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Thanks to JMCP Peer Reviewers, 2024. 感谢 JMCP 同行评审员,2024 年。
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-03-01 DOI: 10.18553/jmcp.2025.31.3.329
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引用次数: 0
The time is now: Addressing health inequities in the workforce.
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-02-24 DOI: 10.18553/jmcp.2025.24362
Bruce W Sherman, Brian Sils, Kimberly Westrich

As a major provider of health insurance for working-age Americans, employers can play a significant role in improving the health equity of their employees and family members. In this commentary, we describe how different stakeholders, including employers, their employees, clinicians, and health systems and health plans, each contribute to the observed inequities. Other systems-level factors, including racism, implicit bias, medical mistrust, health literacy limitations, and health care access and affordability concerns have been also shown to contribute to inequitable outcomes. Opportunities exist for employers to improve health equity among their benefits-enrolled employees and family members using data-driven approaches to ensure that benefits are more equitable in scope, access, and affordability. As an illustrative example of employer strategic considerations, we describe opportunities to identify and address inequities in prescription medication use. Additionally, employers can, and perhaps should, advocate for transparency in community-based health system and health plan reporting regarding health inequities and progress toward more equitable health care utilization and outcomes. Employers can also advocate for the delivery of more patient-centered, systems-based solutions, such as enhanced primary care and/or worksite clinics, and give consideration to establishing health equity performance-based incentives in their health care contracting. Further research in the employer setting can help to expand the adoption of a best-practices approach to achieving more equitable health outcomes.

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引用次数: 0
Correction.
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-02-01 DOI: 10.18553/jmcp.2025.31.2.226
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引用次数: 0
Emerging trends in public policy: Perspectives on the 2024 AMCP Foundation Survey.
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-02-01 DOI: 10.18553/jmcp.2025.31.2-a.s29
Melissa J Andel, Daniel Tomaszewski
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引用次数: 0
Emerging trends in therapeutics and diagnostics: Perspectives on the 2024 AMCP Foundation Survey.
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-02-01 DOI: 10.18553/jmcp.2025.31.2-a.s15
Catherine M Lockhart, Michael Manolakis
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引用次数: 0
Emerging trends in managed care pharmacy: A mixed-method study.
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-02-01 DOI: 10.18553/jmcp.2025.31.2-a.s2
T Joseph Mattingly, Laura E Happe, Laura Cranston

Background: Over the past 5 years, managed care pharmacy has been shaped by a global pandemic, advancements in generative artificial intelligence (AI), Medicare drug price negotiation policies, and significant therapeutic developments. Collective intelligence methods can be used to anticipate future developments in practice to help organizations plan and develop new strategies around those changes.

Objective: To identify emerging trends in managed care pharmacy.

Methods: In this sequential mixed-method study, we invited experts to participate in a multidisciplinary advisory panel to develop a survey with 5 overarching domains. The qualitative analysis for our advisory panel meetings used a thematic analysis approach. To analyze the cross-sectional survey results, we used descriptive statistics and exploratory bivariate statistics to test for possible relationships with survey respondent demographics and likelihood predictions. To assess respondent opinions on the overall likelihood of an event occurring in the next 5 years, we combined "Highly likely/Somewhat likely" responses and compared with "Highly unlikely/Somewhat unlikely" responses.

Results: Following our advisory panel focus groups, a total of 53 scenarios were developed for inclusion in the quantitative survey under the domains of (1) information technology, (2) therapeutics and diagnostics, (3) payment models, (4) pharmacy operations, and (5) public policy. A total of 1,238 individuals were invited to participate in the survey. Of eligible participants, 201 complete survey responses were received for a final response rate of 16.2%. Survey participants rated increased use of glucagon-like peptide-1 receptor agonists by at least 25%, at least 1 major data breach, more than 10 new orphan drug approvals, and AI use in more than half of prior authorization reviews as the most likely scenarios to occur in the next 5 years. Respondents identified the following broad issues as those most likely to impact their organizations (employers) in the next 5 years: federal and state policy changes impacting managed care, cell and gene therapies, impact of AI on managed care operations, and emerging payment models.

Conclusions: This study provides valuable insights into the emerging trends that are expected to shape managed care pharmacy over the next 5 years. The integration of advanced technologies, such as AI, along with the increasing focus on specialty therapeutics, represents both opportunities and challenges for managed care organizations. However, areas with lower consensus highlight the need for caution in strategic planning.

背景:在过去的 5 年中,全球大流行病、人工智能(AI)的发展、医疗保险(Medicare)药品价格谈判政策以及重大的治疗发展都对管理式医疗药学产生了影响。集体智能方法可用于预测实践中的未来发展,帮助组织围绕这些变化规划和制定新战略:确定管理式医疗药学的新兴趋势:在这项循序渐进的混合方法研究中,我们邀请专家参加一个多学科顾问小组,以制定一项包含 5 个主要领域的调查。对顾问小组会议的定性分析采用了主题分析法。为了分析横向调查结果,我们使用了描述性统计和探索性双变量统计来检验调查对象的人口统计学特征与可能性预测之间可能存在的关系。为了评估受访者对未来 5 年发生事件的总体可能性的看法,我们将 "非常有可能/有点可能 "的回答与 "非常不可能/有点不可能 "的回答进行了比较:在顾问小组焦点小组讨论之后,我们共制定了 53 个方案,并将其纳入定量调查,这些方案分别属于以下领域:(1) 信息技术;(2) 治疗和诊断;(3) 支付模式;(4) 药房运营;(5) 公共政策。共有 1238 人受邀参与调查。在符合条件的参与者中,共收到 201 份完整的调查回复,最终回复率为 16.2%。调查参与者将胰高血糖素样肽-1 受体激动剂的使用增加至少 25%、至少发生一次重大数据泄露、超过 10 种新孤儿药获批以及人工智能在超过一半的预先授权审查中的使用列为未来 5 年最有可能发生的情况。受访者认为未来 5 年最有可能影响其组织(雇主)的问题包括:影响管理式医疗的联邦和州政策变化、细胞和基因疗法、人工智能对管理式医疗运营的影响以及新兴支付模式:本研究就未来 5 年管理式医疗药房的新兴趋势提供了有价值的见解。人工智能等先进技术的整合,以及对特色疗法的日益关注,对管理式医疗组织来说既是机遇也是挑战。然而,共识度较低的领域凸显了战略规划中谨慎行事的必要性。
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引用次数: 0
Prevalence of obesity-related multimorbidity and its health care costs among adults in the United States.
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-02-01 DOI: 10.18553/jmcp.2025.31.2.179
Kyrian Ezendu, Gerhardt Pohl, Clare J Lee, Hui Wang, Xiaohong Li, Julia P Dunn
<p><strong>Background: </strong>Overweight and obesity are associated with many obesity-related complications (ORCs) and drive increased health care costs. However, data on the impact of obesity severity on multimorbidity and the effect of multimorbidity on cost and health care resource utilization (HCRU) in people with overweight or obesity are limited.</p><p><strong>Objective: </strong>To determine in reference to obesity-related multimorbidity (1) if prevalence increases with higher levels of weight class, (2) if higher levels of weight class are associated with an increased risk of multimorbidity at an earlier age, and (3) how HCRU and health care costs are impacted, including if there is a beyond-additive effect on ORC-related costs.</p><p><strong>Methods: </strong>This retrospective cross-sectional study used linked electronic health records (EHRs) and insurance claims from Optum's de-identified Market Clarity Data. Costs were considered from January 1 to December 31, 2019. Patients continuously insured in 2018 and 2019 with at least 1 recorded body mass index (BMI) in 2019 were included. The presence of 17 prespecified ORCs was determined from the database based on the International Classification of Diseases, Tenth Revision, Clinical Modification (ICD-10-CM) diagnosis codes. ORC-related medical services costs were based on ICD-10-CM diagnosis codes in the primary position; pharmacy costs were based on National Drug Codes. Total health care costs were the sum of medical services and pharmacy costs. Weight classes were derived from the patients' median BMI in the EHR in 2019.</p><p><strong>Results: </strong>The prevalence of multimorbidity increased with increasing weight levels (12.3% in overweight and 33.4% in class 3 obesity for ages 19-40 years; 41.5% and 66.6% for ages 41-65 years; and 70.6%-85.9% for age ≥65 years). Ages for predicted 50% risk of having at least 2 ORCs were 59, 54, 49, and 43 years among patients with overweight and obesity classes 1, 2, and 3, respectively. The mean effect of multimorbidity on ORC-related costs was beyond additive in those with obesity, such that the ORC-related costs were about $1,082 (151%), $1,696 (218%), and $2,433 (264%) for class 1, class 2, and class 3 obesity, respectively. This effect was not present for overweight, for which the cost was $310 (42%). Individuals with multimorbidity had higher odds of emergency department visits (odds ratio [OR] = 1.74; 95% CI = 1.73-1.76) and inpatient hospitalization (OR = 3.32; 95% CI = 3.27-3.38).</p><p><strong>Conclusions: </strong>The prevalence of obesity-related multimorbidity increased with increasing weight classes within age groups. Obesity-related multimorbidity presented at an earlier age with higher weight class, such that the predicted probability of having obesity-related multimorbidity was more than a decade younger in class 2 and class 3 obesity compared with overweight. It was associated with increased HCRU and higher-than-expected costs ex
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引用次数: 0
Addition of continuous glucose monitoring to glucagon-like peptide 1 receptor agonist treatment for type 2 diabetes mellitus - An economic evaluation. 在2型糖尿病胰高血糖素样肽1受体激动剂治疗中增加连续血糖监测-经济评价
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-02-01 Epub Date: 2025-01-17 DOI: 10.18553/jmcp.2025.24253
Eugene E Wright, Eden Miller, Anila Bindal, Yeesha Poon

Background: Both glucagon-like peptide 1 receptor agonists (GLP-1 RAs) and continuous glucose monitoring (CGM) have been shown to improve glycated hemoglobin A1c (A1c) levels among patients with type 2 diabetes mellitus (T2DM). Recently, a US real-world study found statistically significant improvements in A1c levels among patients using GLP-1 RA and a CGM device, compared with a matched cohort receiving only GLP-1 RA.

Objectives: To assess the cost-effectiveness from a US payer perspective of initiating CGM (FreeStyle Libre Systems) in people living with T2DM using a GLP-1 RA therapy, compared with GLP-1 RA alone.

Methods: A patient-level microsimulation model was run for 10,000 patients over a lifetime horizon with 3.0% discounting for costs and utilities. Patient characteristics were based on the overall population of the US real-world study and the subgroup of patients not using intensive insulin. The effect of CGM was modeled as a persistent reduction in A1c compared with GLP-1 RA alone (overall = 0.37%; patients not using intensive insulin = 0.34%). Costs ($2,023) and disutilities were applied to diabetes complications and acute diabetic events. Outcomes were assessed as quality-adjusted life years (QALYs).

Results: The base-case incremental cost-effectiveness ratio (incremental costs/incremental QALYs) for GLP-1 RA plus CGM vs GLP-1 RA alone was $40,968/QALY in the overall cohort (cost = $484,180 vs $473,938; QALYs = 13.37 vs 13.12). Among patients not using intensive insulin, the incremental cost-effectiveness ratio was $43,095/QALY. Scenario analysis showed that the model results were robust to changing assumptions. Probabilistic sensitivity analysis showed that GLP-1 RA plus CGM had a 64% probability of being cost-effective at a willingness-to-pay threshold of $100,000 per QALY.

Conclusions: From a US payer perspective, CGM is cost-effective when added to GLP-1 RA therapies for the treatment of T2DM, including for patients not using intensive insulin.

背景:胰高血糖素样肽1受体激动剂(GLP-1 RAs)和连续血糖监测(CGM)均可改善2型糖尿病(T2DM)患者的糖化血红蛋白A1c水平。最近,一项美国真实世界的研究发现,与仅接受GLP-1 RA的匹配队列相比,使用GLP-1 RA和CGM装置的患者A1c水平有统计学上的显著改善。目的:从美国付款人的角度评估在T2DM患者中使用GLP-1 RA治疗启动CGM (FreeStyle Libre Systems)的成本效益,与单独使用GLP-1 RA相比。方法:对1万例患者进行患者层面的微观模拟模型,以3.0%的成本和水电费折现。患者特征基于美国真实世界研究的总体人群和未使用强化胰岛素的患者亚组。与单独GLP-1 RA相比,CGM的效果是A1c持续降低(总体= 0.37%;未使用强化胰岛素的患者= 0.34%)。糖尿病并发症和急性糖尿病事件的费用(2023美元)和费用减少。结果以质量调整生命年(QALYs)进行评估。结果:在整个队列中,GLP-1 RA加CGM与GLP-1 RA的基本病例增量成本-效果比(增量成本/增量QALY)为40,968美元/QALY(成本= 484,180美元vs 473,938美元;QALYs = 13.37 vs 13.12)。在未使用强化胰岛素的患者中,增量成本-效果比为43,095美元/QALY。情景分析表明,模型结果对变化的假设具有鲁棒性。概率敏感性分析显示,在每个QALY支付意愿阈值为100,000美元时,GLP-1 RA加CGM具有64%的成本效益概率。结论:从美国支付者的角度来看,CGM与GLP-1 RA治疗相结合治疗T2DM具有成本效益,包括不使用强化胰岛素的患者。
{"title":"Addition of continuous glucose monitoring to glucagon-like peptide 1 receptor agonist treatment for type 2 diabetes mellitus - An economic evaluation.","authors":"Eugene E Wright, Eden Miller, Anila Bindal, Yeesha Poon","doi":"10.18553/jmcp.2025.24253","DOIUrl":"10.18553/jmcp.2025.24253","url":null,"abstract":"<p><strong>Background: </strong>Both glucagon-like peptide 1 receptor agonists (GLP-1 RAs) and continuous glucose monitoring (CGM) have been shown to improve glycated hemoglobin A1c (A1c) levels among patients with type 2 diabetes mellitus (T2DM). Recently, a US real-world study found statistically significant improvements in A1c levels among patients using GLP-1 RA and a CGM device, compared with a matched cohort receiving only GLP-1 RA.</p><p><strong>Objectives: </strong>To assess the cost-effectiveness from a US payer perspective of initiating CGM (FreeStyle Libre Systems) in people living with T2DM using a GLP-1 RA therapy, compared with GLP-1 RA alone.</p><p><strong>Methods: </strong>A patient-level microsimulation model was run for 10,000 patients over a lifetime horizon with 3.0% discounting for costs and utilities. Patient characteristics were based on the overall population of the US real-world study and the subgroup of patients not using intensive insulin. The effect of CGM was modeled as a persistent reduction in A1c compared with GLP-1 RA alone (overall = 0.37%; patients not using intensive insulin = 0.34%). Costs ($2,023) and disutilities were applied to diabetes complications and acute diabetic events. Outcomes were assessed as quality-adjusted life years (QALYs).</p><p><strong>Results: </strong>The base-case incremental cost-effectiveness ratio (incremental costs/incremental QALYs) for GLP-1 RA plus CGM vs GLP-1 RA alone was $40,968/QALY in the overall cohort (cost = $484,180 vs $473,938; QALYs = 13.37 vs 13.12). Among patients not using intensive insulin, the incremental cost-effectiveness ratio was $43,095/QALY. Scenario analysis showed that the model results were robust to changing assumptions. Probabilistic sensitivity analysis showed that GLP-1 RA plus CGM had a 64% probability of being cost-effective at a willingness-to-pay threshold of $100,000 per QALY.</p><p><strong>Conclusions: </strong>From a US payer perspective, CGM is cost-effective when added to GLP-1 RA therapies for the treatment of T2DM, including for patients not using intensive insulin.</p>","PeriodicalId":16170,"journal":{"name":"Journal of managed care & specialty pharmacy","volume":" ","pages":"127-136"},"PeriodicalIF":2.3,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11852799/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143006297","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
Comparing demographic/clinical characteristics, health care resource utilization, and costs among patients with type 2 diabetes and established atherosclerotic cardiovascular disease with and without the use of cardioprotective medications. 比较2型糖尿病和已确诊的动脉粥样硬化性心血管疾病患者在使用和不使用心脏保护药物时的人口学/临床特征、卫生保健资源利用和成本
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-02-01 Epub Date: 2025-01-17 DOI: 10.18553/jmcp.2025.24251
Tyler J Dunn, Yiwen Cao, Lin Xie, Mico Guevarra, Joanna Mitri

Background: Type 2 diabetes (T2D) causes increased health care resource utilization (HCRU) and costs in the United States. People with T2D are more likely to have atherosclerotic cardiovascular disease (ASCVD), which is associated with significant morbidity and mortality. Medical associations recommend cardioprotective antidiabetic medications, including sodium-glucose cotransporter-2 inhibitors (SGLT2is) and glucagon-like peptide 1 receptor agonists (GLP-1 RAs), to reduce the risk of cardiovascular events in patients with T2D with established, or a high risk of, ASCVD, but not all eligible patients receive these medications.

Objective: To describe demographic/clinical characteristics and antidiabetic medication prescription patterns and compare HCRU and costs among patients with T2D and ASCVD with or without SGLT2i and/or GLP-1 RA use.

Methods: We conducted a retrospective cohort study using the Merative MarketScan database of longitudinal US health care claims data with patients enrolled from July 1, 2014, to December 31, 2022. Patients with T2D and ASCVD receiving SGLT2is and/or GLP-1 RAs (case cohort) were compared with patients with T2D and ASCVD not receiving SGLT2is and/or GLP-1 RAs (control cohort) during a 12-month baseline period pre-index and a 12-month follow-up period post-index. The index date was SGLT2i/GLP-1 RA prescription for the case cohort and random health care visit for the control cohort. Baseline patient characteristics are reported before propensity score matching (PSM); HCRU and medical costs are reported after PSM.

Results: Before PSM, each cohort included 3,386 patients; after PSM, each cohort included 2,351 patients. Patients in the case cohort were significantly more likely to experience myocardial infarction (case, 26.2%; control, 21.5%; P < 0.001) or peripheral artery disease (case, 28.6%; control, 26.1%; P < 0.024) during the baseline period. Patients in the case cohort had significantly lower baseline Charlson Comorbidity Index scores than patients in the control cohort (case, 1.8; control, 2.1; P < 0.001). Patients in the case cohort had significantly fewer all-cause inpatient visits per patient (case, 0.4; control, 0.6; P < 0.001) and all-cause emergency department visits per patient (case, 0.9; control, 1.0; P = 0.024). Patients in the case cohort had significantly lower all-cause inpatient costs (case, $13,977; control, $22,056; P < 0.001), other all-cause outpatient costs (case, $16,504; control, $24,739; P < 0.001), and all-cause total medical costs including pharmacy costs (case, $51,143; control, $58,648; P = 0.01) in the 12-month follow-up period.

Conclusions: Patients with T2D and ASCVD receiving SGLT2is and/or GLP-1 RAs within 12 months of ASCVD diagnosis may benefit from lower HCRU and costs.

背景:在美国,2型糖尿病(T2D)导致卫生保健资源利用率(HCRU)和成本增加。T2D患者更容易发生动脉粥样硬化性心血管疾病(ASCVD),这与显著的发病率和死亡率相关。医学协会推荐心脏保护降糖药物,包括钠-葡萄糖共转运蛋白-2抑制剂(SGLT2is)和胰高血糖素样肽1受体激动剂(GLP-1 RAs),以降低已确定或高风险ASCVD的T2D患者心血管事件的风险,但并非所有符合条件的患者都接受这些药物。目的:描述人口统计学/临床特征和降糖药物处方模式,比较使用或不使用SGLT2i和/或GLP-1 RA的T2D和ASCVD患者的HCRU和成本。方法:我们使用Merative MarketScan数据库进行了一项回顾性队列研究,该数据库收集了2014年7月1日至2022年12月31日期间入组的患者的纵向美国医疗保健索赔数据。接受SGLT2is和/或GLP-1 RAs治疗的T2D和ASCVD患者(病例队列)与未接受SGLT2is和/或GLP-1 RAs治疗的T2D和ASCVD患者(对照队列)在指数前12个月的基线期和指数后12个月的随访期进行比较。索引日期为病例组的SGLT2i/GLP-1 RA处方和对照组的随机卫生保健访问。在倾向评分匹配(PSM)之前报告基线患者特征;HCRU和医疗费用在PSM后报告。结果:PSM前,每个队列包括3386例患者;PSM后,每个队列包括2351名患者。病例组患者发生心肌梗死的可能性显著增加(病例,26.2%;控制,21.5%;P < 0.001)或外周动脉疾病(例,28.6%;控制,26.1%;P < 0.024)。病例队列患者的基线Charlson合并症指数评分明显低于对照组(病例,1.8;控制,2.1;P < 0.001)。病例队列患者的全因住院就诊次数显著少于每位患者(病例0.4;控制,0.6;P < 0.001)和每名患者的全因急诊就诊次数(例,0.9;控制,1.0;P = 0.024)。病例队列患者的全因住院费用显著降低(1例,13,977美元;控制,22056美元;P < 0.001),其他全因门诊费用(1例,16504美元;控制,24739美元;P < 0.001),包括药费在内的全因总医疗费用(病例,51,143美元;控制,58648美元;P = 0.01),随访12个月。结论:在ASCVD诊断后12个月内接受SGLT2is和/或GLP-1 RAs治疗的T2D和ASCVD患者可能受益于较低的HCRU和成本。
{"title":"Comparing demographic/clinical characteristics, health care resource utilization, and costs among patients with type 2 diabetes and established atherosclerotic cardiovascular disease with and without the use of cardioprotective medications.","authors":"Tyler J Dunn, Yiwen Cao, Lin Xie, Mico Guevarra, Joanna Mitri","doi":"10.18553/jmcp.2025.24251","DOIUrl":"10.18553/jmcp.2025.24251","url":null,"abstract":"<p><strong>Background: </strong>Type 2 diabetes (T2D) causes increased health care resource utilization (HCRU) and costs in the United States. People with T2D are more likely to have atherosclerotic cardiovascular disease (ASCVD), which is associated with significant morbidity and mortality. Medical associations recommend cardioprotective antidiabetic medications, including sodium-glucose cotransporter-2 inhibitors (SGLT2is) and glucagon-like peptide 1 receptor agonists (GLP-1 RAs), to reduce the risk of cardiovascular events in patients with T2D with established, or a high risk of, ASCVD, but not all eligible patients receive these medications.</p><p><strong>Objective: </strong>To describe demographic/clinical characteristics and antidiabetic medication prescription patterns and compare HCRU and costs among patients with T2D and ASCVD with or without SGLT2i and/or GLP-1 RA use.</p><p><strong>Methods: </strong>We conducted a retrospective cohort study using the Merative MarketScan database of longitudinal US health care claims data with patients enrolled from July 1, 2014, to December 31, 2022. Patients with T2D and ASCVD receiving SGLT2is and/or GLP-1 RAs (case cohort) were compared with patients with T2D and ASCVD not receiving SGLT2is and/or GLP-1 RAs (control cohort) during a 12-month baseline period pre-index and a 12-month follow-up period post-index. The index date was SGLT2i/GLP-1 RA prescription for the case cohort and random health care visit for the control cohort. Baseline patient characteristics are reported before propensity score matching (PSM); HCRU and medical costs are reported after PSM.</p><p><strong>Results: </strong>Before PSM, each cohort included 3,386 patients; after PSM, each cohort included 2,351 patients. Patients in the case cohort were significantly more likely to experience myocardial infarction (case, 26.2%; control, 21.5%; P < 0.001) or peripheral artery disease (case, 28.6%; control, 26.1%; P < 0.024) during the baseline period. Patients in the case cohort had significantly lower baseline Charlson Comorbidity Index scores than patients in the control cohort (case, 1.8; control, 2.1; P < 0.001). Patients in the case cohort had significantly fewer all-cause inpatient visits per patient (case, 0.4; control, 0.6; P < 0.001) and all-cause emergency department visits per patient (case, 0.9; control, 1.0; P = 0.024). Patients in the case cohort had significantly lower all-cause inpatient costs (case, $13,977; control, $22,056; P < 0.001), other all-cause outpatient costs (case, $16,504; control, $24,739; P < 0.001), and all-cause total medical costs including pharmacy costs (case, $51,143; control, $58,648; P = 0.01) in the 12-month follow-up period.</p><p><strong>Conclusions: </strong>Patients with T2D and ASCVD receiving SGLT2is and/or GLP-1 RAs within 12 months of ASCVD diagnosis may benefit from lower HCRU and costs.</p>","PeriodicalId":16170,"journal":{"name":"Journal of managed care & specialty pharmacy","volume":" ","pages":"117-126"},"PeriodicalIF":2.3,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11852797/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143006509","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
Antidepressant adherence using group-based trajectory modeling among postpartum women with Texas Medicaid.
IF 2.3 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-02-01 DOI: 10.18553/jmcp.2025.31.2.167
Emma L Pennington, Jamie C Barner, Carolyn M Brown, Leticia R Moczygemba, Divya A Patel, Tyler J Varisco
<p><strong>Background: </strong>Mental health conditions are among the most frequent underlying causes of pregnancy-related death, and antidepressants may have a positive impact. However, adherence is suboptimal, and little is known regarding antidepressant adherence trajectories among postpartum women in the United States.</p><p><strong>Objective: </strong>To describe antidepressant use among postpartum women with Texas Medicaid and determine factors associated with adherence trajectories.</p><p><strong>Methods: </strong>This retrospective analysis of Texas Medicaid claims (January 1, 2018, to June 30, 2022) included women aged 12 to 55 years with at least 1 delivery, who were continuously enrolled 84 days before and 12 months after delivery, and who received an antidepressant within 90 days after delivery. The index date was the first dispensing of an antidepressant after delivery. The dependent variable was antidepressant adherence, defined as the proportion of days covered (PDC) and measured in 30-day increments for 270 days after antidepressant initiation. The independent variables were guided by the Andersen Behavioral Model and included predisposing (age and race and ethnicity), enabling (urbanicity, prenatal care, and postpartum care), and need (baseline depression/anxiety, baseline substance use disorder [SUD], cesarean delivery, preterm birth, and pregnancy complications) factors. Group-based trajectory modeling (GBTM) was used to identify antidepressant adherence trajectory groups. Multinomial logistic regression was used to identify factors associated with adherence trajectory group membership.</p><p><strong>Results: </strong>The included patients (N = 15,667) had a mean ± SD age of 27.4 ± 5.9 years, and 41.7% were White. Most resided in urban counties (78.0%) and had 6.4 ± 3.5 prenatal visits, 3.1 ± 2.8 postpartum visits, and 1.4 ± 0.9 pregnancy complications. Nearly half (49.8%) had baseline depression/anxiety, 17.2% had baseline SUD, 37.4% had cesarean delivery, and 13.9% had preterm birth. At 270 days after antidepressant initiation, mean ± SD adherence was 43.9 ± 29.5, and the adherence rate (PDC ≥ 80) was 15.9%. During the 270 days follow-up, mean ± SD persistence without a 30-day gap was 103 ± 85.2 days, and the persistence rate (proportion persisting 180 days without a 30-day gap) was 22.1%. GBTM revealed 5 membership groups: consistent high (19.0%), fluctuating (22.5%), slowly decreasing (13.3%), and rapidly decreasing (21.8%) adherence and early and consistent nonadherence (23.4%). Patterns emerged with decreasing adherence at 2, 3, and 6 months after initiation. Increasing age, non-Black race, urban residence, increasing postpartum care visits, and baseline depression/anxiety were associated with the consistent high-adherence trajectory compared with most lower-adherence trajectories. However, baseline SUD and preterm birth were associated with membership in the less-adherent compared with the consistently adherent trajecto
{"title":"Antidepressant adherence using group-based trajectory modeling among postpartum women with Texas Medicaid.","authors":"Emma L Pennington, Jamie C Barner, Carolyn M Brown, Leticia R Moczygemba, Divya A Patel, Tyler J Varisco","doi":"10.18553/jmcp.2025.31.2.167","DOIUrl":"10.18553/jmcp.2025.31.2.167","url":null,"abstract":"&lt;p&gt;&lt;strong&gt;Background: &lt;/strong&gt;Mental health conditions are among the most frequent underlying causes of pregnancy-related death, and antidepressants may have a positive impact. However, adherence is suboptimal, and little is known regarding antidepressant adherence trajectories among postpartum women in the United States.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Objective: &lt;/strong&gt;To describe antidepressant use among postpartum women with Texas Medicaid and determine factors associated with adherence trajectories.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Methods: &lt;/strong&gt;This retrospective analysis of Texas Medicaid claims (January 1, 2018, to June 30, 2022) included women aged 12 to 55 years with at least 1 delivery, who were continuously enrolled 84 days before and 12 months after delivery, and who received an antidepressant within 90 days after delivery. The index date was the first dispensing of an antidepressant after delivery. The dependent variable was antidepressant adherence, defined as the proportion of days covered (PDC) and measured in 30-day increments for 270 days after antidepressant initiation. The independent variables were guided by the Andersen Behavioral Model and included predisposing (age and race and ethnicity), enabling (urbanicity, prenatal care, and postpartum care), and need (baseline depression/anxiety, baseline substance use disorder [SUD], cesarean delivery, preterm birth, and pregnancy complications) factors. Group-based trajectory modeling (GBTM) was used to identify antidepressant adherence trajectory groups. Multinomial logistic regression was used to identify factors associated with adherence trajectory group membership.&lt;/p&gt;&lt;p&gt;&lt;strong&gt;Results: &lt;/strong&gt;The included patients (N = 15,667) had a mean ± SD age of 27.4 ± 5.9 years, and 41.7% were White. Most resided in urban counties (78.0%) and had 6.4 ± 3.5 prenatal visits, 3.1 ± 2.8 postpartum visits, and 1.4 ± 0.9 pregnancy complications. Nearly half (49.8%) had baseline depression/anxiety, 17.2% had baseline SUD, 37.4% had cesarean delivery, and 13.9% had preterm birth. At 270 days after antidepressant initiation, mean ± SD adherence was 43.9 ± 29.5, and the adherence rate (PDC ≥ 80) was 15.9%. During the 270 days follow-up, mean ± SD persistence without a 30-day gap was 103 ± 85.2 days, and the persistence rate (proportion persisting 180 days without a 30-day gap) was 22.1%. GBTM revealed 5 membership groups: consistent high (19.0%), fluctuating (22.5%), slowly decreasing (13.3%), and rapidly decreasing (21.8%) adherence and early and consistent nonadherence (23.4%). Patterns emerged with decreasing adherence at 2, 3, and 6 months after initiation. Increasing age, non-Black race, urban residence, increasing postpartum care visits, and baseline depression/anxiety were associated with the consistent high-adherence trajectory compared with most lower-adherence trajectories. However, baseline SUD and preterm birth were associated with membership in the less-adherent compared with the consistently adherent trajecto","PeriodicalId":16170,"journal":{"name":"Journal of managed care & specialty pharmacy","volume":"31 2","pages":"167-178"},"PeriodicalIF":2.3,"publicationDate":"2025-02-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"https://www.ncbi.nlm.nih.gov/pmc/articles/PMC11852796/pdf/","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"143255869","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
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Journal of managed care & specialty pharmacy
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