Sixty-three percent of study participants were female, 41% were nonwhite, and 94% had at least some college education. Patients were surveyed regarding their willingness to split pills, and 111 consented to participate in a 6-month trial in which half were randomized to receive a financial incentive to split pills: a 50% reduction in their per-refill copayment. Data on patients' statin refills and lipid control were obtained from billing and medical records. RESULTS Compared with patients unwilling to participate in the program, those agreeing to split pills were more likely to be female and white. After 6 months, most patients in the trial (89%) were willing to continue pill splitting for a 50% copayment reduction. Patients reported few problems with pill splitting and had no noticeable change in their adherence. The financial-incentive group and the control group did not differ significantly with respect to their low-density lipoprotein cholesterol levels after pill splitting: -2.0 mg/dL and -1.2 mg/dL, respectively. CONCLUSIONS Most patients indicated that at least a 50% copayment reduction would be required to enroll in a pill-splitting program after the study ended. However, in this relatively educated population, financial incentives did not influence patients' adherence, satisfaction, or health outcomes.
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Abstract
PURPOSE A study was conducted to characterize the prevalence of hypertension in patients with diabetes mellitus and the percentage of patients with diabetes and hypertension who achieved a targeted blood pressure goal (<135/80 mm Hg). METHODS A retrospective, cross-sectional study was conducted in an ambulatory care clinic. Eligible patients were those individuals being managed for type 2 diabetes mellitus at least once each year for two consecutive years. Blood pressure measurements that were recorded in the medical chart or written diagnoses of hypertension were used to determine the presence of comorbid hypertension. Data were collected from the chart and electronic record using a standardized form. Clinic visits over the previous 12 months were reviewed to evaluate hypertension criteria. A blood pressure of > or = 135/80 mm Hg was used to define hypertension. RESULTS A final sample of 362 patients with type 2 diabetes mellitus was included in the study. Of these, 79% had concomitant diabetes and hypertension. Blood pressure was controlled in 175 of 270 (65%) patients. Patients who met the blood pressure goal tended to be older and weigh less than those who did not. The adjusted odds of achieving the blood pressure goal were 1.9 times higher in those patients who also achieved their low-density-lipoprotein cholesterol goal. Most patients were on at least one antihypertensive agent; approximately 39% of the 89 patients treated with monotherapy were above the blood pressure goal. Combination therapy was used in 164 patients; approximately 32% of patients treated with combination therapy were above the blood pressure goal. CONCLUSION Among ambulatory care patients with diabetes, 79% also had hypertension. Hypertension was controlled in 65% of patients with that disorder.
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Proactive case management of high-risk patients with type 2 diabetes mellitus by a clinical pharmacist: a randomized controlled trial. THE AMERICAN JOURNAL OF MANAGED CARE 2005; 11:253-60. [PMID: 15839185] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Subscribe] [Scholar Register] [Indexed: 05/02/2023]
Abstract
OBJECTIVE To evaluate the effect of case management by a clinical pharmacist on glycemic control and preventive measures in patients with type 2 diabetes mellitus. STUDY DESIGN Randomized controlled trial in a university-affiliated primary care internal medicine clinic. METHODS We recruited 80 patients with poorly controlled type 2 diabetes mellitus. A clinical pharmacist provided evaluation and modification of pharmacotherapy, self-management diabetes education, and reinforcement of diabetes complications screening processes through clinic visits and telephone follow-up. The main clinical outcome was hemoglobin A1C (HbA1C) level; process measures included HbA1C and low-density lipoprotein measurement, retinal examination, urine microalbumin testing (or use of angiotensin-converting enzyme inhibitors), and monofilament screening for diabetic neuropathy. RESULTS Patients in the intervention and control groups were similar in age, sex, mean HbA1C levels (10.1% and 10.2%, respectively; P = .65), and current treatment regimens at baseline. Patients who received case management by the clinical pharmacist achieved greater reduction in HbA1C levels than those in the control group (2.1% vs 0.9%, P = .03). Three of the 5 process measures were conducted more frequently in the intervention group than the control group, including low-density lipoprotein measurement (100.0% vs 85.7%, P = .02), retinal examination (97.3% vs 74.3%), and monofilament foot screening (92.3% vs 62.9%). CONCLUSIONS Proactive diabetes case management by a pharmacist substantially improved glycemic control and diabetes process-of-care measures. This approach, integrated with and based in the primary care setting, was an effective and efficient approach to improving care, especially for those with poor glycemic control at baseline.
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Implementation of the first pharmacist-managed ambulatory care anticoagulation clinic in South Korea. Am J Health Syst Pharm 2002; 59:872-4. [PMID: 12004470 DOI: 10.1093/ajhp/59.9.872] [Citation(s) in RCA: 9] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/15/2022] Open
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Accuracy of the avosure PT pro system compared with a hospital laboratory standard. Ann Pharmacother 2002; 36:380-5. [PMID: 11895047 DOI: 10.1345/aph.1a253] [Citation(s) in RCA: 5] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/27/2022] Open
Abstract
OBJECTIVE To compare international normalized ratio (INR) values obtained using the AvoSure PT Pro point-of-care (POC) system with those obtained using a standard laboratory method. METHODS Forty-one INR values obtained from the POC system were compared with those obtained from a standard laboratory method. The POC method was evaluated for both laboratory and clinical agreement. To evaluate laboratory agreement, various analyses were used, including mean-squared prediction error (MSE) and mean prediction error (ME), Bland-Altman analysis, correlation, and paired t-test comparing group INR means. For clinical accuracy, discrepant pairs were identified and evaluated to determine whether dosage adjustments would have been needed based on values obtained. RESULTS The POC system demonstrated modest precision (MSE = 0.147, 95% CI 0.065 to 0.228) and relatively little bias (ME = 0.090, 95% CI -0.025 to 0.205). Bland-Altman analysis also suggested good agreement at average INRs from 2.0 to 3.0. At average INR values >3.0, the POC system consistently overestimated INR. Values obtained with the POC system were significantly correlated with those obtained from the hospital laboratory (r = 0.77; p < 0.001). Similarly, mean +/- SD POC INR did not differ significantly from the laboratory-determined INR (2.45+/-0.59 vs. 2.37+/-0.48, respectively; p = 0.176). Regarding clinical accuracy, the values clinically agreed in 85.4% of the cases. CONCLUSIONS The AvoSure PT Pro POC system appears to be useful for INR values within the 2.0-3.0 range, but values outside of this range should probably be confirmed with a standard laboratory method.
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