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National Overview of Nonprofit Hospitals' Community Benefit Programs to Address Housing. 非营利性医院解决住房问题的社区福利计划全国概览》(National Overview of Nonprofit Hospitals' Community Benefit Programs to Address Housing.
IF 3 2区 医学 Q1 Medicine Pub Date : 2024-06-01 Epub Date: 2024-05-10 DOI: 10.1097/MLR.0000000000001984
Annalise Celano, Pauline Keselman, Timothy Barley, Ryan Schnautz, Benjamin Piller, Dylan Nunn, Maliek Scott, Cory Cronin, Berkeley Franz

Background: Housing is a critical social determinant of health that can be addressed through hospital-supported community benefit programming.

Objectives: To explore the prevalence of hospital-based programs that address housing-related needs, categorize the specific actions taken to address housing, and determine organizational and community-level factors associated with investing in housing.

Research design: This retrospective, cross-sectional study examined a nationally representative dataset of administrative documents from nonprofit hospitals that addressed social determinants of health in their federally mandated community benefit implementation plans. We conducted descriptive statistics and bivariate analyses to examine hospital and community characteristics associated with whether a hospital invested in housing programs. Using an inductive approach, we categorized housing investments into distinct categories.

Measures: The main outcome measure was a dichotomous variable representing whether a hospital invested in one or more housing programs in their community.

Results: Twenty percent of hospitals invested in one or more housing programs. Hospitals that addressed housing in their implementation strategies were larger on average, less likely to be in rural communities, and more likely to be serving populations with greater housing needs. Housing programs fell into 1 of 7 categories: community partner collaboration (34%), social determinants of health screening (9%), medical respite centers (4%), community social determinants of health liaison (11%), addressing specific needs of homeless populations (16%), financial assistance (21%), and targeting high-risk populations (5%).

Conclusions: Currently, a small subset of hospitals nationally are addressing housing. Hospitals may need additional policy support, external partnerships, and technical assistance to address housing in their communities.

背景:住房是影响健康的一个重要社会决定因素,可以通过医院支持的社区福利计划来解决:目的:探讨以医院为基础的解决住房相关需求的项目的普遍性,对解决住房问题的具体行动进行分类,并确定与住房投资相关的组织和社区层面的因素:这项回顾性横断面研究对非营利性医院的行政文件数据集进行了研究,这些医院在联邦政府授权的社区福利实施计划中涉及了健康的社会决定因素,具有全国代表性。我们进行了描述性统计和双变量分析,以研究与医院是否投资住房项目相关的医院和社区特征。通过归纳法,我们将住房投资分为不同的类别:主要结果衡量指标是一个二分变量,代表医院是否在其社区投资了一个或多个住房项目:20%的医院投资了一项或多项住房计划。在其实施战略中涉及住房问题的医院平均规模较大,位于农村社区的可能性较小,为住房需求较大的人群提供服务的可能性较大。住房计划分为 7 个类别中的 1 个:社区合作伙伴合作(34%)、健康社会决定因素筛查(9%)、医疗暂存中心(4%)、健康社会决定因素社区联络(11%)、满足无家可归者的特定需求(16%)、财政援助(21%)以及针对高风险人群(5%):目前,全国只有一小部分医院在解决住房问题。医院可能需要更多的政策支持、外部合作和技术援助来解决其社区的住房问题。
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引用次数: 0
Delivering the Right Care, at the Right Time, in the Right Place, From the Right Pocket: How the Wrong Pocket Problem Stymies Medical Respite Care for the Homeless and What Can Be Done About It. 在正确的时间、正确的地点、从正确的口袋提供正确的护理:错误的口袋问题如何阻碍为无家可归者提供医疗临时护理,以及如何解决这一问题。
IF 3 2区 医学 Q1 Medicine Pub Date : 2024-06-01 Epub Date: 2024-04-18 DOI: 10.1097/MLR.0000000000001998
Matthew T Walton, Jacob Mackie, Darby Todd, Benjamin Duncan
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引用次数: 0
Delayed and Forgone Health Care Among Adults With Limited English Proficiency During the Early COVID-19 Pandemic. 在 COVID-19 大流行早期,英语水平有限的成年人中出现的医疗保健延误和遗漏。
IF 3 2区 医学 Q1 Medicine Pub Date : 2024-06-01 Epub Date: 2023-12-06 DOI: 10.1097/MLR.0000000000001963
Eva Chang, Teaniese L Davis, Nancy D Berkman

Background: Individuals with limited English proficiency (LEP) have long faced barriers in navigating the health care system. More information is needed to understand whether their care was limited further during the early period of the COVID-19 pandemic.

Objective: To assess the impact of English proficiency on delayed and forgone health care during the early COVID-19 pandemic.

Research design: Multivariate logistic regression analysis of National Health Interview Survey data (July-December 2020; n=16,941). Outcomes were self-reported delayed and forgone health care because of cost or the COVID-19 pandemic. Delayed health care included medical, dental, mental health, and pharmacy care. Forgone health care also included care at home from a health professional.

Results: A greater percentage of LEP adults reported delayed (49%) and forgone (41%) health care than English-proficient adults (40% and 30%, respectively). However, English proficiency was not significantly associated with delayed or forgone health care, after adjusting for demographic, socioeconomic, and health factors. Among LEP adults, multivariate models showed that being uninsured, having a disability, and having chronic conditions increased the risk of delaying and forgoing health care. LEP adults of Asian race and Hispanic ethnicity were also more likely to forgo health care while those with 65+ years were less likely to forgo health care.

Conclusions: Adults with LEP were more likely to experience challenges accessing health care early in the pandemic. Delayed and forgone health care were explained by low socioeconomic status and poor health. These findings highlight how during a period of limited health resources, deficiencies in the health care system resulted in an already disadvantaged group being at greater risk of inequitable access to care.

背景:长期以来,英语水平有限(LEP)的人在使用医疗系统时一直面临障碍。我们需要更多的信息来了解在 COVID-19 大流行的早期,他们的医疗服务是否受到了进一步的限制:评估在 COVID-19 大流行早期,英语熟练程度对延迟和放弃医疗保健的影响:对全国健康访谈调查数据(2020 年 7 月至 12 月;n=16941)进行多变量逻辑回归分析。结果为自我报告的因费用或 COVID-19 大流行而延迟和放弃的医疗保健。延迟的医疗保健包括医疗、牙科、心理健康和药房保健。放弃的医疗服务还包括在家中接受医疗专业人员的护理:与英语熟练的成年人(分别为 40% 和 30%)相比,报告延迟(49%)和放弃(41%)医疗保健的 LEP 成年人比例更高。然而,在对人口、社会经济和健康因素进行调整后,英语水平与延迟或放弃医疗保健并无明显关联。在 LEP 成年人中,多变量模型显示,无保险、残疾和慢性病会增加延迟和放弃医疗保健的风险。亚裔和西班牙裔的 LEP 成人放弃医疗保健的可能性也更大,而 65 岁以上的人放弃医疗保健的可能性较小:结论:在大流行初期,有语言障碍的成年人更有可能在获得医疗服务方面遇到困难。社会经济地位低和健康状况差是延误和放弃医疗保健的原因。这些发现凸显了在医疗资源有限的时期,医疗系统的缺陷如何导致本已处于不利地位的群体面临更大的不公平就医风险。
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引用次数: 0
Health Care Access and COVID-19 Vaccination in the United States: A Cross-Sectional Analysis. 美国的医疗保健服务与 COVID-19 疫苗接种:横断面分析。
IF 3 2区 医学 Q1 Medicine Pub Date : 2024-06-01 Epub Date: 2024-04-26 DOI: 10.1097/MLR.0000000000002005
Charles De Guzman, Chloe A Thomas, Lynn Wiwanto, Dier Hu, Jose Henriquez-Rivera, Lily Gage, Jaclyn C Perreault, Emily Harris, Charlotte Rastas, Danny McCormick, Adam Gaffney

Background: Although federal legislation made COVID-19 vaccines free, inequities in access to medical care may affect vaccine uptake.

Objective: To assess whether health care access was associated with uptake and timeliness of COVID-19 vaccination in the United States.

Design: A cross-sectional study.

Setting: 2021 National Health Interview Survey (Q2-Q4).

Subjects: In all, 21,532 adults aged≥18 were included in the study.

Measures: Exposures included 4 metrics of health care access: health insurance, having an established place for medical care, having a physician visit within the past year, and medical care affordability. Outcomes included receipt of 1 or more COVID-19 vaccines and receipt of a first vaccine within 6 months of vaccine availability. We examined the association between each health care access metric and outcome using logistic regression, unadjusted and adjusted for demographic, geographic, and socioeconomic covariates.

Results: In unadjusted analyses, each metric of health care access was associated with the uptake of COVID-19 vaccination and (among those vaccinated) early vaccination. In adjusted analyses, having health coverage (adjusted odds ratio [AOR] 1.60; 95% CI: 1.39, 1.84), a usual place of care (AOR 1.58; 95% CI: 1.42, 1.75), and a doctor visit within the past year (AOR 1.45, 95% CI: 1.31, 1.62) remained associated with higher rates of COVID-19 vaccination. Only having a usual place of care was associated with early vaccine uptake in adjusted analyses.

Limitations: Receipt of COVID-19 vaccination was self-reported.

Conclusions: Several metrics of health care access are associated with the uptake of COVID-19 vaccines. Policies that achieve universal coverage, and facilitate long-term relationships with trusted providers, may be an important component of pandemic responses.

背景:尽管联邦立法规定COVID-19疫苗免费接种,但医疗服务的不平等可能会影响疫苗的接种率:目的:评估在美国,医疗服务的可及性是否与 COVID-19 疫苗的接种率和及时性有关:设计:横断面研究.地点:2021年全国健康访谈调查(Q2-Q4).受试者:21,532名成年人:研究共纳入 21,532 名年龄≥18 岁的成年人:暴露因素包括 4 项医疗保健获取指标:医疗保险、拥有固定的医疗保健场所、过去一年内就诊过医生以及医疗保健的可负担性。结果包括接种 1 种或多种 COVID-19 疫苗,以及在疫苗上市后 6 个月内接种第一针疫苗。我们使用逻辑回归法研究了每种医疗服务可及性指标与结果之间的关系,包括未调整的结果和根据人口、地理和社会经济协变量进行调整的结果:在未经调整的分析中,医疗服务可及性的每个指标都与 COVID-19 疫苗的接种率和(在接种者中)早期接种率相关。在调整后的分析中,拥有医疗保险(调整后的几率比 [AOR] 1.60;95% CI:1.39, 1.84)、常去的医疗机构(AOR 1.58;95% CI:1.42, 1.75)和过去一年内就诊(AOR 1.45,95% CI:1.31, 1.62)仍与较高的 COVID-19 疫苗接种率有关。在调整后的分析中,只有通常就医地点与早期疫苗接种率相关:接受 COVID-19 疫苗接种的情况为自我报告:结论:医疗保健服务的多项指标与 COVID-19 疫苗的接种率有关。实现全民覆盖并促进与可信赖的医疗服务提供者建立长期关系的政策可能是大流行病应对措施的重要组成部分。
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引用次数: 0
Do Common Risk Adjustment Methods Do Their Job Well if Center Effects are Correlated With the Center-Specific Mean Values of Patient Characteristics? 如果中心效应与特定中心的患者特征均值相关,常见的风险调整方法是否能很好地完成任务?
IF 3 2区 医学 Q1 Medicine Pub Date : 2024-05-29 DOI: 10.1097/MLR.0000000000002008
Werner Vach, Sonja Wehberg, George Luta

Background: Direct and indirect standardization are well-established approaches to performing risk adjustment when comparing outcomes between healthcare providers. However, it is an open question whether they work well when there is an association between the center effects and the distributions of the patient characteristics in these centers.

Objectives and methods: We try to shed further light on the impact of such an association. We construct an artificial case study with a single covariate, in which centers can be classified as performing above, on, or below average, and the center effects correlate with center-specific mean values of a patient characteristic, as a consequence of differential quality improvement. Based on this case study, direct standardization and indirect standardization-based on marginal as well as conditional models-are compared with respect to systematic differences between their results.

Results: Systematic differences between the methods were observed. All methods produced results that partially reflect differences in mean age across the centers. This may mask the classification as above, on, or below average. The differences could be explained by an inspection of the parameter estimates in the models fitted.

Conclusions: In case of correlations of center effects with center-specific mean values of a covariate, different risk adjustment methods can produce systematically differing results. This suggests the routine use of sensitivity analyses. Center effects in a conditional model need not reflect the position of a center above or below average, questioning its use in defining the truth. Further empirical investigations are necessary to judge the practical relevance of these findings.

背景:直接标准化和间接标准化是在比较不同医疗机构的治疗结果时进行风险调整的行之有效的方法。然而,当中心效应与这些中心的患者特征分布之间存在关联时,这两种方法是否能很好地发挥作用还是一个未决问题:我们试图进一步揭示这种关联的影响。我们构建了一个具有单一协变量的人工案例研究,在该案例研究中,中心的表现可分为高于、接近或低于平均水平,中心效应与特定中心的患者特征平均值相关,这是质量改善差异的结果。在此案例研究的基础上,比较了直接标准化和基于边际及条件模型的间接标准化在结果上的系统性差异:结果:观察到两种方法之间存在系统性差异。所有方法得出的结果都部分反映了各中心平均年龄的差异。这可能会掩盖高于、在平均水平上或低于平均水平的分类。这些差异可以通过检查所拟合模型的参数估计值来解释:结论:在中心效应与协变因素的中心特异性平均值相关的情况下,不同的风险调整方法会产生系统性的不同结果。这建议常规使用敏感性分析。条件模型中的中心效应不一定反映中心高于或低于平均值的位置,这就对其在定义真相时的用途提出了质疑。要判断这些发现的实际意义,还需要进一步的实证调查。
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引用次数: 0
Development and Evaluation of Messages for Reducing Overscreening of Breast Cancer in Older Women. 开发和评估减少老年妇女乳腺癌过度筛查的信息。
IF 3 2区 医学 Q1 Medicine Pub Date : 2024-05-01 Epub Date: 2024-03-12 DOI: 10.1097/MLR.0000000000001993
Nancy L Schoenborn, Sarah E Gollust, Mara A Schonberg, Craig E Pollack, Cynthia M Boyd, Qian-Li Xue, Rebekah H Nagler

Background: Many older women are screened for breast cancer beyond guideline-recommended thresholds. One contributor is pro-screening messaging from health care professionals, media, and family/friends. In this project, we developed and evaluated messages for reducing overscreening in older women.

Methods: We surveyed women ages 65+ who were members of a nationally representative online panel. We constructed 8 messages describing reasons to consider stopping mammograms, including guideline recommendations, false positives, overdiagnosis, and diminishing benefits from screening due to competing risks. Messages varied in their format; some presented statistical evidence, and some described short anecdotes. Each participant was randomized to read 4 of 8 messages. We also randomized participants to one of 3 message sources (clinician, family member, and news story). We assessed whether the message would make participants "want to find out more information" and "think carefully" about mammograms.

Results: Participants (N=790) had a mean age of 73.5 years; 25.8% were non-White. Across all messages, 73.0% of the time, participants agreed that the messages would make them seek more information (range among different messages=64.2%-78.2%); 46.5% of the time participants agreed that the messages would make them think carefully about getting mammograms (range =36.7%-50.7%). Top-rated messages mentioned false-positive anecdotes and overdiagnosis evidence. Ratings were similar for messages from clinicians and news sources, but lower from the family member source.

Conclusions: Overall, participants positively evaluated messages designed to reduce breast cancer overscreening regarding perceived effects on information seeking and deliberation. Combining the top-rated messages into messaging interventions may be a novel approach to reduce overscreening.

背景:许多老年妇女接受的乳腺癌筛查超出了指南建议的临界值。其中一个原因是来自医护人员、媒体和家人/朋友的支持筛查的信息。在这个项目中,我们开发并评估了减少老年妇女过度筛查的信息:我们对具有全国代表性的在线小组中 65 岁以上的女性成员进行了调查。我们制作了 8 条信息,描述了考虑停止乳房 X 光检查的原因,包括指南建议、假阳性、过度诊断以及筛查带来的益处因竞争风险而减少。信息的格式各不相同;有些提供了统计证据,有些则描述了简短的趣闻轶事。每位参与者被随机分配阅读 8 条信息中的 4 条。我们还将参与者随机分配到 3 个信息来源(临床医生、家庭成员和新闻报道)中的一个。我们评估了这些信息是否会让参与者 "想要了解更多信息 "和 "仔细考虑 "乳房 X 光检查:参与者(790 人)的平均年龄为 73.5 岁;25.8% 为非白人。在所有信息中,73.0% 的受试者同意这些信息会让他们了解更多信息(不同信息之间的范围=64.2%-78.2%);46.5% 的受试者同意这些信息会让他们在接受乳房 X 光检查时慎重考虑(范围=36.7%-50.7%)。评分最高的信息提到了假阳性轶事和过度诊断证据。对来自临床医生和新闻来源的信息的评分相似,但对来自家庭成员的信息的评分较低:总体而言,参与者积极评价了旨在减少乳腺癌过度筛查的信息,认为这些信息对信息寻求和审议产生了影响。将评价最高的信息整合到信息干预中可能是减少过度筛查的一种新方法。
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引用次数: 0
Occupational Injuries in the US Nursing Homes. 美国养老院中的职业伤害。
IF 3 2区 医学 Q1 Medicine Pub Date : 2024-05-01 Epub Date: 2024-03-28 DOI: 10.1097/MLR.0000000000001991
Hari Sharma, Lili Xu

Background: Workplace injuries adversely affect worker well-being and may worsen staffing shortages and turnover in nursing homes. A better understanding of the trends in injuries in nursing homes including organizational factors associated with injuries can help improve our efforts in addressing worker injuries.

Objective: To summarize the trends in injuries and organizational correlates of injuries in US nursing homes.

Research design: We combine national injury tracking data from the Occupational Safety and Health Administration (2016-2019) with nursing home characteristics from Nursing Home Compare. Our outcomes include the proportion of nursing homes reporting any injuries, the mean number of injuries, and the mean number of injuries or illnesses with days away from work, or job transfer or restriction, or both (DART). We descriptively summarize trends in injuries over time. We also estimate the association between nursing home characteristics and injuries using multivariable regressions.

Results: We find that approximately 93% of nursing homes reported at least 1 occupational injury in any given year. Injuries had a substantial impact on productivity with 4.1 DART injuries per 100 full-time employees in 2019. Higher bed size, occupancy, RN staffing, and chain ownership are associated with increased DART rates whereas higher overall nursing home star ratings and for-profit status are associated with decreased DART rates.

Conclusions: A high proportion of nursing homes report occupational injuries that can affect staff well-being, productivity, and quality of care. Injury prevention policies should target the types of injuries occurring in nursing homes and OSHA should monitor nursing homes reporting high and repeated injuries.

背景:工伤对工人的健康造成了不利影响,并可能加剧养老院的人员短缺和人员流动。更好地了解养老院的工伤趋势,包括与工伤相关的组织因素,有助于改进我们解决工人工伤问题的工作:研究设计:我们将职业安全与健康管理局(2016-2019 年)的全国工伤跟踪数据与 Nursing Home Compare 的养老院特征相结合。我们的结果包括报告任何伤害的疗养院比例、伤害的平均次数、受伤或患病后缺勤天数、工作调动或限制或两者(DART)的平均次数。我们描述性地总结了伤害事故随时间变化的趋势。我们还使用多变量回归法估算了养老院特征与伤害之间的关联:我们发现,大约 93% 的养老院在任何一年都至少报告过一次工伤事故。工伤对生产率有很大影响,2019 年每 100 名全职员工中就有 4.1 名 DART 受伤。较高的床位规模、入住率、RN人员配备和连锁所有权与DART率的增加有关,而较高的养老院总体星级和营利性地位与DART率的降低有关:高比例的疗养院都会报告工伤事故,这可能会影响员工的福利、工作效率和护理质量。工伤预防政策应针对养老院中发生的工伤类型,职业安全与健康管理局应对报告高工伤和重复工伤的养老院进行监控。
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引用次数: 0
Enhancing Patient Experience: The Associations of Nursing Factors With HCAHPS Ratings. 提升患者体验:护理因素与 HCAHPS 评分的关联。
IF 3 2区 医学 Q1 Medicine Pub Date : 2024-05-01 Epub Date: 2024-03-20 DOI: 10.1097/MLR.0000000000001996
Mona Al-Amin
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引用次数: 0
The Nudging Effect of a Reminder Letter to Reduce Duplicated Medications: A Randomized Controlled Trial. 提醒信对减少重复用药的激励作用:随机对照试验
IF 3 2区 医学 Q1 Medicine Pub Date : 2024-05-01 Epub Date: 2024-03-14 DOI: 10.1097/MLR.0000000000001989
Shou-Hsia Cheng, Kuo-Piao Chung, Ying-Chieh Wang, Hsin-Yun Tsai

Background: The increasing trend of multiple chronic conditions across the world has worsened the problem of medication duplication in health care systems without gatekeeping or referral requirement. Thus, to overcome this problem, a reminder letter has been developed in Taiwan to nudge patients to engage in medication management.

Objective: To evaluate the effect of reminder letter on reducing duplicated medications.

Research design: A 2-arm randomized controlled trial design.

Subjects: Patients with duplicated medications in the first quarter of 2019.

Measures: The Taiwanese single-payer National Health Insurance Administration identified the eligible patients for this study. A postal reminder letter regarding medication duplication was mailed to the patients in the study group, and no information was provided to the comparison group. Generalized estimation equation models with a difference-in-differences analysis were used to estimate the effects of the reminder letters.

Results: Each group included 11,000 patients. Those who had received the reminder letter were less likely to receive duplicated medications in the subsequent 2 quarters (postintervention 1: odds ratio [OR]=0.95, 95% CI=0.87-1.03; postintervention_2: OR=0.99, 95% CI=0.90-1.08) and had fewer days of duplicated medications (postintervention 1: β=-0.115, P =0.015; postintervention 2 (β=-0.091, P =0.089) than those who had not received the reminder letter, showing marginal but significant differences.

Conclusions: A one-off reminder letter nudge could mildly decrease the occurrence of duplicated medications. Multiple nudges or nudges incorporating behavioral science insights may be further considered to improve medication safety in health systems without gatekeeping.

背景:随着全球多种慢性疾病的增加,在没有把关或转诊要求的医疗保健系统中,重复用药问题日益严重。因此,为了解决这一问题,台湾开发了一种提醒函,以促使患者参与用药管理:评估提醒函对减少重复用药的效果:研究设计:双臂随机对照试验设计:2019年第一季度重复用药患者:台湾单一付款制国民健康保险管理局确定了符合本研究条件的患者。向研究组患者邮寄了关于重复用药的提醒函,未向对比组患者提供任何信息。研究人员使用广义估计方程模型和差异分析法来估算提醒信的效果:每组包括 11,000 名患者。收到提醒信的患者在随后两个季度中重复用药的可能性较低(干预后 1:几率比 [OR]=0.95,95% CI=0.87-1.03;干预后 2:OR=0.99,95% CI=0.90-1.08),重复用药的天数也较少。08),重复用药的天数(干预后 1:β=-0.115,P=0.015;干预后 2(β=-0.091,P=0.089)也比未收到提醒信的人少,显示出微小但显著的差异:结论:一次性的提醒信提示可轻微减少重复用药的发生。在没有把关的医疗系统中,可以进一步考虑采用多重提示或结合行为科学见解的提示来改善用药安全。
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引用次数: 0
Performance of a Claims-Based Frailty Proxy Using Varying Frailty Ascertainment Lookback Windows. 使用不同的虚弱确定性回溯窗口的基于索赔的虚弱代理的性能。
IF 3 2区 医学 Q1 Medicine Pub Date : 2024-05-01 Epub Date: 2024-03-12 DOI: 10.1097/MLR.0000000000001994
Emilie D Duchesneau, Til Stürmer, Dae Hyun Kim, Katherine Reeder-Hayes, Jessie K Edwards, Keturah R Faurot, Jennifer L Lund

Background: Frailty is an aging-related syndrome of reduced physiological reserve to maintain homeostasis. The Faurot frailty index has been validated as a Medicare claims-based proxy for predicting frailty using billing information from a user-specified ascertainment window.

Objectives: We assessed the validity of the Faurot frailty index as a predictor of the frailty phenotype and 1-year mortality using varying frailty ascertainment windows.

Research design: We identified older adults (66+ y) in Round 5 (2015) of the National Health and Aging Trends Study with Medicare claims linkage. Gold standard frailty was assessed using the frailty phenotype. We calculated the Faurot frailty index using 3, 6, 8, and 12 months of claims prior to the survey or all-available lookback. Model performance for each window in predicting the frailty phenotype was assessed by quantifying calibration and discrimination. Predictive performance for 1-year mortality was assessed by estimating risk differences across claims-based frailty strata.

Results: Among 4253 older adults, the 6 and 8-month windows had the best frailty phenotype calibration (calibration slopes: 0.88 and 0.87). All-available lookback had the best discrimination (C-statistic=0.780), but poor calibration. Mortality associations were strongest using a 3-month window and monotonically decreased with longer windows. Subgroup analyses revealed worse performance in Black and Hispanic individuals than counterparts.

Conclusions: The optimal ascertainment window for the Faurot frailty index may depend on the clinical context, and researchers should consider tradeoffs between discrimination, calibration, and mortality. Sensitivity analyses using different durations can enhance the robustness of inferences. Research is needed to improve prediction across racial and ethnic groups.

背景:虚弱是一种与衰老有关的综合征,是指维持体内平衡的生理储备能力下降。Faurot虚弱指数已被验证为一种基于医疗保险报销的预测虚弱的替代指标,它使用的是用户指定的确定窗口的账单信息:我们评估了 Faurot 虚弱指数在使用不同的虚弱确定窗口预测虚弱表型和 1 年死亡率时的有效性:我们在第五轮(2015 年)"全国健康与老龄化趋势研究"(National Health and Aging Trends Study)中通过医疗保险理赔链接对老年人(66 岁以上)进行了识别。使用虚弱表型评估金标准虚弱程度。我们使用调查前 3 个月、6 个月、8 个月和 12 个月的报销单或所有可用回溯计算 Faurot 虚弱指数。通过量化校准和区分度来评估每个窗口预测虚弱表型的模型性能。通过估算基于索赔的虚弱分层的风险差异来评估 1 年死亡率的预测性能:在 4253 名老年人中,6 个月和 8 个月窗口的虚弱表型校准效果最好(校准斜率分别为 0.88 和 0.87)。所有可用的回溯具有最好的区分度(C统计量=0.780),但校准效果较差。使用 3 个月窗口时,死亡率相关性最强,窗口越长,相关性单调下降。亚组分析显示,黑人和西班牙裔个体的表现比同类个体差:结论:Faurot虚弱指数的最佳确定窗口可能取决于临床环境,研究人员应考虑辨别、校准和死亡率之间的权衡。使用不同持续时间进行敏感性分析可提高推论的稳健性。需要开展研究以改进对不同种族和族裔群体的预测。
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引用次数: 0
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Medical Care
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