Order From Chaos: An Initiative to Improve Opioid Prescribing in Rheumatology Using Lean A3.
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ABSTRACT:
SUBMITTER: van Eeghen C
PROVIDER: S-EPMC6857975 | biostudies-literature |
REPOSITORIES: biostudies-literature
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Project description:BackgroundThe United States is in the midst of an opioid epidemic. In response, our institution developed the Minimizing Opioid Prescribing in Surgery (MOPiS) initiative. MOPiS is a multicomponent intervention including: (1) patient education on opioid safety and pain management expectations; (2) clinician education on safe opioid prescribing; (3) prescribing data feedback; (4) patient risk screening to assess for addictive behavior; and (5) optimizations to the electronic health record (EHR). We conducted a preintervention formative evaluation to identify barriers and facilitators to implementation.Materials and methodsWe conducted 22 semistructured interviews with key stakeholders (surgeons, nurses, pharmacists, and administrators) at six hospitals within a single health care system. Interviewees were asked about perceived barriers and facilitators to the components of the intervention. Responses were analyzed to identify common themes using the Consolidated Framework for Implementation Research.ResultsWe identified common themes of potential implementation barriers and classified them under 12 Consolidated Framework for Implementation Research domains and three intervention domains. Time and resource constraints (needs and resources), the modality of educational material (design quality and packaging), and prescribers' concern for patient satisfaction scores (external policy and incentives) were identified as the most significant structural barriers. Resident physicians, pharmacists, and pain specialists were identified as potential key facilitating actors to the intervention.ConclusionsWe identified specific barriers to successful implementation of an opioid reduction initiative in a surgical setting. In our MOPiS initiative, a preintervention formative evaluation enabled the design of strategies that will overcome implementation barriers specific to the components of our initiative.
| S-EPMC8527839 | biostudies-literature
Project description:OBJECTIVE:To assess whether a multiphase, departmental quality improvement effort decreases opioid prescribing and increases multimodal analgesic use after cesarean delivery. METHODS:This is a prospective quality improvement study. In phase 1 of the protocol, discharge providers implemented counseling regarding expectations for pain, typical need for opioids, and importance of multimodal nonopioid analgesic use and used shared decision-making to determine the number of opioids prescribed. Patients could select up to a maximum of 30 tablets of 5 mg oxycodone (or equivalent opioid), lower than the previous routine discharge prescription of 40 opioid tablets. The primary outcome was the mean (SD) number of opioid tablets prescribed on discharge with secondary outcomes including opioid refill rate within 30 days of discharge and rates of nonopioid analgesic prescriptions on discharge. In phase 2, using these results, we adjusted the protocol's maximum opioid prescription to 25 opioid tablets, but no other aspects of the protocol were changed. All data were analyzed with t test and ? analyses. RESULTS:Data from 624 women who underwent cesarean deliveries were analyzed. Opioids, most commonly oxycodone, were prescribed after 95% of all cesarean deliveries. The mean (SD) number of opioid tablets prescribed decreased from 33.2 (9.3) to 26.5 (6.7; P<.01) with the implementation of phase 1 having no effect on the opioid refill rate, 8.9% vs 8.1% (P=.79). These results allowed adjustment of the maximum recommended prescription to 25 opioid tablets, introducing phase 2 of the study, during which the mean (SD) number of opioid tablets prescribed further decreased from 24.9 (7.5) to 21.5 (6.3; P<.01) with no effect on the opioid refill rate, 6.3% vs 5.1% (P=.72). Overall, this represents a 35% decrease in opioid prescribing (P<.01). Rates of ibuprofen prescribing were 98% or higher throughout the study, but rates of acetaminophen prescribing increased from 32.6% before phase 1 to 92.0% after phase 2 (P<.001). CONCLUSION:Implementation of a multiphase quality improvement protocol to decrease opioid prescribing, combined with iterative review of discharge data, resulted in a significant decrease in the number of opioid tablets prescribed after cesarean delivery.
| S-EPMC6105442 | biostudies-literature
Project description:BackgroundRates of opioid prescribing tripled in the USA between 1999 and 2015 and were associated with significant increases in opioid misuse and overdose death. Roughly half of all opioids are prescribed in primary care. Although clinical guidelines describe recommended opioid prescribing practices, implementing these guidelines in a way that balances safety and effectiveness vs. risk remains a challenge. The literature offers little help about which implementation strategies work best in different clinical settings or how strategies could be tailored to optimize their effectiveness in different contexts. Systems consultation consists of (1) educational/engagement meetings with audit and feedback reports, (2) practice facilitation, and (3) prescriber peer consulting. The study is designed to discover the most cost-effective sequence and combination of strategies for improving opioid prescribing practices in diverse primary care clinics.Methods/designThe study is a hybrid type 3 clustered, sequential, multiple-assignment randomized trial (SMART) that randomizes clinics from two health systems at two points, months 3 and 9, of a 21-month intervention. Clinics are provided one of four sequences of implementation strategies: a condition consisting of educational/engagement meetings and audit and feedback alone (EM/AF), EM/AF plus practice facilitation (PF), EM/AF + prescriber peer consulting (PPC), and EM/AF + PF + PPC. The study's primary outcome is morphine-milligram equivalent (MME) dose by prescribing clinicians within clinics. The study's primary aim is the comparison of EM/AF + PF + PPC versus EM/AF alone on change in MME from month 3 to month 21. The secondary aim is to derive cost estimates for each of the four sequences and compare them. The exploratory aim is to examine four tailoring variables that can be used to construct an adaptive implementation strategy to meet the needs of different primary care clinics.DiscussionSystems consultation is a practical blend of implementation strategies used in this case to improve opioid prescribing practices in primary care. The blend offers a range of strategies in sequences from minimally to substantially intensive. The results of this study promise to help us understand how to cost effectively improve the implementation of evidence-based practices.Trial registrationNCT04044521 (ClinicalTrials.gov). Registered 05 August 2019.
| S-EPMC7183389 | biostudies-literature
Project description:The mechanisms for chaos terrain formation on Europa have long been a source of debate in the scientific community. There exist numerous theoretical and numerical models for chaos formation, but to date there has been a lack of quantifiable observations that can be used to constrain models and permit comparison to the outputs of these chaos models. Here, we use mapping and statistical analysis to develop a quantitative description of chaos terrain and their observed morphologies. For nine chaos features, we map every block, or region of pre-existing terrain within disrupted matrix. We demonstrate that chaos terrains follow a continuous spectrum of morphologies between two endmembers, platy and knobby. We find that any given chaos terrain's morphology can be quantified by means of the linearized exponential slope of its cumulative block area distribution. This quantitative metric provides a new diagnostic parameter in future studies of chaos terrain formation and comparison.
| S-EPMC9287068 | biostudies-literature
Project description:BackgroundAcademic detailing, an educational outreach service for family physicians, was funded by the Ontario government to address gaps in opioid prescribing and pain management. We sought to evaluate the impact of academic detailing on opioid prescribing, and to understand how and why academic detailing may have influenced opioid prescribing.MethodsIn this mixed-methods study, we collected quantitative and qualitative data concurrently from 2017 to 2019 in Ontario, Canada. We analyzed prescribing outcomes descriptively for a sample of participating physicians and compared them with a matched control group. We invited physicians to participate in qualitative interviews to discuss their experiences in academic detailing. Development and analysis of qualitative interviews was informed by the Theoretical Domains Framework. We triangulated qualitative and quantitative findings to understand the mechanisms that drove changes in opioid prescribing.ResultsPhysicians receiving academic detailing (n = 238) achieved a greater reduction in opioid prescribing than matched controls (n = 238). Seventeen physicians completed interviews and reported that academic detailing addressed barriers to pain care, including lack of confidence, difficult interactions with patients and prescribing and tapering decisions. Academic detailing reinforced knowledge about opioid prescribing and pain management. Discussion of complex patients and talking points to use during challenging conversations were described as key drivers of practice change.InterpretationThe findings of this real-world, mixed-methods evaluation explain how an academic detailing service addressed key barriers and enablers to limit high-risk opioid prescribing in primary care. This nuanced understanding will be used to inform, spread and scale academic detailing.
| S-EPMC10586496 | biostudies-literature
Project description:BackgroundFluoroquinolones are antibiotics prescribed in the outpatient setting, though they have serious side effects. This study evaluates the impact of stewardship interventions on total and inappropriate prescribing of fluoroquinolones in outpatient settings in a large county hospital and health system.MethodsIn an effort to decrease inappropriate outpatient fluoroquinolone usage, a multimodal antimicrobial stewardship initiative was implemented in November 2016. Education regarding the risks, benefits, and appropriate uses of fluoroquinolones was provided to providers in different outpatient settings, Food and Drug Administration warnings were added to all oral fluoroquinolone orders, an outpatient order set for cystitis treatment was created, and fluoroquinolone susceptibilities were suppressed when appropriate. Charts from October 2016, 2017, and 2018 were retrospectively reviewed if the patient encounter occurred in primary care clinics, emergency departments, or urgent care centers within Parkland Health & Hospital System and a fluoroquinolone was prescribed. Inappropriate use was defined as a fluoroquinolone prescription for cystitis, bronchitis, or sinusitis in a patient without a history of Pseudomonas aeruginosa or multidrug-resistant organisms and without drug allergies that precluded use of other oral antibiotics.ResultsTotal fluoroquinolone prescriptions per 1000 patient visits decreased significantly by 39% (P?<?.01), and inappropriate fluoroquinolone use decreased from 53% to 34% (P?<?.01). More than 90% of inappropriate fluoroquinolone prescriptions were given for cystitis, while bronchitis and sinusitis accounted for only 4.4% and 1.6% of inappropriate indications, respectively.ConclusionA multimodal stewardship initiative appears to effectively reduce both total and inappropriate outpatient fluoroquinolone prescriptions.
| S-EPMC7284006 | biostudies-literature
Project description:ObjectivesPhysicians adopt evidence-based guidelines with variable consistency. Narratives, or stories, offer a novel dissemination strategy for clinical recommendations. The study objective was to compare whether evidence-based narrative versus traditional summary improved recall of opioid prescribing guidelines from the American College of Emergency Physicians (ACEP).MethodsThis was a prospective, randomized controlled experiment to compare whether narrative versus summary promoted short-term recall of six themes contained in the ACEP opioid guideline. The experiment was modeled after the free-recall test, an established technique in studies of memory. At a regional conference, emergency physicians (EPs) were randomized to read either a summary of the guideline (control) or a narrative (intervention). The fictional narrative was constructed to match the summary in content and length. One hour after reading the text, participants listed all content that they could recall. Two reviewers independently scored the responses to assess recall of the six themes. The primary outcome was the total number of themes recalled per participant. Secondary outcomes included the proportion of responses in each study arm that recalled individual themes and the proportion of responses in each arm that contained falsely recalled or extraneous information.ResultsNinety-five physicians were randomized. Eighty-two physicians completed the experiment, for a response rate of 86%. The mean of the total number of themes recalled per participant was 3.1 in the narrative arm versus 2.0 in the summary arm (difference = 1.1, 95% confidence interval [CI] = 0.6 to 1.7). For three themes, the proportion of responses that recalled the theme was significantly greater in the narrative arm compared to the summary arm, with the differences ranging from 20% to 51%. For one theme, recall was significantly greater in the summary arm. For two themes, there was no statistically significant difference in recall between the arms. In the summary arm, 54% of responses were found to contain falsely recalled or extraneous information versus 21% of responses in the narrative arm (difference = 33%, 95% CI = 14% to 53%).ConclusionsPhysicians exposed to a narrative about opioid guidelines were more likely to recall guideline content at 1 hour than those exposed to a summary of the guidelines. Future studies should examine whether the incorporation of narratives in dissemination campaigns improves guideline adoption and changes clinical practice
| S-EPMC4104184 | biostudies-literature
Project description:The study of the foraging behavior of group animals (especially ants) is of practical ecological importance, but it also contributes to the development of widely applicable optimization problem-solving techniques. Biologists have discovered that single ants exhibit low-dimensional deterministic-chaotic activities. However, the influences of the nest, ants' physical abilities, and ants' knowledge (or experience) on foraging behavior have received relatively little attention in studies of the collective behavior of ants. This paper provides new insights into basic mechanisms of effective foraging for social insects or group animals that have a home. We propose that the whole foraging process of ants is controlled by three successive strategies: hunting, homing, and path building. A mathematical model is developed to study this complex scheme. We show that the transition from chaotic to periodic regimes observed in our model results from an optimization scheme for group animals with a home. According to our investigation, the behavior of such insects is not represented by random but rather deterministic walks (as generated by deterministic dynamical systems, e.g., by maps) in a random environment: the animals use their intelligence and experience to guide them. The more knowledge an ant has, the higher its foraging efficiency is. When young insects join the collective to forage with old and middle-aged ants, it benefits the whole colony in the long run. The resulting strategy can even be optimal.
| S-EPMC4060675 | biostudies-literature
Project description:IntroductionIn response to the role of opioid prescribing in the U.S. opioid crisis, states have enacted laws intended to curb high risk opioid prescribing practices. This study assessed the effects of state prescribing cap laws that limit the dose and/or duration of dispensed opioid prescriptions on opioid prescribing patterns and opioid overdose.MethodsWe identified 1,414,908 adults from a large U.S. administrative insurance claims database. Treatment states included 32 states that implemented a prescribing cap law between 2017 and 2019. Comparison states included 16 states and DC without a prescribing cap law by 2019. A difference-in-differences approach with staggered policy adoption was used to assess effects of these laws on opioid analgesic prescribing and opioid overdose.ResultsState opioid prescribing cap laws were not associated with changes in the proportion of people receiving opioid analgesic prescriptions, the dose or duration of opioid prescriptions, or opioid overdose. States with laws that imposed days' supply limits only versus days' supply and dosage limits, as well as with specific law provisions also showed no association with opioid prescribing or opioid overdose outcomes.ConclusionsState opioid prescribing cap laws did not appear to impact outcomes related to opioid analgesic prescribing or opioid overdose. These findings are potentially due to the limited scope of these laws, which often apply only to a subset of opioid prescriptions and include professional judgment exemptions.
| S-EPMC9893520 | biostudies-literature
Project description:ObjectiveTo evaluate the effects of state opioid prescribing cap laws on opioid prescribing after surgery.Data sourcesOptumLabs Data Warehouse administrative claims data covering all 50 states from July 2012 through June 2019.Study designWe included individuals from 20 states that had implemented prescribing cap laws without exemptions for postsurgical pain by June 2019 and individuals from 16 control states plus the District of Columbia. We used a difference-in-differences approach accounting for differential timing in law implementation across states to estimate the effects of state prescribing cap laws on postsurgical prescribing of opioids. Outcome measures included filling an opioid prescription within 30 days after surgery; filling opioid prescriptions of specific doses or durations; and the number, days' supply, daily dose, and pill quantity of opioid prescriptions. To assess the validity of the parallel counterfactual trends assumption, we examined differences in outcome trends between law-implementing and control states in the years preceding law implementation using an equivalence testing framework.Data collection/extraction methodsWe included the first surgery in the study period for opioid-naïve individuals undergoing one of eight common surgical procedures.Principal findingsState prescribing cap laws were associated with 0.109 lower days' supply of postsurgical opioids on the log scale (95% Confidence Interval [CI]: -0.139, -0.080) but were not associated with the number (Average treatment effect on the treated [ATT]: -0.011; 95% CI: -0.043, 0.021) or daily dose of postsurgical opioid prescriptions (ATT: -0.013; 95% CI: -0.030, 0.005). The negative association observed between prescribing cap laws and the probability of filling a postsurgical opioid prescription (ATT: -0.041; 95% CI: -0.054, -0.028) was likely spurious, given differences between law-implementing and control states in the pre-law period.ConclusionsPrescribing cap laws appear to have minimal effects on postsurgical opioid prescribing.
| S-EPMC9441291 | biostudies-literature