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1.
Clin Diabetes ; 38(3): 295-299, 2020 Jul.
Article in English | MEDLINE | ID: mdl-32699480

ABSTRACT

Quality Improvement Success Stories are published by the American Diabetes Association in collaboration with the American College of Physicians and the National Diabetes Education Program. This series is intended to highlight best practices and strategies from programs and clinics that have successfully improved the quality of care for people with diabetes or related conditions. Each article in the series is reviewed and follows a standard format developed by the editors of Clinical Diabetes. The following article describes the design and implementation of a pharmacist-led program to improve rates of statin use among appropriate patients in high-risk populations.

2.
Hosp Pharm ; 53(3): 170-176, 2018 Jun.
Article in English | MEDLINE | ID: mdl-30147137

ABSTRACT

Background: The use of epidural anesthesia has been shown to improve outcomes in the postoperative setting. To minimize risk of complications, avoiding certain medications with epidural anesthesia is advised. Objective: This study sought to determine the role of a computerized clinical decision support module implemented into the computerized physician order entry (CPOE) system on the incidence of administration of medications known to increase complications with epidural anesthesia. Methods: This study was a retrospective cohort chart review in adult patients receiving epidural anesthesia for at least 1 day. Patients were identified retrospectively and divided into 2 cohorts, those receiving an epidural 3 months prior to initiation of the module and those receiving an epidural 3 months following implementation. The primary end point was incidence of inappropriate medication administration before and after implementation. Complications of therapy were collected as secondary end points. Results: There was a reduction in the incidence of inappropriate medication administration in the postimplementation group versus the preimplementation group (6.3% vs 12.8%) although statistical significance was not achieved. In addition, the incidence of enoxaparin administration was significantly lower postimplementation than the preimplementation (0% vs 3.9%). There were no significant differences in other complications of therapy. Conclusions: This study demonstrated that application of decision support for this high-risk procedural population was able to eliminate the incidence of the most common inappropriate medication for epidural analgesia, enoxaparin. A reduction in incidence of other inappropriate medications was also observed; however, statistical significance was not reached. The use of computerized clinical decision support can be a powerful tool in reducing or ameliorating medication errors, and further study will be required to determine the most appropriate and effective implementation strategies.

3.
Appl Clin Inform ; 7(4): 1168-1181, 2016 12 14.
Article in English | MEDLINE | ID: mdl-27966005

ABSTRACT

INTRODUCTION: Spending on pharmaceuticals in the US reached $373.9 billion in 2014. Therapeutic interchange offers potential medication cost savings by replacing a prescribed drug for an equally efficacious therapeutic alternative. METHODS: Hard-stop therapeutic interchange recommendation alerts were developed for four medication classes (HMG-CoA reductase inhibitors, serotonin receptor agonists, intranasal steroid sprays, and proton-pump inhibitors) in an electronic prescription-writing tool for outpatient prescriptions. Using prescription data from January 2012 to June 2015, the Compliance Ratio (CR) was calculated by dividing the number of prescriptions with recommended therapeutic interchange medications by the number of prescriptions with non-recommended medications to measure effectiveness. To explore potential cost savings, prescription data and medication costs were analyzed for the 45,000 Vanderbilt Employee Health Plan members. RESULTS: For all medication classes, significant improvements were demonstrated - the CR improved (proton-pump inhibitors 2.8 to 5.32, nasal steroids 2.44 to 8.16, statins 2.06 to 5.51, and serotonin receptor agonists 0.8 to 1.52). Quarterly savings through the four therapeutic interchange interventions combined exceeded $200,000 with an estimated annual savings for the health plan of $800,000, or more than $17 per member. CONCLUSION: A therapeutic interchange clinical decision support tool at the point of prescribing resulted in increased compliance with recommendations for outpatient prescriptions while producing substantial cost savings to the Vanderbilt Employee Health Plan - $17.77 per member per year. Therapeutic interchange rules require rational targeting, appropriate governance, and vigilant content updates.


Subject(s)
Costs and Cost Analysis , Drug Substitution/economics , Electronic Prescribing/economics , Electronic Health Records
4.
J Gen Intern Med ; 31(5): 470-7, 2016 May.
Article in English | MEDLINE | ID: mdl-26883526

ABSTRACT

BACKGROUND: Reduction in 30-day readmission rates following hospitalization for acute coronary syndrome (ACS) and acute decompensated heart failure (ADHF) is a national goal. OBJECTIVE: The aim of this study was to determine the effect of a tailored, pharmacist-delivered, health literacy intervention on unplanned health care utilization, including hospital readmission or emergency room (ER) visit, following discharge. DESIGN: Randomized, controlled trial with concealed allocation and blinded outcome assessors SETTING: Two tertiary care academic medical centers PARTICIPANTS: Adults hospitalized with a diagnosis of ACS and/or ADHF. INTERVENTION: Pharmacist-assisted medication reconciliation, inpatient pharmacist counseling, low-literacy adherence aids, and individualized telephone follow-up after discharge MAIN MEASURES: The primary outcome was time to first unplanned health care event, defined as hospital readmission or an ER visit within 30 days of discharge. Pre-specified analyses were conducted to evaluate the effects of the intervention by academic site, health literacy status (inadequate versus adequate), and cognition (impaired versus not impaired). Adjusted hazard ratios (aHR) and 95% confidence intervals (CI) are reported. KEY RESULTS: A total of 851 participants enrolled in the study at Vanderbilt University Hospital (VUH) and Brigham and Women's Hospital (BWH). The primary analysis showed no statistically significant effect on time to first unplanned hospital readmission or ER visit among patients who received interventions compared to controls (aHR = 1.04, 95% CI 0.78-1.39). There was an interaction of treatment effect by site (p = 0.04 for interaction); VUH aHR = 0.77, 95% CI 0.51-1.15; BWH aHR = 1.44 (95% CI 0.95-2.12). The intervention reduced early unplanned health care utilization among patients with inadequate health literacy (aHR 0.41, 95% CI 0.17-1.00). There was no difference in treatment effect by patient cognition. CONCLUSION: A tailored, pharmacist-delivered health literacy-sensitive intervention did not reduce post-discharge unplanned health care utilization overall. The intervention was effective among patients with inadequate health literacy, suggesting that targeted practice of pharmacist intervention in this population may be advantageous.


Subject(s)
Acute Coronary Syndrome/therapy , Heart Failure/therapy , Patient Acceptance of Health Care/statistics & numerical data , Patient Education as Topic/organization & administration , Pharmaceutical Services/organization & administration , Acute Coronary Syndrome/psychology , Adult , Aged , Counseling/organization & administration , Female , Health Literacy , Heart Failure/psychology , Humans , Male , Medication Reconciliation/organization & administration , Middle Aged , Outcome Assessment, Health Care/methods , Patient Discharge , Patient Readmission/statistics & numerical data , Single-Blind Method , Socioeconomic Factors , United States
5.
Home Healthc Now ; 33(9): 493-9, 2015 Oct.
Article in English | MEDLINE | ID: mdl-26418109

ABSTRACT

Medication discrepancies can place patients at increased risk for adverse drug events. We sought to determine the frequency, type, and reason for medication discrepancies in patients receiving home healthcare following hospital discharge. We conducted a retrospective, observational study of adults discharged from an academic medical center who received home healthcare following hospital discharge from one affiliated home healthcare agency. Medication discrepancies were identified by comparing the hospital discharge medication list to what the patient was taking at the first home healthcare visit. Almost all patients (66/70, 94%) had at least one medication discrepancy. The median number of discrepancies per patient was 5. Nearly half of the discrepancies were omissions (46%), in which the patient was not taking a medication on the discharge medication list. Increased age was significantly associated with fewer medication discrepancies overall (IRR = 0.99, p < 0.05). Higher health literacy was associated with more omissions (IRR = 1.85, p < 0.05).


Subject(s)
Drug Prescriptions/statistics & numerical data , Home Care Services/organization & administration , Medication Errors/prevention & control , Medication Reconciliation/statistics & numerical data , Adult , Aged , Female , Humans , Male , Middle Aged , Patient Discharge/statistics & numerical data , Patient Outcome Assessment , Retrospective Studies , Risk Factors , Self Administration/statistics & numerical data
6.
Cleve Clin J Med ; 82(6): 351-60, 2015 Jun.
Article in English | MEDLINE | ID: mdl-26086494

ABSTRACT

Medication errors are common during transitions of care such as hospital admission and discharge. Problems range from minor discrepancies to actual patient harm. A systematic routine for medication reconciliation can minimize errors, thereby preventing adverse drug events and improving patient safety.


Subject(s)
Medication Errors/prevention & control , Medication Reconciliation/methods , Patient Discharge/standards , Transitional Care/organization & administration , Humans , Patient Safety/standards
7.
J Am Geriatr Soc ; 61(7): 1128-34, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23855843

ABSTRACT

OBJECTIVES: To determine types of potentially (PIMs) and actually inappropriate medications (AIMs), which PIMs are most likely to be considered AIMs, and risk factors for PIMs and AIMs at hospital discharge in elderly intensive care unit (ICU) survivors. DESIGN: Prospective cohort study. SETTING: Tertiary care, academic medical center. PARTICIPANTS: One hundred twenty individuals aged 60 and older who survived an ICU hospitalization. MEASUREMENTS: Potentially inappropriate medications were defined according to published criteria; a multidisciplinary panel adjudicated AIMs. Medications from before admission, ward admission, ICU admission, ICU discharge, and hospital discharge were abstracted. Poisson regression was used to examine independent risk factors for hospital discharge PIMs and AIMs. RESULTS: Of 250 PIMs prescribed at discharge, the most common were opioids (28%), anticholinergics (24%), antidepressants (12%), and drugs causing orthostasis (8%). The three most common AIMs were anticholinergics (37%), nonbenzodiazepine hypnotics (14%), and opioids (12%). Overall, 36% of discharge PIMs were classified as AIMs, but the percentage varied according to drug type. Whereas only 16% of opioids, 23% of antidepressants, and 10% of drugs causing orthostasis were classified as AIMs, 55% of anticholinergics, 71% of atypical antipyschotics, 67% of nonbenzodiazepine hypnotics and benzodiazepines, and 100% of muscle relaxants were deemed AIMs. The majority of PIMs and AIMs were first prescribed in the ICU. Preadmission PIMs, discharge to somewhere other than home, and discharge from a surgical service predicted number of discharge PIMs, but none of the factors predicted AIMs at discharge. CONCLUSION: Certain types of PIMs, which are commonly initiated in the ICU, are more frequently considered inappropriate upon clinical review. Efforts to reduce AIMs in elderly ICU survivors should target these specific classes of medications.


Subject(s)
Inappropriate Prescribing , Intensive Care Units , Patient Discharge , Survivors , APACHE , Aged , Comorbidity , Female , Humans , Male , Medication Errors/statistics & numerical data , Middle Aged , Poisson Distribution , Polypharmacy , Prospective Studies , Risk Factors , Severity of Illness Index
8.
Clin J Am Soc Nephrol ; 8(7): 1070-8, 2013 Jul.
Article in English | MEDLINE | ID: mdl-23539228

ABSTRACT

BACKGROUND AND OBJECTIVES: The impact of AKI on adverse drug events and therapeutic failures and the medication errors leading to these events have not been well described. DESIGN, SETTING, PARTICIPANTS, & MEASUREMENTS: A single-center observational study of 396 hospitalized patients with a minimum 0.5 mg/dl change in serum creatinine who were prescribed a nephrotoxic or renally eliminated medication was conducted. The population was stratified into two groups by the direction of their initial serum creatinine change: AKI and AKI recovery. Adverse drug events, potential adverse drug events, therapeutic failures, and potential therapeutic failures for 148 drugs and 46 outcomes were retrospectively measured. Events were classified for preventability and severity by expert adjudication. Multivariable analysis identified medication classes predisposing AKI patients to adverse drug events. RESULTS: Forty-three percent of patients experienced a potential adverse drug event, adverse drug event, therapeutic failure, or potential therapeutic failure; 66% of study events were preventable. Failure to adjust for kidney function (63%) and use of nephrotoxic medications during AKI (28%) were the most common potential adverse drug events. Worsening AKI and hypotension were the most common preventable adverse drug events. Most adverse drug events were considered serious (63%) or life-threatening (31%), with one fatal adverse drug event. Among AKI patients, administration of angiotensin-converting enzyme inhibitors/angiotensin receptor blockers, antibiotics, and antithrombotics was most strongly associated with the development of an adverse drug event or potential adverse drug event. CONCLUSIONS: Adverse drug events and potential therapeutic failures are common and frequently severe in patients with AKI exposed to nephrotoxic or renally eliminated medications.


Subject(s)
Acute Kidney Injury/complications , Drug-Related Side Effects and Adverse Reactions/etiology , Kidney/physiopathology , Medication Errors , Acute Kidney Injury/blood , Acute Kidney Injury/diagnosis , Acute Kidney Injury/mortality , Acute Kidney Injury/physiopathology , Acute Kidney Injury/therapy , Adult , Aged , Biomarkers/blood , Creatinine/blood , Drug Dosage Calculations , Drug-Related Side Effects and Adverse Reactions/diagnosis , Drug-Related Side Effects and Adverse Reactions/mortality , Drug-Related Side Effects and Adverse Reactions/prevention & control , Female , Glomerular Filtration Rate , Hospitalization , Humans , Hypotension/chemically induced , Inappropriate Prescribing , Kidney/metabolism , Linear Models , Logistic Models , Male , Middle Aged , Multivariate Analysis , Risk Factors , Tennessee , Time Factors , Treatment Failure
9.
Appl Clin Inform ; 3(2): 221-238, 2012 Jan 01.
Article in English | MEDLINE | ID: mdl-22719796

ABSTRACT

OBJECTIVES: Clinical decision support (CDS), such as computerized alerts, improves prescribing in the setting of acute kidney injury (AKI), but considerable opportunity remains to improve patient safety. The authors sought to determine whether pharmacy surveillance of AKI patients could detect and prevent medication errors that are not corrected by automated interventions. METHODS: The authors conducted a randomized clinical trial among 396 patients admitted to an academic, tertiary care hospital between June 1, 2010 and August 31, 2010 with an acute 0.5 mg/dl change in serum creatinine over 48 hours and a nephrotoxic or renally cleared medication order. Patients randomly assigned to the intervention group received surveillance from a clinical pharmacist using a web-based surveillance tool to monitor drug prescribing and kidney function trends. CDS alerting and standard pharmacy services were active in both study arms. Outcome measures included blinded adjudication of potential adverse drug events (pADEs), adverse drug events (ADEs) and time to provider modification or discontinuation of targeted nephrotoxic or renally cleared medications. RESULTS: Potential ADEs or ADEs occurred for 104 (8.0%) of control and 99 (7.1%) of intervention patient-medication pairs (p=0.4). Additionally, the time to provider modification or discontinuation of targeted nephrotoxic or renally cleared medications did not differ between control and intervention patients (33.4 hrs vs. 30.3 hrs, p=0.3). CONCLUSIONS: Pharmacy surveillance had no incremental benefit over previously implemented CDS alerts.

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