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The effectiveness and value of therapies for spinal muscular atrophy. 脊髓性肌萎缩症治疗的有效性和价值。
IF 2.9 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-02-01 DOI: 10.18553/jmcp.2026.32.2.230
Jeffrey A Tice, Linda Luu, Sol Sanchez, Woojung Lee, Dmitriy Nikitin, Marie Phillips, Josh J Carlson, Hui-Hsuan Chan, David M Rind, Foluso Agboola
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引用次数: 0
Clinical and economic burden of chronic kidney disease in Medicare Fee-for-Service beneficiaries with and without comorbid type 2 diabetes and heart failure: A retrospective cohort study. 有或不伴有2型糖尿病和心力衰竭的医疗收费服务受益人慢性肾脏疾病的临床和经济负担:一项回顾性队列研究
IF 2.9 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-02-01 Epub Date: 2025-12-04 DOI: 10.18553/jmcp.2025.25167
Lydia Yejin Lee, Andrew J Epstein, Satabdi Chatterjee, Zachary A Marcum, Lindsay G S Bengtson

Background: Chronic kidney disease (CKD) is common in older adults and is often associated with type 2 diabetes (T2DM) and heart failure (HF). However, little is known about the burden of newly diagnosed CKD in Medicare Fee-for-Service (FFS) beneficiaries, including those with comorbid T2DM or HF.

Objective: To quantify the clinical and economic burden of CKD in Medicare FFS beneficiaries, including those with comorbid T2DM or HF.

Methods: In this retrospective cohort study using 100% Medicare FFS claims data (Parts A, B, D) from 2014 to 2022, beneficiaries with incident CKD (based on a diagnosis code on 2 distinct dates) from January 1, 2015, to December 31, 2021, were included; index date was the date of earliest CKD diagnosis. Beneficiaries with a diagnosis of CKD, acute kidney injury, dialysis, kidney transplantation, or a claim for any condition other than T2DM that could cause kidney disease during a 365-day baseline period prior to index date were excluded. Beneficiaries with CKD were categorized into 4 mutually exclusive cohorts: CKD-only; CKD+HF; CKD+T2DM; and CKD+HF+T2DM based on claims during the baseline period. Clinical burden was measured as prevalence at baseline and incidence of key clinical outcomes at 12 months of follow-up. Economic burden was measured as all-cause and CKD-related health care resource utilization (HCRU) and inflation-adjusted costs in the baseline period and at 12 months of follow-up.

Results: The overall cohort consisted of 2,260,075 patients, mean (SD) age 78.3 (7.7) years (56.5% CKD-only; 7.2% CKD+HF; 30.9% CKD+T2DM; and 5.4% CKD+HF+T2DM). The CKD+HF+T2DM cohort generally exhibited the highest incidence of clinical outcomes within 12 months. Cohorts with HF had higher HCRU across all claim types in both the baseline and 12-month follow-up periods compared with the other cohorts (P < 0.001 for comparison across cohorts). All-cause total costs at 12 months were numerically highest for the cohorts defined by the presence of HF (CKD+HF, mean [SD] $47,668 [$53,978]; CKD+HF+T2DM, mean [SD] $54,477 [$57,430] compared with the other cohorts (CKD-only, mean [SD] $24,180 [$37,623]; CKD+T2DM, $29,602 [$40,963]) (P < 0.001 for comparison across cohorts). Relative spending across cohorts was similar for CKD-related total costs at 12 months.

Conclusions: Older adults with a new diagnosis of CKD experienced considerable clinical and economic burden, and presence of T2DM and HF was associated with larger burden. All-cause mean total costs at 12 months after a new diagnosis of CKD ranged from $24,180 for the CKD-only cohort to $54,477 for the CKD+HF+T2DM cohort.

背景:慢性肾脏疾病(CKD)在老年人中很常见,通常与2型糖尿病(T2DM)和心力衰竭(HF)相关。然而,对于新诊断的CKD在医疗服务收费(FFS)受益人中的负担知之甚少,包括那些合并T2DM或HF的人。目的:量化Medicare FFS受益人CKD的临床和经济负担,包括合并T2DM或HF的患者。方法:在这项回顾性队列研究中,使用2014年至2022年100% Medicare FFS索赔数据(A、B、D部分),纳入2015年1月1日至2021年12月31日发生CKD的受益人(基于2个不同日期的诊断代码);索引日期为CKD最早诊断日期。被诊断为CKD、急性肾损伤、透析、肾移植或在指标日期前365天基线期内有T2DM以外任何可能导致肾脏疾病的索赔的受益人被排除在外。CKD受益人被分为4个相互排斥的队列:仅CKD;CKD +高频;CKD + 2型糖尿病;以及CKD+HF+T2DM,基于基线期间的索赔。临床负担以基线时的患病率和随访12个月时主要临床结局的发生率来衡量。经济负担测量为基线期和随访12个月的全因和ckd相关卫生保健资源利用率(HCRU)和通货膨胀调整后的成本。结果:整个队列包括2,260,075例患者,平均(SD)年龄78.3(7.7)岁(56.5%仅为CKD, 7.2%为CKD+HF, 30.9%为CKD+T2DM, 5.4%为CKD+HF+T2DM)。CKD+HF+T2DM组通常在12个月内的临床结果发生率最高。与其他队列相比,在基线和12个月的随访期间,HF队列在所有索赔类型中都有更高的HCRU (P P)。结论:新诊断为CKD的老年人有相当大的临床和经济负担,T2DM和HF的存在与更大的负担相关。新诊断为CKD后12个月的全因平均总费用从单纯CKD组的24180美元到CKD+HF+T2DM组的54477美元不等。
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引用次数: 0
Real-world overall survival comparison between first-line Bruton tyrosine kinase inhibitors in treating chronic lymphocytic leukemia/small lymphocytic lymphoma: An analysis of Veterans Health Administration data. 一线布鲁顿酪氨酸激酶抑制剂治疗慢性淋巴细胞白血病/小淋巴细胞淋巴瘤的实际总生存比较:退伍军人健康管理局数据分析
IF 2.9 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-02-01 Epub Date: 2025-12-03 DOI: 10.18553/jmcp.2025.25169
Lindsey Fitzgerald, Sabyasachi Ghosh, Wasiulla Khan, Alex Bokun, Angela Lax, Fan Mu, Erin E Cook, Jingyi Chen, Grace Chen, Eric Wu, Yilu Lin, Lizheng Shi, Zaina P Qureshi, Solomon A Graf

Background: Three covalent Bruton's tyrosine kinase inhibitors (BTKis) are approved first-line (1L) treatments for patients with chronic lymphocytic leukemia (CLL) or small lymphocytic lymphoma (SLL). However, limited real-world data, especially in veterans, evaluate long-term outcomes associated with the different BTKis.

Objective: To describe and compare real-world overall survival (rwOS) among patients with CLL/SLL treated with BTKis in the Veterans Health Administration electronic medical record database.

Methods: This was a retrospective cohort study of patients with CLL/SLL who initiated 1L monotherapy of ibrutinib, acalabrutinib, or zanubrutinib between November 2019 and September 2023. Patients were grouped into 3 cohorts based on the BTKi initiated: (1) ibrutinib, (2) acalabrutinib, or (3) acalabrutinib or zanubrutinib (given small sample initiating zanubrutinib). Key inclusion criteria were 1L monotherapy treatment with a BTKi, at least 2 diagnoses of CLL/SLL, and continuous enrollment at least 12 months prior to and at least 28 days after the initiation of the BTKi. rwOS comparing the BTKi cohorts was analyzed using Kaplan-Meier methodology and adjusted Cox proportional hazards models. Sensitivity analyses adjusting for different sets of covariates were conducted.

Results: The study included samples of 1,059, 504, and 612 patients treated with ibrutinib, acalabrutinib, and acalabrutinib or zanubrutinib (108 received zanubrutinib), respectively. Median rwOS was not reached in any cohort. In the main analysis comparing the ibrutinib and acalabrutinib cohorts, after adjustment for baseline characteristics, treatment with acalabrutinib was associated with an increased risk of death compared with ibrutinib (hazard ratio [HR], 1.33; 95% CI, 1.01-1.76; P = 0.042). In the main analysis comparing the ibrutinib and acalabrutinib or zanubrutinib cohorts, the adjusted risk of death was numerically higher for acalabrutinib- or zanubrutinib-treated patients compared with ibrutinib (HR, 1.32; 95% CI, 1.00-1.74; P = 0.050). For both comparisons, sensitivity analyses indicated similar trends in rwOS.

Conclusions: As new therapies emerge, this study highlights the comparative effectiveness of BTKis in the real world, potentially informing current clinical practice.

背景:三种共价布鲁顿酪氨酸激酶抑制剂(BTKis)被批准用于慢性淋巴细胞白血病(CLL)或小淋巴细胞淋巴瘤(SLL)患者的一线(1L)治疗。然而,有限的真实世界数据,特别是在退伍军人中,评估与不同btki相关的长期结果。目的:描述和比较退伍军人健康管理局电子病历数据库中接受BTKis治疗的CLL/SLL患者的实际总生存率(rwOS)。方法:这是一项回顾性队列研究,研究对象是在2019年11月至2023年9月期间接受伊鲁替尼、阿卡拉布替尼或扎鲁替尼1L单药治疗的CLL/SLL患者。患者根据起始BTKi分为3组:(1)ibrutinib, (2) acalabrutinib,或(3)acalabrutinib或zanubrutinib(给予小样本起始zanubrutinib)。主要入选标准为:1次l单药治疗合并BTKi,至少2次诊断为CLL/SLL,在BTKi开始前至少12个月和开始后至少28天连续入组。比较BTKi队列的rwOS采用Kaplan-Meier方法和调整后的Cox比例风险模型进行分析。对不同组的协变量进行敏感性分析。结果:该研究包括1059例、504例和612例分别接受伊鲁替尼、阿卡拉布替尼和阿卡拉布替尼或扎努布替尼治疗的患者(108例接受扎努布替尼治疗)。在任何队列中均未达到中位rwOS。在比较伊鲁替尼和阿卡拉布替尼队列的主要分析中,调整基线特征后,与伊鲁替尼相比,阿卡拉布替尼治疗与死亡风险增加相关(风险比[HR], 1.33; 95% CI, 1.01-1.76; P = 0.042)。在比较伊鲁替尼、阿卡拉布替尼或扎努布替尼队列的主要分析中,阿卡拉布替尼或扎努布替尼治疗的患者的校正死亡风险高于伊鲁替尼(HR, 1.32; 95% CI, 1.00-1.74; P = 0.050)。对于两种比较,敏感性分析表明rwOS的趋势相似。结论:随着新疗法的出现,本研究强调了BTKis在现实世界中的相对有效性,可能为当前的临床实践提供信息。
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引用次数: 0
Real-world adherence to and persistence with emicizumab in people with hemophilia A using a national claims database. 血友病A患者emicizumab的现实依从性和持久性使用国家索赔数据库。
IF 2.9 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-02-01 DOI: 10.18553/jmcp.2026.32.2.135
Janet S Lee, Robert Schuldt, Zhiyu Xia, Lucy Lee, Juliana M L Biondo, Amy D Shapiro

Background: Substantial rates of nonadherence are observed among people with hemophilia A (PwHA) receiving standard- or extended-half-life factor (F)VIII replacement products, although better adherence is associated with fewer bleeding events and better quality of life. Emicizumab is the first bispecific FIXa-/FX-directed antibody approved for routine prophylaxis in PwHA. More real-world adherence and persistence data on emicizumab and other new hemophilia treatments are needed to better inform decisions on population health care and individualized treatments for PwHA.

Objective: To describe real-world emicizumab adherence and persistence among PwHA in the United States.

Methods: This retrospective, observational cohort study used adjudicated health plan claims data from IQVIA PharMetrics Plus. This study included PwHA with at least 1 claim noting hemophilia A diagnosis between May 1, 2017, and September 30, 2023; at least 2 claims for emicizumab fills between November 1, 2017, and September 30, 2023; and continuous medical and pharmacy insurance benefit coverage for at least 6 months before and at least 12 months after the first emicizumab fill (index date). Adherence to emicizumab was measured during the 12-month post-index period using the proportion of days covered (PDC). Persistence was defined as the proportion of PwHA who did not discontinue emicizumab during the post-index period, where discontinuation was defined as a treatment gap of at least 60 days. Among adherent PwHA (PDC ≥ 80%), the number of post-index claims for FVIII were evaluated.

Results: A total of 280 PwHA were included in the study, of whom 98% were male and the mean age was 26 (SD = 16) years. Overall, 76% of PwHA were adherent to and 85% of PwHA were persistent with emicizumab. Rates of adherence and persistence were high across age- and geography-based subgroups, ranging from 61% to 97%. Among PwHA adherent to emicizumab (n = 213), 57% had no post-index claims for FVIII.

Conclusions: In the first year following emicizumab initiation, high adherence and low discontinuation rates were observed among PwHA in a real-world setting.

背景:在接受标准半衰期因子(F)VIII替代产品或延长半衰期因子(F)VIII替代产品的A型血友病(PwHA)患者中观察到大量的不依从率,尽管较好的依从性与较少的出血事件和较好的生活质量相关。Emicizumab是首个被批准用于PwHA常规预防的双特异性FIXa / fx定向抗体。需要更多关于emicizumab和其他新的血友病治疗的现实依从性和持久性数据,以便更好地为PwHA的人群卫生保健和个性化治疗决策提供信息。目的:描述美国PwHA患者的emicizumab依从性和持久性。方法:这项回顾性、观察性队列研究使用IQVIA PharMetrics Plus的健康计划索赔数据。该研究纳入了2017年5月1日至2023年9月30日期间至少有1例血友病A诊断的PwHA;2017年11月1日至2023年9月30日期间至少有2项emicizumab填充申请;并且在首次服用emicizumab之前至少6个月和之后至少12个月的持续医疗和药房保险福利覆盖(索引日期)。使用覆盖天数比例(PDC)在指数后的12个月期间测量对emicizumab的依从性。持续性被定义为在指数后期间未停药的PwHA的比例,其中停药被定义为治疗间隔至少60天。在PwHA患者(PDC≥80%)中,评估指数后FVIII索赔的数量。结果:共纳入280例PwHA,其中98%为男性,平均年龄26岁(SD = 16)岁。总体而言,76%的PwHA患者坚持使用,85%的PwHA患者坚持使用emicizumab。坚持和坚持的比率在年龄和地理的亚组中都很高,从61%到97%不等。在坚持使用emicizumab的PwHA患者中(n = 213), 57%的患者没有FVIII的指数后索赔。结论:在emicizumab开始治疗的第一年,在现实环境中观察到PwHA患者的高依从性和低停药率。
{"title":"Real-world adherence to and persistence with emicizumab in people with hemophilia A using a national claims database.","authors":"Janet S Lee, Robert Schuldt, Zhiyu Xia, Lucy Lee, Juliana M L Biondo, Amy D Shapiro","doi":"10.18553/jmcp.2026.32.2.135","DOIUrl":"10.18553/jmcp.2026.32.2.135","url":null,"abstract":"<p><strong>Background: </strong>Substantial rates of nonadherence are observed among people with hemophilia A (PwHA) receiving standard- or extended-half-life factor (F)VIII replacement products, although better adherence is associated with fewer bleeding events and better quality of life. Emicizumab is the first bispecific FIXa-/FX-directed antibody approved for routine prophylaxis in PwHA. More real-world adherence and persistence data on emicizumab and other new hemophilia treatments are needed to better inform decisions on population health care and individualized treatments for PwHA.</p><p><strong>Objective: </strong>To describe real-world emicizumab adherence and persistence among PwHA in the United States.</p><p><strong>Methods: </strong>This retrospective, observational cohort study used adjudicated health plan claims data from IQVIA PharMetrics Plus. This study included PwHA with at least 1 claim noting hemophilia A diagnosis between May 1, 2017, and September 30, 2023; at least 2 claims for emicizumab fills between November 1, 2017, and September 30, 2023; and continuous medical and pharmacy insurance benefit coverage for at least 6 months before and at least 12 months after the first emicizumab fill (index date). Adherence to emicizumab was measured during the 12-month post-index period using the proportion of days covered (PDC). Persistence was defined as the proportion of PwHA who did not discontinue emicizumab during the post-index period, where discontinuation was defined as a treatment gap of at least 60 days. Among adherent PwHA (PDC ≥ 80%), the number of post-index claims for FVIII were evaluated.</p><p><strong>Results: </strong>A total of 280 PwHA were included in the study, of whom 98% were male and the mean age was 26 (SD = 16) years. Overall, 76% of PwHA were adherent to and 85% of PwHA were persistent with emicizumab. Rates of adherence and persistence were high across age- and geography-based subgroups, ranging from 61% to 97%. Among PwHA adherent to emicizumab (n = 213), 57% had no post-index claims for FVIII.</p><p><strong>Conclusions: </strong>In the first year following emicizumab initiation, high adherence and low discontinuation rates were observed among PwHA in a real-world setting.</p>","PeriodicalId":16170,"journal":{"name":"Journal of managed care & specialty pharmacy","volume":"32 2","pages":"135-142"},"PeriodicalIF":2.9,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12871514/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146119214","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
PIVOT: Pharmacist Interventions for Value and Outcome Transformation in Specialty Pharmacy. 支点:药剂师干预的价值和结果转化在专业药房。
IF 2.9 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-02-01 DOI: 10.18553/jmcp.2026.32.2.214
Sara Vo, Sheila Haidar
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引用次数: 0
AMCP Market Insights: The role of managed care in improving patient care in mucopolysaccharidoses. AMCP市场洞察:管理护理在改善粘多糖病患者护理中的作用。
IF 2.9 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-02-01 DOI: 10.18553/jmcp.2026.32.2-a.s1
Bridget Flavin, Ryan Haumschild, Terri K Klein, Kristin McKay, Timothy Mok, Cara O'Neill, Michelle Rice, Kim Stephens, Elizabeth Stoltz

The mucopolysaccharidoses (MPS) are a group of rare genetic disorders that cause chronic, progressive cellular damage, which can affect multiple organ systems and lead to reduced life expectancy. Diagnosis and treatment of MPS are often delayed, during which irreversible organ damage can occur. Treatments are not currently available for all MPS subtypes, and those that are available are associated with significant limitations. The therapeutic pipeline for MPS is active; however, bringing new treatments for rare conditions to market is difficult. To discuss the role of managed care in improving patient care and outcomes in MPS, AMCP Market Insights virtually convened an expert panel of managed care stakeholders in September 2025. Key insights from the discussion were that the earliest possible intervention is crucial to improving outcomes in MPS; expertise is limited because of the rarity of these disorders; patients and caregivers face significant challenges accessing treatments and other interventions for MPS; and the therapeutic pipeline for MPS holds promise for addressing some critical treatment gaps but leaves others unmet. Suggested payer practices for MPS also emerged from the discussion.

粘多糖病(MPS)是一组罕见的遗传性疾病,引起慢性进行性细胞损伤,可影响多个器官系统并导致预期寿命缩短。MPS的诊断和治疗往往被延误,在此期间可能发生不可逆的器官损害。目前并没有针对所有MPS亚型的治疗方法,而那些可用的治疗方法也存在显著的局限性。MPS的治疗管道是活跃的;然而,将针对罕见疾病的新疗法推向市场是困难的。为了讨论管理式医疗在改善MPS患者护理和结果方面的作用,AMCP Market Insights于2025年9月召集了一个管理式医疗利益相关者专家小组。讨论的主要见解是,尽可能早的干预对改善MPS的结果至关重要;由于这些疾病罕见,专门知识有限;患者和护理人员在获得治疗和其他干预措施方面面临重大挑战;MPS的治疗管道有望解决一些关键的治疗空白,但仍有一些未得到满足。讨论中还提出了MPS的付款人做法建议。
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引用次数: 0
Beyond glycemic control: Sex differences shaping glucagon-like peptide-1 receptor agonist utilization in the United States. 血糖控制之外:性别差异影响美国胰高血糖素样肽-1受体激动剂的使用。
IF 2.9 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-02-01 DOI: 10.18553/jmcp.2026.32.2.166
Samuel C Ofili, Hua Chen
<p><strong>Background: </strong>Glucagon-like peptide-1 receptor agonists (GLP-1RAs) are a modern class of medications initially approved for type 2 diabetes mellitus (T2DM) but now also widely used for obesity. Although these drugs offer significant benefits for glycemic control, weight loss, and cardiorenal health, studies consistently show a pronounced sex difference in their use. However, there is a scarcity of studies addressing the factors responsible for these sex differences in GLP-1RA utilization in the United States.</p><p><strong>Objective: </strong>To examine time- and sex-specific factors associated with GLP-1RA utilization among US adults before and after the landmark approval of semaglutide for chronic weight management.</p><p><strong>Methods: </strong>We analyzed data from the 2019-2022 Medical Expenditure Panel Survey, a nationally representative survey of US adults (aged ≥18 years). GLP-1RA use was identified via prescription drug files. Descriptive statistics and chi-square tests compared characteristics of GLP-1RA users by time and sex. Multivariable logistic regression models estimated associations between individual characteristics and GLP-1RA use, both overall and among time- and sex-stratified cohorts. Subgroup analysis was conducted in adults with T2DM.</p><p><strong>Results: </strong>The weighted prevalence of GLP-1RA use increased significantly from 6,158,326 (0.47%) in 2019-2020 to 10,410,021 (0.79%) in 2021-2022 (<i>P</i> < 0.0001). The rate of use was 0.48% and 0.46% in women and men, respectively, in 2019-2020 (<i>P</i> = 0.837) and increased to 0.82% in women and 0.76% in men in 2020-2022 (<i>P</i> = 0.964). T2DM was the strongest predictor of GLP-1RA use (odds ratio [OR] = 56.1 [2019-2020] and OR = 32.7 [2021-2022]), but the proportion of users with T2DM slightly decreased over time (92.8% in 2019-2020 to 90.2% in 2021-2022 [<i>P</i> = 0.239]). This decrease was especially pronounced in women during the 2021-2022 period, with men exhibiting a notably higher proportion of T2DM patients (94.4%) compared with women (86.2%) (<i>P</i> = 0.002). The proportion of users with obesity increased significantly (5.3% to 9.2%, <i>P</i> = 0.024), nearly doubling among female users (4.9% to 10.6%). The association with obesity strengthened over time (OR = 1.85 to 5.59), especially among women (OR: 6.43 vs 2.04 in men). Among women, depression was linked to greater use. In patients with T2DM, the use of insulin and oral antidiabetic medications was associated with higher GLP-1RA utilization.</p><p><strong>Conclusions: </strong>This study confirms the increasing utilization of GLP-1RAs in the United States, particularly among women. Although type 2 diabetes remains the primary predictor of GLP-1RA use, obesity has emerged as a key associated factor, especially among women. The stronger associations observed in women with obesity and depression highlight the role of clinical and psychosocial factors, which underscores the need for
背景:胰高血糖素样肽-1受体激动剂(GLP-1RAs)是一类现代药物,最初被批准用于2型糖尿病(T2DM),但现在也广泛用于肥胖。尽管这些药物对血糖控制、减肥和心脏肾脏健康有显著的好处,但研究一致表明,它们的使用存在明显的性别差异。然而,在美国,关于GLP-1RA使用中造成这些性别差异的因素的研究很少。目的:研究美国成年人在西马鲁肽被批准用于慢性体重管理前后与GLP-1RA使用相关的时间和性别特异性因素。方法:我们分析了2019-2022年医疗支出小组调查的数据,这是一项针对美国成年人(年龄≥18岁)的全国代表性调查。GLP-1RA的使用通过处方药文件确定。描述性统计和卡方检验比较GLP-1RA使用者的时间和性别特征。多变量logistic回归模型估计了个体特征和GLP-1RA使用之间的关联,包括总体和时间和性别分层队列。对成人T2DM患者进行亚组分析。结果:GLP-1RA使用加权患病率从2019-2020年的6158326例(0.47%)显著上升至2021-2022年的10410021例(0.79%)(P = 0.837),女性上升至0.82%,男性上升至0.76% (P = 0.964)。T2DM是GLP-1RA使用的最强预测因子(比值比[OR] = 56.1[2019-2020]和OR = 32.7[2021-2022]),但T2DM用户的比例随着时间的推移略有下降(2019-2020年为92.8%,2021-2022年为90.2% [P = 0.239])。在2021-2022年期间,这种下降在女性中尤为明显,男性的T2DM患者比例(94.4%)明显高于女性(86.2%)(P = 0.002)。肥胖用户比例显著增加(5.3%至9.2%,P = 0.024),女性用户比例增加近一倍(4.9%至10.6%)。与肥胖的关联随着时间的推移而增强(OR = 1.85至5.59),尤其是在女性中(OR: 6.43对2.04)。在女性中,抑郁症与更多的使用有关。在T2DM患者中,胰岛素和口服降糖药物的使用与更高的GLP-1RA利用率相关。结论:这项研究证实了GLP-1RAs在美国的使用率越来越高,尤其是在女性中。虽然2型糖尿病仍然是GLP-1RA使用的主要预测因素,但肥胖已成为一个关键的相关因素,尤其是在女性中。在女性肥胖和抑郁症中观察到的更强的关联突出了临床和社会心理因素的作用,这强调了在肥胖和糖尿病管理中需要性别敏感的方法。
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引用次数: 0
A primer on clinical programs in managed care pharmacy. 在管理护理药房临床程序的入门。
IF 2.9 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-02-01 DOI: 10.18553/jmcp.2026.32.2.258
Patty Taddei-Allen

Clinical programs are essential to managed care pharmacy, supporting safe, effective, and affordable medication use across populations and improving outcomes. This primer provides an overview of program types, as well as design, implementation, and evaluation strategies across health plans, pharmacy benefit managers, accountable care organizations, and integrated delivery systems. It highlights key goals, emerging trends, and the importance of value-based alignment.

临床项目对管理式护理药房至关重要,支持安全、有效和负担得起的药物在人群中的使用,并改善结果。本入门提供了方案类型的概述,以及设计,实施和评估战略跨健康计划,药房福利管理人员,负责任的护理组织,和综合交付系统。它强调了关键目标、新兴趋势以及基于价值的一致性的重要性。
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引用次数: 0
Socioeconomic, demographic, and medication class determinants of medication adherence: A retrospective cohort study. 药物依从性的社会经济、人口统计学和药物类别决定因素:一项回顾性队列研究。
IF 2.9 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-02-01 DOI: 10.18553/jmcp.2026.32.2.218
Nikolay Lukyanchikov, Joshua S Choi, Phillip B Warner, Claude J Nanjo, Guilherme Del Fiol, T Joseph Mattingly, Kensaku Kawamoto

Background: Medication adherence varies across socioeconomic and demographic groups. Prior work has examined these relationships in selected populations and with zip code-level socioeconomic measures, but less is known about adherence patterns across all medications when using more granular community measures and location proxies.

Objective: To quantify associations between socioeconomic, demographic, and medication class factors and outpatient medication adherence.

Methods: We conducted a retrospective cohort study of 1,252,986 outpatient medication orders for 189,832 adults placed at a large health system in the Mountain West (University of Utah Health) from January 1, 2022, to January 1, 2024. Pharmacy, electronic health record, and Surescripts data were used. Medication adherence (proportion of days covered) was modeled with multivariate β regression with covariates including insurance, race, sex, marital and employment status, medication class, and Social Vulnerability Index socioeconomic quartile.

Results: Medicaid (adjusted odds ratio [aOR] = 0.87, P < 0.001) or no insurance (aOR = 0.80, P < 0.001) were associated with lower adherence than commercial coverage, whereas Medicare was associated with improved adherence (aOR = 1.06, P < 0.001, when compared with commercial insurance). Black, Native Hawaiian/Pacific Islander, and American Indian/Alaska Native patients had lower adherence compared with White patients (aOR = 0.93, P < 0.001 and aOR = 0.96, P < 0.001, respectively). The most vulnerable Social Vulnerability Index quartile (Q4) modestly reduced adherence (aOR = 0.98, P < 0.001) compared with Q1. Antihypertensive, cholesterol-lowering, antidepressant, and heart failure drugs had markedly higher adherence (aORs 1.35-1.60, P < .01, when compared with other medication classes).

Conclusions: Several individual-level factors had strong associations with adherence. Community-level socioeconomic vulnerability had a modest association.

背景:药物依从性因社会经济和人口统计学群体而异。先前的工作已经在选定的人群和邮政编码级别的社会经济措施中检查了这些关系,但是当使用更细粒度的社区措施和位置代理时,对所有药物的依从性模式知之甚少。目的:量化社会经济、人口统计学和药物类别因素与门诊药物依从性之间的关系。方法:我们对2022年1月1日至2024年1月1日在西部山区(犹他大学健康)的一个大型卫生系统中的189,832名成年人的1,252,986份门诊用药单进行了回顾性队列研究。使用了药房、电子健康记录和Surescripts数据。用药依从性(覆盖天数比例)采用多变量β回归建模,共变量包括保险、种族、性别、婚姻和就业状况、用药类别和社会脆弱性指数社会经济四分位数。结果:医疗补助(调整优势比[aOR] = 0.87, P P P P P P P P P结论:几个个体水平的因素与依从性有很强的相关性。社区层面的社会经济脆弱性有一定的关联。
{"title":"Socioeconomic, demographic, and medication class determinants of medication adherence: A retrospective cohort study.","authors":"Nikolay Lukyanchikov, Joshua S Choi, Phillip B Warner, Claude J Nanjo, Guilherme Del Fiol, T Joseph Mattingly, Kensaku Kawamoto","doi":"10.18553/jmcp.2026.32.2.218","DOIUrl":"10.18553/jmcp.2026.32.2.218","url":null,"abstract":"<p><strong>Background: </strong>Medication adherence varies across socioeconomic and demographic groups. Prior work has examined these relationships in selected populations and with zip code-level socioeconomic measures, but less is known about adherence patterns across all medications when using more granular community measures and location proxies.</p><p><strong>Objective: </strong>To quantify associations between socioeconomic, demographic, and medication class factors and outpatient medication adherence.</p><p><strong>Methods: </strong>We conducted a retrospective cohort study of 1,252,986 outpatient medication orders for 189,832 adults placed at a large health system in the Mountain West (University of Utah Health) from January 1, 2022, to January 1, 2024. Pharmacy, electronic health record, and Surescripts data were used. Medication adherence (proportion of days covered) was modeled with multivariate β regression with covariates including insurance, race, sex, marital and employment status, medication class, and Social Vulnerability Index socioeconomic quartile.</p><p><strong>Results: </strong>Medicaid (adjusted odds ratio [aOR] = 0.87, <i>P</i> < 0.001) or no insurance (aOR = 0.80, <i>P</i> < 0.001) were associated with lower adherence than commercial coverage, whereas Medicare was associated with improved adherence (aOR = 1.06, <i>P</i> < 0.001, when compared with commercial insurance). Black, Native Hawaiian/Pacific Islander, and American Indian/Alaska Native patients had lower adherence compared with White patients (aOR = 0.93, <i>P</i> < 0.001 and aOR = 0.96, <i>P</i> < 0.001, respectively). The most vulnerable Social Vulnerability Index quartile (Q4) modestly reduced adherence (aOR = 0.98, <i>P</i> < 0.001) compared with Q1. Antihypertensive, cholesterol-lowering, antidepressant, and heart failure drugs had markedly higher adherence (aORs 1.35-1.60, <i>P</i> < .01, when compared with other medication classes).</p><p><strong>Conclusions: </strong>Several individual-level factors had strong associations with adherence. Community-level socioeconomic vulnerability had a modest association.</p>","PeriodicalId":16170,"journal":{"name":"Journal of managed care & specialty pharmacy","volume":"32 2","pages":"218-229"},"PeriodicalIF":2.9,"publicationDate":"2026-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC12871520/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"146119148","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
Use of clinical outcome assessments in specialty drug coverage policies. 在专科药物覆盖政策中使用临床结果评估。
IF 2.9 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-02-01 DOI: 10.18553/jmcp.2026.32.2.143
Julia A Rucker, Jiat Ling Poon, Fariel C A LaMountain, Yichen Lin, Megan N Klopchin, Molly T Beinfeld, James D Chambers

Background: Clinical outcome assessments (COAs) are tools widely used in clinical trials to evaluate treatment efficacy by capturing patient experience. However, little is known about how COAs are used in specialty drug coverage decisions.

Objective: To describe the frequency, type, and role of COAs in US commercial health plans' specialty drug coverage policies.

Methods: We analyzed coverage data from the Tufts Medical Center Specialty Drug Evidence and Coverage (SPEC) Database, which tracks specialty drug coverage policies from 18 large US commercial health plans. Researchers reviewed each policy to identify disease-specific COAs, excluding tools assessing objective physiological data or clinical algorithms (eg, biomarkers, risk prediction scores). We categorized COAs by (1) type (ie, patient-reported outcomes [PROs], clinician-reported outcomes [ClinROs], etc), (2) time point (initial approval vs reauthorization), and (3) application (ie, supporting diagnosis, documenting baseline, limiting access for initial criteria; or defining meaningful treatment response for reauthorization criteria).

Results: As of April 2024, SPEC included 13,933 coverage policies for 440 specialty drugs for 386 indications. These policies incorporated COAs for 169 (43.8%) indications. In total, 2,188 (15.7%) policies referenced at least 1 COA, and of these 763 (34.9%) referenced multiple COAs. Because policies can incorporate COAs into both initial and reauthorization criteria, we identified 4,305 total COA references. Inclusion of COAs varied across plans, ranging from 5% to 27.2% of coverage decisions. COAs appeared 2,077 times in initial criteria, most commonly as ClinROs (69.0%) and infrequently as PROs (5.7%). In initial criteria, plans primarily used COAs to limit access (50.5%), whereas in reauthorization criteria, plans used COAs to determine treatment response.

Conclusions: COA inclusion varied across plans, with most using them to limit access. ClinROs were the most frequently used COA type, underscoring the pivotal role of providers on behalf of patients and health plans in shaping treatment access decisions. Plans used PROs relatively infrequently, with some including PROs in their policies more than others, suggesting a missed opportunity to consistently incorporate patients' voices to complement the assessment of treatment outcomes when determining coverage. Future research should explore the rationale behind COA use and its implications for treatment access.

背景:临床结果评估(COAs)是临床试验中广泛使用的工具,通过获取患者经验来评估治疗效果。然而,人们对coa如何用于特殊药物覆盖决策知之甚少。目的:描述coa在美国商业健康计划的特殊药物覆盖政策中的频率、类型和作用。方法:我们分析了来自Tufts医学中心专业药物证据和覆盖(SPEC)数据库的覆盖数据,该数据库跟踪了美国18个大型商业健康计划的专业药物覆盖政策。研究人员回顾了每一项政策,以确定疾病特异性coa,排除了评估客观生理数据或临床算法(如生物标志物、风险预测评分)的工具。我们根据(1)类型(即患者报告的结果[PROs],医生报告的结果[ClinROs]等),(2)时间点(初始批准与再授权),以及(3)应用(即支持诊断,记录基线,限制初始标准的获取;或定义有意义的治疗反应再授权标准)对coa进行分类。结果:截至2024年4月,SPEC涵盖了386个适应症的440种专科药物的13,933项覆盖政策。这些政策纳入了169例(43.8%)适应症的coa。总共有2188个(15.7%)策略引用了至少一个COA,其中763个(34.9%)引用了多个COA。由于策略可以将COA合并到初始和重新授权标准中,因此我们确定了总共4305个COA引用。coa的包含因计划而异,覆盖决策的范围从5%到27.2%不等。coa在初始标准中出现2077次,最常见的是ClinROs(69.0%),不常见的是PROs(5.7%)。在初始标准中,计划主要使用coa来限制访问(50.5%),而在再授权标准中,计划使用coa来确定治疗反应。结论:不同计划的COA内容不同,大多数计划使用COA来限制访问。ClinROs是最常用的COA类型,强调了代表患者和健康计划的提供者在制定治疗获取决策方面的关键作用。计划中使用评估意见的频率相对较低,有些计划在其政策中包含评估意见的频率高于其他计划,这表明在确定覆盖范围时,错过了始终纳入患者声音以补充治疗结果评估的机会。未来的研究应探讨COA使用背后的理由及其对治疗可及性的影响。
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引用次数: 0
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Journal of managed care & specialty pharmacy
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