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Effectiveness, challenges, and improvement strategies for active tuberculosis case-finding practices by community pharmacy personnel: A scoping review 社区药房人员主动肺结核病例发现实践的有效性、挑战和改进策略:范围综述。
IF 2.5 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-01 DOI: 10.1016/j.japh.2025.102966
Carla Florencia, Kevin Aprilio, Dian Ayu Eka Pitaloka, Rob E. Aarnoutse, Ivan Surya Pradipta

Background

Tuberculosis (TB) remains a major health challenge, with delayed detection accelerating its spread. Pharmacies are often the first contact for individuals with TB symptoms, yet their role in active case finding is underutilized.

Objective

This scoping review aims to comprehensively map the current studies, challenges, and potential strategies for effective and sustainable implementation.

Methods

Following the Preferred Reporting Items for Systematic Reviews and Meta-Analyses for Scoping Reviews guidelines, we searched PubMed and Scopus for relevant studies up to October 26, 2023. We included studies on community pharmacy personnel (PP) engaged in active TB case-finding. Outcomes covered effectiveness, challenges, and potential strategies for active TB case finding involving PP. Two reviewers independently screened and extracted data, which were synthesized using the Consolidated Framework for Implementation Research.

Results

Twelve of 2003 articles met the inclusion criteria. All studies showed a contribution to TB case finding. However, key challenges identified include the complexity of integrating TB case-detection into routine workflows, patients' access barriers to clinics, and lack of resources. PP also faced issues such as their lack of confidence in TB screening and inadequate knowledge regarding TB referral. Improvement strategies are electronic referral, capacity building for PP, free diagnostic services, incentives for PP, and improved coordination between PP and TB program staff.

Conclusion

Enhancing active TB case detection by PP requires addressing challenges in workflow integration, patient access, and resource limitations. Capacity building, electronic referrals, free diagnostics, and incentives are key strategies to support PP involvement. Strengthening collaboration between the PP and TB program staff is essential for effective and sustainable referral processes.
背景:结核病(TB)仍然是一项重大的卫生挑战,延迟发现加速了其传播。药房往往是出现结核症状的个人的第一接触者,但它们在积极发现病例方面的作用未得到充分利用。这一范围审查旨在全面描绘当前的研究、挑战和有效和可持续实施的潜在战略。方法:根据PRISMA-ScR指南,我们检索PubMed和Scopus相关研究,截止到2023年10月26日。我们纳入了社区药房人员(PP)参与主动结核病例发现的研究。结果包括涉及PP的活动性结核病病例发现的有效性、挑战和潜在策略。两名审稿人独立筛选和提取数据,并使用实施研究综合框架对数据进行综合。结果:2003篇文章中有12篇符合纳入标准。所有研究都显示了对结核病病例发现的贡献。然而,确定的主要挑战包括将结核病病例检测纳入常规工作流程的复杂性、患者进入诊所的障碍以及缺乏资源。PP还面临着诸如他们对结核病筛查缺乏信心和对结核病转诊知识不足等问题。改进策略包括电子转诊、公私合作能力建设、免费诊断服务、公私合作激励措施以及加强公私合作与结核病规划工作人员之间的协调。结论:通过PP提高活动性结核病病例检出率需要解决工作流程整合、患者可及性和资源限制方面的挑战。能力建设、电子转诊、免费诊断和激励措施是支持PP参与的关键战略。加强规划和结核病规划工作人员之间的合作对于有效和可持续的转诊过程至关重要。
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引用次数: 0
Multilevel factors associated with timeliness of care along the lung cancer care continuum: A systematic review 在肺癌治疗连续体中与治疗及时性相关的多水平因素-一项系统综述。
IF 2.5 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-01 DOI: 10.1016/j.japh.2025.102965
Sabina Nduaguba, Safalta Khadka, Nicole Stout, Mohammad Almubarak, Kimberly Kelly

Background

Factors affecting time to lung cancer care may occur at multiple levels of influence.

Objective

The study aimed to identify multilevel factors associated with delays in lung cancer care.

Methods

Following Preferred Reporting Items for Systematic reviews and Meta-Analysis guidelines, Medline (PubMed), CINAHL, and SCOPUS were searched using validated search terms for lung cancer and factors, health disparities and time/delay. Eligible studies included original articles with quantitative, qualitative, or mixed-methods designs that investigated health disparities in, risk factors for, or barriers to timely screening, confirmatory diagnosis, or treatment among patients with lung cancer or those at risk for lung cancer. Title/abstract (TIAB), and full-text screening, study quality assessment (QA), and data extraction were conducted by 2 reviewers.

Results

13,068, 2608, and 424 TIAB were identified from PubMed, CINAHL, and SCOPUS, respectively. After deduplication, 14,405 articles were screened and 74 full-texts were assessed. Fifteen studies (all quantitative) were selected for QA and data extracted. Based on the National Institutes of Health QA tool, 5, 6, and 4 studies were rated good, fair, and poor, respectively. Multilevel factors associated with diagnosis to treatment interval were: Patient (demographic – age, sex, race/ethnicity, marital status, region, health insurance; disease – comorbidity, lung cancer type, stage, tumor size, brain metastasis, and treatment), clinic setting (facility type), environmental (income, poverty, hospital supply, and subspecialist supply). Other intervals assessed include: screening to diagnosis, symptom to initial primary care provider visit, suspicious image to diagnostics, suspicious image to diagnosis, suspicious image to surgical referral, and surgical referral to surgery.

Conclusion

We did not identify any qualitative or mixed-methods study. The quality of the included quantitative were fair-good. Qualitative and mixed-methods studies on the timeliness of lung cancer care are recommended to provide context on multilevel factors. The identified multilevel factors will help in intervention planning to select intervention components that address gaps in the timeliness of lung cancer care.
背景:影响肺癌治疗时间的因素可能在多个层面发生影响。该研究旨在确定与肺癌治疗延迟相关的多水平因素。方法:按照PRISMA指南,使用经过验证的搜索词对Medline (PubMed)、CINAHL和SCOPUS进行肺癌及其相关因素、健康差异和时间/延迟的检索。符合条件的研究包括采用定量、定性或混合方法设计的原创文章,这些文章调查了肺癌患者或肺癌高危人群在及时筛查、确诊诊断或治疗方面的健康差异、危险因素或障碍。标题/摘要(TIAB)、全文筛选、研究质量评估(QA)和数据提取由两名审稿人进行。结果:分别从PubMed、CINAHL和SCOPUS中鉴定出13068、2608和424个TIAB。在重复数据删除后,筛选了14405篇文章,评估了74篇全文。选取15项研究(均为定量研究)进行质量保证并提取数据。基于NIH QA工具,分别有5项、6项和4项研究被评为良好、一般和差。与诊断到治疗间隔相关的多水平因素有:患者(人口统计学-年龄、性别、种族/民族、婚姻状况、地区、健康保险;疾病-合并症、肺癌类型、分期、肿瘤大小、脑转移、治疗)、诊所环境(设施类型)、环境(收入、贫困、医院供应、专科供应)。评估的其他间隔包括:筛查到诊断,症状到初级保健提供者就诊,可疑图像到诊断,可疑图像到诊断,可疑图像到外科转诊,外科转诊到外科手术。结论:我们没有发现任何定性或混合方法的研究。所包括的数量的质量是相当好的。建议对肺癌治疗及时性进行定性和混合方法研究,以提供多水平因素的背景。确定的多水平因素将有助于干预计划选择干预成分,以解决肺癌治疗及时性方面的差距。
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引用次数: 0
Implementation strategies for the provision of fentanyl test strips in community pharmacies: Perspectives from pharmacy teams and harm reduction experts 在社区药房提供芬太尼试纸条的实施战略:来自药房小组和减少危害专家的观点。
IF 2.5 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2026-01-01 DOI: 10.1016/j.japh.2025.102981
Thai Q. Nguyen, Brianna E. Smith, Ian Foo, Mayka Chaves, Joni C. Carroll

Background

Fentanyl test strips (FTS) are harm reduction (HR) tools that allow people who use drugs (PWUD) to check drug supplies for fentanyl. Pharmacies can be locations to access FTS services given their accessibility in communities; however, many pharmacy teams may not know how to provide this service. There is a need to better understand best practices for the implementation of FTS within pharmacies.

Objectives

This research aimed to identify strategies for implementing the provision of FTS in Pennsylvania community pharmacies.

Methods

This was a preimplementation qualitative study. We conducted focus groups with pharmacy teams and HR experts. Participants were selected using a purposeful, mixed heterogeneity and snowball sampling strategy. The discussion guide was informed by (1) the National Harm Reduction Coalition’s Principles of Harm Reduction, (2) previous published barriers to HR in the pharmacies, and (3) the Consolidation Framework for Implementation Research 2.0. Data were analyzed using an inductive thematic analysis, and findings were returned to participants for member checking purposes.

Results

Seven pharmacy team members and 7 HR experts participated in 4 focus group discussions. Seven strategies were identified: (1) adopt HR principles in your pharmacy practice before FTS implementation; (2) educate yourself, your pharmacy team, your patients, health care providers, and your community about FTS and HR; (3) partner with organizations and providers to implement FTS and other HR services; (4) normalize providing drug checking tools, like FTS, and other HR products and services in the pharmacy; (5) build relationships with PWUD and their communities; (6) offer other health and patient care services alongside providing FTS; and (7) plan for FTS/HR service implementation and sustainability.

Conclusion

Both pharmacists and HR experts supported FTS distribution through community pharmacies. Seven strategies emerged from focus group discussions that guide FTS service implementation within pharmacies.
背景:芬太尼试纸(FTS)是减少危害(HR)的工具,允许PWUD检查芬太尼的药物供应。药店可以作为获得FTS服务的地点,因为它们在社区中可获得;然而,许多药房团队可能不知道如何提供这项服务。有必要更好地了解在药房内实施FTS的最佳做法。目的:本研究的目的是确定在宾夕法尼亚州社区药房实施FTS提供的策略。方法:本研究为实施前定性研究。我们与药房团队和人力资源专家进行了焦点小组讨论。参与者选择使用有目的的,混合异质性和滚雪球抽样策略。讨论指南参考了全国减少伤害联盟的《减少伤害原则》;(2)药店人力资源壁垒的前期公布;(3)实施研究整合框架(CFIR) 2.0。数据分析使用归纳专题分析和结果返回给参与者成员检查的目的。结果:7名药学团队成员和7名人力资源专家参加了4次焦点小组讨论。确定了七个策略:1)在实施FTS之前,在药房实践中采用人力资源原则;2)让你自己、你的药房团队、你的病人、医疗保健提供者和你的社区了解FTS和HR;3)与组织和供应商合作实施FTS和其他人力资源服务;4)规范提供药物检查工具,如FTS,以及药房的其他人力资源产品和服务;5)与吸毒者及其社区建立关系;6)在提供FTS服务的同时,提供其他保健和病人护理服务;计划FTS/HR服务的实施和可持续性。结论:药师和人力资源专家均支持通过社区药房发放FTS。焦点小组讨论产生了7项战略,为药房内FTS服务的实施提供指导。
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引用次数: 0
Disparity implications of machine-learning-based MTM eligibility criteria 基于机器学习的MTM资格标准的差异含义。
IF 2.5 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2025-12-30 DOI: 10.1016/j.japh.2025.103015
Chi Chun Steve Tsang, Yan Cui, William C. Cushman, Catherine M. Crill, Katherine Stracner, Junling Wang

Background

Although Medicare Medication Therapy Management (MTM) programs have demonstrated clinical and economic benefits, racial/ethnic minority groups face challenges meeting eligibility criteria for enrollment. In 2017, the Centers for Medicare and Medicaid Services launched the 5-year Enhanced MTM demonstration, granting Part D plans flexibility in identifying eligible beneficiaries. However, because participating plans adopted predictive modeling to determine eligibility, concerns persist that this approach may perpetuate existing racial/ethnic disparities.

Objectives

To assess whether health cost-based MTM eligibility differs across race/ethnicity and whether machine learning models reproduce observed disparities in predicted eligibility.

Methods

This study analyzed 2019 Medicare administrative data linked to the Area Health Resource File for a 10% random sample of fee-for-service beneficiaries. Outcomes were binary indicators of top-quartile medication and health care costs, each measured from the Medicare and health care system perspectives. Multivariable logistic regression was employed to assess racial/ethnic disparities in top-quartile costs, using 6 algorithms – regularized logistic regression, random forest, gradient boosted trees, support vector machine, multilayer perceptron, and a consensus model. Predicted probabilities were computed to assess disparities in model outputs using multivariable fractional logistic regression.

Results

Among 1,848,654 Medicare beneficiaries, Black and Hispanic individuals had significantly lower adjusted odds of top-quartile costs across all cost outcomes compared to their non-Hispanic White counterparts. For instance, the odds of being in the top quartile for total medication costs were 28% lower for Black beneficiaries (odds ratio [OR] = 0.72, 95% confidence interval [CI] = 0.70–0.75) and 21% lower for Hispanic beneficiaries (OR = 0.79, 95% CI = 0.74–0.84). Machine learning models reproduced these disparities in predicted probabilities, mirroring patterns in the empirical data.

Conclusion

Implementing cost-based MTM eligibility through predictive algorithms may perpetuate racial/ethnic disparities in MTM program access. Future research should explore strategies to mitigate such a potential when using such modeling to determine MTM eligibility.
背景:虽然医疗保险药物治疗管理(MTM)项目已经证明了临床和经济效益,但种族/少数民族群体面临着满足入组资格标准的挑战。2017年,医疗保险和医疗补助服务中心启动了为期5年的强化MTM示范,赋予D部分计划在确定合格受益人方面的灵活性。然而,由于参与计划采用预测模型来确定资格,人们仍然担心这种方法可能会使现有的种族/民族差异永续存在。目的:评估基于健康成本的MTM资格是否因种族/民族而异,以及机器学习模型是否再现了预测资格中观察到的差异。方法:本研究分析了与地区卫生资源文件相关的2019年医疗保险管理数据,随机抽取10%的付费服务受益人样本。结果是前四分位数药物和医疗保健费用的二元指标,每个指标都是从医疗保险和医疗保健系统的角度来衡量的。采用多变量逻辑回归来评估种族/民族在前四分位数成本上的差异,使用六种算法-正则化逻辑回归,随机森林,梯度增强树,支持向量机,多层感知器和共识模型。使用多变量分数逻辑回归计算预测概率以评估模型输出的差异。结果:在1848654名医疗保险受益人中,与非西班牙裔白人相比,黑人和西班牙裔个体在所有成本结果中获得前四分位数成本的调整几率显著降低。例如,黑人受益人在总药物费用中处于前四分位数的几率低28%(比值比[OR]=0.72, 95%可信区间[CI]=0.70-0.75),西班牙裔受益人低21% (OR=0.79, 95% CI=0.74-0.84)。机器学习模型在预测概率中再现了这些差异,反映了经验数据中的模式。结论:通过预测算法实施基于成本的MTM资格可能会使MTM计划获得中的种族/民族差异永续存在。未来的研究应该探索在使用这种建模来确定MTM资格时减轻这种潜力的策略。
{"title":"Disparity implications of machine-learning-based MTM eligibility criteria","authors":"Chi Chun Steve Tsang,&nbsp;Yan Cui,&nbsp;William C. Cushman,&nbsp;Catherine M. Crill,&nbsp;Katherine Stracner,&nbsp;Junling Wang","doi":"10.1016/j.japh.2025.103015","DOIUrl":"10.1016/j.japh.2025.103015","url":null,"abstract":"<div><h3>Background</h3><div>Although Medicare Medication Therapy Management (MTM) programs have demonstrated clinical and economic benefits, racial/ethnic minority groups face challenges meeting eligibility criteria for enrollment. In 2017, the Centers for Medicare and Medicaid Services launched the 5-year Enhanced MTM demonstration, granting Part D plans flexibility in identifying eligible beneficiaries. However, because participating plans adopted predictive modeling to determine eligibility, concerns persist that this approach may perpetuate existing racial/ethnic disparities.</div></div><div><h3>Objectives</h3><div>To assess whether health cost-based MTM eligibility differs across race/ethnicity and whether machine learning models reproduce observed disparities in predicted eligibility.</div></div><div><h3>Methods</h3><div>This study analyzed 2019 Medicare administrative data linked to the Area Health Resource File for a 10% random sample of fee-for-service beneficiaries. Outcomes were binary indicators of top-quartile medication and health care costs, each measured from the Medicare and health care system perspectives. Multivariable logistic regression was employed to assess racial/ethnic disparities in top-quartile costs, using 6 algorithms – regularized logistic regression, random forest, gradient boosted trees, support vector machine, multilayer perceptron, and a consensus model. Predicted probabilities were computed to assess disparities in model outputs using multivariable fractional logistic regression.</div></div><div><h3>Results</h3><div>Among 1,848,654 Medicare beneficiaries, Black and Hispanic individuals had significantly lower adjusted odds of top-quartile costs across all cost outcomes compared to their non-Hispanic White counterparts. For instance, the odds of being in the top quartile for total medication costs were 28% lower for Black beneficiaries (odds ratio [OR] = 0.72, 95% confidence interval [CI] = 0.70–0.75) and 21% lower for Hispanic beneficiaries (OR = 0.79, 95% CI = 0.74–0.84). Machine learning models reproduced these disparities in predicted probabilities, mirroring patterns in the empirical data.</div></div><div><h3>Conclusion</h3><div>Implementing cost-based MTM eligibility through predictive algorithms may perpetuate racial/ethnic disparities in MTM program access. Future research should explore strategies to mitigate such a potential when using such modeling to determine MTM eligibility.</div></div>","PeriodicalId":50015,"journal":{"name":"Journal of the American Pharmacists Association","volume":"66 2","pages":"Article 103015"},"PeriodicalIF":2.5,"publicationDate":"2025-12-30","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145890920","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
How individuals choose medications: Tool development for a discrete choice experiment on eye allergy treatment decisions 个人如何选择药物:一个关于眼睛过敏治疗决策的离散选择实验的工具开发。
IF 2.5 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2025-12-24 DOI: 10.1016/j.japh.2025.103010
Laura Formosa, Ruben Vargas, Leslie Wilson

Background

Allergic conjunctivitis affects nearly 40% of the U.S. population, triggered by allergens like pollen or pet dander. Since only 10% of individuals seek medical attention, most rely on over-the-counter (OTC) treatments. The condition can be managed with OTC and prescription (Rx) medications, depending on symptom severity. However, little is known about how individuals decide between treatment approaches.

Objectives

This study aimed to develop and pilot-test a choice-based conjoint (CBC) tool to measure preferences for 3 treatment approaches: 1) self-selected OTC treatment, 2) pharmacist-advised OTC treatment, and 3) physician-prescribed Rx treatment.

Methods

We developed a CBC tool following ISPOR guidelines for conjoint analysis and discrete choice experiments. Key steps included identifying relevant attributes through literature review, validating them through interviews (n = 9), and designing the CBC in Sawtooth Software (Sawtooth Software, Inc) with 10 random and 3 fixed scenarios. Validity testing was conducted with 22 participants to evaluate the tool's ability to capture variability across preference responses.

Results

The CBC tool included 7 attributes: speed of access to treatment, first treatment decision, accuracy of treatment, ease and comfort of administration, cost, time and duration of relief, and side effects, each with 2–3 levels. Validity results showed capture of variability in responses and ability to respond to fixed questions.

Conclusion

This research developed a CBC tool using discrete choice methods to measure how individuals make trade-offs among access, symptom relief, and other factors when selecting treatment approaches for allergic conjunctivitis. The tool offers a replicable framework for measuring individual's treatment management decisions in health care across the health care continuum. This tool will allow measurement of individual preferences for medication choices across the spectrum from self- or pharmacy-assisted OTC, to physician prescribed treatments.
背景:过敏性结膜炎影响了近40%的美国人口,由花粉或宠物皮屑等过敏原引发。由于只有10%的人寻求医疗护理,大多数人依赖于非处方(OTC)治疗。这种情况可以根据症状的严重程度用OTC和处方药物治疗。然而,人们对个体如何选择不同的治疗方法知之甚少。目的:本研究旨在开发和试点测试一个基于选择的联合(CBC)工具来衡量三种治疗方法的偏好:1)自我选择的OTC治疗,2)药剂师建议的OTC治疗,3)医生开处方的Rx治疗。方法:我们根据ISPOR指南开发了CBC工具,用于联合分析和离散选择实验(dce)。关键步骤包括通过文献综述识别相关属性,通过访谈(n=9)进行验证,并在Sawtooth Software中设计CBC,包含10个随机场景和3个固定场景。对22名参与者进行了有效性测试,以评估该工具在偏好反应中捕捉可变性的能力。结果:CBC工具包括7个属性:获得治疗的速度、首次治疗决策、治疗的准确性、给药的易用性和舒适性、成本、缓解时间和持续时间、副作用,每个属性为2-3个级别。效度结果显示了反应的可变性和对固定问题的反应能力。结论:本研究开发了一种CBC工具,使用离散选择方法来衡量个体在选择过敏性结膜炎治疗方法时如何在可及性、症状缓解和其他因素之间进行权衡。该工具提供了一个可复制的框架,用于衡量整个医疗保健连续体中个人的治疗管理决策。该工具将允许测量个人对药物选择的偏好,从自我或药物辅助的OTC到医生处方治疗。
{"title":"How individuals choose medications: Tool development for a discrete choice experiment on eye allergy treatment decisions","authors":"Laura Formosa,&nbsp;Ruben Vargas,&nbsp;Leslie Wilson","doi":"10.1016/j.japh.2025.103010","DOIUrl":"10.1016/j.japh.2025.103010","url":null,"abstract":"<div><h3>Background</h3><div>Allergic conjunctivitis affects nearly 40% of the U.S. population, triggered by allergens like pollen or pet dander. Since only 10% of individuals seek medical attention, most rely on over-the-counter (OTC) treatments. The condition can be managed with OTC and prescription (Rx) medications, depending on symptom severity. However, little is known about how individuals decide between treatment approaches.</div></div><div><h3>Objectives</h3><div>This study aimed to develop and pilot-test a choice-based conjoint (CBC) tool to measure preferences for 3 treatment approaches: 1) self-selected OTC treatment, 2) pharmacist-advised OTC treatment, and 3) physician-prescribed Rx treatment.</div></div><div><h3>Methods</h3><div>We developed a CBC tool following ISPOR guidelines for conjoint analysis and discrete choice experiments. Key steps included identifying relevant attributes through literature review, validating them through interviews (n = 9), and designing the CBC in Sawtooth Software (Sawtooth Software, Inc) with 10 random and 3 fixed scenarios. Validity testing was conducted with 22 participants to evaluate the tool's ability to capture variability across preference responses.</div></div><div><h3>Results</h3><div>The CBC tool included 7 attributes: speed of access to treatment, first treatment decision, accuracy of treatment, ease and comfort of administration, cost, time and duration of relief, and side effects, each with 2–3 levels. Validity results showed capture of variability in responses and ability to respond to fixed questions.</div></div><div><h3>Conclusion</h3><div>This research developed a CBC tool using discrete choice methods to measure how individuals make trade-offs among access, symptom relief, and other factors when selecting treatment approaches for allergic conjunctivitis. The tool offers a replicable framework for measuring individual's treatment management decisions in health care across the health care continuum. This tool will allow measurement of individual preferences for medication choices across the spectrum from self- or pharmacy-assisted OTC, to physician prescribed treatments.</div></div>","PeriodicalId":50015,"journal":{"name":"Journal of the American Pharmacists Association","volume":"66 2","pages":"Article 103010"},"PeriodicalIF":2.5,"publicationDate":"2025-12-24","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145844661","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Pharmacists' propensity to trust automated technologies: A demographic analysis 药剂师信任自动化技术的倾向:人口统计学分析。
IF 2.5 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2025-12-23 DOI: 10.1016/j.japh.2025.103011
Megan Whitaker, Brigid Rowell, Jin Yong Kim, Raed Al Kontar, X. Jessie Yang, Corey A. Lester

Background

Artificial intelligence (AI), in conjunction with automated technologies, is being deployed in pharmacies. Little research has been published regarding pharmacists' general willingness to trust AI. Understanding pharmacists' propensity to trust (PTT) AI may help guide the successful implementation and adoption of AI tools.

Objective

The objective is to assess pharmacists' PTT AI with automated technology and identify factors that may influence this tendency.

Methods

As part of a larger study, licensed pharmacists completed a demographics survey and the PTT survey before testing AI advice on medication fills. The PTT survey consisted of 6 statements about AI and pharmacists indicated their level of agreement using a 5-point Likert scale, with higher numbers indicating more agreement. Summary statistics, Kruskal-Wallis tests, linear regressions, and confidence intervals were calculated.

Results

Ninety-nine pharmacists completed the surveys. The mean pharmacist age was 38.1 years and the median PTT score was 3.83 (P < 0.001). Age was a statistically significant predictor of PTT (β = 0.02, P < 0.001, and R2 = 0.11). Linear regressions yielded statistically significant results for age and the work experience category of 21 or more years. No significant differences were found between the PTT scores and gender, ethnicity, race, or pharmacy setting.

Conclusions

Older and more experienced pharmacists had higher PTT scores. Exposure to AI tools during pharmacy education may help younger pharmacists optimize their PTT AI.
背景:人工智能(AI)与自动化技术正在药房中得到应用。关于药剂师普遍愿意信任人工智能的研究很少发表。了解药剂师信任人工智能的倾向可能有助于指导人工智能工具的成功实施和采用。目的:目的是评估药剂师信任人工智能与自动化技术的倾向,并确定可能影响这种倾向的因素。方法:作为一项更大规模研究的一部分,在测试人工智能对药物填充物的建议之前,有执照的药剂师完成了一项人口统计调查和信任倾向(PTT)调查。PTT调查包括6个关于人工智能的陈述,药剂师使用5分李克特量表表示他们的同意程度,数字越高表示同意程度越高。计算了汇总统计、Kruskal-Wallis检验、线性回归和置信区间。结果:共有99名药师完成调查。药师平均年龄38.1岁,PTT评分中位数为3.83分(p 2 = 0.11)。线性回归对年龄和21年以上工作经验类别产生了统计上显著的结果。PTT评分与性别、民族、种族或药房设置之间无显著差异。结论:药师年龄越大,经验越丰富,PTT评分越高。在药学教育期间接触人工智能工具可能有助于年轻药剂师优化他们对人工智能的信任倾向。
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引用次数: 0
A unifying vision for pharmacy: Defining professional identity through stakeholder perspectives 药剂学的统一愿景:从利益相关者的角度定义职业身份。
IF 2.5 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2025-12-23 DOI: 10.1016/j.japh.2025.103013
Denise H. Rhoney, Kimberly K. Daugherty, Aleda M.H. Chen, Mariann Churchwell, Stephanie Sibicky, Krisy-Ann Thornby, Nicholas R. Nelson, Erika L. Kleppinger, Dennis Parker, Kelly R. Ragucci, Cindy D. Stowe PharmD, Tina P. Brock

Background

Amid evolving health care demands, pharmacy faces a critical identity inflection point that requires a cohesive vision.

Objective

This study aimed to define a cohesive, stakeholder-informed vision for the U.S. pharmacist's societal role by analyzing perceptions from across education, practice, and policy.

Methods

The study applied a multimethod qualitative design guided by constructivist epistemology incorporating thematic analysis, metaphor discourse analysis, force field mapping, and analysis of alignment with national forecast reports. Data were collected from 27 focus groups and 8 individual interviews with 148 participants representing 8 stakeholder categories.

Results

From these themes, five metaphorical roles emerged, medication safety and optimization; access and equity in health care; chronic disease management; health promotion and preventative services; and patient education, counseling, and advocacy, highlighting broad agreement on pharmacists' contributions. Five metaphorical roles, safety net, steward, coach, navigator, and advocate, reflected a multidimensional professional identity. Force field analysis demonstrated a balance between driving forces, such as accessibility, medication safety, and public health leadership, and restraining forces, including lack of provider status, regulatory variation, and workforce instability. Comparative analysis showed strong alignment with national pharmacy forecasts, though gaps emerged in areas such as digital readiness, economic literacy, and global practice models.

Conclusion

This study provides an empirically grounded framework to inform a unifying vision for pharmacy's future. Stakeholder insights reinforce the need for education reform, policy realignment, and narrative clarity to reposition pharmacists as essential contributors to health-system transformation. By embracing a hybrid identity and dismantling structural barriers, the profession can fulfill its societal mandate in safety, accessibility, and care innovation.
背景:在不断发展的医疗保健需求中,药房面临着一个关键的身份拐点,需要一个有凝聚力的愿景。目的:本研究旨在通过分析来自教育、实践和政策的看法,为美国药剂师的社会角色定义一个有凝聚力的、利益相关者知情的愿景。方法:采用建构主义认识论指导下的多方法定性设计,结合主题分析、隐喻话语分析、力场映射和与国家预测报告的一致性分析。数据收集自27个焦点小组和8个个人访谈,148名参与者代表8个利益相关者类别。结果:出现6个趋同主题:用药安全与优化;卫生保健的可及性和公平性;慢性病管理;促进健康和预防服务;以及患者教育、咨询和宣传,强调了对药剂师贡献的广泛认同。五个隐喻的角色,安全网,管家,教练,领航员和倡导者,反映了一个多维的职业身份。力场分析显示了驱动力(如可及性、药物安全和公共卫生领导)和约束力(包括缺乏提供者地位、监管变化和劳动力不稳定)之间的平衡。对比分析显示,与国家药房预测高度一致,但在数字化准备程度、经济素养和全球实践模型等领域出现了差距。结论:本研究提供了一个基于经验的框架,为药学的未来提供了一个统一的愿景。利益攸关方的见解加强了教育改革、政策调整和叙事清晰的必要性,从而将药剂师重新定位为卫生系统转型的重要贡献者。通过拥抱混合身份和拆除结构性障碍,该职业可以在安全、可及性和护理创新方面履行其社会使命。
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引用次数: 0
Expanding pharmacogenomics in the community pharmacy setting: A survey of Alabama community pharmacists' confidence, perceptions, interest, and preparedness 扩大药物基因组学在社区药房设置:阿拉巴马州社区药剂师的信心,观念,兴趣和准备的调查。
IF 2.5 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2025-12-23 DOI: 10.1016/j.japh.2025.103012
Courtney S. Watts Alexander, Lucia G. Tocco, Lena D. McDowell, Lindsey A. Hohmann, Kimberly Braxton Lloyd, Olivia G. Chafe, Courtney E. Gamston

Background

Pharmacogenomics (PGx) clinical decision support (CDS) is essential for effective PGx implementation, yet most tools remain confined to institutional settings. Community pharmacists, who make up nearly half of the U.S. pharmacy workforce, are among the most accessible health care providers, offering care without appointments and reaching patients across both urban and rural areas. This accessibility positions them as critical entry points for delivering PGx services and advancing equitable access. However, many lack the training and resources necessary to provide informed PGx care.

Objective

The purpose of this study was to survey Alabama community pharmacists to assess confidence in PGx knowledge and experiences, perceived benefits and barriers, and interest and preparedness for implementation, with attention to the role of CDS tools.

Methods

A cross-sectional survey was distributed via email to Alabama pharmacists between September and October 2024. Items included Likert-type scales, multiple-choice, yes/no, and open responses. Descriptive statistics characterized responses, and Mann-Whitney U tests compared responses between subgroups.

Results

Of 1638 invited pharmacists, 233 responded (14.2%), with 135 included in the analysis. Participants were primarily female (70.9%), urban (81.5%), and averaged 45.4 years of age. Only 19% reported prior PGx training. Confidence in foundational knowledge was low (mean scale score = 2.74, standard deviation [SD] = 0.44). Perceived benefits were high (mean scale score = 4.06, SD = 0.17). Interest and preparedness varied (interest = 3.52 [SD = 0.15]; preparedness = 2.69 [SD = 0.32]). Fifty percent desired PGx-CDS tools, and 53% expressed interest in offering PGx services; however, few reported adequate site resources.

Conclusion

Alabama pharmacists expressed strong PGx interest and perceived benefits, but reported gaps in knowledge, confidence, and infrastructure. Given their accessibility, community pharmacists represent a critical bridge to equitable PGx adoption. Expanding PGx education, training, and CDS integration is essential to enable sustainable PGx delivery in community pharmacy.
背景:药物基因组学(PGx)临床决策支持(CDS)对于有效实施PGx至关重要,但大多数工具仍然局限于机构设置。社区药剂师占美国药房劳动力的一半以上,是最容易获得的医疗保健提供者之一,提供无需预约的护理,并为城市和农村地区的患者提供服务。这种可访问性使它们成为提供PGx服务和促进公平获取的关键切入点。然而,许多人缺乏必要的培训和资源来提供知情的PGx护理。目的:本研究的目的是调查阿拉巴马州社区药剂师评估对PGx知识和经验的信心,感知的利益和障碍,以及实施的兴趣和准备,并关注CDS工具的作用。方法:于2024年9 - 10月通过电子邮件对阿拉巴马州药师进行横断面调查。项目包括李克特量表、多项选择、是/否和开放式回答。描述性统计描述了反应,Mann-Whitney U检验比较了亚组之间的反应。结果:1638名受邀药师中,有233人回复,占14.2%,其中135人纳入分析。参与者主要是女性(70.9%),城市(81.5%),平均年龄为45.4岁。只有19%的人表示之前接受过PGx培训。对基础知识的信心较低(量表平均得分为2.74,SD = 0.44)。感知效益高(量表平均得分= 4.06,SD = 0.17)。兴趣和准备程度各不相同(兴趣= 3.52 [SD = 0.15],准备程度= 2.69 [SD = 0.32])。50%的人希望使用PGx- cds工具,53%的人表示有兴趣提供PGx服务;然而,很少有人报告有足够的场地资源。结论:阿拉巴马州的药剂师表达了强烈的PGx兴趣和感知的利益,但报告的知识,信心和基础设施的差距。鉴于其可及性,社区药剂师是公平采用PGx的关键桥梁。扩大PGx教育、培训和CDS整合对于社区药房可持续提供PGx至关重要。
{"title":"Expanding pharmacogenomics in the community pharmacy setting: A survey of Alabama community pharmacists' confidence, perceptions, interest, and preparedness","authors":"Courtney S. Watts Alexander,&nbsp;Lucia G. Tocco,&nbsp;Lena D. McDowell,&nbsp;Lindsey A. Hohmann,&nbsp;Kimberly Braxton Lloyd,&nbsp;Olivia G. Chafe,&nbsp;Courtney E. Gamston","doi":"10.1016/j.japh.2025.103012","DOIUrl":"10.1016/j.japh.2025.103012","url":null,"abstract":"<div><h3>Background</h3><div>Pharmacogenomics (PGx) clinical decision support (CDS) is essential for effective PGx implementation, yet most tools remain confined to institutional settings. Community pharmacists, who make up nearly half of the U.S. pharmacy workforce, are among the most accessible health care providers, offering care without appointments and reaching patients across both urban and rural areas. This accessibility positions them as critical entry points for delivering PGx services and advancing equitable access. However, many lack the training and resources necessary to provide informed PGx care.</div></div><div><h3>Objective</h3><div>The purpose of this study was to survey Alabama community pharmacists to assess confidence in PGx knowledge and experiences, perceived benefits and barriers, and interest and preparedness for implementation, with attention to the role of CDS tools.</div></div><div><h3>Methods</h3><div>A cross-sectional survey was distributed via email to Alabama pharmacists between September and October 2024. Items included Likert-type scales, multiple-choice, yes/no, and open responses. Descriptive statistics characterized responses, and Mann-Whitney <em>U</em> tests compared responses between subgroups.</div></div><div><h3>Results</h3><div>Of 1638 invited pharmacists, 233 responded (14.2%), with 135 included in the analysis. Participants were primarily female (70.9%), urban (81.5%), and averaged 45.4 years of age. Only 19% reported prior PGx training. Confidence in foundational knowledge was low (mean scale score = 2.74, standard deviation [SD] = 0.44). Perceived benefits were high (mean scale score = 4.06, SD = 0.17). Interest and preparedness varied (interest = 3.52 [SD = 0.15]; preparedness = 2.69 [SD = 0.32]). Fifty percent desired PGx-CDS tools, and 53% expressed interest in offering PGx services; however, few reported adequate site resources.</div></div><div><h3>Conclusion</h3><div>Alabama pharmacists expressed strong PGx interest and perceived benefits, but reported gaps in knowledge, confidence, and infrastructure. Given their accessibility, community pharmacists represent a critical bridge to equitable PGx adoption. Expanding PGx education, training, and CDS integration is essential to enable sustainable PGx delivery in community pharmacy.</div></div>","PeriodicalId":50015,"journal":{"name":"Journal of the American Pharmacists Association","volume":"66 2","pages":"Article 103012"},"PeriodicalIF":2.5,"publicationDate":"2025-12-23","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145835824","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Implementation and outcomes of a pharmacist-led social determinants of health screening and intervention program in an integrated health system specialty pharmacy model 在综合卫生系统专业药房模式中,药剂师主导的健康筛查和干预项目的社会决定因素的实施和结果。
IF 2.5 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2025-12-18 DOI: 10.1016/j.japh.2025.103008
Irfana Lakada, Martha Stutsky, Carolkim Huynh, Shreevidya Periyasamy, Andrea Idusuyi

Background

Social determinants of health (SDOH) are nonmedical factors that impact health outcomes. Pharmacists within integrated health system specialty pharmacies (HSSPs) are positioned to identify and address SDOH barriers.

Objective

The objective was to implement and evaluate a pharmacist-led SDOH program for HSSP patients.

Practice description

The practice innovation was implemented within 4 health systems in Michigan and Massachusetts with associated HSSPs and a standard specialty pharmacy clinical management model incorporating initial patient counseling and periodic reassessments.

Practice innovation

A SDOH screening and intervention program was developed and piloted at 4 health systems with associated HSSPs. Patients with HIV, rheumatoid arthritis (RA), and hyperlipidemia meeting pre-defined inclusion criteria were enrolled in the program from September 2023 through September 2024. After screening patients for SDOH barriers, pharmacists offered targeted interventions and structured follow-ups to ensure resolution of challenges.

Evaluation methods

Patients enrolled in the program were analyzed using data extracted from the electronic medical record and patient management platform. The primary outcome was intervention acceptance rate; secondary outcomes included intervention categories, patient-perceived value of interventions, ongoing support needs, pharmacist time spent, and clinical outcomes.

Results

Of the 50 patients (HIV: n = 6; RA: n = 27; hyperlipidemia: n = 17) enrolled, 56% completed screening and 79% of those accepted interventions. Of the 19 patients who received follow-up, 63% found the interventions beneficial, and 4 required ongoing support. The most frequent interventions included food security/nutrition (46%) and physical activity (25%). The average time per intervention was 60 min (range: 15-180 min). Patients with interventions demonstrated clinical outcomes improvements, including a mean Routine Assessment of Patient Index Data 3 score reduction of 3 points (range: 1.3-27.3) and mean low-density lipoprotein reduction of 29.8 mg/dL (range: 44-137) for RA and hyperlipidemia, respectively.

Conclusions

These pilot results suggest that a pharmacist-led SDOH program may be effective in addressing patient barriers, demonstrated by high acceptance rate and perceived benefit of interventions and improved clinical outcomes.
背景:健康的社会决定因素(SDOH)是影响健康结果的非医学因素。综合卫生系统专业药房(hsps)内的药剂师定位于识别和解决SDOH障碍。目的:目的是实施和评估药师主导的HSSP患者SDOH计划。实践描述:实践创新在密歇根州和马萨诸塞州的四个卫生系统中实施,其中包括相关的HSSPs和标准的专业药房临床管理模式,包括初始患者咨询和定期重新评估。实践创新:在具有相关HSSPs的四个卫生系统中制定并试点了SDOH筛查和干预计划。2023年9月至2024年9月,符合预定纳入标准的HIV、类风湿关节炎(RA)和高脂血症患者被纳入该项目。在筛查患者SDOH障碍后,药剂师提供有针对性的干预措施和结构化的随访,以确保挑战的解决。评估方法:采用从电子病历和患者管理平台提取的数据对入组患者进行分析。主要观察指标为干预措施接受率;次要结果包括干预类别、患者对干预的感知价值、持续支持需求、药剂师花费的时间和临床结果。结果:纳入的50例患者(HIV: n=6; RA: n=27;高脂血症:n=17)中,56%完成筛查,79%接受干预。在接受随访的19名患者中,63%认为干预措施有益,4名需要持续支持。最常见的干预措施包括粮食安全/营养(46%)和身体活动(25%)。每次干预的平均时间为60分钟(范围:15-180分钟)。干预的患者表现出临床结果的改善,包括RA和高脂血症的平均RAPID3评分分别降低3分(范围:1.3-27.3)和平均LDL降低29.75 mg/dL(范围:44-137)。结论:这些试点结果表明,药剂师主导的SDOH项目可能有效地解决了患者的障碍,表明了高接受率和干预措施的感知效益,并改善了临床结果。
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引用次数: 0
Methemoglobinemia induced by dapsone, hydroxychloroquine, and rifampin combination for post-treatment Lyme disease syndrome: A case report 氨苯砜、羟氯喹和利福平联合治疗后莱姆病综合征致高铁血红蛋白血症1例
IF 2.5 4区 医学 Q3 PHARMACOLOGY & PHARMACY Pub Date : 2025-12-18 DOI: 10.1016/j.japh.2025.103009
Jarett Worden, Tyler Baumeister, Sarah Stogner, Nancy Henin, Rebecca A. Stern

Background

A patient presented to the emergency department with drug-induced methemoglobinemia due to a combination of medications prescribed for post-treatment Lyme disease syndrome (PTLDS). This case highlights the potential risks of dapsone, hydroxychloroquine (HCQ), and rifampin for the management of PTLDS.

Case summary

A 62-year-old female presented to the hospital with shortness of breath and low oxygen saturation. Past medical history included a diagnosis of PTLDS, for which she was prescribed a combination of dapsone, HCQ, doxycycline, rifampin, and ivermectin at home. The patient had an oxygen saturation of 88% on room air but was otherwise clinically stable. Arterial blood gas was obtained and demonstrated an elevated methemoglobin level (11.2%). Analysis of peripheral blood smear revealed oxidative hemolysis, indicating medication-induced methemoglobinemia. Glucose-6-phosphate-dehydrogenase (G6PD) testing was ordered to assess for G6PD deficiency, as this is a known risk factor for methemoglobinemia and had not previously been evaluated for this patient. Testing did not demonstrate a G6PD deficiency for this patient. A negative Lyme total antibody test confirmed no active infection. Both dapsone and HCQ are known to induce methemoglobinemia and the addition of rifampin may enhance this effect. Patient improved on supplemental oxygen, ascorbic acid, and discontinuation of dapsone, HCQ, ivermectin, doxycycline, and rifampin therapy.

Practice implications

There is no strong evidence for any anti-infectives used for the treatment of PTLDS, with either short- or long-term use. Dapsone and HCQ can each cause methemoglobinemia. That effect may be increased when used together, especially in combination with rifampin. Appropriate risk assessment and monitoring should be considered when utilizing this combination.
目的:一位因治疗后莱姆病综合征(PTLDS)联合用药而出现药物性高铁血红蛋白血症的患者。本病例强调了氨苯砜、羟氯喹(HCQ)和利福平治疗PTLDS的潜在风险。病例总结:一名62岁女性因呼吸短促和低血氧饱和度入院。既往病史包括PTLDS的诊断,为此在家中给她开了氨苯砜、HCQ、强力霉素、利福平和伊维菌素的联合治疗。患者在室内空气中氧饱和度为88%,但其他方面临床稳定。动脉血气显示高铁血红蛋白水平升高(11.2%)。外周血涂片分析显示氧化性溶血,提示药物性高铁血红蛋白血症。葡萄糖-6-磷酸脱氢酶(G6PD)检测被要求评估G6PD缺乏症,因为G6PD是高铁血红蛋白血症的已知危险因素,以前没有对该患者进行过评估。检测未显示该患者G6PD缺乏。莱姆病总抗体试验阴性,证实无活动性感染。已知氨苯砜和HCQ都能诱导高铁血红蛋白血症,利福平的加入可能会增强这种作用。患者在补充氧气、抗坏血酸和停止氨苯砜、HCQ、伊维菌素、强力霉素和利福平治疗后病情好转。实践意义:没有强有力的证据表明任何抗感染药物用于治疗PTLDS,无论是短期还是长期使用。氨苯砜和羟氯喹均可引起高铁血红蛋白血症。当一起使用时,这种效果可能会增加,特别是与利福平合用。在使用这种组合时,应考虑适当的风险评估和监测。
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引用次数: 0
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