PharmD students experiences on end year clerkship evaluation using objective structured clinical exam (OSCE) method at JSS College of Pharmacy, Mysuru, India

Objectives

To assess the PharmD student's experiences about end year clerkship evaluation conducted using Objective Structured Clinical Exam (OSCE) format at JSS College of Pharmacy, Mysuru, India.

Methods

The student's experiences were captured using a newly developed, 14-item, 5-point Likert's scale feedback form. The results were analyzed and presented descriptively. The Mann-Whitney U test was used to compare the Likert's scale responses between the sex, entry level for PharmD and performance in the end year exam, whereas the Spearman's rank correlation coefficient test was used to measure the strength of association between the Likert's' scale responses and these variables. A p value of <0.05 was considered statistically significant.

Results

Thirty-seven students of fifth year PharmD attended the end year clerkship evaluation and provided their feedback. Out of the 14-items, the most frequent response in eleven items was strongly agree and in three items it was agree. The Mann-Whitney U test revealed statistically significant differences between regular and postbaccalaureate students with respect to Likert's scale responses in all the domains (p < 0.02). The Spearman's rank correlation test revealed no association between the students' performance and their experiences with OSCE as an assessment tool for the end year clerkship exam.

Conclusions

The study results demonstrate that OSCE is an alternative and preferred method of evaluating the clinical skills and competencies of fifth year PharmD students in their end year clerkship exam in India.

Innovation

For the first time in India, the JSS College of Pharmacy, Mysuru, had successfully implemented the OSCE method for evaluating PharmD students' clerkship in their end year exam and had assessed their experiences about OSCE as an assessment tool.

Empowering pharmacists working in primary care through a cardiovascular disease clinical management course: Impact on practice

INTRODUCTION

Cardiovascular disease (CVD) is currently the leading cause of mortality and morbidity worldwide. A competent healthcare workforce working in primary care delivering disease management services efficiently is the cornerstone of well performing health systems, impacting patient outcomes positively. The aim of this study was to evaluate the effectiveness of a training course to support pharmacists working in General Practitioner (GP) practices; and to evaluate its impact on practice.

METHODS

A before and after evaluation model was employed to assess the effectiveness of training resorting to a survey exploring self-confidence and knowledge on clinical management of three CVD topics: Atrial Fibrillation (AF), Hypertension and hyperlipidaemia. Before and after training data (immediate and retained after 6 months) were analysed at the Primary Care Network (PCN) and GP Practice level of the pharmacists who took part in the training sessions. Data were analysed in IBM SPSS v.29 resorting to paired samples t-test and Cohen's d for estimation of the effect size. Independent samples t-tests were performed for a sample group of PCNs and GP practices with and without training (comparator group).

RESULTS

An improvement with large effect size was observed in pharmacists' self-confidence and knowledge related to the hypertension topic, suggesting potential practical benefit. For the topics of AF and hyperlipidaemia, pharmacists' confidence also increased with a large effect size, but for knowledge, the effect size of the increase was medium or small. Data suggests that pharmacists' practice has improved in both groups after 6 months, which suggests that it was not a sole result of the training.

CONCLUSIONS

This study provide evidence that the course improved pharmacists' knowledge and self-confidence, likely to contribute to performance in their clinical practice. Patients' clinical benefit is expected from pharmacists' improved capacity to effectively engage in medicines optimisation.

Impact of pharmacist managed oral epidermal growth factor receptor inhibitors

BACKGROUND

Pharmacists are an integral part of medication management, with the positive impact of their clinical services in patient outcomes previously studied and reported in literature. The roles and responsibilities of pharmacists continue to expand, including optimizing patient medication and health outcomes related to complex oral anticancer drugs.

OBJECTIVE

To evaluate the impact of a pharmacist-managed oral chemotherapy clinic in patients with non-small cell lung cancer (NSCLC) taking oral epidermal growth factor receptor inhibitor (EGFRi) regimens within an integrated healthcare delivery system.

METHODS

This was an observational cohort study using data from Kaiser Permanente Northern and Southern California regions on adult patients who received oncology pharmacist-managed care compared to patients with usual care. Patients were newly initiated with EGFRi therapy to treat NSCLC between 2017 and 2019. The follow-up period was defined as the time from index date (first sold date of EGFRi) to December 2020 or end of membership or death, whichever occurred first. Primary outcome measures included adherence to EGFRi, frequency of imaging during drug exposure, and presence of imaging prior to treatment change. Outcomes were analyzed with Chi-square test for categorical variables, and Student's t-test or Wilcoxon rank-sum test for continuous variables.

RESULTS

There were 613 patients in the pharmacist-managed group and 714 patients in the usual care group. Overall, the mean age was 68.2 ± 11.3 years, and 65.1% were female. In the pharmacist-managed group, there was a significantly higher mean proportion of days covered (PDC) during the first three months of therapy (0.86 ± 0.24 vs 0.82 ± 0.36, p = 0.01) and a higher percentage of patients who were adherent to EGFRi therapy (with PDC ≥0.80) during the drug exposure period (95.8% vs 92.4%, p = 0.01). The rate of computed tomography (CT) and magnetic resonance imaging (MRI) during drug exposure was higher in the pharmacist-managed group compared to the usual care group (31.8% vs 20.7%, p < 0.01) with a higher number of mean scans completed per patient (1.15 ± 2.42 vs 0.62 ± 1.63, p < 0.01) and per patient-year (2.60 ± 7.27 vs 1.58 ± 5.95, p < 0.01). Overall, 66.2% of patients had a treatment change, with a higher percentage of patients in the pharmacist-managed group who completed a CT or MRI scan prior to treatment change (36.3% vs 26.3%, p < 0.01). Additionally, the median time between the scan and treatment change was shorter for patients with pharmacist-managed care (1.8 vs 4 months, p = 0.04).

CONCLUSION

Clinical pharmacy services contributed to improved adherence, higher rates of imaging, and shorter time between imaging and treatment changes in NSCLC patients who were taking EGFRi regimens.

Characteristics of the clinical pharmacist interventions at the National Center for Cancer Care and Research Hospital in Qatar

INTRODUCTION

Drug-related problems (DRPs) affect the health outcomes of patients during hospitalization. We sought to analyze the clinical pharmacist-documented interventions among hospitalized patients in the cancer hospital in Qatar.

METHODS

A retrospective analysis of electronically reported clinical pharmacist interventions of patients admitted to cancer units at Hamad Medical Corporation, Qatar was conducted. Extracted data was based on an overall 3-month follow-up period; March 1-31, 2018, July 15-August 15, 2018 and January 1-31, 2019. Categorical variables were expressed as frequencies and percentages, while continuous variables were expressed as mean ± standard deviation (SD).

RESULTS

A total of 281 cancer patients with 1354 interventions were included. The average age of the study participants was 47 years (SD ± 17.36). The majority of the study population was females (n = 154, 54.80%). The prevailing pharmacist intervention was the addition of a drug therapy (n = 305, 22.53%), followed by medication discontinuation (n = 288, 21.27%) and the addition of a prophylactic agent (n = 174, 12.85%). This pattern was similar across all subgroups (i.e., gender, age, ward), except for the urgent care unit, where an increase in medication dose was the third highest frequently identified intervention (n = 3, 0.22%). The two medication groups associated with the majority of interventions were the anti-infective and fluid/electrolyte agents. Most of the interventions documented were in the oncology ward (73.19%), while the urgent care unit had the least documented interventions (1.62%).

CONCLUSIONS

Our analysis showed that clinical pharmacists can effectively identify and prevent DRPs among hospitalized cancer patients.

Is ChatGPT reliable and accurate in answering pharmacotherapy-related inquiries in both Turkish and English?

INTRODUCTION

Artificial intelligence (AI), particularly ChatGPT, is becoming more and more prevalent in the healthcare field for tasks such as disease diagnosis and medical record analysis. The objective of this study is to evaluate the proficiency and accuracy of ChatGPT in different domains of clinical pharmacy cases and queries.

METHODS

The study NAPLEX® Review Questions, 4th edition, pertaining to 10 different chronic conditions compared ChatGPT's responses to pharmacotherapy cases and questions obtained from McGraw Hill's, alongside the answers provided by the book's authors. The proportion of correct responses was collected and analyzed using the Statistical Package for the Social Sciences (SPSS) version 29.

RESULTS

When tested in English, ChatGPT had substantially higher mean scores than when tested in Turkish. The average accurate score for English and Turkish was 0.41 ± 0.49 and 0.32 ± 0.46, respectively, p = 0.18. Responses to queries beginning with "Which of the following is correct?" are considerably more precise than those beginning with "Mark all the incorrect answers?" 0.66 ± 0.47 as opposed to 0.16 ± 0.36; p = 0.01 in English language and 0.50 ± 0.50 as opposed to 0.14 ± 0.34; p < 0.05in Turkish language.

CONCLUSION

ChatGPT displayed a moderate level of accuracy while responding to English inquiries, but it displayed a slight level of accuracy when responding to Turkish inquiries, contingent upon the question format. Improving the accuracy of ChatGPT in languages other than English requires the incorporation of several components. The integration of the English version of ChatGPT into clinical practice has the potential to improve the effectiveness, precision, and standard of patient care provision by supplementing personal expertise and professional judgment. However, it is crucial to utilize technology as an adjunct and not a replacement for human decision-making and critical thinking.

[Optimal pain management for cancer patients with chronic renal failure]

The management of multimorphic cancer pain is a major supportive care in oncology, for which many national and international recommendations have recently been updated. Any cancer patient must benefit from access to supportive care from the diagnosis, throughout the entire care pathway. Chronic renal failure, from any etiology, requires special attention and constant attention to details from interdisciplinary caregivers' teams to propose the best analgesic therapeutic strategy, combining complementary and interventional approaches to treatments. Analgesic therapies, in particular opioids and antineuropathics, require specific precautions. A therapeutic alliance integrating clinical pharmacy as a supportive care in its own right, is a major asset allowing the optimization and securing of analgesic drug treatments, conditioning both their efficacy, their tolerance and therapeutic observance, in the goal of improving the patient's quality of life.

Exploring the impact of pharmacist-supported medication reviews in dementia care: experiences of general practitioners and nurses

BACKGROUND

Dementia is a major global public health challenge, and with the growing elderly population, its prevalence is expected to increase in the coming years. In Sweden, municipalities are responsible for providing special housing for the elderly (SÄBO), which offers services and care for older individuals needing specific support. SÄBO is both the person´s home and a care environment and workplace. Polypharmacy in patients with dementia is common and increases the risk of medication interactions. Involving clinical pharmacists in medication reviews has been shown to enhance medication safety and improve prescribing practices. However, the views of the standard care team involved in medication prescribing, administration, monitoring and documentation on integrating pharmacist services have received less attention. Thus, this study aims to explore how pharmacists' contributions can enhance medication safety, improve patient care efficiency, and potentially alleviate the workload of general practitioners for people with dementia living in special housing.

METHODS

This study has a descriptive qualitative study design using semi-structured interviews and qualitative content analysis. The study was conducted in a southern Swedish special housing and included nurses, assistant nurses, general practitioners (GPs), and a pharmacist. Due to the COVID-19 pandemic, interviews were conducted over the phone. The Swedish Ethical Review Authority approved the study.

RESULTS

The analysis revealed three main categories, and eleven subcategories.: (1) Integrating multidisciplinary approaches for holistic dementia care, (2) Strengthening dementia care through effective medication management and (3) Advancing dementia care through pharmacist integration and role expansion. Nurses focused on non-pharmacological treatments, while GPs emphasized the importance of medication reviews in assessing the benefits and side-effects of prescribed medication. Pharmacists were valued for their reliable medication expertise, appreciated by GPs for saving time and providing recommendations prior to consultations with individuals with dementia and their next-of-kin. Although medication reviews were considered beneficial, there was skepticism about their ability to solve all medication-related problems associated with dementia care.

CONCLUSIONS

This study highlights the critical role pharmacists play in enhancing medication safety and patient care efficiency in special housing for individuals with dementia. Despite the value of their contributions, communication barriers within healthcare teams pose significant challenges. Recognising potential pharmacist role expansion is essential to alleviate the workload of GPs and ensure effective collaborative practices for better patient outcomes.

Characterising pharmacists' interventions in chronic non-cancer pain care: a scoping review

BACKGROUND

Chronic non-cancer pain may affect up to 51% of the general population. Pharmacist interventions have shown promise in enhancing patient safety and outcomes. However, our understanding of the scope of pharmacists' interventions remains incomplete.

AIM

Our goal was to characterise pharmacists' interventions for the management of chronic non-cancer pain.

METHOD

Medline, Embase, PsycINFO via Ovid, CINAHL via EBSCO databases and the Cochrane Library were systematically searched. Abstracts and full texts were independently screened by two reviewers. Data were extracted by one reviewer, and validated by the second. Outcomes of studies were charted using the dimensions of the Initiative on Methods, Measurement, and Pain Assessment in Clinical Trials (IMMPACT).

RESULTS

Forty-eight reports were included. Interventions ensuring appropriate drug prescription occurred in 37 (79%) studies. Patient education and healthcare professional education were reported in 28 (60%) and 5 (11%) studies, respectively. Therapy monitoring occurred in 17 (36%) studies. Interventions regularly involved interprofessional collaboration. A median of 75% of reported outcome domains improved due to pharmacist interventions, especially patient disposition (adherence), medication safety and satisfaction with therapy.

CONCLUSION

Pharmacists' interventions enhanced the management of chronic non-cancer pain. Underreported outcome domains and interventions, such as medication management, merit further investigation.

Developing indicators for medication-related readmissions based on a Delphi consensus study

BACKGROUND

Medication-related readmissions challenge healthcare systems by burdening patients, increasing costs and straining resources. However, to date, there has been no consensus study on indicators for medication-related readmissions.

OBJECTIVES

This Delphi study aimed to develop a consensus-based set of indicators for detecting patients at risk of medication-related readmission.

METHODS

An expert panel of clinical pharmacists, physicians and nursing experts participated in a two-round Delphi study. In round 1, 31 indicators taken from the literature were rated for relevance on a scale from 1 to 9, with a median rating of 7 or higher suggesting relevance. The RAND/UCLA method was used to determine consensus. In round 2, indicators lacking consensus were re-rated together with a series of new indicators generated by the experts. Additional details were sought for some indicators. The main outcomes were the relevance of, consensus on, and completeness of the proposed indicators for identifying risks of 30-day medication-related readmission.

RESULTS

Thirty-eight experts participated in round 1. Consensus was found for all the indicators, with 25 included and 6 excluded. Thirty-four experts participated in round 2. Consensus was found for all 5 newly suggested indicators, and 4 were included. The expert panel prioritized the following indicators: (1) insufficient communication between different healthcare providers, (2) polypharmacy (≥7 medications), (3) low rates of medication adherence (twice-weekly mistakes or missing administration), (4) complex medication regimens (≥3 doses, ≥2 dosage forms and ≥2 administration routes per day), and (5) multimorbidity (≥3 chronic conditions). The final set comprised 29 indicators.

CONCLUSIONS

The indicator set developed for flagging potential medication-related readmissions could guide priorities for clinical pharmacy services at hospital discharge, improving patient outcomes and resource use. A validation study of these indicators is planned.

Artificial intelligence in academic writing and clinical pharmacy education: consequences and opportunities

The current academic debate on the use of artificial intelligence (AI) in research and teaching has been ongoing since the launch of ChatGPT in November 2022. It mainly focuses on ethical considerations, academic integrity, authorship and the need for new legal frameworks. Time efficiencies may allow for more critical thinking, while ease of pattern recognition across large amounts of data may promote drug discovery, better clinical decision making and guideline development with resultant consequences for patient safety. AI is also prompting a re-evaluation of the nature of learning and the purpose of education worldwide. It challenges traditional pedagogies, forcing a shift from rote learning to more critical, analytical, and creative thinking skills. Despite this opportunity to re-think education concepts for pharmacy curricula several universities around the world have banned its use. This commentary summarizes the existing debate and identifies the consequences and opportunities for clinical pharmacy research and education.

Community pharmacists' perceptions of a hospital based virtual clinical pharmacy service: Findings from qualitative research

Background

A Virtual Clinical Pharmacy Service (VCPS) was introduced in selected rural and remote NSW hospitals in 2020 to address a gap in onsite clinical pharmacy services. Follow-up research determined hospital staff and patients at these locations perceived the service as a safe, effective and efficient system for delivering clinical pharmacy services. Community pharmacists are key stakeholders in medication safety and continuity of management in these regions, however, their insight on the VCPS had not yet been sought.

Objective

To understand perspectives of community pharmacists on the implementation of VCPS in rural and remote hospitals and impacts on medication management at transitions of care.

Methods

Semi-structured interviews were conducted via videoconference with seven community pharmacists with at least three months exposure to VCPS following service implementation. Thematic analysis of transcribed interviews was conducted influenced by Appreciative Inquiry.

Results

Participants identified that the VCPS had supported and enhanced their community pharmacy practice and acknowledged its future potential. Identified themes were interaction with VCPS, acceptability of VCPS, community pharmacy workflow, and involvement in patient care. Suggested improvements included involving community pharmacists early in the implementation of the service and establishing clear expectations and procedures.

Conclusions

The experiences of community pharmacists with VCPS were positive and there was a consensus that the introduction of the service had assisted interviewees in providing medication management to patients at transition of care. The ease of communication and efficiency of the service were recognised as key factors in the success of VCPS for community pharmacists.

Comprehensive medication management (CMM): Application of a new pharmaceutical practice in onco-hematology

The integration of a large number of drugs, such as antineoplastic agents and cancer-related supportive care drugs, into the management of cancer patients exposes them to an increased number of drug-related problems (DRP). Clinical pharmacists contribute to drug management by actively intervening in detected DRP. The aim of this study is to assess the impact of the applying a clinical pharmacist-driven comprehensive medication management (CMM) service to onco-hematology patients. This prospective interventional study was carried out over six-month duration, specifically from November 06, 2022 to April 5, 2023 in the oncology and hematology departments of the EHU Oran. The adherence to treatment was evaluated using the 8-item Morisky Medication Adherence Scale (MMAS). Whereas data related to the patient's general condition and medication history was assessed using the Pharmaceutical Care Network Europe (PCNE) Classification for Drug-Related Problems V9.1. Among the 130 patients included in the study, a total of 879 DRP were identified, with a mean of 6.78 (±1.72) DRP/patient, half of which were related to efficacy (51%). Almost half of our sample (44.6%) did not adhere to their treatment. The most frequent cause of DRP, accounting for (19.9%) of the cases, was the inappropriate administration by a health professional. A total of 875 pharmaceuticals interventions (PI) were proposed, 67.2% of which were focused at the drug level. The PI acceptance rate was 94.1%. The integration of CMM services in onco-hematology played an important role in optimizing dosing regimen and treatment administration methods, as well as preventing iatropathology in the management of cancer patients.

Assessing the applicability and appropriateness of ChatGPT in answering clinical pharmacy questions

OBJECTIVES

Clinical pharmacists rely on different scientific references to ensure appropriate, safe, and cost-effective drug use. Tools based on artificial intelligence (AI) such as ChatGPT (Generative Pre-trained Transformer) could offer valuable support. The objective of this study was to assess ChatGPT's capacity to correctly respond to clinical pharmacy questions asked by healthcare professionals in our university hospital.

MATERIAL AND METHODS

ChatGPT's capacity to respond correctly to the last 100 consecutive questions recorded in our clinical pharmacy database was assessed. Questions were copied from our FileMaker Pro database and pasted into ChatGPT March 14 version online platform. The generated answers were then copied verbatim into an Excel file. Two blinded clinical pharmacists reviewed all the questions and the answers given by the software. In case of disagreements, a third blinded pharmacist intervened to decide.

RESULTS

Documentation-related issues (n=36) and drug administration mode (n=30) were preponderantly recorded. Among 69 applicable questions, the rate of correct answers varied from 30 to 57.1% depending on questions type with a global rate of 44.9%. Regarding inappropriate answers (n=38), 20 were incorrect, 18 gave no answers and 8 were incomplete with 8 answers belonging to 2 different categories. No better answers than the pharmacists were observed.

CONCLUSIONS

ChatGPT demonstrated a mitigated performance in answering clinical pharmacy questions. It should not replace human expertise as a high rate of inappropriate answers was highlighted. Future studies should focus on the optimization of ChatGPT for specific clinical pharmacy questions and explore the potential benefits and limitations of integrating this technology into clinical practice.

What is impacting clinical pharmacists' participation in an interprofessional ward round: a thematic analysis of a national survey

The ward round (WR) is an important opportunity for interprofessional interaction and communication enabling optimal patient care. Pharmacists' participation in the interprofessional WR can reduce adverse drug events and improve medication appropriateness and communication. WR participation by clinical pharmacists in Australia is currently limited. This study aims to explore what is impacting clinical pharmacists' participation in WRs in Australian hospitals. A self-administered, anonymous national survey of Australian clinical pharmacists was conducted. This study describes the outcomes from qualitative questions which were analyzed thematically in NVivo-2020 according to Braun and Clarke's techniques. Five themes were constructed: "Clinical pharmacy service structure", "Ward round structure", "Pharmacist's capabilities", "Culture" and "Value". A culture supportive of pharmacist's contribution with a consistent WR structure and flexible delivery of clinical pharmacy services enabled pharmacists' participation in WR. Being physically "absent" from the WR due to workload, workflow, and self-perception of the need for extensive clinical knowledge can limit opportunities for pharmacists to proactively contribute to medicines decision-making with physicians to improve patient care outcomes. Bidirectional communication between the interprofessional team and the pharmacist, where there is a co-construction of each individual's role in the WR facilitates consistent and inter-dependent collaborations for effective medication management.

Clinical impact of an individualised clinical pharmacy programme into the memory care pathway of older people: an observational study

BACKGROUND

In older patients, medication exposure [i.e. polypharmacy, potentially inappropriate medications (PIMs), medications with anticholinergic and/or sedative properties] is a modifiable risk factor associated with cognitive iatrogenic risk and dementia.

AIM

To assess the potential clinical impact of the implementation of an individualised clinical pharmacy programme at the initiation of the Memory care pathway in older patients with a cognitive complaint.

METHOD

This prospective observational study included older patients with high-risk of adverse drug event (HR) admitted in a French geriatric university hospital to explore the cognitive complaint or the cognitive disorder between January and November 2021. Drug-related problems (DRPs) were identified during a medication review performed in HR patients, and pharmaceutical interventions (PIs) notified in the patient's hospitalisation report were collected. The clinical impact of PIs was assessed by an expert panel (geriatricians and clinical pharmacists) using the Clinical, Economic, and Organisational (CLEO) tool.

RESULTS

Overall, 326 patients were eligible and 207 (63.5%) were considered as HR patients. Among HR patients, 88.9% (n = 184) were treated using at least 5 medications (polypharmacy), and 36.7% (n = 76) received at least one PIM with cognitive iatrogenic risk. During the medication review, 490 PIs were provided and their clinical impact was rated as minor for 57.3% (n = 281), moderate for 26.7% (n = 131), and major for 2.5% (n = 12).

CONCLUSION

The integration of clinical pharmacist secured the Memory care pathway of older patients with a cognitive complaint by identifying an important number of DRPs and PIMs with potential cognitive iatrogenic risk.

A systematic review of the impact of simulation on students' confidence in performing clinical pharmacy activities

BACKGROUND

Although confidence does not automatically imply competence, it does provide pharmacy students with a sense of empowerment to manage a pharmacotherapeutic problem independently. Among the methods used in higher education, there is growing interest in simulation.

AIM

To evaluate the impact of simulation on pharmacy students' confidence in performing clinical pharmacy activities.

METHOD

Articles that reported the use of simulation among pharmacy students with fully described outcomes about confidence were included. Studies for which it was impossible to extract data specific to pharmacy students or simulation were excluded. The search was carried out in Medline, Embase, Lissa and PsycInfo from inception to August the 31th, 2022. The results were synthesized into 4 parts: confidence in collecting information, being an expert in a procedure/pathology, counselling and communicating, and other results. The quality assessment of included studies was conducted using the Mixed Methods Appraisal Tool "MMAT" tool.

RESULTS

Among the 39 included articles, the majority were published in the last 5 years and conducted in the United States. The majority included pharmacy students in years 1 through 3 (69.2%). The most common study design was the pre-post uncontrolled design (66.7%). Studies measuring the effects of human and/or virtual simulation were mainly focused on confidence to counsel and/or communicate with patients and colleagues (n = 20). Evaluations of the effects of these types of simulation on confidence in information gathering by health professionals were also well represented (n = 16).

CONCLUSION

Simulation-based training generally yielded positive impact on improving pharmacy students' confidence in performing clinical pharmacy activities. Rigorous assessment methods and validated confidence questionnaires should be developed for future studies.

Defining quality indicators, pharmaceutical care bundles and outcomes of clinical pharmacy service delivery using a Delphi consensus approach

BACKGROUND

Clinical pharmacy quality indicators are often non-uniform and measure individual activities not linked to outcomes.

AIM

To define a consensus agreed pharmaceutical care bundle and patient outcome measures across an entire state health service.

METHOD

A four-round modified-Delphi approach with state Directors of Pharmacy was performed (n = 25). They were asked to rate on a 5-point Likert scale the relevance and measurability of 32 inpatient clinical pharmacy quality indicators and outcome measures. They also ranked clinical pharmacy activities in order from perceived most to least beneficial. Based upon these results, pharmaceutical care bundles consisting of multiple clinical pharmacy activities were formed, and relevance and measurability assessed.

RESULTS

Response rate ranged from 40 to 60%. Twenty-six individual clinical pharmacy quality indicators reached consensus. The top ranked clinical pharmacy quality indicator was 'proportion of patients where a pharmacist documents an accurate list of medicines during admission'. There were nine pharmaceutical care bundles formed consisting between 3 and 7 activities. Only one pharmaceutical care bundle reached consensus: medication history, adverse drug reaction/allergy documentation, admission and discharge medication reconciliation, medication review, provision of medicines education and provision of a medication list on discharge. Sixteen outcome measures reached consensus. The top ranked were hospital acquired complications, readmission due to medication misadventure and unplanned readmission within 10 days.

CONCLUSION

Consensus has been reached on one pharmaceutical care bundle and sixteen outcomes to monitor clinical pharmacy service delivery. The next step is to measure the extent of pharmaceutical care bundle delivery and the link to patient outcomes.

Leveraging code-free deep learning for pill recognition in clinical settings: A multicenter, real-world study of performance across multiple platforms

BACKGROUND

Preventable patient harm, particularly medication errors, represent significant challenges in healthcare settings. Dispensing the wrong medication is often associated with mix-up of lookalike and soundalike drugs in high workload environments. Replacing manual dispensing with automated unit dose and medication dispensing systems to reduce medication errors is not always feasible in clinical facilities experiencing high patient turn-around or frequent dose changes. Artificial intelligence (AI) based pill recognition tools and smartphone applications could potentially aid healthcare workers in identifying pills in situations where more advanced dispensing systems are not implemented.

OBJECTIVE

Most of the published research on pill recognition focuses on theoretical aspects of model development using traditional coding and deep learning methods. The use of code-free deep learning (CFDL) as a practical alternative for accessible model development, and implementation of such models in tools intended to aid decision making in clinical settings, remains largely unexplored. In this study, we sought to address this gap in existing literature by investigating whether CFDL is a viable approach for developing pill recognition models using a custom dataset, followed by a thorough evaluation of the model across various deployment scenarios, and in multicenter clinical settings. Furthermore, we aimed to highlight challenges and propose solutions to achieve optimal performance and real-world applicability of pill recognition models, including when deployed on smartphone applications.

METHODS

A pill recognition model was developed utilizing Microsoft Azure Custom Vision platform and a large custom training dataset of 26,880 images captured from the top 30 most dispensed solid oral dosage forms (SODFs) at the three participating hospitals. A comprehensive internal and external testing strategy was devised, model's performance was investigated through the online API, and offline using exported TensorFlow Lite model running on a Windows PC and on Android, using a tailor-made testing smartphone application. Additionally, model's calibration, degree of reliance on color features and device dependency was thoroughly evaluated. Real-world performance was assessed using images captured by hospital pharmacists at three participating clinical centers.

RESULTS

The pill recognition model showed high performance in Microsoft Azure Custom Vision platform with 98.7 % precision, 95.1 % recall, and 98.2 % mean average precision (mAP), with thresholds set to 50 %. During internal testing utilizing the online API, the model reached 93.7 % precision, 88.96 % recall, 90.81 % F1-score and 87.35 % mAP. Testing the offline TensorFlow Lite model on Windows PC showed a slight performance reduction, with 91.16 % precision, 83.82 % recall, 86.18 % F1-score and 82.55 % mAP. Performance of the model running offline on the Android application was further reduced to 86.50 % precision, 75.00 % recall, 77.83 % F1-score and 69.24 % mAP. During external clinical testing through the online API an overall precision of 83.10 %, recall of 71.39 %, and F1-score of 75.76 % was achieved.

CONCLUSION

Our study demonstrates that using a CFDL approach is a feasible and cost-effective method for developing AI-based pill recognition systems. Despite the limitations encountered, our model performed well, particularly when accessed through the online API. The use of CFDL facilitates interdisciplinary collaboration, resulting in human-centered AI models with enhanced real-world applicability. We suggest that rather than striving to build a universally applicable pill recognition system, models should be tailored to the medications in a regional formulary or needs of a specific clinic, which can in turn lead to improved performance in real-world deployment in these locations. Parallel to focusing on model development, it is crucial to employ a human centered approach by training the end users on how to properly interact with the AI based system to maximize benefits. Future research is needed on refining pill recognition models for broader adaptability. This includes investigating image pre-processing and optimization techniques to enhance offline performance and operation on handheld devices. Moreover, future studies should explore methods to overcome limitations of CFDL development to enhance the robustness of models and reduce overfitting. Collaborative efforts between researchers in this domain and sharing of best practices are vital to improve pill recognition systems, ultimately enhancing patient safety and healthcare outcomes.

Writing a manuscript for publication in a peer-reviewed scientific journal: Guidance from the European Society of Clinical Pharmacy

Publishing in reputable peer-reviewed journals is an integral step of the clinical pharmacy research process, allowing for knowledge transfer and advancement in clinical pharmacy practice. Writing a manuscript for publication in a journal requires several careful considerations to ensure that research findings are communicated to the satisfaction of editors and reviewers, and effectively to the readers. This commentary provides a summary of the main points to consider, outlining how to: (1) select a suitable journal, (2) tailor the manuscript for the journal readership, (3) organise the content of the manuscript in line with the journal's guidelines, and (4) manage feedback from the peer review process. This commentary reviews the steps of the writing process, identifies common pitfalls, and proposes ways to overcome them. It aims to assist both novice and established researchers in the field of clinical pharmacy to enhance the quality of writing in a research paper to maximise impact.

Financial impact of medication reviews by clinical pharmacists to reduce in-hospital adverse drug events: a return-on-investment analysis

BACKGROUND

Adverse drug events contribute to rising health care costs. Clinical pharmacists can reduce their risks by identifying and solving drug-related problems (DRPs) through medication review.

AIM

To develop an economic model to determine whether medication reviews performed by clinical pharmacists could lead to a reduction in health care costs associated with the prevention of potential adverse drug events.

METHOD

Two pharmacists performed medication reviews during ward rounds in an internal medicine setting over one year. Avoided costs were estimated by monetizing five categories of DRPs (improper drug selection, drug interactions, untreated indications, inadequate dosages, and drug use without an indication). An expert panel assessed potential adverse drug events and their probabilities of occurrence for 20 randomly selected DRPs in each category. The costs of adverse drug events were extracted from internal hospital financial data. A partial economic study from a hospital perspective then estimated the annual costs avoided by resolving DRPs identified by 3 part-time clinical pharmacists (0.9 full-time equivalent) from 2019 to 2020. The return on investment (ROI) of medication review was calculated.

RESULTS

The estimated annual avoided costs associated with the potential adverse drug events induced by 676 DRPs detected was € 304,170. The cost of a 0.9 full-time equivalent clinical pharmacist was € 112,408. Extrapolated to 1 full-time equivalent, the annual net savings was € 213,069 or an ROI of 1-1.71. Sensitivity analyses showed that the economic model was robust.

CONCLUSION

This economic model revealed the positive financial impact and favorable return on investment of a medication review intervention performed by clinical pharmacists. These findings should encourage the future deployment of a pharmacist-led adverse drug events prevention program.

Effectiveness of clinical pharmacist interventions in optimizing pharmacotherapy for somatic comorbidities in serious mental illness: A clinical audit

Background

Clinical pharmacists significantly improve pharmacotherapy outcomes. Patients with serious mental illness (SMI) represent a group particularly vulnerable to medication mismanagement, potentially benefiting from pharmaceutical care targeting medication appropriateness.

Objective

This study aimed to assess the prevalence of inappropriate medication for somatic comorbidities in SMI patients and to evaluate the impact of clinical pharmacist-led interventions.

Methods

A pre-post intervention audit involving clinical pharmacist intervention was conducted on SMI patients with somatic comorbidities in a psychiatric clinic in Greece. A comprehensive medication review was undertaken by a clinical pharmacist. The Medicines Appropriateness Index (MAI) and Assessment of Underutilization of medication (AOU) instruments were used to gauge pharmacotherapy appropriateness before and after intervention. Physician acceptance rates and clinical significance were also noted. Statistical analysis employed descriptive and inferential methods, with a significance level set at α = 0.05.

Results

A total of 58 patients were reviewed. Most patients (75.86%) were being inappropriately treated at baseline, versus 15.52% post-intervention. The pharmacist proposed 107 interventions of which 104 (97.2%) were physician-accepted. Changes in MAI and AOU identified improved medication appropriateness post-intervention [χ2 = 33.029, p < 0.005]. Pharmacist interventions resulted in more (52.1%, n = 25), less (16.7%, n = 8) and no changes (31.2%, n = 15) in the total number of prescribed medicines [median difference:1, p < 0.005]. From 49 medication initiation recommendations, the most prescribed medicines were statins for primary or secondary prevention (n = 21, 42.8%), aspirin for primary or secondary prevention (n = 9, 18.36%) and metformin (n = 4, 8.2%).

Conclusion

SMI patients had a high prevalence of physical comorbidities, mainly cardiovascular disease, and a high ratio of inappropriate medication treatment. Intervention by a clinical pharmacist significantly improved medication appropriateness and led to the adoption of a new standard of care, to be checked with re-auditing.

Role of the clinical radiopharmacist in patient safety during myocardial perfusion imaging with vasodilator stress agents

AIM

To assess the radiopharmacist's role in a multidisciplinary team focused on the contraindications of regadenoson in order to ensure the safe use of pharmacologic vasodilator stress agents in patients undergoing SPECT-MPI.

METHODS

We ambispectively studied its safe use in 1905 patients (54.1% female, mean age: 66.6±11.7 years, range: 20-95 years). Sex, age, medical history, medications, drug allergies, and contraindications for stress testing were registered together with recommendations for the nuclear physician in charge.

RESULTS

Detected contraindications and corresponding recommendations were as follows: risk factors for QTc interval prolongation 7.5% - measurement of QTc interval previously to test and monitor ECG; prior stroke or TIA 4.2% - consider carotid stenosis assessment; salicylates/sulfonamides allergy 3.1% - use 99mTc-sestamibi; epilepsy or risk factors for seizures 2.4% - use of adenosine or reconsider test indication; systemic corticosteroid therapy for severe COPD 1.3% - reassessment of patient's condition; acute exacerbation of COPD 0.8% - defer test until acute episode is over; severe asthma 0.4% - do not perform test; methylxanthine ingestion 0.3% - avoid consumption previously; other 6.1% - evaluation of other contraindications. No contraindications were detected in 73.6% of patients. The test was canceled due to absolute contraindications in 2.9% of the requests.

CONCLUSIONS

Working in a systematic way, the radiopharmacist was able to detect a high number of issues related to regadenoson, with one out of four patients presenting some clinical contraindication. The recommendations given by the radiopharmacist were well accepted by the nuclear physicians who changed their approach contributing to increase the safety of patients referred for MPI.

Assessment of clinical pharmacist interventions using a web-based application in a Saudi Arabian Tertiary Hospital

Objectives

Medication-related problems are a top concern of clinical pharmacists. Medication-related problems can cause patient harm and increase the number of visits, hospital admissions, and length of hospital stay. The objective was to assess clinical pharmacy medication-related problem-related interventions in a tertiary care setting.

Methods

A retrospective cohort study was conducted at King Fahad Armed Forces Hospital in Jeddah (Saudi Arabia) between June 2021 and June 2022. The data were extracted monthly from a new web-based Microsoft Excel application documenting medication-related problems during any stage of the medication use process.

Results

A total of 5310 medication-related problem-related interventions in 1494 patients were performed. The departments associated with the highest frequency of medication-related problem-related interventions were the critical care unit (26.9%), intensive care unit (23.8%), anticoagulation clinic (17.1%), medical ward (11.3%), and nephrology unit (6.8%). The most common type of medication-related problem-related interventions included inappropriate dosage regimens (25.6%), monitoring drug effect or therapeutic drug monitoring (24.4%), requirement of additional drug therapy (21.9%), and inappropriate drug selection (14.1%). The proposed interventions were accepted by physicians in 97% of the incidents. The most frequent medication classes associated with medication-related problem-related interventions were cardiovascular agents (47.6%), antimicrobial agents (27.2%), and nutrition and blood substitute agents (11.4%). The most frequent medication groups associated with medication-related problem-related interventions were anticoagulants (25.6%) and antibiotics (25.2%).

Conclusions

The current findings characterize the medication-related problem-related interventions addressed in clinical pharmacy at a tertiary care setting. The high rate of physician acceptance emphasizes the integral patient safety role of clinical pharmacy services.

Development and partial validation of Be-CLIPSS: a classification system for hospital clinical pharmacy activities

BACKGROUND

Documentation of drug related problems (DRPs) and pharmaceutical interventions (PIs) is essential for an objective evaluation of the pharmacist's contribution to pharmacotherapy. However, in Belgium, a nationally used classification system is not available, prohibiting structured and uniform documentation of DRPs and PIs.

AIM

To develop and validate a national classification system for in-hospital clinical pharmacy activities, based on literature and field experience, specifically intended for routine registration.

METHOD

Based on a literature review, a survey among Belgian hospital pharmacists and a stakeholder focus group, a first version of Be-CLIPSS (Belgian CLInical Pharmacy claSsification System) was developed. Inter-rater reliability of the DRPs and PIs was assessed. Additionally, its usability was reviewed. The system was further refined, followed by a second validation.

RESULTS

Both the survey and focus group discussion revealed little use of validated DRP and PI classification systems in Belgium, although these were considered highly desirable if practical and minimally time-consuming. The final classification system encompassed seven clinical pharmacy activities, grouped into four activity classes. The inter-rater reliability for the second activity class was substantial for the DRPs (κ = 0.737) and almost perfect for the PIs (κ = 0.872). The interpretability (86.4%), user-friendliness (61.4%), user satisfaction (84.1%), interest for use in daily practice (68.2%) and difficulty in correctly classifying the DRP and PI (31.8%) were assessed.

CONCLUSION

Be-CLIPSS, a newly developed and partially validated classification system for DRPs and PIs, was found to be user-friendly, with a good interpretability and user satisfaction, resulting in a high interest for use in daily practice.

Scope, content and quality of clinical pharmacy practice guidelines: a systematic review

BACKGROUND

Guidelines for pharmacy practitioners regarding various clinical pharmacy activities have been published in a number of countries. There is a need to review the guidelines and identify the scope of activities covered as a prelude to developing internationally acceptable common guidelines.

AIM

To review the scope of clinical pharmacy guidelines and assess the extent to which these guidelines conform to quality standards as per the AGREE II instrument.

METHOD

Medline, Embase, Guideline Central, International Pharmaceutical Abstracts, Google Scholar and Google (for grey literature) were searched for the period 2010 to January 2023. Guidelines which focused on any health care setting and any clinical pharmacy activity were included. Data were extracted and quality assessed independently by two reviewers using the English version of the AGREE II instrument.

RESULTS

Thirty-eight guidelines were included, mostly originating from Australia (n = 10), Ireland (n = 8), UK (n = 7) and USA (n = 5). Areas covered included medication reconciliation, medicines optimisation, medication management and transition of care. As per the AGREE II assessment, the highest score was obtained for the scope and purpose domain and the lowest score for rigour of development, mainly due to non-consideration of literature/evidence to inform guideline development.

CONCLUSION

Clinical pharmacy guidelines development processes need to focus on all quality domains and should take a systematic approach to guideline development. Guidelines need to further emphasise person-centred care and clinical communication. There is a scope to harmonise the guidelines internationally considering the diverse practices, standards and legislations across different geographies.