ABSTRACT
OBJECTIVES: This study aimed to evaluate the impact of intravenous opioid product restrictions at an academic medical institution in an urban setting during the time of critical opioid shortages. We assessed the effect of ordering restrictions on inpatient opioid utilization measured by 1) changes in intermittent oral and injectable opioid product administration; 2) changes in total institutional opioid administration; and 3) changes in the utilization of individual restricted opioid agents. METHODS: This study is a single-center retrospective analysis by interrupted time series of institutional opioid utilization from 07/2017 to 06/2018. Utilization was quantified using milligrams of intravenous morphine equivalent administered or dispensed per admitted patient. Restrictions were grouped into 10 distinct phases, which informed the interruptions in linear regression models. RESULTS: Sequential restrictions during the study period led to shifts in use of individual agents but did not have a significant impact on overall total opioid utilization. "Soft" restrictions did not have a direct, statistically significant impact on medication use but did decrease utilization over time. In situations where a product was restricted with a "soft stop" followed by a "hard stop," the "hard stop" directly reduced usage. CONCLUSIONS: Targeted ordering restrictions allowed the institution to redirect drug use according to clinical need without affecting the overall utilization. Clinical decision support led providers to choose therapeutically equivalent alternatives. The demonstrated effect of restrictions will guide institutions in the selection of "hard stop" or "soft stop" restrictions in response to future shortages.
Subject(s)
Analgesics, Opioid , Pharmaceutical Preparations , Drug Utilization , Humans , Interrupted Time Series Analysis , Practice Patterns, Physicians' , Retrospective StudiesABSTRACT
BACKGROUND: Poor medication adherence is common; however, few mechanisms exist in clinical practice to monitor how patients take medications in outpatient settings. OBJECTIVE: This study aimed to pilot test the Electronic Medication Complete Communication (EMC2) strategy, a low-cost, sustainable approach that uses functionalities within the electronic health record to promote outpatient medication adherence and safety. METHODS: The EMC2 strategy was implemented in 2 academic practices for 14 higher-risk diabetes medications. The strategy included: (1) clinical decision support alerts to prompt provider counseling on medication risks, (2) low-literacy medication summaries for patients, (3) a portal-based questionnaire to monitor outpatient medication use, and (4) clinical outreach for identified concerns. We recruited adult patients with diabetes who were prescribed a higher-risk diabetes medication. Participants completed baseline and 2-week interviews to assess receipt of, and satisfaction with, intervention components. RESULTS: A total of 100 patients were enrolled; 90 completed the 2-week interview. Patients were racially diverse, 30.0% (30/100) had a high school education or less, and 40.0% (40/100) had limited literacy skills. About a quarter (28/100) did not have a portal account; socioeconomic disparities were noted in account ownership by income and education. Among patients with a portal account, 58% (42/72) completed the questionnaire; 21 of the 42 patients reported concerns warranting clinical follow-up. Of these, 17 were contacted by the clinic or had their issue resolved within 24 hours. Most patients (33/38, 89%) who completed the portal questionnaire and follow-up interview reported high levels of satisfaction (score of 8 or greater on a scale of 1-10). CONCLUSIONS: Findings suggest that the EMC2 strategy can be reliably implemented and delivered to patients, with high levels of satisfaction. Disparities in portal use may restrict intervention reach. Although the EMC2 strategy can be implemented with minimal impact on clinic workflow, future trials are needed to evaluate its effectiveness to promote adherence and safety.
Subject(s)
Decision Support Systems, Clinical/standards , Diabetes Mellitus/drug therapy , Electronic Health Records/standards , Aged , Female , Humans , Longitudinal Studies , Male , Medication Adherence , Middle Aged , Pilot ProjectsABSTRACT
BACKGROUND: Patients with chronic conditions are often responsible for self-managing complex, multi-drug regimens with minimal professional clinical support. While numerous interventions to promote and support medication adherence have been tested, most have had limited success or have been too resource-intensive for real-world implementation. OBJECTIVE: To compare the effectiveness of multiple low-cost, technology-enabled strategies, alone and in combination, for promoting medication regimen adherence among older adults. METHODS: Older, English or Spanish-speaking patients on complex drug regimens (N=1505) will be recruited from a community health system in Chicago, IL. Enrolled patients will be randomized to one of four study arms, receiving either: 1) enhanced usual care alone; 2) daily medication reminders via SMS text messages; 3) medication monitoring via a patient portal-based assessment; or 4) both SMS text message reminders and portal-based medication monitoring. The primary outcome of the study is medication adherence, which will be assessed via multiple measures at baseline, 2months, and 6months. The effect of intervention strategies on clinical markers (hemoglobin A1c, blood pressure, cholesterol level), as well as intervention fidelity and the barriers and costs of implementation will also be evaluated. CONCLUSIONS: This randomized controlled trial will evaluate the impact of various low-cost intervention strategies on adherence to complex medication regimens and will explore barriers to implementation. If the studied intervention strategies are shown to be effective, then these approaches could be effectively deployed across a diverse range of clinical settings and patient populations. CLINICAL TRIAL REGISTRATION: This trial is registered on clinicaltrials.govNCT02820753.
Subject(s)
Medication Adherence/statistics & numerical data , Patient Portals , Reminder Systems/instrumentation , Research Design , Text Messaging , Aged , Blood Pressure , Cholesterol/blood , Cost-Benefit Analysis , Electronic Health Records , Female , Glycated Hemoglobin , Humans , Male , Middle Aged , Reminder Systems/economics , Safety-net Providers/organization & administrationABSTRACT
BACKGROUND: Adverse drug events (ADEs) affect millions of patients annually and place a significant burden on the healthcare system. The Food and Drug Administration (FDA) has developed patient safety information for high-risk medications that pose serious public health concerns. However, there are currently few assurances that patients receive this information or are able to identify or respond correctly to ADEs. OBJECTIVE: To evaluate the effectiveness of the Electronic Medication Complete Communication (EMC2) Strategy to promote safe medication use and reporting of ADEs in comparison to usual care. METHODS: The automated EMC2 Strategy consists of: 1) provider alerts to counsel patients on medication risks, 2) the delivery of patient-friendly medication information via the electronic health record, and 3) an automated telephone assessment to identify potential medication concerns or ADEs. The study will take place in two community health centers in Chicago, IL. Adult, English or Spanish-speaking patients (N=1200) who have been prescribed a high-risk medication will be enrolled and randomized to the intervention arm or usual care based upon practice location. The primary outcomes of the study are medication knowledge, proper medication use, and reporting of ADEs; these will be measured at baseline, 4weeks, and three months. Intervention fidelity as well as barriers and costs of implementation will be evaluated. CONCLUSIONS: The EMC2 Strategy automates a patient-friendly risk communication and surveillance process to promote safe medication use while minimizing clinic burden. This trial seeks to evaluate the effectiveness and feasibility of this strategy in comparison to usual care.