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Telemedicine utilization and preventive services among a rural population. 农村人口中的远程医疗利用和预防服务。
IF 2.1 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-01 DOI: 10.37765/ajmc.2026.89866
Daniel Cullen, April M Falconi, Carrie Levin, Geoffrey Crawford, Sarah Adkins Svoboda

Objective: To determine the association between telemedicine use and preventive care among a rural population.

Study design: Retrospective cohort study with administrative claims data.

Methods: We utilized propensity score matching and multivariate logistic regressions to match rural telemedicine users with rural telemedicine nonusers to determine the relationship between telemedicine use and the utilization of preventive services.

Results: The propensity score-matched sample consisted of 2,012,290 individuals residing in rural areas between January 2019 and December 2023. The sample consisted of 1,006,145 individuals who did not use telemedicine from 2019 to 2023, 535,418 individuals who utilized telemedicine in 2020, and 730,828 individuals who utilized telemedicine between 2021 and 2023. Telemedicine use in 2020 was associated with a higher likelihood of completing a preventive care visit or service in 2021 (adjusted OR [AOR], 2.01; 95% CI, 1.93-2.09), and telemedicine use between 2021 and 2023 was associated with a higher likelihood of completing a preventive care visit or service in 2023 (AOR, 1.88; 95% CI, 1.79-1.96). Telemedicine use in 2020 and between 2021 and 2023 were both evaluated to determine whether the results remained consistent after the initial surge in telemedicine use in 2020.

Conclusions: The use of telemedicine in rural areas was associated with a higher likelihood of utilizing preventive care. The magnitude of this relationship varied depending on underlying health conditions, sex, and region of residence.

目的:了解农村人群远程医疗使用与预防保健之间的关系。研究设计:回顾性队列研究与行政索赔数据。方法:采用倾向得分匹配和多元logistic回归对农村远程医疗用户和非远程医疗用户进行匹配,以确定远程医疗使用与预防服务利用之间的关系。结果:倾向得分匹配的样本包括2019年1月至2023年12月期间居住在农村地区的2,012,290人。该样本包括2019年至2023年未使用远程医疗的1,006,145人,2020年使用远程医疗的535,418人,以及2021年至2023年使用远程医疗的730,828人。2020年使用远程医疗与2021年完成预防性保健访问或服务的可能性较高相关(调整后的or [AOR], 2.01; 95% CI, 1.93-2.09), 2021年至2023年使用远程医疗与2023年完成预防性保健访问或服务的可能性较高相关(AOR, 1.88; 95% CI, 1.79-1.96)。对2020年和2021年至2023年之间的远程医疗使用情况进行了评估,以确定在2020年远程医疗使用最初激增之后,结果是否保持一致。结论:在农村地区,远程医疗的使用与使用预防性保健的可能性较高有关。这种关系的程度因潜在的健康状况、性别和居住地区而异。
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引用次数: 0
Subjective and objective impacts of ambulatory AI scribes. 流动人工智能抄写员的主客观影响。
IF 2.1 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2026-01-01 DOI: 10.37765/ajmc.2026.89869
Julia Adler-Milstein, Orianna DeMasi, Hossein Soleimani, Sarah Beck, Maria E Byron, Aris Oates, Robert Thombley, Jinoos Yazdany, Sara G Murray

Objectives: To evaluate the association between perceived and actual changes in physician documentation time (DocTime) following implementation of an artificial intelligence (AI) scribe and to determine whether physicians with higher baseline DocTime experience greater reductions in DocTime from AI scribe use.

Study design: Retrospective assessment of AI scribe use among 310 ambulatory physicians across specialties who chose to adopt a commercial tool at a large academic medical center. We utilized data from a postimplementation user feedback survey and electronic health record audit log measures of scribe use and DocTime.

Methods: We used an ordered logit model to assess adjusted associations between perceived and actual changes in DocTime in the 12 weeks after AI scribe adoption for the 252 physicians (81.3%) with survey data. Multivariate regression models assessed whether baseline DocTime modified the relationship between level of AI scribe use (percentage of weekly encounters) and DocTime.

Results: Although the majority of physicians perceived reductions in DocTime (86.5%) following AI scribe adoption, there was no overall association between perceived reductions and actual changes in DocTime (OR, 0.975; P  = .144). In multivariate models, higher levels of AI scribe use were associated with lower DocTime. For each additional 10% of encounters with AI scribe use, DocTime decreased by just over 30 seconds per scheduled hour (P < .001). This effect was modified by baseline DocTime, with less-efficient physicians realizing the majority of time savings.

Conclusions: Although most physicians perceived DocTime reductions from AI scribe use, those realizing the majority of actual time savings were those with higher relative baseline DocTime.

目的:评估使用人工智能(AI)抄写器后,医生记录时间(DocTime)的感知变化与实际变化之间的关系,并确定使用人工智能抄写器后,基线DocTime较高的医生的DocTime减少是否更大。研究设计:回顾性评估一家大型学术医疗中心310名不同专业的门诊医生使用人工智能书写器的情况。我们利用了实施后用户反馈调查和电子健康记录审计日志测量的数据。方法:我们使用有序logit模型评估252名医生(81.3%)在采用AI scribe后12周内感知和实际DocTime变化之间的调整相关性。多变量回归模型评估基线DocTime是否改变了人工智能抄写机使用水平(每周接触的百分比)与DocTime之间的关系。结果:尽管大多数医生认为采用人工智能记录仪后DocTime减少了(86.5%),但感知到的减少与DocTime的实际变化之间没有总体关联(OR, 0.975; P = 0.144)。在多变量模型中,较高水平的AI脚本使用与较低的DocTime相关。每增加10%的人工智能记录器使用,每计划小时的DocTime减少30秒以上(P结论:尽管大多数医生认为使用人工智能记录器减少了DocTime,但那些意识到大部分实际时间节省的人是那些相对基线DocTime较高的人。
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引用次数: 0
Expert consensus on essential characteristics of oncology value-based payment. 专家对肿瘤学价值支付基本特征的共识。
IF 2.1 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-12-01 DOI: 10.37765/ajmc.2025.89855
Michael Fazio, Rhonda Henschel, Aaron J Lyss, Kiana Mehring, Shilpa Trivedi, Lalan Wilfong, Mary L Witkowski, Andrew T Yue

Value-based payment (VBP) models are increasingly adopted in oncology to promote high-quality, cost-effective, and patient-centered care. To identify essential characteristics of effective oncology VBP models, a modified Delphi process was conducted with 9 experts representing diverse oncology organizations. Panelists participated in 2 survey rounds and an in-person discussion, evaluating the importance and feasibility of key VBP model elements using Likert scales. Results revealed consensus on the need for patient-centered care, robust risk adjustment, and oncology-specific outcome measures. While pay-for-performance and enhanced monthly payment models were seen as feasible and widely used, they were also criticized for outdated metrics, insufficient reimbursement, and high administrative burden. High-impact models such as dual-sided risk and cost-containment approaches were viewed as promising but challenging to implement, particularly for small or rural practices. Panelists cited stakeholder misalignment, financial risk, and lack of standardized benchmarks as major barriers to effective implementation. The authors concluded that future VBP models must align incentives across stakeholders, accommodate clinical complexity, and evolve iteratively to support innovation, equity, and sustainability in oncology care.

基于价值的支付(VBP)模式越来越多地应用于肿瘤学,以促进高质量,具有成本效益和以患者为中心的护理。为了确定有效的肿瘤VBP模型的基本特征,我们与代表不同肿瘤组织的9位专家进行了改进的德尔菲过程。小组成员参与了2轮调查和面对面讨论,使用李克特量表评估关键VBP模型元素的重要性和可行性。结果显示,需要以患者为中心的护理,稳健的风险调整和肿瘤特异性结果测量的共识。虽然按绩效付费和增强的每月付款模式被认为是可行的,并被广泛使用,但它们也因过时的指标、报销不足和高管理负担而受到批评。双边风险和成本控制办法等高影响模式被视为有希望,但难以实施,特别是对小型或农村做法而言。小组成员指出,利益相关者错位、财务风险和缺乏标准化基准是有效实施的主要障碍。作者得出结论,未来的VBP模型必须协调利益相关者之间的激励,适应临床复杂性,并迭代发展,以支持肿瘤护理的创新、公平和可持续性。
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引用次数: 0
HEDIS glycemic goal achieved using control-IQ Technology. 使用control-IQ技术达到HEDIS血糖目标。
IF 2.1 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-12-01 DOI: 10.37765/ajmc.2025.89840
Bimal V Patel, Sharon M Wang, Laurel H Messer, Jordan E Pinsker, Miranda R Polin, Irl B Hirsch, Laya Ekhlaspour, Steve Edelman, Diana I Brixner, Charles Stemple

Objectives: This analysis evaluated changes in glucose management indicator (GMI) at 12 months from baseline hemoglobin A1c (HbA1c)-which are both used interchangeably in the Healthcare Effectiveness Data and Information Set (HEDIS) quality measures for glycemic status-in individuals with type 1 diabetes (T1D) who switched from multiple daily insulin injections (MDI) to Control-IQ technology, an automated insulin delivery (AID) therapy.

Study design: US-based retrospective analysis that used data from the Tandem Diabetes Care, Inc t:connect web application and customer relationship management database.

Methods: Inclusion criteria were having had prior treatment with MDI, having started Control-IQ at least 1 year prior to the study end date, having a most recent recorded baseline HbA1c measurement within 6 months prior to AID initiation, and having at least 70% continuous glucose monitoring use during the 12-month postinitiation period. The primary outcome was the change in number and proportion of individuals who met the HEDIS quality measure (HbA1c or GMI of < 8% [control] or > 9.0% [poor control]) and American Diabetes Association (ADA) glycemic target (< 7%) according to payer type (commercial, Medicaid, Medicare) during the 12-month observation.

Results: The analysis included 12,522 individuals with T1D. Following AID initiation, the number and proportion of individuals who met the HEDIS quality standard increased from 6205 (49.6%) to 11,632 (92.9%) at 12 months (∆ = 87.5%). Similar improvements were observed among those who achieved less than 7% GMI. Within all payer groups, the number of patients with baseline HbA 1c levels greater than 9% decreased from 3431 to 15 (∆ = -99.6%).

Conclusions: A greater proportion of individuals can achieve the HEDIS and ADA target goals for glycemic status with Control-IQ use compared with MDI use across all payer types.

目的:本分析评估血糖管理指标(GMI)在12个月时从基线血红蛋白A1c (HbA1c)的变化-两者在医疗保健有效性数据和信息集(HEDIS)质量测量中可互换使用- 1型糖尿病(T1D)患者从每日多次胰岛素注射(MDI)切换到Control-IQ技术,一种自动胰岛素输送(AID)治疗。研究设计:基于美国的回顾性分析,使用来自Tandem Diabetes Care, Inc .的数据:connect web应用程序和客户关系管理数据库。方法:纳入标准为:既往接受过MDI治疗,在研究结束前至少1年开始使用Control-IQ,在AID开始前6个月内有最新记录的基线HbA1c测量,并且在开始后12个月内连续使用至少70%的葡萄糖监测。主要结局是符合HEDIS质量指标(HbA1c或GMI为9.0%[控制不良])和美国糖尿病协会(ADA)血糖目标的个体数量和比例的变化(结果:分析包括12,522例T1D患者)。在艾滋病启动后,达到HEDIS质量标准的人数和比例在12个月时从6205人(49.6%)增加到11632人(92.9%)(∆= 87.5%)。在GMI低于7%的人群中也观察到类似的改善。在所有付款人组中,基线HbA 1c水平大于9%的患者人数从3431人减少到15人(∆= -99.6%)。结论:在所有付款人类型中,与使用MDI的个体相比,使用Control-IQ的个体能够达到HEDIS和ADA血糖状态目标的比例更大。
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引用次数: 0
Repricing fairly: balancing MFN and domestic reforms. 公平重新定价:平衡最惠国待遇和国内改革。
IF 2.1 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-12-01 DOI: 10.37765/ajmc.2025.89833
Franklyn Rocha Cabrero

US prescription drug costs remain the highest globally, prompting proposals such as the most favored nation (MFN) pricing model, which benchmarks US drug prices to those of peer nations. In contrast, domestic market-based reforms focus on internal negotiation, competition, and transparency. Although MFN promises rapid cost reductions, it risks innovation disincentives and access delays. This commentary argues for a hybrid policy approach that combines the efficiency of MFN with domestic reforms, guided by equity-focused valuation frameworks such as Generalized Risk-Adjusted Cost-Effectiveness and severity-adjusted willingness-to-pay. A balanced model can achieve affordability without undermining innovation or equity.

美国的处方药成本仍然是全球最高的,这促使人们提出了最惠国定价模式等建议,该模式将美国的药品价格与其他国家的药品价格相比较。相比之下,国内市场化改革侧重于内部谈判、竞争和透明度。尽管最惠国待遇有望迅速降低成本,但它有阻碍创新和延迟获取的风险。本评论主张采取一种混合政策方法,将最惠国的效率与国内改革结合起来,以以股权为重点的估值框架为指导,如广义风险调整成本效益和严重性调整支付意愿。平衡的模式可以在不损害创新或公平的情况下实现可负担性。
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引用次数: 0
RAISE: elevating person-centered data for healthy communities. RAISE:为健康社区提升以人为本的数据。
IF 2.1 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-12-01 DOI: 10.37765/ajmc.2025.89860
Carla Rodriguez-Watson, Alecia Clary, Hsiao-Ching Huang, Jamiyla Bolton-Cubillan, Joy C Eckert, Lea Ann Browning-McNee

The availability of person-centered data is critical to more robustly characterize populations, which facilitates solutions to address unmet medical needs. The goal of RAISE (Real-World Accelerator to Improve the Standard of Collection and Curation of Race and Ethnicity Data in Healthcare) is to curate existing efforts to improve data collection, share the data with leaders in health care, and provide an enduring resource to support organizations in transforming their data systems to support healthy communities. We developed 11 virtual workshops to share solutions and address common barriers in reporting, collecting, curating, and sharing demographic data with experts from health care delivery systems, payers, data technology companies, government agencies, research settings, and local communities. We summarized workshop proceedings into thematic areas and, through community polling, developed a multidimensional action framework to translate our learnings into actionable steps to address the most pressing gaps in the collection of person-centered data, using race and ethnicity data as an initial use case. Community partnership is central to cocreate data systems that curate information necessary to produce reliable data that support health care and healthy communities. Doing so requires respect, intentionality, standards, education, and collaboration with partners across the health care ecosystem, including the communities themselves.

以人为中心的数据的可用性对于更有力地描述人口特征至关重要,这有助于解决未满足的医疗需求。RAISE(提高医疗保健中种族和民族数据收集和管理标准的现实世界加速器)的目标是管理现有的努力,以改进数据收集,与医疗保健领域的领导者共享数据,并提供持久的资源,以支持组织转变其数据系统以支持健康的社区。我们开发了11个虚拟研讨会,与来自卫生保健提供系统、支付方、数据技术公司、政府机构、研究机构和当地社区的专家分享解决方案,解决报告、收集、管理和共享人口数据方面的常见障碍。我们将研讨会会议总结为专题领域,并通过社区民意调查,制定了一个多维行动框架,将我们的学习成果转化为可操作的步骤,以解决以人为本的数据收集中最紧迫的差距,并将种族和民族数据作为初始用例。社区伙伴关系对于共同创建数据系统至关重要,这些系统可整理必要的信息,以产生支持卫生保健和健康社区的可靠数据。这样做需要尊重、意愿、标准、教育以及与整个卫生保健生态系统的合作伙伴(包括社区本身)的合作。
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引用次数: 0
GLP-1 receptor agonists: trend, necessity, or blessing? GLP-1受体激动剂:趋势、必要性还是祝福?
IF 2.1 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-12-01 DOI: 10.37765/ajmc.2025.89854
Navaira Shoaib, Naveen Azhar, Maria Shoaib

The recent endorsement of glucagon-like peptide-1 (GLP-1) receptor agonists, such as semaglutide (Wegovy), by the American College of Cardiology as first-line therapy for weight management marks a paradigm shift in cardiometabolic care. Semaglutide offers significant benefits, including improved glycemic control and substantial weight loss, with emerging data demonstrating its impact even in individuals without diabetes. However, GLP-1 receptor agonists' growing popularity raises important concerns regarding long-term safety, access equity, and health care priorities. Although common adverse effects are gastrointestinal, less frequent but serious risks such as gallbladder disease, pancreatitis, and anesthesia-related complications deserve attention. Obesity, a global epidemic, has traditionally been managed through lifestyle interventions. The increasing reliance on pharmacologic options must not overshadow the foundational role of diet, physical activity, and education. Although GLP-1 receptor agonists represent a powerful advancement in obesity and cardiovascular risk management, its widespread adoption demands a balanced, evidence-based approach that integrates it into a broader, patient-centered strategy. There is a pressing need for comprehensive care models that address both the physiological and behavioral aspects of obesity. As health care systems navigate this therapeutic shift, they must ensure ethical use, cost-effectiveness, and long-term safety. GLP-1 receptor agonists may indeed be a blessing, but only if applied judiciously within the context of holistic obesity management.

最近,美国心脏病学会认可胰高血糖素样肽-1 (GLP-1)受体激动剂,如semaglutide (Wegovy),作为体重管理的一线治疗方法,标志着心脏代谢治疗的范式转变。Semaglutide具有显著的益处,包括改善血糖控制和显著的体重减轻,新出现的数据表明它甚至对非糖尿病患者也有影响。然而,GLP-1受体激动剂的日益普及引起了对长期安全性、获得公平性和医疗保健优先级的重要关注。虽然常见的不良反应是胃肠道,但不常见但严重的风险,如胆囊疾病,胰腺炎和麻醉相关并发症值得注意。肥胖是一种全球性流行病,传统上通过生活方式干预加以控制。对药物选择的日益依赖绝不能掩盖饮食、体育活动和教育的基础作用。尽管GLP-1受体激动剂在肥胖和心血管风险管理方面取得了巨大的进步,但它的广泛应用需要一个平衡的、基于证据的方法,将其整合到一个更广泛的、以患者为中心的策略中。有一个迫切需要综合护理模式,解决肥胖的生理和行为方面。随着卫生保健系统引导这种治疗转变,他们必须确保合乎道德的使用、成本效益和长期安全性。GLP-1受体激动剂可能确实是一件好事,但只有在全面肥胖管理的背景下明智地应用。
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引用次数: 0
Mental health care use after leaving Medicare Advantage for traditional Medicare. 从联邦医疗保险优势转为传统医疗保险后的心理健康护理使用情况。
IF 2.1 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-12-01 DOI: 10.37765/ajmc.2025.89835
Angela Liu, Blake Ayers, Mark K Meiselbach

Objectives: To evaluate changes in mental health visits and specialties among beneficiaries with at least 1 mental health visit before and after switching from Medicare Advantage (MA) to traditional Medicare (TM).

Study design: This study examines Medicare beneficiaries with mental health diagnoses who switched from MA to TM in 2018, analyzing their mental health utilization 12 months before and after the switch using MA encounter and TM claims data.

Methods: A longitudinal design was used, comparing mental health visits before and after the switch. We applied Wilcoxon signed rank tests to compare the total number of visits and McNemar tests for specific provider specialties used. Statistical significance was defined as a P value less than .05.

Results: Of the 32,710 beneficiaries who switched from MA to TM in 2018, 1184 beneficiaries (11,015 claims) were included in our sample because they had at least 1 health care visit attributed to a mental health condition both before and after switching. We found a statistically significant increase in the number of mental health visits after switching (P = .014). For the top 5 most prevalent specialties used for mental health care, we found no change in the use of psychiatrists (P = .607) or family medicine specialists (P = .696). However, we found increased use of nurse practitioners (P < .001) alongside decreased use of internal medicine (P = .003) and emergency medicine specialists (P = .001) for mental health care after switching.

Conclusions: Among beneficiaries with continued mental health care utilization, switching from MA to TM was associated with increased mental health visits and a shift in provider composition, which suggests potential care gaps or unmet needs in MA.

目的:评价从医疗保险优势(MA)转向传统医疗保险(TM)之前和之后,至少有一次心理健康就诊的受益人的心理健康就诊和专业的变化。研究设计:本研究调查了2018年从MA转向TM的心理健康诊断的医疗保险受益人,使用MA遭遇和TM索赔数据分析了他们在转换前后12个月的心理健康利用情况。方法:采用纵向设计,比较转换前后的心理健康就诊情况。我们应用Wilcoxon签名秩检验来比较所使用的特定提供者专业的总访问量和McNemar检验。统计学显著性定义为P值小于0.05。结果:在2018年从MA转向TM的32,710名受益人中,有1184名受益人(11015名索赔)被纳入我们的样本,因为他们在转换之前和之后至少有一次归因于心理健康状况的医疗保健访问。我们发现转换后心理健康访问的数量在统计学上显著增加(P = 0.014)。对于前5名最流行的精神卫生保健专业,我们发现精神科医生(P = .607)或家庭医学专家(P = .696)的使用没有变化。然而,我们发现执业护士的使用增加了(P结论:在持续使用精神卫生保健的受益人中,从MA转向TM与精神卫生就诊增加和提供者组成的转变有关,这表明MA中存在潜在的护理缺口或未满足的需求。
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引用次数: 0
Performance of 2-stage health-related social needs screening using area-level measures. 使用地区水平测量的两阶段健康相关社会需求筛查的表现
IF 2.1 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-12-01 DOI: 10.37765/ajmc.2025.89843
Joshua R Vest, Christopher A Harle, Justin Blackburn

Objectives: Screening for health-related social needs (HRSNs) has increased in importance, but screening large patient populations comes with a cost and potential burden for care delivery organizations. This study evaluated the performance of 2-stage HRSN screening that used residence in a high-poverty area to determine which patients were administered screening questions.

Study design: Screening evaluation.

Methods: Adult primary care patients in Indiana and Florida completed HRSN screening questions included in an electronic health record (EHR) system and a set of additional questionnaires that served as the gold standard for assessing HRSN presence. Responses were linked to patients' residential zip code (n = 1351). The first stage of screening applied residence in a high-poverty zip code, and the second stage was the EHR-based HRSN screening questions. Using the response to the gold-standard questions, we calculated sensitivity, specificity, positive and negative predictive values, and area under the curve (AUC) for each HRSN.

Results: The highest AUC value was for food insecurity (80%), which was largely driven by the strong performance of the EHR-based HRSN screening questions. The remaining HRSNs had lower AUC values, which were driven by the overall low sensitivities of the screening questions and the overall low performance of the first-stage area-level screen. Positive predictive values were high.

Conclusions: Two-stage HRSN screening based on geography is suboptimal. Although a 2-stage approach based on area-level socioeconomic measures can reduce the number of patients requiring individual-level HRSN screening, large percentages of patients in need would go unidentified.

目的:筛查与健康相关的社会需求(HRSNs)的重要性日益增加,但筛查大量患者群体带来了成本和护理服务组织的潜在负担。本研究评估了两阶段HRSN筛查的表现,该筛查使用高贫困地区的居住地来确定哪些患者接受了筛查问题。研究设计:筛选评价。方法:印第安纳州和佛罗里达州的成年初级保健患者完成HRSN筛查问题,这些问题包括电子健康记录(EHR)系统和一组附加问卷,这些问卷作为评估HRSN存在的金标准。应答与患者居住的邮政编码相关(n = 1351)。第一阶段采用高贫困邮政编码居住地,第二阶段采用基于ehr的HRSN筛查题。根据对金标准问题的回答,我们计算了每个HRSN的敏感性、特异性、阳性和阴性预测值以及曲线下面积(AUC)。结果:AUC值最高的是食品不安全(80%),这在很大程度上是由基于ehr的HRSN筛查问题的强劲表现驱动的。其余HRSNs的AUC值较低,这是由筛查问题的总体低敏感性和第一阶段区域级筛查的总体低性能驱动的。阳性预测值较高。结论:基于地理位置的两阶段HRSN筛查是次优的。尽管基于区域层面社会经济措施的两阶段方法可以减少需要个体层面HRSN筛查的患者数量,但仍有很大比例的有需要的患者未得到确认。
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引用次数: 0
Linking data to determine risk for 30-day readmissions in dementia. 连接数据以确定痴呆症患者30天再入院的风险。
IF 2.1 4区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2025-12-01 DOI: 10.37765/ajmc.2025.89842
Pamela S Roberts, Chih-Ying Li, Debra S Ouellette, Nabeel Qureshi, Erica Spivack, Mary Nasmyth, Nancy L Sicotte, Zaldy S Tan

Objective: The demand and the landscape of options for dementia care are growing. Standardization of care for persons with Alzheimer disease and related dementias (ADRD) lacks infrastructure across episodes of care. Use of electronic health records (EHRs) in practice settings yields valuable information that can enhance continuity of patient care. The objective of this study was to use EHR-derived variables to identify risk factors for 30-day readmissions in the ADRD population across episodes of care.

Study design: Cross-sectional, retrospective study of older adults (aged ≥ 65 years) with ADRD discharged from a large urban academic medical center between October 1, 2018, and March 31, 2022.

Methods: Data extracted across episodes of care from the EHR included demographic characteristics, medical variables, and encounter variables.

Results: A total of 14,101 patients diagnosed with ADRD were included in the study. Factors associated with patients being more likely to experience 30-day hospital readmissions included advanced age, male sex, being a non-English speaker, having more severe comorbidities, staying in the hospital for more than 5 days, having had more than 1 surgical procedure in the prior 6 months, having had 3 or more inpatient admissions in the 6 months prior to index admission, having had more than 3 physician consultations in the prior 6 months, and having been discharged to settings other than home (all P < .05).

Conclusions: By utilizing the EHR to connect medical and encounter data across episodes of care, health care providers and administrators can gain valuable insight into identifying factors contributing to readmissions, which could be used to improve continuity of care for patients and caregivers, ultimately leading to better outcomes and reduced health care costs.

目的:痴呆症护理的需求和选择的景观正在增长。阿尔茨海默病和相关痴呆(ADRD)患者的标准化护理缺乏跨护理期的基础设施。在实践设置中使用电子健康记录(EHRs)产生有价值的信息,可以提高患者护理的连续性。本研究的目的是使用ehr衍生的变量来确定ADRD人群在治疗期间30天再入院的危险因素。研究设计:对2018年10月1日至2022年3月31日期间从大型城市学术医疗中心出院的ADRD老年人(年龄≥65岁)进行横断面回顾性研究。方法:从电子病历中提取的数据包括人口统计学特征、医学变量和就诊变量。结果:共纳入14101例诊断为ADRD的患者。与患者更有可能再次住院30天相关的因素包括高龄、男性、非英语人士、有更严重的合并症、住院时间超过5天、在过去6个月内接受过1次以上的外科手术、在入院前6个月内有3次或3次以上的住院治疗、在过去6个月内有3次以上的医生咨询。结论:通过利用EHR将医疗和就诊数据连接起来,医疗保健提供者和管理人员可以获得有价值的见解,以确定导致再入院的因素,这可以用来提高患者和护理人员的护理连续性,最终带来更好的结果并降低医疗保健成本。
{"title":"Linking data to determine risk for 30-day readmissions in dementia.","authors":"Pamela S Roberts, Chih-Ying Li, Debra S Ouellette, Nabeel Qureshi, Erica Spivack, Mary Nasmyth, Nancy L Sicotte, Zaldy S Tan","doi":"10.37765/ajmc.2025.89842","DOIUrl":"https://doi.org/10.37765/ajmc.2025.89842","url":null,"abstract":"<p><strong>Objective: </strong>The demand and the landscape of options for dementia care are growing. Standardization of care for persons with Alzheimer disease and related dementias (ADRD) lacks infrastructure across episodes of care. Use of electronic health records (EHRs) in practice settings yields valuable information that can enhance continuity of patient care. The objective of this study was to use EHR-derived variables to identify risk factors for 30-day readmissions in the ADRD population across episodes of care.</p><p><strong>Study design: </strong>Cross-sectional, retrospective study of older adults (aged ≥ 65 years) with ADRD discharged from a large urban academic medical center between October 1, 2018, and March 31, 2022.</p><p><strong>Methods: </strong>Data extracted across episodes of care from the EHR included demographic characteristics, medical variables, and encounter variables.</p><p><strong>Results: </strong>A total of 14,101 patients diagnosed with ADRD were included in the study. Factors associated with patients being more likely to experience 30-day hospital readmissions included advanced age, male sex, being a non-English speaker, having more severe comorbidities, staying in the hospital for more than 5 days, having had more than 1 surgical procedure in the prior 6 months, having had 3 or more inpatient admissions in the 6 months prior to index admission, having had more than 3 physician consultations in the prior 6 months, and having been discharged to settings other than home (all P < .05).</p><p><strong>Conclusions: </strong>By utilizing the EHR to connect medical and encounter data across episodes of care, health care providers and administrators can gain valuable insight into identifying factors contributing to readmissions, which could be used to improve continuity of care for patients and caregivers, ultimately leading to better outcomes and reduced health care costs.</p>","PeriodicalId":50808,"journal":{"name":"American Journal of Managed Care","volume":"31 12","pages":"e371-e377"},"PeriodicalIF":2.1,"publicationDate":"2025-12-01","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145946466","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":4,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
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American Journal of Managed Care
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