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Health care resource utilization and costs of Medicare-enrolled patients with HR+/HER2- metastatic breast cancer treated with a CDK4/6i in the first-line setting. 医疗保险登记的HR+/HER2-转移性乳腺癌患者在一线接受CDK4/6i治疗的医疗资源利用和成本
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-01-01 DOI: 10.18553/jmcp.2025.31.1.6
Emma Behan, David L Veenstra, Aasthaa Bansal

Background: The introduction of cyclin-dependent kinases 4 and 6 inhibitors (CDK4/6is) has transformed the treatment landscape for patients with hormone receptor positive (HR+) and human epidermal growth factor receptor 2 negative (HER2-) metastatic breast cancer (MBC). To our knowledge, no studies have quantified health care resource utilization (HRU) or economic burden following CDK4/6i initiation in the Medicare population.

Objective: To describe HRU and quantify health care costs among Medicare-enrolled patients with HR+ HER2- MBC treated with CDK4/6is in the first-line setting.

Methods: We conducted a retrospective cohort study on Medicare-enrolled patients with HR+ HER2- MBC who initiated a CDK4/6i in the first-line setting between February 2, 2016, and December 31, 2022, using claims from the Merative MarketScan database. We examined all-cause HRU by summarizing the number of inpatient (IP), outpatient (OP), and emergency department (ED) visits as well as the length of stay during the 6 months following CDK4/6i initiation. Additionally, we assessed all-cause health care costs, including IP, OP, ED, and pharmacy, over the 1 year following CDK4/6i initiation using the Kaplan-Meier sample average estimator to account for censoring. We reported total health care costs as the sum of IP, OP, ED, and pharmacy costs.

Results: 901 patients met the inclusion criteria with a mean age of 74 years (SD = 6.84). Nearly 24% (n = 214) had an IP admission in the 6 months following CDK4/6i initiation. Among patients with an IP admission, the mean number of admissions per patient was 1.65 (SD = 0.98) with a mean length of stay per admission of 5.98 (SD = 6.25) days. Roughly 30% (n = 271) of patients had an ED visit, with a mean of 2.1 (SD = 1.54) visits per patient among those who had a visit. Most patients (n = 868, 96.44%) had an OP service, and among those with an OP service, the mean number of days with OP services was 19.96 (SD = 12.29). Mean total health care costs over the 1-year period following CDK4/6is were $62,228 (95% CI = 52,281-73,029) per patient with the main drivers being OP services ($31,686 [95% CI = 27,168-36,925]) and pharmacy costs ($22,727 [95% CI = 19,273-25,931]).

Conclusions: There are numerous sources of HRU and cost in patients following CDK4/6i initiation in the Medicare population. Patients with HR+ HER2- MBC incur high HRU, providing insights for health care decision-makers to optimize treatment strategies and resource allocation for this population.

背景:细胞周期蛋白依赖性激酶 4 和 6 抑制剂(CDK4/6is)的问世改变了激素受体阳性(HR+)和人表皮生长因子受体 2 阴性(HER2-)转移性乳腺癌(MBC)患者的治疗格局。据我们所知,还没有研究对医疗保险人群开始使用 CDK4/6i 后的医疗资源利用率(HRU)或经济负担进行量化:目的:描述一线使用 CDK4/6i 治疗的 HR+ HER2- MBC 医疗保险参保患者的 HRU 和量化医疗费用:我们利用 Merative MarketScan 数据库中的报销单,对 2016 年 2 月 2 日至 2022 年 12 月 31 日期间在一线接受 CDK4/6i 治疗的 HR+ HER2- MBC 医保参保患者进行了一项回顾性队列研究。我们总结了 CDK4/6i 使用后 6 个月内的住院患者 (IP)、门诊患者 (OP) 和急诊科患者 (ED) 的就诊次数以及住院时间,从而检查了全因 HRU。此外,我们还使用卡普兰-梅耶样本平均估算器评估了 CDK4/6i 使用后 1 年内的全因医疗费用,包括 IP、OP、ED 和药房费用,以考虑人口普查因素。我们将总医疗费用报告为IP、OP、ED和药房费用之和:901 名患者符合纳入标准,平均年龄为 74 岁(SD = 6.84)。近 24% 的患者(n = 214)在使用 CDK4/6i 后的 6 个月内曾入院接受 IP 治疗。在入院的 IP 患者中,每位患者的平均入院次数为 1.65 次(SD = 0.98),每次入院的平均住院时间为 5.98 天(SD = 6.25)。约 30% 的患者(n = 271)曾在急诊室就诊,平均每位患者就诊 2.1 次(SD = 1.54)。大多数患者(n = 868,96.44%)接受过 OP 服务,在接受过 OP 服务的患者中,接受 OP 服务的平均天数为 19.96 天(SD = 12.29)。在 CDK4/6is 后的 1 年期间,每位患者的平均医疗总成本为 62,228 美元(95% CI = 52,281-73,029 美元),其中主要是 OP 服务(31,686 美元 [95% CI = 27,168-36,925 美元] )和药房成本(22,727 美元 [95% CI = 19,273-25,931 美元]):结论:在医保人群中,患者使用 CDK4/6i 后产生的 HRU 和费用来源众多。HR+ HER2- MBC 患者的 HRU 很高,这为医疗决策者优化该人群的治疗策略和资源分配提供了启示。
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引用次数: 0
Impact of social determinants of health on esketamine nasal spray initiation among patients with treatment-resistant depression in the United States. 美国难治性抑郁症患者开始使用艾氯胺酮鼻喷雾剂的社会健康决定因素的影响
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-01-01 Epub Date: 2024-12-20 DOI: 10.18553/jmcp.2025.24240
Kristin Clemens, Maryia Zhdanava, Amanda Teeple, Arthur Voegel, Kruti Joshi, Aditi Shah, Cindy Chen, Dominic Pilon

Background: Disparities in mental health care access and health outcomes based on sociodemographic factors in the United States have been extensively documented. However, there is limited knowledge regarding these socioeconomic factors with respect to initiation of esketamine nasal spray, a novel therapy for treatment-resistant depression (TRD).

Objective: To evaluate the association of socioeconomic factors with the initiation of esketamine nasal spray.

Methods: Adults with TRD and commercial or Medicare Advantage (MA) insurance (Commercial-MA cohort) were included from Optum's deidentified Clinformatics Data Mart Database (January 2016-June 2022) and adults with Medicaid insurance (Medicaid cohort) were included from Merative MarketScan Multi-State Medicaid Database (January 2016-June 2022). The baseline period spanned 12 months before the index date (latter of evidence of TRD or US esketamine approval date); follow-up period spanned the index date until the end of health plan eligibility/data availability. Multivariate Cox proportional hazard models were used, separately for each cohort, to evaluate the association of characteristics with time to esketamine initiation; patients who did not initiate esketamine were censored at the end of follow-up.

Results: In the Commercial-MA cohort, 201,937 patients were included (75.0% female, mean age 62.3 years, 80.9% White, 82.8% having less than a bachelor's degree, 60.3% with a household income less than $75,000). Having both an education of less than a bachelor's degree and a household income less than $75,000 reduced the chance of esketamine initiation by 37% (hazard ratio [HR] = 0.63, P < 0.001). In the Medicaid cohort, 51,206 patients were included (77.8% female, mean age 43.2 years, 78.6% White). In both cohorts, chances of initiation trended to be lower in females (Commercial-MA: HR = 0.63, P < 0.001; Medicaid: HR = 0.68, P = 0.088), whereas racial or ethnic minorities had similar chances of initiation to White patients (Commercial-MA: HR = 1.23, P = 0.104; Medicaid: HR = 0.79, P = 0.376).

Conclusions: Disparities in esketamine nasal spray initiation were observed based on education, income, and gender highlighting a potential health equity gap.

背景:在美国,基于社会人口因素的精神卫生保健获取和健康结果的差异已被广泛记录。然而,关于艾氯胺酮鼻腔喷雾剂(一种治疗难治性抑郁症的新疗法)的开始,这些社会经济因素的知识有限。目的:评价社会经济因素与开始使用艾氯胺酮鼻喷雾剂的关系。方法:从Optum确定的临床信息学数据集市数据库(2016年1月- 2022年6月)中纳入具有TRD和商业或医疗保险优势(MA)保险的成年人(商业-MA队列),从Merative MarketScan多州医疗补助数据库(2016年1月- 2022年6月)中纳入具有医疗补助保险的成年人(Medicaid队列)。基线期为指标日期(TRD证据日期或美国艾氯胺酮批准日期后)之前的12个月;随访期从索引日起至健康计划资格/数据可用性结束为止。每个队列分别使用多变量Cox比例风险模型来评估特征与起始时间的关联;未开始使用艾氯胺酮的患者在随访结束时被剔除。结果:在Commercial-MA队列中,纳入了201,937例患者(75.0%为女性,平均年龄62.3岁,80.9%为白人,82.8%为本科以下学历,60.3%为家庭收入低于75,000美元)。教育程度低于学士学位和家庭收入低于75,000美元的人开始使用艾氯胺酮的几率降低了37%(风险比[HR] = 0.63, P < 0.001)。在医疗补助队列中,纳入51206例患者(77.8%为女性,平均年龄43.2岁,78.6%为白人)。在这两个队列中,女性的开始机会倾向于较低(Commercial-MA: HR = 0.63, P < 0.001;医疗补助:HR = 0.68, P = 0.088),而种族或少数民族与白人患者有相似的开始机会(商业- ma: HR = 1.23, P = 0.104;医疗补助:HR = 0.79, P = 0.376)。结论:根据教育程度、收入和性别,观察到艾氯胺酮鼻腔喷雾开始使用的差异,突出了潜在的健康公平差距。
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引用次数: 0
Annual prevalence of geographic atrophy and wet age-related macular degeneration among Medicare Advantage enrollees in a US health plan. 地理萎缩和湿性年龄相关性黄斑变性在美国医疗保险优势参保者中的年度患病率。
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-01-01 DOI: 10.18553/jmcp.2025.31.1.88
Vishal Saundankar, Mark Borns, Kelly Broderick, Birva Shah, Stuart Cowburn, Steven McFadden, Brandon Suehs

Background: Geographic atrophy (GA) is an advanced form of dry age-related macular degeneration (AMD) that can lead to visual impairment. Published studies estimate approximately 1 million people in the United States have GA in at least 1 eye. There is a lack of real-world evidence from the US payer perspective on the prevalence of AMD and GA among Medicare Advantage prescription drug (MAPD) plan enrollees.

Objective: To estimate the annual prevalence of GA, wet AMD, and co-occurring GA and wet AMD among MAPD plan enrollees from 2018 through 2021.

Methods: This retrospective, cross-sectional study estimated the prevalence of GA and AMD based on Medicare Advantage enrollee claims data. Individuals aged 65 years and older who had continuous enrollment throughout each calendar year constituted the denominator for each annual prevalence calculation. Enrollees with at least 1 medical claim with a diagnosis code for GA or wet AMD during each year were identified to estimate annual prevalence for that respective calendar year.

Results: The total number of patients in the denominator was 2,175,803 (2018); 2,445,163 (2019); 2,680,322 (2020); and 2,905,366 (2021). The annual prevalence of GA was 0.56% (2018), 0.55% (2019), 0.48% (2020), and 0.51% (2021). The annual prevalence of wet AMD was 1.2% (2018), 1.3% (2019), 1.2% (2020), and 1.3% (2021). The prevalence of GA was highest among individuals classified as White race (annual range 0.61% to 0.71%) and among patients with GA aged 75 years and older (range 0.95% to 1.11%). The proportion of patients with GA with co-occurring wet AMD was 25.6% to 28.0%. The annual prevalence of advanced AMD (GA or wet AMD) was 1.6% to 1.7%.

Conclusions: In the Medicare populations, the prevalence of GA was greatest among patients aged 75 years and older and individuals classified as White race. A substantial proportion of individuals with GA had evidence of co-occurring wet AMD. MAPD plans should evaluate how their membership may be impacted by the recently approved medications for the treatment of GA.

背景:地理萎缩(GA)是干性年龄相关性黄斑变性(AMD)的一种晚期形式,可导致视力损害。已发表的研究估计,在美国大约有100万人至少有一只眼睛患有GA。从美国付款人的角度来看,在医疗保险优势处方药(MAPD)计划的参保人中,AMD和GA的患病率缺乏真实的证据。目的:估计2018年至2021年MAPD计划参保者GA、湿性AMD以及GA和湿性AMD共发的年患病率。方法:这项回顾性的横断面研究估计了GA和AMD的患病率,基于医疗保险优势参保者的索赔数据。在每个日历年连续入组的65岁及以上个体构成每个年度患病率计算的分母。每年至少有1个医疗索赔的GA或湿性AMD诊断代码的参与者被确定,以估计相应日历年的年患病率。结果:分母患者总数为2175803例(2018年);2445163 (2019);2680322 (2020);和2,905,366(2021)。GA年患病率分别为0.56%(2018年)、0.55%(2019年)、0.48%(2020年)和0.51%(2021年)。湿性AMD的年患病率分别为1.2%(2018年)、1.3%(2019年)、1.2%(2020年)和1.3%(2021年)。白种人和75岁及以上的GA患者的GA患病率最高(分别为0.61% ~ 0.71%和0.95% ~ 1.11%)。GA合并湿性AMD的患者比例为25.6% ~ 28.0%。晚期AMD (GA或湿性AMD)的年患病率为1.6% ~ 1.7%。结论:在医疗保险人群中,GA的患病率在75岁及以上的患者和被归类为白人的个体中最高。相当大比例的GA患者有共同发生湿性AMD的证据。MAPD计划应评估其成员资格如何受到最近批准的GA治疗药物的影响。
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引用次数: 0
Dynamic changes in medication burden leading to fall and hospital readmissions in older adults: Toward a strategy for improving risk and managing costs. 导致老年人跌倒和再入院的药物负担的动态变化:改善风险和管理成本的策略
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-01-01 DOI: 10.18553/jmcp.2025.31.1.96
Rafia S Rasu, Christy Xavier, Nahid Rianon
<p><p>The majority of a health plan's performance and designated Star Rating is related to medication-related behavior, eg, medication adherence, medication review, and reconciliation, that are intricately related to adverse drug events (ADEs). Altered pharmacodynamics and pharmacokinetics owing to aging make older adults more vulnerable to ADEs like falls, fractures, hospitalizations, and mortality. Prevention of avoidable risk factors such as medication burden can help maintain quality of life. Studies of multiple populations have established drug burden index (DBI), a dose-dependent measure of anticholinergic and sedative burden, to be strongly associated with worsening vertigo, dizziness, and balance, which all predicate falls. The mean difference in DBI greater than 0.1 provides greater predictive power for adverse events, such as falls and 30-day readmission rates. Inclusion of a DBI delta metric especially on an electronic medical record has the potential to reduce fall incidence and associated health outcomes such as hospitalizations and death; this presents an opportunity to improve Centers for Medicare & Medicaid Services Star Ratings by using meaningful tools to foster engagement among informed and active Medicare beneficiaries. We believe this information is extremely relevant in real-world decision-making for health care professionals, specifically when the changes are dynamic and happen very quickly. Moreover, managed care organizations are now dedicated to eliciting a deeper understanding and mitigation of social inequalities in medication use and consequences. Among the proposed solutions includes tailoring prescription utilization management tools with DBI to decrease avoidable incidences of complications and unintended costs. Understanding the dynamic relationship between medication exposures causing ADEs and associated health care utilization and costs to third-party payments remains vital because in the United States, approximately one-third of hospital admissions in older adults occur because of ADEs. This can be achieved by emphasizing equitable therapy and tailoring quality initiatives that minimize racial disparities and avoidable costs that affect the financial burden of these patients. Importantly, this approach becomes even more critical as health care systems increasingly emphasize star ratings, which reflect the quality of care delivered to patients. By prioritizing DBI metrics in these ratings, we can ensure that care is not only clinically effective but also equitable and focused on improving patients' overall well-being. Lastly, as the future directions, the timely application of advanced technologies like artificial intelligence and machine learning in analyzing DBI metrics could enhance our ability to predict the value of DBI adjustments and their correlation with falls and other unintended ADEs. These real-world technologies can process vast amounts of data quickly and accurately, identifying patterns and potent
医疗计划的大部分绩效和指定的星级评定都与用药相关的行为有关,如用药依从性、用药检查和协调,这些都与药物不良事件 (ADE) 密切相关。老龄化导致的药效学和药代动力学改变使老年人更容易发生跌倒、骨折、住院和死亡等药物不良事件。预防药物负担等可避免的风险因素有助于保持生活质量。对多种人群的研究证实,药物负担指数(DBI)是衡量抗胆碱能药物和镇静剂负担的一种剂量依赖性指标,与眩晕、头晕和平衡能力的恶化密切相关,而这些症状都是跌倒的先兆。DBI 的平均差值大于 0.1 时,对跌倒和 30 天再入院率等不良事件的预测能力更强。特别是在电子病历中纳入 DBI delta 指标,有可能降低跌倒发生率和相关的健康后果,如住院和死亡;这为利用有意义的工具促进知情和积极的医疗保险受益人参与,从而改善医疗保险和医疗补助服务中心的星级评定提供了机会。我们相信,这些信息对医疗保健专业人员的实际决策极为重要,特别是当变化是动态的且发生得非常快时。此外,管理性医疗机构目前正致力于更深入地了解和缓解用药和用药后果方面的社会不平等现象。提出的解决方案包括利用 DBI 定制处方使用管理工具,以减少可避免的并发症发生率和意外费用。在美国,约有三分之一的老年人入院治疗是由于 ADEs 引起的,因此了解引起 ADEs 的药物暴露与相关医疗使用和第三方支付费用之间的动态关系至关重要。要做到这一点,就必须强调公平治疗,并量身定制质量措施,最大限度地减少影响这些患者经济负担的种族差异和可避免的费用。重要的是,随着医疗系统越来越重视星级评定,这种方法变得更加重要,因为星级评定反映了为患者提供的医疗质量。通过在这些评级中优先考虑 DBI 指标,我们可以确保医疗服务不仅在临床上有效,而且公平,并注重改善患者的整体福祉。最后,作为未来的发展方向,在分析 DBI 指标时及时应用人工智能和机器学习等先进技术,可以提高我们预测 DBI 调整的价值及其与跌倒和其他意外 ADE 的相关性的能力。这些现实世界中的技术可以快速、准确地处理大量数据,识别可能被忽视的模式和潜在风险。
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引用次数: 0
Emerging trends in patient experience data: Perspectives on the 2024 AMCP Foundation Survey. 患者体验数据的新趋势:对 2024 年 AMCP 基金会调查的展望。
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-01-01 DOI: 10.18553/jmcp.2025.31.1-b.s34
Eleanor M Perfetto
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引用次数: 0
Estimating optimal thresholds for adherence to RASA medications among older adults with hypertension. 估计老年高血压患者坚持使用RASA药物的最佳阈值。
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-01-01 DOI: 10.18553/jmcp.2025.31.1.25
Megha A Parikh, Sujith Ramachandran, Irene Nsiah, Patrick J Campbell, Melissa Castora-Binkley, Taruja Karmakar, Heather Black, John P Bentley
<p><strong>Background: </strong>The Centers for Medicare and Medicaid Services (CMS) Star Ratings program incentivizes health plans in Medicare to improve performance on a variety of quality measures such as adherence to renin-angiotensin system antagonists (RASAs). Adherence to RASA medications, defined as having a proportion of days covered (PDC) of at least 80%, has been improving for several years, suggesting that further investigation is needed to assess the appropriateness of the current 80% PDC threshold for medication adherence as an indicator of quality. The 80% PDC threshold has been found to be associated with improved health care resource utilization outcomes; however, little evidence exists to show that this threshold is optimal.</p><p><strong>Objective: </strong>To evaluate the association between adherence to RASA medications and health care resource utilization outcomes within a Medicare Advantage population and to identify the optimal PDC threshold that maximizes economic and utilization benefits.</p><p><strong>Methods: </strong>This retrospective cohort study used de-identified administrative claims data from the 2015 to 2018 in Optum's de-identified Clinformatics Data Mart Database. Inclusion in the study was based on measure specifications for the RASA adherence measure used in the Medicare Part D Star Ratings program. Adherence was assessed over a 1-year period, and health care utilization and medical costs were assessed in the subsequent year. Multivariable logistic regression models were used to assess the relationship between adherence and economic outcomes after accounting for hypothesized confounders.</p><p><strong>Results: </strong>A total of 1,006,901 individuals were included in the study with an average PDC of 87.5% (SD = 17.8%). During the follow-up period, 12.1% of individuals experienced a hospitalization, 14.81% used an emergency department (ED), and 32.3% visited a non-ED outpatient facility. Each percentage point increase in PDC was significantly associated with decreased odds of hospitalization (odds ratio [OR] = 0.997; 95% CI = 0.997-0.997) and ED visit (OR = 0.997; 95% CI = 0.996-0.997), being in the top decile of payer medical costs (OR = 0.998; 95% CI = 0.997-0.998), and increased odds of outpatient visits (adjusted OR = 1.001; 95% CI = 1.001-1.002). Receiver operator characteristic curve analyses found the optimal PDC thresholds to be 91.5%, 90.7%, 90.7%, and 90.4% for hospitalization (area under the curve [AUC] = 0.527), ED visit (AUC = 0.534), outpatient visit (AUC = 0.501), and medical costs (AUC = 0.532), respectively.</p><p><strong>Conclusions: </strong>This study demonstrated the importance of medication adherence for preventing undesirable outcomes, such as future hospitalizations, ED visits, and high medical costs, among individuals with hypertension enrolled in Medicare Advantage. The optimal threshold for PDC related to health care resource utilization outcomes was found to be greater than that
背景:医疗保险和医疗补助服务中心(CMS)星级评定计划激励医疗保险中的健康计划提高各种质量指标的表现,如坚持使用肾素-血管紧张素系统拮抗剂(RASAs)。RASA药物的依从性,定义为至少有80%的覆盖天数(PDC),几年来一直在改善,这表明需要进一步的调查来评估目前80% PDC阈值作为药物依从性质量指标的适用性。已发现80% PDC阈值与卫生保健资源利用结果的改善有关;然而,几乎没有证据表明这个阈值是最佳的。目的:评估医疗保险优势人群中RASA药物依从性与卫生保健资源利用结果之间的关系,并确定最大化经济和利用效益的最佳PDC阈值。方法:本回顾性队列研究使用了Optum去识别临床数据集市数据库中2015年至2018年的去识别行政索赔数据。纳入研究是基于在医疗保险D部分星级评定项目中使用的RASA依从性测量的测量规范。在1年内评估依从性,并在随后的一年评估医疗保健利用和医疗费用。在考虑假设混杂因素后,使用多变量逻辑回归模型来评估依从性与经济结果之间的关系。结果:共纳入1006901人,平均PDC值为87.5% (SD = 17.8%)。在随访期间,12.1%的人住院,14.81%的人使用了急诊科(ED), 32.3%的人访问了非ED门诊设施。PDC每增加一个百分点与住院率降低显著相关(优势比[OR] = 0.997;95% CI = 0.997-0.997)和ED访视(OR = 0.997;95% CI = 0.996-0.997),处于支付方医疗费用的前十分位数(OR = 0.998;95% CI = 0.997-0.998),门诊就诊几率增加(调整OR = 1.001;95% ci = 1.001-1.002)。受试者操作者特征曲线分析发现,住院(曲线下面积[AUC] = 0.527)、急诊科(AUC = 0.534)、门诊(AUC = 0.501)和医疗费用(AUC = 0.532)的最优PDC阈值分别为91.5%、90.7%、90.7%和90.4%。结论:本研究表明,在参加医疗保险优惠计划的高血压患者中,药物依从性对于预防不良后果(如未来住院、急诊科就诊和高昂的医疗费用)的重要性。与卫生保健资源利用结果相关的PDC的最佳阈值大于CMS星级评定中使用的测量值。未来的研究应该检查依从性阈值的变化对经济和临床结果的影响。
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引用次数: 0
Emerging trends in therapeutics and diagnostics: Perspectives on the 2024 AMCP Foundation Survey. 治疗和诊断的新趋势:2024 年 AMCP 基金会调查展望。
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-01-01 DOI: 10.18553/jmcp.2025.31.1-b.s15
Catherine M Lockhart, Michael Manolakis
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引用次数: 0
Initiating continuous glucose monitoring is associated with improvements in glycemic control and reduced health care resource utilization for people with diabetes in a large US-insured population: A real-world evidence study. 在大量美国参保人群中,启动连续血糖监测可改善糖尿病患者的血糖控制并减少医疗资源的使用:一项真实世界证据研究。
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-01-01 Epub Date: 2024-11-16 DOI: 10.18553/jmcp.2024.24255
Gregory J Norman, Joaquim Fernandes, Poorva Nemlekar, Sarah B Andrade, Laura Lupton, Alexa Berk

Objective: To examine the real-world impact of continuous glucose monitoring (CGM) use on glycemic management and health care resource utilization (HCRU) in people with diabetes in a large US-insured population.

Methods: This retrospective observational study used Aetna administrative claims data from a cohort of fully insured commercial and Medicare Advantage beneficiaries with diabetes and with coverage for medical and pharmacy benefits. The index date was the first CGM pharmacy or medical claim observed between January 1, 2019, and December 31, 2021. Change in hemoglobin A1c was calculated using values from 3 months before and the latest values 10-12 months after the index date. HCRU was measured 12 months before and after the index date. Data were analyzed by the following patient groups: type 1 diabetes, type 2 diabetes (T2D) on intensive insulin therapy, T2D on basal-only insulin therapy, and T2D not on insulin therapy.

Results: Data from 7,336 patients (74% T2D, mean age 57 years, 42% Medicare-insured, 54% male, 56% White) were analyzed. Beneficiaries with available A1c data (n = 1,063) showed a significant improvement in A1c after CGM initiation (-0.7%, P < 0.0001), including -0.9% change in the T2D not on insulin group (n = 264). For the overall cohort, the number of patients with diabetes-related hospitalizations and emergency department visits decreased significantly by 67% and 40%, respectively (P < 0.0001 for both).

Conclusions: This study showed that CGM use was associated with clinically meaningful improvements in A1c and reduced HCRU, suggesting potential for population-level clinical benefits, especially for patients not using insulin.

目的研究在美国大量参保人群中使用连续血糖监测仪(CGM)对糖尿病患者血糖管理和医疗资源利用率(HCRU)的实际影响:这项回顾性观察研究使用的是 Aetna 的行政报销数据,这些数据来自于全额投保的糖尿病商业保险和医疗保险优势受益人群体,他们都享有医疗和药房福利。指数日期为 2019 年 1 月 1 日至 2021 年 12 月 31 日期间观察到的第一份 CGM 药房或医疗索赔。血红蛋白 A1c 的变化采用指数日期前 3 个月的数值和指数日期后 10-12 个月的最新数值计算。HCRU 在指标日期前后 12 个月内测量。数据按以下患者组别进行分析:1 型糖尿病、接受胰岛素强化治疗的 2 型糖尿病 (T2D)、仅接受基础胰岛素治疗的 2 型糖尿病,以及未接受胰岛素治疗的 2 型糖尿病:分析了 7336 名患者(74% 为 T2D,平均年龄 57 岁,42% 有医疗保险,54% 为男性,56% 为白人)的数据。有 A1c 数据的受益人(n = 1,063 人)在使用 CGM 后 A1c 有显著改善(-0.7%,P < 0.0001),其中未使用胰岛素的 T2D 组(n = 264 人)的 A1c 变化为-0.9%。在整个队列中,与糖尿病相关的住院人数和急诊就诊人数分别大幅减少了 67% 和 40%(P < 0.0001):这项研究表明,使用 CGM 可显著改善 A1c 和降低 HCRU,这表明 CGM 有可能为人群带来临床益处,尤其是对未使用胰岛素的患者。
{"title":"Initiating continuous glucose monitoring is associated with improvements in glycemic control and reduced health care resource utilization for people with diabetes in a large US-insured population: A real-world evidence study.","authors":"Gregory J Norman, Joaquim Fernandes, Poorva Nemlekar, Sarah B Andrade, Laura Lupton, Alexa Berk","doi":"10.18553/jmcp.2024.24255","DOIUrl":"10.18553/jmcp.2024.24255","url":null,"abstract":"<p><strong>Objective: </strong>To examine the real-world impact of continuous glucose monitoring (CGM) use on glycemic management and health care resource utilization (HCRU) in people with diabetes in a large US-insured population.</p><p><strong>Methods: </strong>This retrospective observational study used Aetna administrative claims data from a cohort of fully insured commercial and Medicare Advantage beneficiaries with diabetes and with coverage for medical and pharmacy benefits. The index date was the first CGM pharmacy or medical claim observed between January 1, 2019, and December 31, 2021. Change in hemoglobin A1c was calculated using values from 3 months before and the latest values 10-12 months after the index date. HCRU was measured 12 months before and after the index date. Data were analyzed by the following patient groups: type 1 diabetes, type 2 diabetes (T2D) on intensive insulin therapy, T2D on basal-only insulin therapy, and T2D not on insulin therapy.</p><p><strong>Results: </strong>Data from 7,336 patients (74% T2D, mean age 57 years, 42% Medicare-insured, 54% male, 56% White) were analyzed. Beneficiaries with available A1c data (n = 1,063) showed a significant improvement in A1c after CGM initiation (-0.7%, <i>P</i> < 0.0001), including -0.9% change in the T2D not on insulin group (n = 264). For the overall cohort, the number of patients with diabetes-related hospitalizations and emergency department visits decreased significantly by 67% and 40%, respectively (<i>P</i> < 0.0001 for both).</p><p><strong>Conclusions: </strong>This study showed that CGM use was associated with clinically meaningful improvements in A1c and reduced HCRU, suggesting potential for population-level clinical benefits, especially for patients not using insulin.</p>","PeriodicalId":16170,"journal":{"name":"Journal of managed care & specialty pharmacy","volume":" ","pages":"15-24"},"PeriodicalIF":2.3,"publicationDate":"2025-01-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11697583/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142644333","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"OA","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Cost-effectiveness models of non-small cell lung cancer: A systematic literature review. 非小细胞肺癌的成本-效果模型:系统的文献综述。
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-01-01 DOI: 10.18553/jmcp.2025.31.1.69
Michael Willis, Andreas Nilsson, Zin Min Thet Lwin, Gunnar Brådvik, Arsela Prelaj

Background: Non-small cell lung cancer (NSCLC) presents a formidable global health challenge owing to significant morbidity, high mortality rates, and substantial economic burden. Recent advances in targeted therapies and immunotherapies have transformed NSCLC treatment, but efficacy varies across patients. Tailoring treatment to patients can improve outcomes and potentially improve cost-effectiveness (ie, value for money) as well. For NSCLC, cost-effectiveness must often be estimated using economic modeling, and estimates are only as good as the models. Existing cost-effectiveness models are not necessarily suitable for evaluating personalized medicines.

Objective: To identify and assess cost-effectiveness models of NSCLC.

Methods: We searched for studies indexed in PubMed and Embase from 2012 to October 2023 that described cost-effectiveness models of NSCLC. Study details were extracted, summarized, and evaluated for adherence to the Consolidated Health Economic Evaluation Reporting Standards.

Results: We identified 237 unique models, 40% of which were published in 2022 or 2023. Despite cross-model heterogeneity, most models used the same 3 health states (progression-free survival, progressive disease, and death) combined with time-to-event equations that characterize risks. Thirty models included a diagnostic component, most of which considered guiding treatment selection using biomarkers. Adherence to the overall Consolidated Health Economic Evaluation Reporting Standards checklist was generally incomplete, and adherence to a subset of model-related questions even more so.

Conclusions: The large number of models that were found, almost half of which were published since 2022, underscores the importance of cost-effectiveness analysis in NSCLC. Variable adherence to best practices suggests opportunities for improvement, however, and making high-quality, open-source models available to researchers may be valuable.

背景:非小细胞肺癌(NSCLC)由于其高发病率、高死亡率和巨大的经济负担,是一个巨大的全球健康挑战。靶向治疗和免疫治疗的最新进展已经改变了非小细胞肺癌的治疗,但不同患者的疗效不同。为病人量身定制治疗可以改善结果,并可能提高成本效益(即物有所值)。对于非小细胞肺癌,通常必须使用经济模型来估计成本效益,而估计只能与模型一样好。现有的成本效益模型不一定适用于评估个体化药物。目的:确定和评估非小细胞肺癌的成本-效果模型。方法:我们检索了2012年至2023年10月在PubMed和Embase中检索的描述NSCLC成本效益模型的研究。提取、总结研究细节,并根据综合卫生经济评估报告标准进行评估。结果:我们确定了237个独特的模型,其中40%发表于2022年或2023年。尽管存在跨模型异质性,但大多数模型使用相同的3种健康状态(无进展生存、进展性疾病和死亡),并结合表征风险的事件时间方程。30个模型包括诊断组件,其中大多数考虑使用生物标志物指导治疗选择。总体上,对综合卫生经济评估报告标准检查表的遵守是不完整的,而对模型相关问题子集的遵守更是如此。结论:大量被发现的模型,其中近一半是在2022年以后发表的,强调了成本效益分析在非小细胞肺癌中的重要性。然而,对最佳实践的可变遵守暗示了改进的机会,并且为研究人员提供高质量的开源模型可能是有价值的。
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引用次数: 0
Implementation of an adherence pharmacy referral protocol for patients taking sacubitril/valsartan. 对服用苏比里尔/缬沙坦的患者实施依从性药学转诊方案。
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-01-01 DOI: 10.18553/jmcp.2025.31.1.83
Brigid Perry, Justin Jakab, Brittiny Robinson, Emily McElhaney, Julianne Fallon, Kristel Geyer

Background: Heart failure is a prevalent disease state associated with limitations in function, hospitalization, and death. The 2022 American Heart Association/American College of Cardiology/Heart Failure Society of America guidelines recommend medications including sacubitril/valsartan to decrease morbidity and mortality in patients with heart failure. However, if patients are nonadherent to treatment or experience barriers to care, they will forgo these benefits.

Objective: To assess the pharmacy staff compliance rate to a workflow protocol for sacubitril/valsartan prescriptions received by Cleveland Clinic Home Delivery (HD) and Adherence Pharmacy (AP) and determine the nonclinical benefits experienced by the patients enrolled in the protocol.

Methods: At Cleveland Clinic, there are 2 mail-order pharmacies: HD and AP. Both pharmacies offer a variety of benefits and adherence services, with each pharmacy having their own unique services offered. With numerous adherence services provided by both pharmacies, it is likely that patients with heart failure would see clinical and nonclinical benefits, such as cost savings. This project created a triage protocol for patients deemed to experience the most benefit from services offered through AP. The primary endpoint of this project was determining the feasibility of a medication-specific workflow protocol for sacubitril/valsartan prescriptions at HD and AP.

Results: There were 114 qualifying prescriptions per the protocol, and 98 of those prescriptions were appropriately screened by the pharmacy staff, equating to an 86% compliance rate for the primary outcome. Of the 98 patients included in the workflow protocol, prior authorization was completed by pharmacy staff for 41 patients (41.8%), manufacturer copay card was applied for 13 patients (13.3%), 17 patients (17.3%) were enrolled in grant funding programs, and patient assistance program enrollment was initiated for 9 patients (9.2%).

Conclusions: Medication-specific workflows may be a feasible option to implement for pharmacies to ensure the offering of adherence services to patients with high-risk disease states using treatment with expensive, branded medications.

背景:心力衰竭是一种常见疾病,与功能受限、住院和死亡有关。2022 年美国心脏协会/美国心脏病学会/美国心力衰竭协会指南建议使用包括沙库比妥/缬沙坦在内的药物来降低心力衰竭患者的发病率和死亡率。然而,如果患者不坚持治疗或遇到护理障碍,他们将失去这些益处:目的:评估药剂师对克利夫兰诊所宅配药房(HD)和坚持药房(AP)收到的沙库比妥/缬沙坦处方的工作流程协议的遵从率,并确定加入该协议的患者所获得的非临床益处:克利夫兰诊所有两家邮购药房:方法:克利夫兰诊所有两家邮购药房:HD 和 AP。两家药房都提供各种福利和依从性服务,每家药房都有自己独特的服务。由于这两家药房都提供了多种依从性服务,因此心力衰竭患者很可能会在临床和非临床方面获益,例如节省费用。该项目为被认为能从 AP 提供的服务中获得最大益处的患者制定了分流方案。本项目的主要终点是确定在 HD 和 AP 处方萨库比特利/缬沙坦的特定药物工作流程协议的可行性:根据协议,共有 114 份符合条件的处方,其中 98 份处方经过了药房员工的适当筛选,相当于主要结果的符合率为 86%。在纳入工作流程方案的 98 名患者中,药房员工完成了 41 名患者(41.8%)的预先授权,为 13 名患者(13.3%)申请了制造商共付卡,为 17 名患者(17.3%)注册了资助计划,为 9 名患者(9.2%)启动了患者援助计划注册:针对特定药物的工作流程可能是药房为确保向使用昂贵品牌药物治疗的高危疾病患者提供依从性服务而实施的可行方案。
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引用次数: 0
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Journal of managed care & specialty pharmacy
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