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Examining how customers perceive community pharmacies based on Google maps reviews: Multivariable and sentiment analysis 根据谷歌地图上的评论研究顾客对社区药房的看法:多变量和情感分析
IF 1.8 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2024-09-01 DOI: 10.1016/j.rcsop.2024.100498
Yahya Ali Laghbi , Mohammed Al Dhoayan

Objective

This study aims to understand customer perceptions of community pharmacies utilizing publicly available data from Google Maps platform.

Materials and methods

Python was used to scrape data with Google Maps APIs. As a result, 17,237 reviews were collected from 512 pharmacies distributed over Riyadh city, Saudi Arabia. Logistic regression was conducted to test the relationships between multiple variables and the given score. In addition, sentiment analysis using VADER (Valence Aware Dictionary for Sentiment Reasoning) model was conducted on written reviews, followed by cross-tabulation and chi-square tests.

Results

The Logistic regression model implies that a unit increase in the Pharmacy score enhances the odds of attaining a higher score by approximately 3.734 times. The Mann–Whitney U test showed that a notable and statistically significant difference between “written reviews” and “unwritten reviews” (U = 39,928,072.5, p < 0.001). The Pearson chi-square test generated a value of 2991.315 with 8 degrees of freedom, leading to a p value of 0.000.

Discussion

Our study found that the willingness of reviewers to write reviews depends on their perception. This study provides a descriptive analysis of conducted sentiment analysis using VADAR. The chi-square test indicates a significant relationship between rating scores and review sentiments.

Conclusion

This study offers valuable findings on customer perception of community pharmacies using a new source of data.

本研究旨在利用谷歌地图平台的公开数据了解顾客对社区药房的看法。结果,从分布在沙特阿拉伯利雅得市的 512 家药店收集到 17,237 条评论。采用逻辑回归法测试多个变量与给定分数之间的关系。此外,还使用 VADER(情感推理词典)模型对书面评论进行了情感分析,随后进行了交叉分析和卡方检验。 结果逻辑回归模型表明,药店得分每增加一个单位,获得更高分数的几率就会增加约 3.734 倍。Mann-Whitney U 检验表明,"书面评论 "与 "非书面评论 "之间存在显著的统计学差异(U = 39,928,072.5, p <0.001)。我们的研究发现,评论者撰写评论的意愿取决于他们的认知。本研究对使用 VADAR 进行的情感分析进行了描述性分析。卡方检验表明,评分与评论情感之间存在显著关系。
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引用次数: 0
Exploring the impact of subjective well-being on medication adherence: A cross-sectional study among individuals with multiple chronic diseases 探索主观幸福感对坚持服药的影响:一项针对多种慢性病患者的横断面研究
IF 1.8 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2024-09-01 DOI: 10.1016/j.rcsop.2024.100496
Mohamad Ismail , Mayssah El-Nayal , Souraya Domiati

Background

Medication non-adherence is a significant barrier to optimal treatment goals. The study explores the association between subjective well-being (SWB) and medication adherence among Lebanese individuals with multiple chronic diseases and identifies additional factors that may influence adherence in this population.

Methods

An exploratory, cross-sectional study was conducted for three months at six community pharmacies. Adherence was assessed using the Adherence to Refills and Medication Scale Arabic Lebanese Version (ARMS-A). The SWB was measured using the Arabic Scale of Happiness (ASH), Love of Life Scale (LLS), Arab Hope Scale (AHS), and Satisfaction with Life Scale (SWLS). Spearmen's Rho correlation analyzed the association between ARMS-A and SWB constructs. Binary logistic regression identified predictors of adherence among individuals with chronic diseases and on multiple chronic medications.

Results

Of 400 participants, 106 (26.5 %) with a 95 % CI, 0.22–0.31, were adherent. Lower medication adherence (reflected in higher ARMS-A scores) was associated with lower SWB (p = 0.01). Multivariate analysis showed that lower education (OR = 2.21, 95 % CI, 1.01–4.81), lack of a specific diet (OR = 1.64, 95 % CI, 1.01–2.69), and frequent hospital and/or emergency visits (OR = 3.29, 95 % CI, 1.75–6.17 for 2 visits; OR = 2.71, 95 % CI, 1.43–5.14 for ≥3 visits) significantly increased the odds of non-adherence to chronic treatment. However, higher income (OR = 0.06, 95 % CI, 0.01–0.38), healthcare provider occupation (OR = 0.42, 95 % CI, 0.21–0.48), and having diabetes mellitus (OR = 0.59, 95 % CI, 0.36–0.96) correlated with better adherence.

Conclusion

A significant portion of participants failed to adhere to their prescribed chronic medications, influenced by multicomplex socioeconomic, psychological, and health-related factors. These findings demonstrate the need for culturally-tailored, pharmacist-led interventions to improve medication adherence and overall health outcomes.

背景不坚持用药是实现最佳治疗目标的一大障碍。本研究探讨了患有多种慢性病的黎巴嫩人的主观幸福感(SWB)与坚持用药之间的关系,并确定了可能影响该人群坚持用药的其他因素。方法在六家社区药房进行了为期三个月的探索性横断面研究。采用 "续药和用药依从性量表阿拉伯语黎巴嫩版"(ARMS-A)对依从性进行评估。采用阿拉伯幸福量表 (ASH)、热爱生活量表 (LLS)、阿拉伯希望量表 (AHS) 和生活满意度量表 (SWLS) 对 SWB 进行测量。Spearmen's Rho 相关性分析了 ARMS-A 和 SWB 结构之间的关联。二元逻辑回归确定了慢性病患者和服用多种慢性药物者坚持用药的预测因素。结果 在 400 名参与者中,106 人(26.5%)坚持用药,95 % CI 为 0.22-0.31。用药依从性较低(体现为 ARMS-A 评分较高)与 SWB 较低有关(p = 0.01)。多变量分析表明,教育程度较低(OR = 2.21,95 % CI,1.01-4.81)、缺乏特定饮食(OR = 1.64,95 % CI,1.01-2.69)、频繁去医院和/或急诊(2 次就诊 OR = 3.29,95 % CI,1.75-6.17;≥3 次就诊 OR = 2.71,95 % CI,1.43-5.14)会显著增加不坚持慢性病治疗的几率。然而,较高的收入(OR = 0.06,95 % CI,0.01-0.38)、医疗保健提供者职业(OR = 0.42,95 % CI,0.21-0.48)和患有糖尿病(OR = 0.59,95 % CI,0.36-0.96)与较好的依从性相关。这些研究结果表明,有必要在药剂师的指导下采取符合当地文化的干预措施,以提高服药依从性和整体健康水平。
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引用次数: 0
Understanding antibiotic purchasing practices in community pharmacies: A potential driver of emerging antimicrobial resistance 了解社区药房的抗生素采购行为:新出现的抗菌药耐药性的潜在驱动因素
IF 1.8 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2024-09-01 DOI: 10.1016/j.rcsop.2024.100485
Abdullah Al Masud , Ramesh Lahiru Walpola , Malabika Sarker , Alamgir Kabir , Muhammad Asaduzzaman , Md Saiful Islam , Ayesha Tasnim Mostafa , Zubair Akhtar , Mrittika Barua , Holly Seale

Introduction

Antimicrobial resistance (AMR), a transboundary health issue, critically impacting low- and middle-income countries (LMICs) where 80% of antibiotics are used in the community, with 20–50% being inappropriate. Southeast-Asia, including Bangladesh, faces heightened AMR risk due to suboptimal healthcare standard and unregulated antibiotic sales. This study aimed to audit antibiotic dispensing patterns from community pharmacies, identifying factors influencing purchasing behaviors.

Methods

A cross-sectional survey of 385 antibiotic customers and structured observations of 1000 pharmacy dispensing events were conducted in four urban and rural areas in Bangladesh. Descriptive analysis defined antibiotic use, while Poisson regression examined how patients' demographics and health symptoms influenced prescription behaviors.

Results

Among 1000 observed medicine dispensing events, 25.9% were antibiotics. Commonly purchased antibiotics included macrolides (22.8%), third-generation-cephalosporins (20.8%), and second-generation-cephalosporins (16.9%). Following WHO-AWaRe classifications, 73.5% of antibiotics were categorized as Watch, and 23.1% as Access. From the survey, 56.6% antibiotics were purchased without a prescription from drug-sellers and informal healthcare providers, primarily for “non-severe” health-symptoms such as upper-respiratory-tract infections (37.4%), fever (31.7%), uncomplicated skin infections (20%), gastrointestinal-infections (11.2%), and urinary-tract infections (7.9%). The likelihood of presenting a prescription while purchasing antibiotics was 27% lower for individuals aged 6–59 compared to those ≤5 or ≥ 60. Lower-respiratory-tract infections and enteric-fever had higher prescription rates, with adjusted prevalence ratios of 1.78 (95% CI: 1.04, 3.03) and 1.87 (95% CI: 1.07, 3.29), respectively. After adjusting for confounders, sex, urban-rural locations, income, education, and number of health-symptoms exhibited no significant influence on prescription likelihood.

Conclusion

This study underscores unregulated antibiotic sales without prescriptions, urging tailored interventions considering prevailing health-seeking practices in diverse healthcare settings in LMICs. Enforcing prescription-only regulations is hindered by easy access through community pharmacies and conflicts of interest. Future strategies should consider how stewardship impacts the financial interests of pharmacy personnel in settings lacking clear authority to ensure optimal compliance.

导言抗菌素耐药性(AMR)是一个跨国界的健康问题,严重影响着中低收入国家(LMICs),这些国家 80% 的抗生素在社区使用,其中 20-50% 的抗生素是不适当的。包括孟加拉国在内的东南亚国家由于医疗保健标准不完善和抗生素销售不规范,面临着更高的 AMR 风险。本研究旨在对社区药房的抗生素配药模式进行审计,找出影响购买行为的因素。研究方法在孟加拉国的四个城市和农村地区对 385 名抗生素顾客进行了横断面调查,并对 1000 次药房配药活动进行了结构性观察。描述性分析界定了抗生素的使用情况,泊松回归分析了患者的人口统计学特征和健康症状对处方行为的影响。常见的抗生素包括大环内酯类(22.8%)、第三代头孢菌素类(20.8%)和第二代头孢菌素类(16.9%)。根据世界卫生组织-世界卫生大会(WHO-AWaRe)的分类,73.5%的抗生素被归类为 Watch 类,23.1%被归类为 Access 类。调查显示,56.6%的抗生素是在没有处方的情况下从药贩和非正规医疗机构购买的,主要用于治疗 "非严重 "健康症状,如上呼吸道感染(37.4%)、发烧(31.7%)、无并发症皮肤感染(20%)、胃肠道感染(11.2%)和泌尿道感染(7.9%)。与≤5 岁或≥60 岁的人相比,6-59 岁的人在购买抗生素时出示处方的可能性要低 27%。下呼吸道感染和肠道热的处方率较高,调整后的流行率分别为 1.78(95% CI:1.04, 3.03)和 1.87(95% CI:1.07, 3.29)。在对混杂因素进行调整后,性别、城市-农村地区、收入、教育程度和健康症状数量对处方可能性无显著影响。社区药房的便利性和利益冲突阻碍了只凭处方的法规的执行。未来的策略应考虑在缺乏明确权力以确保最佳合规性的情况下,监管如何影响药剂人员的经济利益。
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引用次数: 0
The evaluation of an osteoporosis medication management service in community pharmacy, a cohort study 社区药房骨质疏松症药物管理服务的评估:一项队列研究
IF 1.8 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2024-09-01 DOI: 10.1016/j.rcsop.2024.100488
Jonathan Phuong , Sunny Manon , Rebekah Moles , Deborah Mason , Carol Vleeskens , Fatima Rezae , Christopher White , Jacqueline Center , Stephen Carter

Background: Effective treatment of osteoporosis is hindered by poor adherence and lack of persistence with medical therapy. Interventions can be designed to elicit and address patients' concerns about side effects and promote self-management. Objective(s): The aim was to develop and evaluate the impact of a community pharmacy-based medication management intervention on patients' adherence to osteoporosis medicines using both objective and subjective measures of adherence. Secondary aims were to report the proportion of patients that had been referred to their General Practitioner (GP) for assistance with osteoporosis management, and to measure patients' experiences with the service. Methods: This study used a cohort design. Community pharmacy dispensing data were obtained as an objective measure of adherence. Self-reported beliefs about medicines (Beliefs about Medicines Questionnaire) and self-reported adherence (Medication Adherence Reporting Scale 5) were also collected. Data were collected and compared between baseline, 4 weeks after intervention, and endpoint (approximately a year after intervention). Analysis of correlations between measures was also conducted. GP referral percentage and perceived service quality scale (pSQS-SF6) was obtained. Results: Pharmacists and support staff from 26 Australian community pharmacies were recruited and trained to implement the service, and 107 patients were recruited. Of these, 71 were available for follow-up interviews by research team at 4 weeks, and 54 at the endpoint. No changes were found in pre-post analysis for the objective or self-reported measures of adherence. Patients' concerns about osteoporosis medicines were lower at 4 weeks and at the study endpoint compared to baseline. Uptake of pharmacists' referrals to patients' GPs was 48.1% by 4 weeks. Patient experience was rated highly (median pSQS-SF6 = 6.5/7). Conclusions: This study demonstrates the potential of community pharmacy interventions designed to optimize medication adherence by eliciting patients' thoughts and feelings about using osteoporosis medicines and addressing them using motivational interview techniques.

背景:骨质疏松症的有效治疗因患者对药物治疗的依从性差和缺乏持久性而受到阻碍。可以设计干预措施来激发和解决患者对副作用的担忧,并促进自我管理。研究目的目的是利用客观和主观的依从性测量方法,开发和评估基于社区药房的药物管理干预措施对患者坚持骨质疏松症药物治疗的影响。次要目的是报告转诊至全科医生(GP)寻求骨质疏松症管理帮助的患者比例,并衡量患者对该服务的体验。研究方法本研究采用队列设计。获得了社区药房的配药数据,作为衡量患者是否坚持用药的客观指标。此外,还收集了患者自我报告的用药信念(用药信念问卷)和自我报告的依从性(用药依从性报告量表 5)。收集并比较了基线、干预后 4 周和终点(干预后约一年)的数据。此外,还对各项指标之间的相关性进行了分析。此外,还获得了全科医生转诊比例和服务质量感知量表(pSQS-SF6)。结果招募并培训了 26 家澳大利亚社区药房的药剂师和辅助人员来实施这项服务,并招募了 107 名患者。其中 71 人在 4 周后接受了研究小组的随访,54 人在终点接受了随访。事后分析发现,客观或自我报告的依从性衡量标准均未发生变化。与基线相比,患者在4周时和研究终点时对骨质疏松症药物的担忧程度较低。到 4 周时,48.1% 的患者接受了药剂师向全科医生的转介。患者的体验评分很高(pSQS-SF6 中位数 = 6.5/7)。结论:这项研究证明了社区药房干预的潜力,社区药房干预旨在通过激发患者使用骨质疏松症药物的想法和感受,并利用动机访谈技术解决这些问题,从而优化患者的用药依从性。
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引用次数: 0
Validation of Autism Stigma Knowledge – Questionnaire (ASK-Q) for Brazilian Portuguese 自闭症耻辱感知识问卷(ASK-Q)巴西葡萄牙语验证
IF 1.8 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2024-09-01 DOI: 10.1016/j.rcsop.2024.100495
Paulo Vítor Schultz , Bárbara Brambila-Manso , Larissa Couto-Rosa , Kérilin Stancine Santos Rocha , Dyego Carlos Souza Anacleto de Araújo , Lorena Rocha Ayres , Genival Araujo dos Santos Júnior

Background

Low levels of knowledge among health professionals about autism spectrum disorders (ASD) can impair the care provided to people with autism. In Brazil, there are still no validated instruments that assess the knowledge of pharmacy students and pharmacists regarding ASD.

Objective

This study aimed to carry out the cross-cultural adaptation of the Autism Stigma Knowledge Questionnaire (ASK-Q) into Brazilian Portuguese and to evaluate the evidence of content validity.

Methods

This study was conducted in two stages, as recommended in the literature. Stage 1 corresponded to cross-cultural adaptation carried out in six phases (translation of the ASK-Q, synthesis of the translations, evaluation by a committee of experts, evaluation by the target audience of pharmacy students and pharmacists, reverse translation, and evaluation by the author of the original instrument). Step 2 corresponds to the assessment of content validity evidence.

Results

The instrument presented semantic, idiomatic, conceptual, and cultural equivalences, and the author considered the adaptation adequate. Content validity had an adequate coefficient (0.89). The ASK-Q was cross-culturally adapted to the Brazilian context according to the main theoretical framework.

Conclusions

Future studies will be conducted to evaluate other evidence for the validity of the ASK-Q-Brasil. These studies will be fundamental in assessing knowledge about ASD.

背景医疗专业人员对自闭症谱系障碍(ASD)的了解程度较低,会影响为自闭症患者提供的医疗服务。本研究旨在将自闭症耻辱感知识问卷(ASK-Q)跨文化改编为巴西葡萄牙语,并评估其内容有效性的证据。方法根据文献建议,本研究分两个阶段进行。第 1 步为跨文化改编,分六个阶段进行(ASK-Q 的翻译、译文的合成、专家委员会的评估、目标受众(药学学生和药剂师)的评估、反向翻译以及原始工具作者的评估)。第 2 步是评估内容效度证据。结果该工具在语义、习惯用语、概念和文化方面都具有等效性,作者认为改编是适当的。内容效度系数为 0.89。根据主要的理论框架,ASK-Q 在巴西进行了跨文化改编。结论今后将开展研究,以评估 ASK-Q-Brasil 有效性的其他证据。这些研究对于评估有关 ASD 的知识至关重要。
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引用次数: 0
Performance, interpersonal relationships and professional satisfaction: determinants to support pharmaceutical reengineering 绩效、人际关系和职业满意度:支持制药业再造的决定因素
IF 1.8 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-22 DOI: 10.1016/j.rcsop.2024.100497
Fernando de Castro Araújo-Neto, Aline Santana Dosea, Divaldo Pereira de Lyra-Jr.

Professionalism represents the ethical contract that binds professionals and society. Its technical aspects, such as the professional practice model, form the foundation for attitudinal and behavioral characteristics, including the fiduciary relationship between pharmacists and patients. Despite significant interest in the topic, contextualizing professionalism proves to be a challenging endeavor, relying on collaboration among formal leaders, academics, and practitioners in the field. Consequently, defining, understanding, teaching, and evaluating pharmaceutical professionalism contribute to shape societal perceptions and the understanding of pharmacists and students, who may occasionally struggle to grasp the underlying rationale behind professional practices. Moreover, contextualizing professionalism entails addressing various challenges, such as fostering support for professionalism and its adaptation, which encompasses pharmacists' performance across diverse clinical services, their interpersonal interactions with patients, families, communities, and fellow healthcare professionals, as well as personal job satisfaction amidst obstacles as job insecurity, ethical dilemmas, and compromised autonomy.

职业精神代表着约束专业人员和社会的道德契约。其技术层面,如专业实践模式,构成了态度和行为特征的基础,包括药剂师与患者之间的信托关系。尽管人们对这一主题兴趣浓厚,但事实证明,将专业精神融入背景是一项具有挑战性的工作,需要该领域的正式领导者、学者和从业人员通力合作。因此,定义、理解、教授和评估医药职业精神有助于形成社会观念,也有助于药剂师和学生的理解,他们有时可能难以掌握职业实践背后的基本原理。此外,将专业精神融入环境需要应对各种挑战,例如促进对专业精神的支持和适应,这包括药剂师在不同临床服务中的表现,他们与患者、家庭、社区和其他医疗保健专业人员的人际互动,以及在工作不稳定、道德困境和自主性受损等障碍中的个人工作满意度。
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引用次数: 0
Nonsteroidal anti-inflammatory drug use by patients: Impact of modular educational training on pharmacists' questioning, counselling and risk assessments 患者使用非甾体抗炎药:模块化教育培训对药剂师提问、咨询和风险评估的影响
IF 1.8 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-20 DOI: 10.1016/j.rcsop.2024.100494
Segun Johnson Showande, Tolulope Eunice Akinbode

Background

Nonsteroidal anti-inflammatory drugs (NSAIDs)-related morbidity and mortality can be reduced through medication counselling and risk reduction.

Objectives

This study evaluated the impact of short online modular NSAID training on the type and quality of questions asked, risk factors assessed, and counselling offered by community pharmacists to NSAID users.

Methods

A cross-sectional questionnaire-guided survey conducted in Ibadan, Nigeria, among 87 pharmacists evaluated the frequency of counselling, NSAID risk factor assessment and barriers to risk assessment. Additionally, a before-and-after RCT was used to evaluate the impact of short online modular NSAID training for the intervention group (IG) on the type and quality of the questions asked, counselling provided, and risk assessed by the pharmacists. Eight standardised patients, aged 25–43 years, four at pre- and postintervention, presented four standardised scenarios at community pharmacies [IG, n = 22, control group (CG, n = 30)] to assess these outcomes. The quality of each outcome (questions asked, counselling offered and risk assessed) was classified as poor (0–≤20%), fair (>20–≤40%), moderate (>40 – ≤60%), or optimal (>60–100%). The data are presented with descriptive statistics.

Results

The community pharmacists reported counselling patients on NSAID precautions (80–86%) and dosages (51–69%). Gastrointestinal bleeding risk was assessed by 61–89% of the pharmacists, and time constraints (39–42%) and patient impatience (47–75%) were some barriers to risk assessment. Online modular educational intervention significantly improved the types and quality of questions asked by pharmacists (CG: poor to fair, 16%–21%; IG: poor to moderate, 14%–45%), NSAID risk factors assessed (CG: poor to poor, 10%–9%; IG: poor to fair, 11%–27%) and counselling offered (CG: poor to poor, 6%–7%; IG: poor to fair, 6%–22%).

Conclusions

Short online modular educational training on NSAIDs improved the types and quality of the questions asked, NSAID risk factors assessed, and counselling provided by community pharmacists to patients during consultations.

背景非甾体抗炎药(NSAID)相关的发病率和死亡率可以通过用药咨询和降低风险来减少。方法在尼日利亚伊巴丹对 87 名药剂师进行了横断面问卷指导调查,评估了咨询频率、NSAID 风险因素评估和风险评估障碍。此外,还进行了一项前后对比研究,评估为干预组(IG)提供的非甾体抗炎药短期在线模块化培训对药剂师所提问题的类型和质量、提供的咨询以及风险评估的影响。八名年龄在 25-43 岁之间的标准化患者(干预前和干预后各四名)在社区药房[IG,n = 22,对照组(CG,n = 30]]展示了四种标准化情景,以评估这些结果。每个结果(提出的问题、提供的咨询和评估的风险)的质量分为差(0-≤20%)、一般(20-≤40%)、中等(40-≤60%)或最佳(60-100%)。结果社区药剂师向患者提供了有关非甾体抗炎药预防措施(80%-86%)和剂量(51%-69%)的咨询。61-89%的药剂师评估了胃肠道出血风险,而时间限制(39-42%)和患者不耐烦(47-75%)是风险评估的一些障碍。在线模块化教育干预明显改善了药剂师所提问题的类型和质量(CG:差至一般,16%-21%;IG:差至中等,14%-45%)、评估的非甾体抗炎药风险因素(CG:差至较差,10%-9%;IG:差至一般,11%-27%)和提供的咨询服务(CG:差至较差,6%-7%;IG:差至一般,6%-22%)。结论关于非甾体抗炎药的短期在线模块化教育培训提高了社区药剂师在咨询过程中向患者提出的问题类型和质量、评估的非甾体抗炎药风险因素以及提供的咨询服务。
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引用次数: 0
Barriers and facilitators to implement the redispensing of unused oral anticancer drugs in clinical care: A hybrid-effectiveness type I study 在临床护理中重新分配未使用的口服抗癌药物的障碍和促进因素:混合效益 I 型研究
IF 1.8 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-17 DOI: 10.1016/j.rcsop.2024.100493
Elisabeth M. Smale , Eva W. Verkerk , Eibert R. Heerdink , Toine C.G. Egberts , Bart J.F. van den Bemt , Charlotte L. Bekker

Background

Minimizing medication waste through the redispensing of oral anticancer drugs (OADs) that were unused by patients provides economic and environmental benefits, but this is not yet universally implemented in clinical care.

Objective(S)

To identify barriers and facilitators to the implementation of redispensing unused OADs in clinical care.

Methods

A multicentre intervention study following a hybrid effectiveness-implementation type I design was conducted, consisting of semi-structured interviews with key stakeholders involved in the redispensing program: pharmacy employees, prescribing clinicians in oncology and haematology, patients who participated in redispensing and patients who declined trial participation. Questions encompassed experiences and suggestions for future implementation. The Consolidated Framework for Implementation Research (CFIR) guided data collection and categorisation of identified barriers and facilitators through thematic analysis.

Results

In total, 35 interviews were conducted, identifying 15 themes encompassing barriers and facilitators, reflecting all CFIR domains. Facilitators encompassed: 1) convenient process requiring an acceptable time-investment; 2) support from project leaders and implementation champions; 3) being well-motivated by personal values and societal impact; 4) feeling ensured of medication quality upon redispensing; 5) endorsement by healthcare providers for patient participation; 6) clear and personal patient communication; 7) good visibility of intervention successes; and 8) implementation well supported through a collaborative network. Barriers encompassed: 1) unclear target population; 2) redispensing legally prohibited; 3) absence of financial compensation for pharmacies; 4) complexity arising from two parallel work processes; 5) widespread communication on adjustments within local teams challenging; 6) patient's low receptiveness due to burden of oncology treatment; and 7) lack of familiarization among pharmacy technicians.

Conclusions

Facilitators for implementation of redispensing unused drugs mainly related to people's values, motivation, and societal demand, whereas barriers mainly encompassed practical issues, including knowledge, time, financial resources, and legal conditions. Strategies emphasizing the benefits of redispensing and further streamlining process compatibility could support implementation.

背景通过重新发放患者未使用的口服抗癌药(OAD)来减少药物浪费,可带来经济和环境效益,但这一做法尚未在临床护理中得到普遍实施。目的确定在临床护理中重新发放未使用的口服抗癌药的障碍和促进因素。方法 采用混合有效性-实施类型 I 设计进行了一项多中心干预研究,包括对参与重新发放计划的主要利益相关者进行半结构化访谈:药房员工、肿瘤科和血液科开处方的临床医生、参与重新发放的患者以及拒绝参与试验的患者。问题包括经验和对未来实施的建议。结果共进行了 35 次访谈,确定了包含障碍和促进因素的 15 个主题,反映了实施研究综合框架(CFIR)的所有领域。促进因素包括1) 需要投入可接受的时间,过程方便;2) 项目负责人和实施倡导者的支持;3) 个人价值和社会影响的良好激励;4) 重新配药时感觉药品质量有保证;5) 医疗服务提供者对患者参与的认可;6) 清晰和个性化的患者沟通;7) 干预成功的良好可见度;以及 8) 通过协作网络对实施的良好支持。障碍包括1) 目标人群不明确;2) 法律禁止再分配;3) 药房没有经济补偿;4) 两个平行的工作流程造成的复杂性;5) 地方团队内部就调整问题进行广泛沟通具有挑战性;6) 由于肿瘤治疗的负担,患者接受度低;7) 药房技术人员缺乏熟悉情况。结论实施未用药品再分配的促进因素主要与人们的价值观、动机和社会需求有关,而障碍主要包括实际问题,包括知识、时间、经济资源和法律条件。强调重新发放的益处并进一步简化流程的兼容性的策略可以支持重新发放的实施。
{"title":"Barriers and facilitators to implement the redispensing of unused oral anticancer drugs in clinical care: A hybrid-effectiveness type I study","authors":"Elisabeth M. Smale ,&nbsp;Eva W. Verkerk ,&nbsp;Eibert R. Heerdink ,&nbsp;Toine C.G. Egberts ,&nbsp;Bart J.F. van den Bemt ,&nbsp;Charlotte L. Bekker","doi":"10.1016/j.rcsop.2024.100493","DOIUrl":"10.1016/j.rcsop.2024.100493","url":null,"abstract":"<div><h3>Background</h3><p>Minimizing medication waste through the redispensing of oral anticancer drugs (OADs) that were unused by patients provides economic and environmental benefits, but this is not yet universally implemented in clinical care.</p></div><div><h3>Objective(S)</h3><p>To identify barriers and facilitators to the implementation of redispensing unused OADs in clinical care.</p></div><div><h3>Methods</h3><p>A multicentre intervention study following a hybrid effectiveness-implementation type I design was conducted, consisting of semi-structured interviews with key stakeholders involved in the redispensing program: pharmacy employees, prescribing clinicians in oncology and haematology, patients who participated in redispensing and patients who declined trial participation. Questions encompassed experiences and suggestions for future implementation. The Consolidated Framework for Implementation Research (CFIR) guided data collection and categorisation of identified barriers and facilitators through thematic analysis.</p></div><div><h3>Results</h3><p>In total, 35 interviews were conducted, identifying 15 themes encompassing barriers and facilitators, reflecting all CFIR domains. Facilitators encompassed: 1) convenient process requiring an acceptable time-investment; 2) support from project leaders and implementation champions; 3) being well-motivated by personal values and societal impact; 4) feeling ensured of medication quality upon redispensing; 5) endorsement by healthcare providers for patient participation; 6) clear and personal patient communication; 7) good visibility of intervention successes; and 8) implementation well supported through a collaborative network. Barriers encompassed: 1) unclear target population; 2) redispensing legally prohibited; 3) absence of financial compensation for pharmacies; 4) complexity arising from two parallel work processes; 5) widespread communication on adjustments within local teams challenging; 6) patient's low receptiveness due to burden of oncology treatment; and 7) lack of familiarization among pharmacy technicians.</p></div><div><h3>Conclusions</h3><p>Facilitators for implementation of redispensing unused drugs mainly related to people's values, motivation, and societal demand, whereas barriers mainly encompassed practical issues, including knowledge, time, financial resources, and legal conditions. Strategies emphasizing the benefits of redispensing and further streamlining process compatibility could support implementation.</p></div>","PeriodicalId":73003,"journal":{"name":"Exploratory research in clinical and social pharmacy","volume":"15 ","pages":"Article 100493"},"PeriodicalIF":1.8,"publicationDate":"2024-08-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.sciencedirect.com/science/article/pii/S2667276624000908/pdfft?md5=09cc8cad4538f7d46ef03f01abd7fac9&pid=1-s2.0-S2667276624000908-main.pdf","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142050244","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Unlocking the potential of advanced large language models in medication review and reconciliation: A proof-of-concept investigation 发掘先进大型语言模型在药物审查与核对中的潜力:概念验证调查
IF 1.8 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-17 DOI: 10.1016/j.rcsop.2024.100492
Kannan Sridharan , Gowri Sivaramakrishnan

Background

Medication review and reconciliation is essential for optimizing drug therapy and minimizing medication errors. Large language models (LLMs) have been recently shown to possess a lot of potential applications in healthcare field due to their abilities of deductive, abductive, and logical reasoning. The present study assessed the abilities of LLMs in medication review and medication reconciliation processes.

Methods

Four LLMs were prompted with appropriate queries related to dosing regimen errors, drug-drug interactions, therapeutic drug monitoring, and genomics-based decision-making process. The veracity of the LLM outputs were verified from validated sources using pre-validated criteria (accuracy, relevancy, risk management, hallucination mitigation, and citations and guidelines). The impacts of the erroneous responses on the patients' safety were categorized either as major or minor.

Results

In the assessment of four LLMs regarding dosing regimen errors, drug-drug interactions, and suggestions for dosing regimen adjustments based on therapeutic drug monitoring and genomics-based individualization of drug therapy, responses were generally consistent across prompts with no clear pattern in response quality among the LLMs. For identification of dosage regimen errors, ChatGPT performed well overall, except for the query related to simvastatin. In terms of potential drug-drug interactions, all LLMs recognized interactions with warfarin but missed the interaction between metoprolol and verapamil. Regarding dosage modifications based on therapeutic drug monitoring, Claude-Instant provided appropriate suggestions for two scenarios and nearly appropriate suggestions for the other two. Similarly, for genomics-based decision-making, Claude-Instant offered satisfactory responses for four scenarios, followed by Gemini for three. Notably, Gemini stood out by providing references to guidelines or citations even without prompting, demonstrating a commitment to accuracy and reliability in its responses. Minor impacts were noted in identifying appropriate dosing regimens and therapeutic drug monitoring, while major impacts were found in identifying drug interactions and making pharmacogenomic-based therapeutic decisions.

Conclusion

Advanced LLMs hold significant promise in revolutionizing the medication review and reconciliation process in healthcare. Diverse impacts on patient safety were observed. Integrating and validating LLMs within electronic health records and prescription systems is essential to harness their full potential and enhance patient safety and care quality.

背景用药审查与协调对于优化药物治疗和减少用药错误至关重要。大语言模型(LLMs)具有演绎、归纳和逻辑推理能力,最近已被证明在医疗保健领域具有很大的应用潜力。本研究评估了大语言模型在用药审核和用药调和过程中的能力。方法:向四个大语言模型提出与用药方案错误、药物相互作用、治疗药物监测和基于基因组学的决策过程有关的适当询问。使用预先验证的标准(准确性、相关性、风险管理、减少幻觉以及引文和指南)对 LLM 输出结果的真实性进行了验证。结果在对四种 LLM 进行的有关配药方案错误、药物间相互作用以及基于治疗药物监测和基于基因组学的个体化药物治疗的配药方案调整建议的评估中,不同提示的回答基本一致,LLM 之间的回答质量没有明显的模式。在识别用药方案错误方面,除了与辛伐他汀相关的查询外,ChatGPT 总体表现良好。在潜在的药物相互作用方面,所有 LLM 都识别出了与华法林的相互作用,但遗漏了美托洛尔和维拉帕米之间的相互作用。关于基于治疗药物监测的剂量调整,Claude-Instant 为两种情况提供了适当的建议,为另外两种情况提供了几乎适当的建议。同样,对于基于基因组学的决策,Claude-Instant 为四种情况提供了令人满意的答复,Gemini 为三种情况提供了令人满意的答复。值得注意的是,Gemini 公司即使在没有提示的情况下也能提供指南或引文参考,显示了其在答复中对准确性和可靠性的承诺。在确定适当的用药方案和治疗药物监测方面,Gemini 的影响较小,而在确定药物相互作用和做出基于药物基因组学的治疗决策方面,Gemini 的影响较大。对患者安全的影响是多方面的。在电子健康记录和处方系统中整合并验证 LLMs 对充分发挥其潜力、提高患者安全和护理质量至关重要。
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引用次数: 0
Medication management issues perceived by pharmacists and disability caregivers while supporting people with disability 药剂师和残疾人护理人员在为残疾人提供支持时所遇到的药物管理问题
IF 1.8 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2024-08-13 DOI: 10.1016/j.rcsop.2024.100489
Chelsea Felkai , David Newby , Joyce Cooper , Suzanne Nielsen , Angela Reeves , Hayley Croft

Background

Australia has a notable gap in guidance for pharmacists, caregivers and disability service providers in: (i) supporting people with disabilities (PWD) within the medication management cycle, (ii) understanding their obligations for providing high quality care, and (iii) preventing medication-related harm.

Objective

The objective of this study was to identify medication management issues for PWD from the perspective of disability caregivers and pharmacists when supporting PWD with their medication.

Methods

A qualitative study design using semi-structured interviews of pharmacists and disability caregivers was undertaken across six different states or territories in Australia.

Results

Interviews were conducted with registered pharmacist participants (n=10), and disability workers (n=10). Seven themes emerged for both pharmacists and caregivers, with most sub-themes and codes concordant between the two cohorts. Clinical issues, particularly related to polypharmacy and psychotropic use; confidence in providing medicines and medication information accurately to PWD; practical and behavioural issues caregivers experienced when administering medication; challenges in providing individualised and person-centred care to PWD; inadequate communication and transfer of information between healthcare professionals, caregivers, and PWD; insufficient disability awareness training for pharmacists and medication training for caregivers; and challenges working with provider organisations within the current practice environment were described.

Conclusions

This study highlighted seven areas where issues were perceived to arise in medication management for PWD. By understanding the issues perceived by those directly providing care, it may be possible to improve medication management. Further research is needed to understand the perceived role of pharmacists in supporting medication management for PWD and their caregivers, and how enabling pharmacists scope might reduce medication-related risks and support QUM in this sector.

背景澳大利亚在为药剂师、护理人员和残疾人服务提供者提供以下方面的指导方面存在明显不足:(i) 在药物管理周期内为残疾人(PWD)提供支持;(ii) 了解他们在提供高质量护理方面的义务;(iii) 预防与药物相关的伤害。本研究旨在从残疾人护理人员和药剂师的角度出发,找出在为残疾人提供用药支持时存在的残疾人用药管理问题。方法在澳大利亚六个不同的州或地区对药剂师和残疾人护理人员进行了半结构化访谈,采用定性研究设计。药剂师和护理人员都出现了七个主题,两个群体之间的大多数子主题和代码都是一致的。研究描述了临床问题,特别是与多种药物和精神药物使用相关的问题;为残疾人准确提供药物和用药信息的信心问题;护理人员在用药时遇到的实际和行为问题;为残疾人提供个性化和以人为本的护理时遇到的挑战;医疗保健专业人员、护理人员和残疾人之间的沟通和信息传递不足;药剂师的残疾意识培训和护理人员的用药培训不足;以及在当前实践环境下与医疗机构合作时遇到的挑战。结论本研究强调了残疾人用药管理中出现问题的七个方面。通过了解直接提供护理的人员认为存在的问题,也许可以改善用药管理。我们还需要进一步研究,以了解药剂师在支持残疾人及其护理人员用药管理方面所扮演的角色,以及药剂师的作用范围可如何降低用药相关风险并支持该领域的质量管理。
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引用次数: 0
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Exploratory research in clinical and social pharmacy
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