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Integrating standardized patient safety and quality competencies in pharmacy curriculum: Evaluation of the impact on student development and professional identity 将标准化的患者安全和质量能力纳入药学课程:评估对学生发展和职业认同的影响
IF 1.3 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2024-06-29 DOI: 10.1002/jac5.2000
Jennifer Chang Pharm.D., Rachel G. Firebaugh Pharm.D., MPH, Curtis G. Jefferson Ed.D

Introduction

Improving patient safety and quality of care is a national healthcare priority. While changes in healthcare systems help to address some concerns in this area, the knowledge, skills, and attitudes of healthcare professionals play a role as well. Health professions education programs have a responsibility to ensure comprehensive patient safety and quality training.

Objectives

This study aimed to evaluate the impact of integrating standardized safety and quality competencies from an evidence-based framework in a patient safety and quality course within a Doctor of Pharmacy program.

Methods

A gap analysis was conducted using guidelines from the Canadian Patient Safety Institute (CPSI) to explore curricular coverage of the included concepts and competencies. The course was designed to address key competencies not addressed elsewhere in the curriculum. An adapted self-assessment survey tool was administered at the end of the course for students to retrospectively assess changes in perceived skills and attitudes. Mean retrospective pre- and post-scores were compared using the paired sample t-tests and Cohen d as a measure of effect size. Responses to an open-ended question regarding how students could impact patient safety were qualitatively analyzed for emergent themes. Student performance on the course final exam was analyzed using descriptive statistics to assess knowledge.

Results

Sixty-three students (80.8%) completed the survey and were included in the analysis. A statistically significant change was observed in 18 of the 24 self-assessment items, with effect sizes in the modest to moderate range. Key themes emerged regarding student professional identity development including error prevention, error management, reporting culture, learning culture, just culture, and teamwork. The mean individual student score on the final examination was 87.67% ± 4.87%.

Conclusion

Findings suggest the new course using the CPSI framework had a positive impact on student knowledge, perceived skills, and attitudes in the area of patient safety.

引言 提高患者安全和医疗质量是国家医疗保健工作的重中之重。虽然医疗保健系统的变革有助于解决这方面的一些问题,但医疗保健专业人员的知识、技能和态度也发挥着作用。医疗专业教育项目有责任确保全面的患者安全和质量培训。 目标 本研究旨在评估将循证框架中的标准化安全和质量能力纳入药学博士课程中的患者安全和质量课程的影响。 方法 采用加拿大患者安全研究所(CPSI)的指导原则进行差距分析,以探讨课程中包含的概念和能力的覆盖范围。该课程旨在解决课程中未涉及的关键能力问题。在课程结束时,为学生提供了一个经过改编的自我评估调查工具,以回顾性地评估学生在感知技能和态度方面的变化。使用配对样本 t 检验和 Cohen d 作为效果大小的衡量标准,对前后的平均回顾分数进行比较。对学生如何影响患者安全的开放式问题的回答进行了定性分析,以寻找新出现的主题。使用描述性统计分析了学生在课程期末考试中的表现,以评估知识掌握情况。 结果 63 名学生(80.8%)完成了调查并被纳入分析。在 24 个自我评估项目中,有 18 个项目出现了统计学意义上的重大变化,效果大小在中等至中等范围内。关于学生职业认同发展的关键主题包括错误预防、错误管理、报告文化、学习文化、公正文化和团队合作。学生在期末考试中的个人平均得分是 87.67% ± 4.87%。 结论 研究结果表明,使用 CPSI 框架的新课程对学生在患者安全领域的知识、感知技能和态度产生了积极影响。
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引用次数: 0
Can artificial intelligence (AI) educate your patient? A study to assess overall readability and pharmacists' perception of AI-generated patient education materials 人工智能(AI)能教育患者吗?一项评估人工智能生成的患者教育材料的整体可读性和药剂师感知的研究
IF 1.3 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2024-06-29 DOI: 10.1002/jac5.2006
Drew Armstrong Pharm.D., Caroline Paul B.S., Brent McGlaughlin Pharm.D., David Hill Pharm.D.
<div> <section> <h3> Introduction</h3> <p>Pharmacists are critical in providing safe and accurate education to patients on disease states and medications. Artificial intelligence (AI) has the capacity to generate patient education materials at a rapid rate, potentially saving healthcare resources. However, overall accuracy and comfort with these materials by pharmacists need to be assessed.</p> </section> <section> <h3> Objective</h3> <p>The purpose of this study was to assess the accuracy, readability, and likelihood of using AI-generated patient education materials for ten common medications and disease states.</p> </section> <section> <h3> Method<b>s</b></h3> <p>AI (Chat Generative Pre-Trained Transformer [ChatGPT] v3.5) was used to create patient education materials for the following medications or disease states: apixaban, Continuous Glucose Monitoring (CGM), the Dietary Approaches to Stop Hypertension (DASH) Diet, enoxaparin, hypertension, hypoglycemia, myocardial infarction, naloxone, semaglutide, and warfarin. The following prompt, “Write a patient education material for…” with these medications or disease states being at the end of the prompt, was entered into the ChatGPT (OpenAI, San Francisco, CA) software. A similar prompt, “Write a patient education material for…at a 6th-grade reading level or lower” using the same medications and disease states, was then completed. Ten clinical pharmacists were asked to review and assess the time it took them to review each educational material, make clinical and grammatical edits, their confidence in the clinical accuracy of the materials, and the likelihood that they would use them with their patients. These education materials were assessed for readability using the Flesh-Kincaid readability score.</p> </section> <section> <h3> Results</h3> <p>A total of 8 pharmacists completed both sets of reviews for a total of 16 patient education materials assessed. There was no statistical difference in any pharmacist assessment completed between the two prompts. The overall confidence in accuracy was fair, and the overall readability score of the AI-generated materials decreased from 11.65 to 5.87 after reviewing the 6th-grade prompt (<i>p</i> < .001).</p> </section> <section> <h3> Conclusion</h3> <p>AI-generated patient education materials show promise in clinical practice, however further validation of their clinical accuracy continues to be a burden. It is important to ensure that overall readability for patient education materials is at an appropriate level to increase the likelihood of patient understand
导言:药剂师在为患者提供安全、准确的疾病和药物教育方面至关重要。人工智能(AI)能够快速生成患者教育材料,从而节省医疗资源。然而,需要对药剂师使用这些材料的整体准确性和舒适度进行评估。 目的 本研究旨在评估人工智能生成的十种常见药物和疾病状态的患者教育材料的准确性、可读性和使用可能性。 方法 使用人工智能(Chat Generative Pre-Trained Transformer [ChatGPT] v3.5)为以下药物或疾病状态创建患者教育材料:阿哌沙班、连续血糖监测(CGM)、饮食疗法治疗高血压(DASH)、依诺肝素、高血压、低血糖、心肌梗死、纳洛酮、塞马鲁肽和华法林。以下提示 "为......编写一份患者教育材料 "被输入到 ChatGPT(OpenAI,加利福尼亚州旧金山)软件中,这些药物或疾病状态位于提示的末尾。然后使用相同的药物和疾病状态完成类似的提示,即 "以六年级或更低的阅读水平为......编写一份患者教育材料"。十位临床药剂师被要求审阅并评估他们审阅每份教育材料、进行临床和语法编辑所花费的时间、他们对材料临床准确性的信心以及他们将这些材料用于患者的可能性。使用弗莱什-金凯德可读性评分法对这些教材的可读性进行了评估。 结果 共有 8 名药剂师完成了两组评审,共评估了 16 份患者教育材料。在药剂师完成的任何评估中,两种提示均无统计学差异。对准确性的总体信心尚可,人工智能生成材料的总体可读性得分在审核了六级提示后从 11.65 分降至 5.87 分(p <.001)。 结论 人工智能生成的患者教育材料在临床实践中大有可为,但进一步验证其临床准确性仍是一项艰巨的任务。重要的是要确保患者教育材料的整体可读性达到适当水平,以提高患者理解的可能性。
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引用次数: 0
An analysis of the impact on total cost of care within a pharmacist-led comprehensive medication management program 分析药剂师主导的综合药物管理计划对总护理成本的影响
IF 1.3 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2024-06-29 DOI: 10.1002/jac5.2007
Julie Anne Earby Pharm.D., Tiffany Nicole Jenkins Pharm.D., Abigail Marie Johnson Pharm.D., Victoria Dianne Marchwinski Pharm.D., Devin Marie Schmidt Pharm.D.

Introduction

The rise in health care expenditures continues to pose a significant concern regarding the longevity of the current health care system design. The literature has demonstrated a positive return on investment (ROI) when pharmacists perform medication management services. Building upon positive ROI literature, a clinically integrated network (CIN) in Michigan developed an approach to patient targeting for comprehensive medication management (CMM) services in existing alternative payment model (APM) Medicare Advantage, Medicaid, and Commercial contracts.

Objectives

The primary objective of this study was to examine the real-world impact of an advanced ambulatory care pharmacy model, inclusive of embedded clinic-based ambulatory pharmacists, centralized ambulatory pharmacists, centralized population health pharmacists, and specially trained pharmacy technicians, on the total cost of care (TCOC) within a large integrated health system.

Methods

For CMM dates of service occurring in calendar year 2022, pharmacy and medical claims were evaluated during the 6-month period prior to and following the initial CMM patient encounter. Upon completion of the study period, data were evaluated to assess TCOC and utilization trends for the study population.

Results

Statistically significant differences in median TCOC ($1427.84, p < 0.001), prescription drug costs ($222.82, p < 0.001), and medical costs ($462.26, p < 0.001) were observed between the pre-CMM and post-CMM timeframes for the study population. A 16% reduction in hospital admissions was observed between the pre-CMM and post-CMM timeframes.

Discussion

This study further supports that pharmacist intervention as part of a CMM program can favorably affect health care costs. Criteria such as a population's benchmark costs and utilization, insurance product types, and core conditions present can help determine whether expanding or initiating CMM services could be beneficial in improving care and health care costs.

导言:医疗保健支出的增加继续对当前医疗保健系统设计的寿命构成严重威胁。有文献表明,药剂师提供药物管理服务具有积极的投资回报(ROI)。在积极投资回报率文献的基础上,密歇根州的一家临床综合网络(CIN)开发了一种方法,在现有的替代支付模式(APM)医疗保险优势项目、医疗补助项目和商业合同中为患者提供综合药物管理(CMM)服务。 研究目的 本研究的主要目的是在一个大型综合医疗系统内,考察先进的非住院医疗药房模式(包括嵌入式诊所非住院药剂师、集中式非住院药剂师、集中式人口健康药剂师和经过专门培训的药剂技师)对总医疗成本(TCOC)的实际影响。 方法 对 2022 日历年发生的 CMM 服务日期、首次 CMM 患者就诊前后 6 个月内的药房和医疗报销进行评估。研究期结束后,对数据进行评估,以评估研究人群的 TCOC 和使用趋势。 结果 在研究人群中,CMM 前和 CMM 后的中位 TCOC(1427.84 美元,p <0.001)、处方药费用(222.82 美元,p <0.001)和医疗费用(462.26 美元,p <0.001)均有明显的统计学差异。在 CMM 实施前和实施后的时间段内,住院人数减少了 16%。 讨论 本研究进一步证明,药剂师干预作为 CMM 计划的一部分,可以对医疗成本产生有利影响。人口的基准成本和使用率、保险产品类型和存在的核心病症等标准有助于确定扩大或启动 CMM 服务是否有利于改善护理和医疗成本。
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引用次数: 0
Perceptions and outcomes of a nationwide remote pharmacy mentorship program 全国远程药学导师计划的看法和成果
IF 1.3 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2024-06-29 DOI: 10.1002/jac5.2001
Sarah E. Wheeler Pharm.D., Katie Kiser Pharm.D., Melissa Lipari Pharm.D., Daniel Majerczyk Pharm.D., FCCP, R. Iain Pritchard Pharm.D., Swati Bansal Pharm.D., Deanna McDanel Pharm.D.

Introduction

Mentorship is crucial for professional development in health care. However, the outcomes of national remote mentorship programs in pharmacy remain largely unexplored. This study evaluates the perceptions and experiences of student pharmacists, residents, fellows, and nontrainee pharmacists in such a program.

Objectives

This study aimed to assess the perceptions and outcomes of a nationwide remote pharmacy mentorship program designed for student pharmacists, residents, and fellows. It explores the efficacy, benefits, and barriers within a national pharmacy professional organization mentorship program.

Methods

The mentor and mentee experiences in the American College of Clinical Pharmacy (ACCP) Ambulatory Care Practice and Research Network (PRN) from program years 2019–2022 were assessed using an anonymous online survey, employing a mixed-methods approach. The survey featured quantitative Likert scale and qualitative free-response questions. In addition, publicly available online sources provided data for postprogram placement outcomes of learner participants in the program. Summary statistics were computed from the quantitative data, and content analysis was applied to the qualitative data.

Results

Of the 356 invited program participants, 48 mentors (32.7%) and 18 mentees (8.6%) responded to the survey. Most respondents agreed or strongly agreed on the program's effectiveness, contributing to a high postprogram placement rate in residencies and ambulatory care positions, emphasizing the program's success in supporting career progression. Respondents recognized significant benefits like career development and professional satisfaction. Notable demographic disparities, especially in age, gender, and race, were observed among participants. The study also identified logistical challenges that impeded the program's full potential.

Conclusion

Despite limitations, including a low number of responses, the study revealed that remote mentorship may positively affect professional development and well-being. The data supports the program-impacted respondent involvement and professional growth. Moreover, these findings suggest the need for further research to address the program barriers and disparities in participation.

导言 导师制对于医疗保健行业的专业发展至关重要。然而,全国性药剂学远程指导计划的成果在很大程度上仍未得到探讨。本研究评估了学生药剂师、住院医师、研究员和非实习药剂师对此类计划的看法和经验。 目的 本研究旨在评估全国范围内为学生药剂师、住院医师和研究员设计的远程药学指导计划的感知和结果。它探讨了全国性药学专业组织指导计划的功效、益处和障碍。 方法 采用混合方法,通过匿名在线调查对美国临床药学院(ACCP)非住院护理实践与研究网络(PRN)2019-2022 计划年的导师和被指导者的经历进行了评估。调查包括定量的李克特量表和定性的自由回答问题。此外,公开的在线资料来源也提供了该计划学员的计划后安置结果数据。对定量数据进行了汇总统计,对定性数据进行了内容分析。 结果 在 356 名受邀的计划参与者中,有 48 名导师(32.7%)和 18 名被指导者(8.6%)对调查做出了回应。大多数受访者同意或非常同意该计划的有效性,认为该计划有助于提高计划结束后在住院医生和非住院护理岗位的就业率,强调了该计划在支持职业发展方面的成功。受访者认为该计划带来了巨大的益处,如职业发展和专业满意度。在参与者中发现了明显的人口统计学差异,尤其是在年龄、性别和种族方面。研究还发现了阻碍该计划充分发挥潜力的后勤挑战。 结论 尽管存在一些局限性,包括回复数量较少,但研究表明,远程指导可能会对专业发展和幸福感产生积极影响。数据支持该计划影响受访者的参与和专业成长。此外,这些研究结果表明,有必要开展进一步研究,以解决项目障碍和参与方面的差异。
{"title":"Perceptions and outcomes of a nationwide remote pharmacy mentorship program","authors":"Sarah E. Wheeler Pharm.D.,&nbsp;Katie Kiser Pharm.D.,&nbsp;Melissa Lipari Pharm.D.,&nbsp;Daniel Majerczyk Pharm.D., FCCP,&nbsp;R. Iain Pritchard Pharm.D.,&nbsp;Swati Bansal Pharm.D.,&nbsp;Deanna McDanel Pharm.D.","doi":"10.1002/jac5.2001","DOIUrl":"https://doi.org/10.1002/jac5.2001","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Introduction</h3>\u0000 \u0000 <p>Mentorship is crucial for professional development in health care. However, the outcomes of national remote mentorship programs in pharmacy remain largely unexplored. This study evaluates the perceptions and experiences of student pharmacists, residents, fellows, and nontrainee pharmacists in such a program.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Objectives</h3>\u0000 \u0000 <p>This study aimed to assess the perceptions and outcomes of a nationwide remote pharmacy mentorship program designed for student pharmacists, residents, and fellows. It explores the efficacy, benefits, and barriers within a national pharmacy professional organization mentorship program.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>The mentor and mentee experiences in the American College of Clinical Pharmacy (ACCP) Ambulatory Care Practice and Research Network (PRN) from program years 2019–2022 were assessed using an anonymous online survey, employing a mixed-methods approach. The survey featured quantitative Likert scale and qualitative free-response questions. In addition, publicly available online sources provided data for postprogram placement outcomes of learner participants in the program. Summary statistics were computed from the quantitative data, and content analysis was applied to the qualitative data.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>Of the 356 invited program participants, 48 mentors (32.7%) and 18 mentees (8.6%) responded to the survey. Most respondents agreed or strongly agreed on the program's effectiveness, contributing to a high postprogram placement rate in residencies and ambulatory care positions, emphasizing the program's success in supporting career progression. Respondents recognized significant benefits like career development and professional satisfaction. Notable demographic disparities, especially in age, gender, and race, were observed among participants. The study also identified logistical challenges that impeded the program's full potential.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusion</h3>\u0000 \u0000 <p>Despite limitations, including a low number of responses, the study revealed that remote mentorship may positively affect professional development and well-being. The data supports the program-impacted respondent involvement and professional growth. Moreover, these findings suggest the need for further research to address the program barriers and disparities in participation.</p>\u0000 </section>\u0000 </div>","PeriodicalId":73966,"journal":{"name":"Journal of the American College of Clinical Pharmacy : JACCP","volume":"7 10","pages":"1012-1019"},"PeriodicalIF":1.3,"publicationDate":"2024-06-29","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142430262","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Educational outcomes necessary to enter pharmacy residency training: 2023 update 进入药学住院医师培训所需的教育成果:2023 年更新
IF 1.3 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2024-06-28 DOI: 10.1002/jac5.1994
Pamela L. Stamm Pharm.D., FCCP, Stuart T. Haines Pharm.D., FCCP, Krystal L. Edwards Pharm.D., FCCP, Nicholas M. Fusco Pharm.D., FCCP, Dawn E. Havrda Pharm.D., FCCP, Kelly C. Lee Pharm.D., MAS, FCCP, Jessica L. Papke Pharm.D., Denise H. Rhoney Pharm.D., FCCP, Deborah A. Sturpe Pharm.D., M.A., Gwendolyn Knowles Pharm.D., Rachel D. Baggett Pharm.D.

The 2023 Educational Affairs Committee reviewed relevant position statements and publications to update the 2014 ACCP position statement on the educational outcomes (EOs) necessary for pharmacy students to enter postgraduate year 1 (PGY1) residency training. The committee initially aligned entry-level graduate outcomes with current PGY1 residency competencies achieved after postgraduate training. The committee then used these alignments to identify consistencies, insufficiencies, and gaps in preparation. This process revealed that the EOs and entrustable professional activities from curricular outcomes and entrustable professional activities and the North American Pharmacist Licensure Examination blueprint could serve as a partial list of outcomes necessary to enter postgraduate training; however, some of the outcomes necessary to enter residency were not consistently addressed. To improve residency readiness, the committee recommends that both academic programs and the individual learner evaluate and seek opportunities to address any curricular gaps in alignment. The findings also underscore the need for a single set of well-defined and mutually agreed-on educational competencies that evolve over time and embrace the knowledge, skills, and attitudes that demonstrate residency readiness.

2023 年教育事务委员会审查了相关立场声明和出版物,以更新 2014 年 ACCP 关于药学学生进入研究生一年级 (PGY1) 住院医师培训所需的教育成果 (EO) 的立场声明。委员会首先将入门级毕业生的成果与研究生培训后达到的当前 PGY1 住院医师能力相统一。然后,委员会利用这些对齐结果来确定准备工作中的一致性、不足和差距。这一过程表明,课程成果和可委托专业活动中的 EOs 和可委托专业活动以及北美药剂师执照考试蓝图可以作为进入研究生培训所需的部分成果清单;然而,进入住院医师培训所需的一些成果并没有得到一致的处理。为改善住院实习准备情况,委员会建议学术项目和学员个人都应进行评估,并寻找机会解决课程设置不一致的问题。研究结果还强调,有必要制定一套定义明确、共同认可的教育能力标准,这些标准应随着时间的推移而不断发展,并包含能够证明住院实习准备就绪的知识、技能和态度。
{"title":"Educational outcomes necessary to enter pharmacy residency training: 2023 update","authors":"Pamela L. Stamm Pharm.D., FCCP,&nbsp;Stuart T. Haines Pharm.D., FCCP,&nbsp;Krystal L. Edwards Pharm.D., FCCP,&nbsp;Nicholas M. Fusco Pharm.D., FCCP,&nbsp;Dawn E. Havrda Pharm.D., FCCP,&nbsp;Kelly C. Lee Pharm.D., MAS, FCCP,&nbsp;Jessica L. Papke Pharm.D.,&nbsp;Denise H. Rhoney Pharm.D., FCCP,&nbsp;Deborah A. Sturpe Pharm.D., M.A.,&nbsp;Gwendolyn Knowles Pharm.D.,&nbsp;Rachel D. Baggett Pharm.D.","doi":"10.1002/jac5.1994","DOIUrl":"https://doi.org/10.1002/jac5.1994","url":null,"abstract":"<p>The 2023 Educational Affairs Committee reviewed relevant position statements and publications to update the 2014 ACCP position statement on the educational outcomes (EOs) necessary for pharmacy students to enter postgraduate year 1 (PGY1) residency training. The committee initially aligned entry-level graduate outcomes with current PGY1 residency competencies achieved after postgraduate training. The committee then used these alignments to identify consistencies, insufficiencies, and gaps in preparation. This process revealed that the EOs and entrustable professional activities from curricular outcomes and entrustable professional activities and the North American Pharmacist Licensure Examination blueprint could serve as a partial list of outcomes necessary to enter postgraduate training; however, some of the outcomes necessary to enter residency were not consistently addressed. To improve residency readiness, the committee recommends that both academic programs and the individual learner evaluate and seek opportunities to address any curricular gaps in alignment. The findings also underscore the need for a single set of well-defined and mutually agreed-on educational competencies that evolve over time and embrace the knowledge, skills, and attitudes that demonstrate residency readiness.</p>","PeriodicalId":73966,"journal":{"name":"Journal of the American College of Clinical Pharmacy : JACCP","volume":"7 9","pages":"952-956"},"PeriodicalIF":1.3,"publicationDate":"2024-06-28","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142170286","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":0,"RegionCategory":"","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Empowering pharmacists with data: Steps toward proactive medication safety and quality improvement 用数据增强药剂师的能力:实现主动用药安全和质量改进的步骤
IF 1.3 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2024-06-27 DOI: 10.1002/jac5.2002
Lara K. Ellinger Pharm.D., Adam Bursua Pharm.D., William Galanter M.D., Ph.D., Gordon D. Schiff M.D., Bruce L. Lambert Ph.D.

Pharmacists play a crucial role in medication safety and quality improvement in healthcare, yet face significant challenges due to limited data access, poor data quality, and insufficient data management skills. National pharmacy organizations emphasize the importance of pharmacists using data effectively to improve patient care. This paper suggests several strategies to overcome data challenges, including more widespread adoption of a Chief Pharmacy Informatics Officer (CPIO) role in healthcare institutions, the development and validation of medication safety metrics and dashboards, and the incorporation of data analysis and application skills into pharmacist education and training. The creation of the CPIO position is proposed to lead efforts in data management and use for medication safety. Additionally, establishing clear medication safety metrics and dashboards is recommended to monitor and improve safety practices. To support these roles and tools, enhancing pharmacist training in data analytics is deemed essential. Implementing these strategies aims to empower pharmacists to engage more effectively in proactive medication safety and quality improvement efforts. This approach is expected to address current gaps in data utilization and management, facilitating a more informed method for pharmacists to make healthcare safe for patients.

药剂师在医疗保健的用药安全和质量改进方面发挥着至关重要的作用,但由于数据访问受限、数据质量差以及数据管理技能不足,药剂师面临着巨大的挑战。国家药学组织强调了药剂师有效利用数据改善患者护理的重要性。本文提出了几项克服数据挑战的策略,包括在医疗机构中更广泛地采用首席药学信息官(CPIO)的角色,开发和验证用药安全指标和仪表板,以及将数据分析和应用技能纳入药剂师教育和培训。建议设立 CPIO 职位,以领导用药安全数据管理和使用方面的工作。此外,还建议建立明确的用药安全指标和仪表板,以监控和改进安全实践。为了支持这些角色和工具,加强药剂师在数据分析方面的培训至关重要。实施这些策略的目的在于增强药剂师的能力,使其能够更有效地参与到积极主动的用药安全和质量改进工作中。这种方法有望解决目前在数据利用和管理方面存在的差距,促进药剂师采用更明智的方法为患者提供安全的医疗保健服务。
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引用次数: 0
Comparison of community pharmacy-measured blood pressure and ambulatory blood pressure monitoring: A pilot study 社区药房测量血压与门诊血压监测的比较:试点研究
IF 1.3 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2024-06-26 DOI: 10.1002/jac5.2004
Christine Tran BA, Ibrahim S. Alhomoud Pharm.D., Kristi Taylor B.S., Tana Kaefer Pharm.D., Roy Sabo Ph.D., Dave L. Dixon Pharm.D., FCCP

Introduction

Blood pressure (BP) measured by 24-h ambulatory blood pressure monitoring (ABPM) is a better predictor of hypertension (HTN)-related end-organ damage than office BP; however, it is not always available nor tolerated by patients. Community pharmacy-measured blood pressure (CPBP) could serve as a potential alternative, although it is unknown whether CPBP is equivalent to BP measured using ABPM.

Objectives

The primary objective of this pilot study was to explore the equivalency of CPBP compared with awake ABPM.

Methods

This was a pilot, single-arm, equivalency study of adults ≥21 years with HTN, taking ≥1 antihypertensive with no changes in the prior 2 weeks. Exclusion criteria included night shift workers, sleep apnoea, arrhythmia, on dialysis, pregnancy or an arm circumference > 50 cm. Three unattended seated BP measurements were obtained in both arms at a community pharmacy and followed by 24-h ABPM. At the return visit, seated BP measurements were repeated; the mean across both visits served as the CPBP. The primary outcome was the equivalency of systolic BP measured at the community pharmacy to awake BP measured using ABPM. The continuous outcome (BP) was modelled against a binary fixed effect for the measurement device (CPBP vs. ABPM) and a subject-level random effect to account for the multiple BP readings arising from the same individuals.

Results

The 25 participants had a mean (standard deviation [SD]) age of 65 (15) years, 80% were female, and 36% identified as Black or Latino. The mean (SD) systolic BP was 128.0 (20.2) and 129.1 (15.8) mmHg for CPBP and awake ABPM, respectively (p = 0.8409). No significant differences were found between the mean diastolic BP or heart rate for CPBP vs. 24-h ABPM or CPBP vs. daytime ABPM.

Conclusion

The difference between CPBP and ABPM was not statistically significant; however, we cannot claim equivalence between the two approaches.

导言:与诊室血压相比,通过 24 小时动态血压监测(ABPM)测量的血压能更好地预测与高血压(HTN)相关的终末器官损害;但是,患者并不总能获得或耐受动态血压监测。社区药物测量血压 (CPBP) 可作为一种潜在的替代方法,但 CPBP 是否等同于 ABPM 测量的血压尚不得而知。 目标 本试验研究的主要目的是探讨 CPBP 与清醒 ABPM 相比是否具有同等效果。 方法 这是一项单臂等效性试验研究,研究对象为年龄≥21 岁、服用≥1 种降压药且在前 2 周内未更换过降压药的成人高血压患者。排除标准包括夜班工作者、睡眠呼吸暂停、心律失常、透析患者、怀孕或臂围超过 50 厘米。在社区药房进行三次无人值守的双臂坐位血压测量,然后进行 24 小时 ABPM。回访时,再次进行坐位血压测量;两次测量的平均值作为 CPBP。主要结果是社区药房测量的收缩压与使用 ABPM 测量的清醒血压的等效性。连续结果(血压)与测量设备(CPBP 与 ABPM)的二元固定效应和受试者水平随机效应建立了模型,以考虑来自同一人的多个血压读数。 结果 25 名参与者的平均(标准差 [SD])年龄为 65(15)岁,80% 为女性,36% 为黑人或拉丁裔。CPBP 和清醒 ABPM 的收缩压平均值(标准差)分别为 128.0 (20.2) mmHg 和 129.1 (15.8) mmHg (p = 0.8409)。CPBP 与 24 小时 ABPM 或 CPBP 与日间 ABPM 的平均舒张压或心率之间没有发现明显差异。 结论 CPBP 和 ABPM 之间的差异无统计学意义;但是,我们不能断言这两种方法之间具有等效性。
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引用次数: 0
Cross-sectional evaluation of a clinical decision support tool to identify medication-related problems at discharge from the acute care setting 对临床决策支持工具进行横断面评估,以确定急诊出院时与用药相关的问题
IF 1.3 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2024-06-26 DOI: 10.1002/jac5.1998
Savanna DiCristina Pharm.D., MPH, Jacques Turgeon Ph.D., Veronique Michaud Ph.D., Luigi Brunetti Pharm.D., Ph.D.

Background

There are many reported pharmacist-led transitions of care (TOC) programs to address medication-related problems (MRP) at discharge from the acute care setting. Most have identified time and labor resources as significant limitations. This study aims to assess the effectiveness of a medication risk score (MRS)-driven clinical decision support system (CDSS) in identifying actionable MRPs and improving medication safety in the acute care discharge TOC setting.

Methods

A cross-sectional analysis was conducted in a cohort of 481 subjects discharged from the acute care setting. The MRS-CDSS was utilized to identify MRPs and provide recommendations for risk reduction. The distribution of MRPs, recommendations, and their associations with MRS severity were analyzed. Additionally, the potential reduction in MRS per subject and its correlation with MRS severity were examined.

Results

The median MRS reduction per subject was 2 points, while high/severe-risk patients showed a median potential reduction of 7 points. Among the identified MRPs (n = 691), drug interaction, drug use without indication, and adverse drug reaction accounted for 89.7% of all MRPs. The top three recommendations, discontinue medication, change the time of administration, and start alternative therapy, represented 94.1% of all recommendations. Stratified analysis by MRS category revealed a significant increase in adverse drug reaction MRPs and recommendations to discontinue medications with higher MRS severity. The results were consistent with previous outpatient studies, supporting the MRS-CDSS's ability to enhance medication safety.

Conclusion

This study demonstrates that the MRS-CDSS effectively identifies actionable MRPs and has the potential to substantially reduce overall pharmacotherapy regimen risk when applied during acute care discharge TOC. The findings support implementable recommendations directed at patient safety and the allocation of health care resources to high-risk patients for maximum benefit.

背景 据报道,有许多以药剂师为主导的护理过渡(TOC)计划,旨在解决急症护理出院时的用药相关问题(MRP)。大多数计划都将时间和人力作为主要限制因素。本研究旨在评估由用药风险评分(MRS)驱动的临床决策支持系统(CDSS)在识别可操作的 MRP 和改善急症护理出院 TOC 环境中用药安全方面的有效性。 方法 对 481 名急诊出院者进行了横断面分析。MRS-CDSS 用于识别 MRPs 并提供降低风险的建议。分析了 MRP 的分布、建议及其与 MRS 严重程度的关系。此外,还研究了每个受试者可能减少的 MRS 量及其与 MRS 严重程度的相关性。 结果 每个受试者的 MRS 降低幅度中位数为 2 分,而高风险/严重风险患者的潜在降低幅度中位数为 7 分。在已确定的 MRP(n = 691)中,药物相互作用、无适应症用药和药物不良反应占所有 MRP 的 89.7%。停药、改变给药时间和开始替代疗法这三项建议占所有建议的 94.1%。按 MRS 类别进行的分层分析显示,药物不良反应 MRP 和停药建议在 MRS 严重程度较高时显著增加。结果与之前的门诊研究一致,证明 MRS-CDSS 有能力提高用药安全。 结论 本研究表明,MRS-CDSS 可有效识别可操作的 MRP,并有可能在急诊出院 TOC 中应用,从而大幅降低整体药物治疗方案的风险。研究结果支持针对患者安全和将医疗资源分配给高风险患者以实现最大利益的可实施建议。
{"title":"Cross-sectional evaluation of a clinical decision support tool to identify medication-related problems at discharge from the acute care setting","authors":"Savanna DiCristina Pharm.D., MPH,&nbsp;Jacques Turgeon Ph.D.,&nbsp;Veronique Michaud Ph.D.,&nbsp;Luigi Brunetti Pharm.D., Ph.D.","doi":"10.1002/jac5.1998","DOIUrl":"https://doi.org/10.1002/jac5.1998","url":null,"abstract":"<div>\u0000 \u0000 \u0000 <section>\u0000 \u0000 <h3> Background</h3>\u0000 \u0000 <p>There are many reported pharmacist-led transitions of care (TOC) programs to address medication-related problems (MRP) at discharge from the acute care setting. Most have identified time and labor resources as significant limitations. This study aims to assess the effectiveness of a medication risk score (MRS)-driven clinical decision support system (CDSS) in identifying actionable MRPs and improving medication safety in the acute care discharge TOC setting.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Methods</h3>\u0000 \u0000 <p>A cross-sectional analysis was conducted in a cohort of 481 subjects discharged from the acute care setting. The MRS-CDSS was utilized to identify MRPs and provide recommendations for risk reduction. The distribution of MRPs, recommendations, and their associations with MRS severity were analyzed. Additionally, the potential reduction in MRS per subject and its correlation with MRS severity were examined.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Results</h3>\u0000 \u0000 <p>The median MRS reduction per subject was 2 points, while high/severe-risk patients showed a median potential reduction of 7 points. Among the identified MRPs (<i>n</i> = 691), drug interaction, drug use without indication, and adverse drug reaction accounted for 89.7% of all MRPs. The top three recommendations, discontinue medication, change the time of administration, and start alternative therapy, represented 94.1% of all recommendations. Stratified analysis by MRS category revealed a significant increase in adverse drug reaction MRPs and recommendations to discontinue medications with higher MRS severity. The results were consistent with previous outpatient studies, supporting the MRS-CDSS's ability to enhance medication safety.</p>\u0000 </section>\u0000 \u0000 <section>\u0000 \u0000 <h3> Conclusion</h3>\u0000 \u0000 <p>This study demonstrates that the MRS-CDSS effectively identifies actionable MRPs and has the potential to substantially reduce overall pharmacotherapy regimen risk when applied during acute care discharge TOC. The findings support implementable recommendations directed at patient safety and the allocation of health care resources to high-risk patients for maximum benefit.</p>\u0000 </section>\u0000 </div>","PeriodicalId":73966,"journal":{"name":"Journal of the American College of Clinical Pharmacy : JACCP","volume":"7 8","pages":"763-771"},"PeriodicalIF":1.3,"publicationDate":"2024-06-26","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://onlinelibrary.wiley.com/doi/epdf/10.1002/jac5.1998","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"141968193","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
Integrating pharmacogenomic results in the electronic health record to facilitate precision medicine at a large multisite health system 将药物基因组学结果纳入电子病历,促进大型多地点医疗系统的精准医疗
IF 1.3 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2024-06-21 DOI: 10.1002/jac5.1996
Sarah A. Morris Pharm.D., D. Grace Nguyen Pharm.D., Victoria Morris M.Sc., Kaitlyn Mroz B.S., Simeon O. Kwange M.S., Jai N. Patel Pharm.D.

Pharmacogenomics (PGx) results can potentially guide the prescribing of dozens of medications; however, use of such results is often limited by the prescriber's awareness of results and knowledge of drug–gene interactions. Integration of PGx results with corresponding clinical decision support (CDS) in the electronic health record (EHR) is critical to facilitate genotype-guided medication prescribing among all clinicians in an integrated health system. We describe our experience with developing an infrastructure to house PGx results and ensure actionable findings can be used at the point of care in real time using CDS. Upon transitioning to a new EHR, PGx-related CDS alerts for more than 50 medications were developed using a systematic and multidisciplinary process where clinical pharmacist input was key. Multiple strategies were required to enable the storage of PGx results as discrete data from any laboratory source to drive CDS. EHR features were leveraged to link results from external laboratories to CDS and a homegrown translational software platform was developed to integrate results from the in-house genomics laboratory directly into the EHR. These processes enabled PGx result integration for 2342 patients. As an example, among 356 patients who were genotyped for CYP2C19 to guide voriconazole dosing as part of a standard protocol in bone marrow transplant, 114 (32%) had CDS alerts for medications other than voriconazole presented to a clinician. For 50 of these patients, alerts were presented to a clinician of a different specialty who likely was not aware the patient had PGx results. Clinical pharmacists at institutions performing PGx testing are encouraged to champion the integration of PGx results and CDS in the EHR to maximize clinician awareness and evidence-based use of PGx results.

药物基因组学(PGx)结果可为数十种药物的处方提供潜在指导;然而,这些结果的使用往往受限于处方者对结果的认识和对药物基因相互作用的了解。将 PGx 结果与电子病历(EHR)中相应的临床决策支持(CDS)整合在一起,对于促进综合医疗系统中所有临床医生在基因型指导下开药至关重要。我们介绍了在开发基础设施以存储 PGx 结果并确保可操作的结果可在护理点使用 CDS 实时使用方面的经验。在过渡到新的电子病历(EHR)后,我们采用系统化的多学科流程为 50 多种药物开发了与 PGx 相关的 CDS 警报,其中临床药剂师的投入是关键。需要采取多种策略,才能将 PGx 结果存储为来自任何实验室来源的离散数据,以驱动 CDS。利用电子病历的功能将外部实验室的结果链接到 CDS,并开发了一个自制的转化软件平台,将内部基因组学实验室的结果直接整合到电子病历中。这些流程实现了 2342 名患者的 PGx 结果整合。例如,作为骨髓移植标准方案的一部分,对 356 名患者进行了 CYP2C19 基因分型以指导伏立康唑用药,其中 114 人(32%)向临床医生发出了伏立康唑以外药物的 CDS 警报。其中有 50 名患者的警报是向不同专业的临床医生发出的,而该医生可能并不知道患者有 PGx 结果。我们鼓励进行 PGx 检验的机构的临床药剂师倡导将 PGx 检验结果和 CDS 整合到电子病历中,以最大限度地提高临床医生对 PGx 检验结果的认识和循证使用。
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引用次数: 0
Research and scholarly methods: Appraising the available literature to inform a research project 研究和学术方法:评估现有文献,为研究项目提供信息
IF 1.3 Q4 PHARMACOLOGY & PHARMACY Pub Date : 2024-06-19 DOI: 10.1002/jac5.1987
Blair J. MacDonald Pharm.D., Erica H. Z. Wang Pharm.D., Ricky D. Turgeon Pharm.D.

A literature review with an evaluation of existing evidence is often the first step in designing a research project. This article provides a systematic framework and guide for clinicians, researchers, and clinician-scientists to appraise the available literature to inform a clinical research project. The three-step approach outlined in this article starts with defining your research question using the Population Intervention Comparator Outcome-Design framework, followed by evaluation of the existing evidence and identification of gaps that could be addressed by a research project, and ends with guidance to refine the research question and start preparing a protocol.

对现有证据进行评估的文献综述通常是设计研究项目的第一步。本文为临床医生、研究人员和临床科学家提供了一个系统的框架和指南,帮助他们评估现有文献,为临床研究项目提供依据。本文概述的三步法首先是使用人群干预比较结果设计框架确定研究问题,然后评估现有证据并确定研究项目可以弥补的差距,最后指导如何完善研究问题并开始准备方案。
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引用次数: 0
期刊
Journal of the American College of Clinical Pharmacy : JACCP
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