APPE unreadiness - The other side of the coin.

INTRODUCTION: Student readiness for Advanced Pharmacy Practice Experiences (APPEs) has not been explicitly defined in literature or standards. Readiness for APPEs is a programmatic requirement of all schools and colleges of pharmacy (schools), leaving schools to determine their own assessments of APPE readiness. Current literature provides no consensus on the definition of APPE readiness nor the assessments or benchmarks used to evaluate APPE readiness. Schools have an opportunity to improve efforts to identify students at risk for poor APPE performance and provide early intervention. COMMENTARY: Due to a lack of consensus, it may be easier to describe students who are not ready for APPEs than it is to describe students who are APPE ready. APPE unreadiness is defined by the authors as those who require significant preceptor instruction on foundational competencies such as knowledge, skills, and/or attitudes and therefore are unable to meaningfully engage in application-based patient care activities. By adding focus to APPE unreadiness within APPE readiness programs, pharmacy schools may be able to more readily identify and remediate students who are at risk of failing one or more APPE rotations. IMPLICATIONS: We provide four recommendations for schools to consider. These are focused on assessing APPE readiness to qualify and quantify APPE unready students. By assessing APPE unreadiness, schools can make continuous quality improvement to ensure that preceptors, sites, students, and faculty can have the ongoing confidence that APPE students are all ready to meaningfully engage on rotation.

Virtual self-care simulations for third-year pharmacy skills laboratory courses in three institutions.

BACKGROUND AND PURPOSE: This study was designed to determine whether a virtual, self-care activity improved knowledge and confidence in third-year student pharmacists. EDUCATIONAL ACTIVITY AND SETTING: Third-year student pharmacists (n = 386) from three institutions participated in the virtual self-care simulation during their respective practice laboratory course. A pre- and post-assessment collected 10 knowledge and five confidence questions, self-reported on 0-100 scale, mapped to learning outcomes and pharmacy standards. Responses for participants who provided consent and had linked assessments were analyzed. Additionally, students participated in a perception assessment following the simulation with the post-assessment. Each knowledge question was scored as binary (correct/incorrect), presented as percentage, and significance identified with a McNemar's test. Total knowledge score and confidence changes were presented as means with standard deviations and significance with a paired t-test. Student perceptions were presented as frequencies and percentages. FINDINGS: Total knowledge assessment demonstrated a significant improvement (p < 0.001) for the entire cohort of 198 study participants. Upon additional analysis, a single institution led the cohort to significant increase, with variable improvement and significance for each individual question. Confidence improved for the entire cohort of students and at each institution individually. The students perceived the virtual self-care activity favorably. SUMMARY: The third-year student virtual self-care activity improved knowledge and confidence with varying significance between institutions. Future studies will focus on the impact of continued reinforcement of self-care activities on student growth in knowledge and confidence.

Willingness of Pharmacists to Prescribe Medication Abortion in California.

Importance: Nearly half of US states have restricted abortion access. Policy makers are exploring pathways to increase access to abortion and reproductive health care more broadly. Since 2016, California pharmacists could prescribe hormonal birth control, providing an opportunity to learn about the implementation of pharmacist-provided reproductive health care. Objective: To explore the feasibility of broadening pharmacist scope of practice to include prescribing medication abortion. Design, Setting, and Participants: A cross-sectional online survey was conducted from October 11 to December 20, 2022, among a convenience sample of California licensed community pharmacists to examine their attitudes toward, knowledge of, and confidence in prescribing hormonal birth control and reports of pharmacy-level practices. Main Outcomes and Measures: Descriptive analyses and log-binomial regression models were used to compare medication abortion and contraceptive provision attitudes by pharmacist and pharmacy characteristics. Results: Among the 316 pharmacists included in the analysis who worked at community pharmacies across California (mean [SD] age, 40.9 [12.0] years; 169 of 285 [59.3%] cisgender women; and 159 of 272 [58.5%] non-Hispanic Asian individuals), most (193 of 280 [68.9%]) indicated willingness to prescribe medication abortion to pharmacy clients if allowed by law. However, less than half were confident in their knowledge of medication abortion (139 of 288 [48.3%]) or their ability to prescribe it (115 of 285 [40.4%]). Pharmacists who indicated that providing access to hormonal birth control as a prescribing provider was important (263 of 289 [91.0%]) and were confident in their ability to prescribe it (207 of 290 [71.4%]) were 3.96 (95% CI, 1.80-8.73) times and 2.44 (95% CI, 1.56-3.82) times more likely to be willing to prescribe medication abortion and to express confidence in doing so, respectively. Although most pharmacists held favorable attitudes toward hormonal birth control, less than half (144 of 308 [46.8%]) worked in a pharmacy that provided prescriptions for hormonal birth control, and 149 who did not reported barriers such as lack of knowledge or training (65 [43.6%]), insufficient staff or time to add new services (58 [38.9%]), and lack of coverage for services (50 [33.6%]). Conclusions and Relevance: The findings of this cross-sectional survey study of California pharmacists suggest that most pharmacists were willing to prescribe medication abortion. However, future efforts to expand pharmacists' scope of practice should include training to increase knowledge and confidence in prescribing medication abortion. Pharmacy-level barriers to hormonal birth control prescription, such as insurance coverage for pharmacist effort, should also be addressed, as they may serve as barriers to medication abortion access.

Sociodemographic disparities in sodium-glucose cotransporter-2 inhibitor use among US kidney transplant recipients: An observational study of real-world pharmacy records.

BACKGROUND: Recent clinical trials demonstrate benefits of sodium-glucose cotransporter-2 inhibitors (SGLT2i) in patients with chronic kidney disease, but data on use in kidney transplant (KTx) recipients are limited. METHODS: We examined a novel database linking SRTR registry data for KTx recipients (2000-2021) with outpatient fill records from a large pharmaceutical claims warehouse (2015-2021). Adult (≥18 years) KTx recipients treated with SGLT2i were compared to those who received other noninsulin diabetes medications without SGLT2i. Characteristics associated with SGLT2i use were quantified by multivariable logistic regression (adjusted odds ratio, 95%LCLaOR95%UCL). RESULTS: Among 18 988 KTx recipients treated with noninsulin diabetes agents in the study period, 2224 filled an SGLT2i. Mean time from KTx to prescription was 6.7 years for SGLT2i versus 4.7 years for non-SGLT2i medications. SGLT2i use was more common in Asian adults (aOR, 1.091.311.58) and those aged > 30-59 years (compared with 18-30 years) or with BMI > 35 kg/m2 (aOR, 1.191.411.67), and trended higher with self-pay status. SGLT2i use was lower among KTx recipients who were women (aOR, .79.87.96), Black (aOR, .77.881.00) and other (aOR, .52.751.07) race, publicly insured (aOR, .82.921.03), or with less than college education (aOR, .78.87.96), and trended lower in those age 75 years and older. SGLT2i use in KTx patients increased dramatically in 2019-2021 (aOR, 5.015.636.33 vs. prior years). CONCLUSION: SGLT2i use is increasing in KTx recipients but varies with factors including race, education, and insurance. While ongoing study is needed to define risks and benefits of SGLT2i use in KTx patients, attention should also focus on reducing treatment disparities related to sociodemographic traits.

Multifaceted pharmacist-led interventions in secondary care settings between countries of various income levels: a scoping review protocol.

INTRODUCTION: Clinical pharmacy services often involve multifaceted pharmacist-led interventions. However, current pharmacy practice models vary across different countries. Despite the documented benefits of clinical pharmacy services, the characteristics of pharmacist-led interventions in different countries have not yet been adequately explored and described. Therefore, this protocol outlines the methodology for a proposed scoping review aiming to investigate various types of multifaceted pharmacist-led interventions and the outcomes used to evaluate their effectiveness within secondary care settings. Additionally, the scoping review will map the current evidence surrounding the characteristics of interventions and outcomes reported across various countries of socioeconomic status. METHODS AND ANALYSIS: The scoping review will be conducted according to the JBI Methodology for Scoping Reviews and reported according to the Preferred Reporting Items for Systematic Reviews and Meta-Analysis (PRISMA) Extension for Scoping Reviews. We will systematically search the following electronic databases: MEDLINE (Ovid), CINAHL (EbscoHost), Embase (embase.com), Scopus (scopus.com), Cochrane Library (cochranelibrary.com) and APA PsycInfo (Ovid). Additionally, the reference lists of identified reviews and included full texts will be searched for relevant papers. Grey literature sources, such as International Pharmaceutical Abstracts and the International Pharmaceutical Federation (FIP) website, will be searched. We will include primary studies published in the English language from January 2013 to December 2023, involving secondary care multifaceted pharmacist-led interventions. Two independent reviewers will screen studies against eligibility criteria and use a piloted data extraction form to extract relevant information. We will extract relevant data, complete a tabular summary from each included publication and analyse it. ETHICS AND DISSEMINATION: Ethical approval is not required as we will be using data from publicly available literature sources. Findings will be disseminated in publications and presentations with relevant stakeholders. We aim to map available evidence across the breadth of studies that have reported multifaceted pharmacist-led interventions and their outcomes.

Design of a multi-category drug information integration platform for intelligent pharmacy management: A needs analysis study.

A drug store was never just an area to fill personal solution. Patients considered drug specialists to be counsels, somebody who could help them pick an over-the-counter treatment or understanding the portion and directions for a solution. Drug stores, similar to the remainder of the medical services business, are going through changes. Nowadays, one of the main highlights of any structure is the board. The executives give the refinement needed to wrap up any responsibility in a particular way. The executive framework of a drug store can be utilized to deal with most drug store related errands. This report has provided data on the best way to fabricate and execute a Pharmacy Management System. The primary objective of this system is to expand exactness, just as security and proficiency, in the drug shop. This undertaking is focused on the drug store area, determined to offer engaging and reasonable programming answers to assist them with modernizing to rival shops (helping out other equal modules in a similar examination program). This study will clarify the system's thoughts concerning the board issues and arrangements of a drug store. Likewise, this study covers the main parts of the Pharmacy application's investigation, execution, and look.

Performance and robustness of small molecule retention time prediction with molecular graph neural networks in industrial drug discovery campaigns.

This study explores how machine-learning can be used to predict chromatographic retention times (RT) for the analysis of small molecules, with the objective of identifying a machine-learning framework with the robustness required to support a chemical synthesis production platform. We used internally generated data from high-throughput parallel synthesis in context of pharmaceutical drug discovery projects. We tested machine-learning models from the following frameworks: XGBoost, ChemProp, and DeepChem, using a dataset of 7552 small molecules. Our findings show that two specific models, AttentiveFP and ChemProp, performed better than XGBoost and a regular neural network in predicting RT accurately. We also assessed how well these models performed over time and found that molecular graph neural networks consistently gave accurate predictions for new chemical series. In addition, when we applied ChemProp on the publicly available METLIN SMRT dataset, it performed impressively with an average error of 38.70 s. These results highlight the efficacy of molecular graph neural networks, especially ChemProp, in diverse RT prediction scenarios, thereby enhancing the efficiency of chromatographic analysis.

Operational complexities in international clinical trials: a systematic review of challenges and proposed solutions.

OBJECTIVE: International trials can be challenging to operationalise due to incompatibilities between country-specific policies and infrastructures. The aim of this systematic review was to identify the operational complexities of conducting international trials and identify potential solutions for overcoming them. DESIGN: Systematic review. DATA SOURCES: Medline, Embase and Health Management Information Consortium were searched from 2006 to 30 January 2023. ELIGIBILITY CRITERIA: All studies reporting operational challenges (eg, site selection, trial management, intervention management, data management) of conducting international trials were included. DATA EXTRACTION AND SYNTHESIS: Search results were independently screened by at least two reviewers and data were extracted into a proforma. RESULTS: 38 studies (35 RCTs, 2 reports and 1 qualitative study) fulfilled the inclusion criteria. The median sample size was 1202 (IQR 332-4056) and median number of sites was 40 (IQR 13-78). 88.6% of studies had an academic sponsor and 80% were funded through government sources. Operational complexities were particularly reported during trial set-up due to lack of harmonisation in regulatory approvals and in relation to sponsorship structure, with associated budgetary impacts. Additional challenges included site selection, staff training, lengthy contract negotiations, site monitoring, communication, trial oversight, recruitment, data management, drug procurement and distribution, pharmacy involvement and biospecimen processing and transport. CONCLUSIONS: International collaborative trials are valuable in cases where recruitment may be difficult, diversifying participation and applicability. However, multiple operational and regulatory challenges are encountered when implementing a trial in multiple countries. Careful planning and communication between trials units and investigators, with an emphasis on establishing adequately resourced cross-border sponsorship structures and regulatory approvals, may help to overcome these barriers and realise the benefits of the approach. OPEN SCIENCE FRAMEWORK REGISTRATION NUMBER: osf-registrations-yvtjb-v1.

Analysis of a Pharmacy Developed, Outpatient Lactation Consultant Initiated Domperidone Programme.

BACKGROUND: Domperidone is a commonly prescribed galactagogue used off-label for lactation insufficiency. Prescriber unfamiliarity or safety concerns can lead to therapeutic delay and potential early breastfeeding discontinuation. To facilitate access, the study site pharmacy department developed a Structured Administration and Supply Arrangement (SASA) for International Board-Certified Lactation Consultants (IBCLC) to screen and initiate domperidone using a checklist. MATERIAL: To validate a domperidone screening tool via analysis of its use and compliance, together with a staff satisfaction survey. METHODS: Records were extracted from the REDCap® database for women with documented domperidone supply between 06/05/2022 and 27/01/2023 and reviewed with medical records. A staff survey was distributed assessing compliance and attitudes towards the SASA. RESULTS: Records of supply revealed that 34% (17/50) of patients were referred to a physician, revealing a discrepancy between database documentation and checklists, as no referrals were documented. Overall staff satisfaction with the SASA was rated 4.6 out of 5. 77.7% (7/9) felt confident counselling and supplying domperidone with the SASA in place. 88.9% (8/9) felt confident using the checklist to identify the appropriateness of therapy and referral to a physician. CONCLUSIONS: The system in place allows the IBCLCs to initiate and supply domperidone in a timely manner to breastfeeding mothers with lactation insufficiency. The support tools, including domperidone SASA, REDCap® documentation database and the checklist domperidone as a Galactagogue Checklist, can be greatly appreciated by the LCs. Continued discussion with IBCLCs to refine and improve the SASA and associated education package will result in more consistent compliance.

Causes and outcomes of at-risk underperforming pharmacy students: implications for policy and practice.

OBJECTIVE: This study aimed to understand the key determinants for poor academic performance of students completing a Bachelor of Pharmacy (BPharm), Bachelor of Pharmacy and Management (BPharmMgmt), or Master of Pharmacy (MPharm) degree. METHODS: Data were collected on pharmacy students who had not met academic progression requirements between 2008 and 2018 at The University of Sydney, Australia. This included: age at the start of pharmacy degree; gender; whether they transferred from another university; whether they were a domestic or international student; Australian Tertiary Admissions Rank upon entry, previous studies in biology, chemistry, or mathematics; show cause triggers (units of study failed); number of show causes; students' written show cause responses; weighted average mark at last show cause or graduation; whether they graduated and were a registered pharmacist; and, the number of years they spent studying the degree. Descriptive studies were used to analyse student characteristics using SPSS software, and student self-reported reasons for poor performance were analysed reflexively using thematic analysis procedures using NVivo. RESULTS: This study included 164 pharmacy students enrolled in a BPharm (79.3%, n = 130), BPharmMgmt (1.2%, n = 2), or MPharm (19.5%, n = 32). Of the students, 54% (n = 88) were men, 81% (n = 133) were domestic students, 15% (n = 24) transferred from another degree program, and 38% (n = 62) graduated from the course. Show cause students were less likely to graduate if they transferred from another degree program (P = 0.0002) or failed more than three units of study (UoS; P < 0.0001). The most commonly failed UoS were related to organic or pharmaceutical chemistry, and the top student self-reported reasons for poor performance was stress/anxiety, physical health, and depression. CONCLUSION: Pharmacy schools should aim to address student foundational knowledge in chemistry, identify at-risk students early using pre-subject testing, and provide better services to address student mental health.

Federal Retail Pharmacy Program Contributions to Bivalent mRNA COVID-19 Vaccinations Across Sociodemographic Characteristics - United States, September 1, 2022-September 30, 2023.

The Federal Retail Pharmacy Program (FRPP) facilitated integration of pharmacies as partners in national efforts to scale up vaccination capacity during the COVID-19 pandemic emergency response. To evaluate FRPP's contribution to vaccination efforts across various sociodemographic groups, data on COVID-19 bivalent mRNA vaccine doses administered during September 1, 2022-September 30, 2023, were evaluated from two sources: 1) FRPP data reported directly to CDC and 2) jurisdictional immunization information systems data reported to CDC from all 50 states, the District of Columbia, U.S. territories, and freely associated states. Among 59.8 million COVID-19 bivalent vaccine doses administered in the United States during this period, 40.5 million (67.7%) were administered by FRPP partners. The proportion of COVID-19 bivalent doses administered by FRPP partners ranged from 5.9% among children aged 6 months-4 years to 70.6% among adults aged 18-49 years. Among some racial and ethnic minority groups (e.g., Hispanic or Latino, non-Hispanic Black or African American, non-Hispanic Native Hawaiian or other Pacific Islander, and non-Hispanic Asian persons), ≥45% of COVID-19 bivalent vaccine doses were administered by FRPP partners. Further, in urban and rural areas, FRPP partners administered 81.6% and 60.0% of bivalent vaccine doses, respectively. The FRPP partnership administered approximately two thirds of all bivalent COVID-19 vaccine doses in the United States and provided vaccine access for persons across a wide range of sociodemographic groups, demonstrating that this program could serve as a model to address vaccination services needs for routine vaccines and to provide health services in other public health emergencies.

Intelligent supervision of PIVAS drug dispensing based on image recognition technology.

Pharmacy Intravenous Admixture Services (PIVAS) are places dedicated to the centralized dispensing of intravenous drugs, usually managed and operated by professional pharmacists and pharmacy technicians, and are an integral part of modern healthcare. However, the workflow of PIVAS has some problems, such as low efficiency and error-prone. This study aims to improve the efficiency of drug dispensing, reduce the rate of manual misjudgment, and minimize drug errors by conducting an in-depth study of the entire workflow of PIVAS and applying image recognition technology to the drug checking and dispensing process. Firstly, through experimental comparison, a target detection model suitable for drug category recognition is selected in the drug-checking process of PIVAS, and it is improved to improve the recognition accuracy and speed of intravenous drug categories. Secondly, a corner detection model for drug dosage recognition was studied in the drug dispensing stage to further increase drug dispensing accuracy. Then the PIVAS drug category recognition system and PIVAS drug dosage recognition system were designed and implemented.

Pharmacy Student Education Related to Opioids: A Scoping Review of the Literature.

OBJECTIVES: This scoping review explores and assesses the extent of the literature on the current state of opioid-related training and education of student pharmacists and identifies areas for further research to improve the preparedness of future pharmacists in managing care for patients using opioid medications. This review also examines and maps the literature as it relates to the 4 substance misuse educational content areas (legal/ethical issues; screening, treatment, and stigma; pharmacology and toxicology; and psychosocial aspects) recommended by the 2020 American Association of Colleges of Pharmacy Special Committee on Substance Use and Pharmacy Education. FINDINGS: A systematic literature search was conducted to identify articles reporting opioid-related educational and training initiatives for student pharmacists in the United States through May 2023. A total of 52 articles were included in the review. Nearly 40% of the included studies reported content that addressed all 4 recommended content areas, with only 8 addressing only 1 or 2 content areas. The majority of studies included students in the third year of their pharmacy program, with many reporting interprofessional educational initiatives. Assessments of opioid-related knowledge and attitudes, satisfaction with the activity, and interprofessional attitudes and competencies were reported. SUMMARY: Most of the reported activities addressed at least 3 of the recommended educational content areas. However, relatively few reported sufficient details to support the replication of the activities and there is a need to evaluate the effectiveness of these educational initiatives with more vigorous research methodology to determine their potential effectiveness.

Scientific writing quality of theses in Medicine and Pharmacy at the University of Bamako (Mali).

AIM: To describe the scientific editorial quality of practice theses defended at the Faculties of Medicine and Pharmacy of Bamako (Mali), during the period 2016-2018. METHODS: This was a cross-sectional study conducted on practice theses in health science, defended between 2016 and 2018, and the electronic version of which was available at the libraries of the Faculties of Medicine and Pharmacy in Bamako. An adjusted STROBE grid was used to measure a scientific editorial conformity score for 18 iso-weighted items of the IMRaD structure (i.e. a total of 18 points). In this way, the scientific editorial quality of practice theses in health sciences was judged to be highly conform (14-18 points), fairly conform (9-13 points), poorly conform (5-8 points), or not conform (<5 points). An ordinal logistic regression model was used to identify determining factors independently associated with the scientific editorial quality of the health sciences practice thesis, with a significance level of 5%. RESULTS: A total of 534 practice theses in health sciences were included in this study, whose scientific editorial quality was judged to be highly or fairly conform (12.2%), poorly conform (43.1%) or not conform (44.8%). These standards scientific editorial conformity, which was higher in a "Medicine" thesis than in a "Pharmacy" thesis (ORa=2.45; IC95% [1.62-3.27], p<=0.05), was attributed to the supervisor's membership of a research structure (ORa=2.88; IC95% [1.6-3.2]; p<0.05). CONCLUSION: The research methodology profile of the practice health sciences thesis supervisor and the thesis section are associated with scientific editorial standard with the IMRaD.

Patient Out-of-Pocket Costs for Biologic Drugs After Biosimilar Competition.

Importance: Biologic drugs account for a growing share of US pharmaceutical spending. Competition from follow-on biosimilar products (subsequent versions that have no clinically meaningful differences from the original biologic) has led to modest reductions in US health care spending, but these savings may not translate to lower out-of-pocket (OOP) costs for patients. Objective: To investigate whether biosimilar competition is associated with lower OOP spending for patients using biologics. Design, Setting, and Participants: This cohort study used a national commercial claims database (Optum Clinformatics Data Mart) to identify outpatient claims for 1 of 7 clinician-administered biologics (filgrastim, infliximab, pegfilgrastim, epoetin alfa, bevacizumab, rituximab, and trastuzumab) from January 2009 through March 2022. Claims by commercially insured patients younger than 65 years were included. Exposure: Year relative to first biosimilar availability and use of original or biosimilar version. Main Outcomes and Measures: Patients' annual OOP spending on biologics for each calendar year was determined, and OOP spending per claim between reference biologic and biosimilar versions was compared. Two-part regression models assessed for differences in OOP spending, adjusting for patient and clinical characteristics (age, sex, US Census region, health plan type, diagnosis, and place of service) and year relative to initial biosimilar entry. Results: Over 1.7 million claims from 190 364 individuals (median [IQR] age, 53 [42-59] years; 58.3% females) who used at least 1 of the 7 biologics between 2009 and 2022 were included in the analysis. Over 251 566 patient-years of observation, annual OOP costs increased before and after biosimilar availability. Two years after the start of biosimilar competition, the adjusted odds ratio of nonzero annual OOP spending was 1.08 (95% CI, 1.04-1.12; P < .001) and average nonzero annual spending was 12% higher (95% CI, 10%-14%; P < .001) compared with the year before biosimilar competition. After biosimilars became available, claims for biosimilars were more likely than reference biologics to have nonzero OOP costs (adjusted odds ratio, 1.13 [95% CI, 1.11-1.16]; P < .001) but had 8% lower mean nonzero OOP costs (adjusted mean ratio, 0.92 [95% CI, 0.90-0.93; P < .001). Findings varied by drug. Conclusions and Relevance: Findings of this cohort study suggest that biosimilar competition was not consistently associated with lower OOP costs for commercially insured outpatients, highlighting the need for targeted policy interventions to ensure that the savings generated from biosimilar competition translate into increased affordability for patients who need biologics.

Reconsidering Pharmacy: We Need to Turn Career Regret into Career Options.

Declining interest in pharmacy as a career is a growing concern. This commentary investigates the factors contributing to career regret among pharmacy graduates, based on data from the American Association of Colleges of Pharmacy National Graduating Student Survey. We identify 3 key contributing factors: workplace environment, professional identity formation, and marketing of the Doctor of Pharmacy degree. We argue that students observe, in many work environments, a lack of autonomy, repetitive tasks, and unfulfilling work. This leads to diminished job satisfaction and disillusionment. Additionally, marketing tactics and curricular structures can inadvertently contribute to career regret. We propose potential interventions, emphasizing the need for improved working conditions, more versatile roles in pharmacy, and enhanced career development services within colleges/schools of pharmacy. Additional research is needed to fully understand career regret and the steps that academic institutions can proactively take to mitigate career dissatisfaction among their graduates.