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Comparing imputation approaches for immigration status in ED visits: Implications for using electronic medical records 比较急诊室就诊中移民身份的估算方法:使用电子病历的意义。
IF 3.1 2区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-11-04 DOI: 10.1111/1475-6773.14397
Sarah Axeen PhD, Anna Gorman MPH, Todd Schneberk MD, MSHPM, Annie Ro PhD, MPH

Objective

This study aimed to compare imputation approaches to identify the likely undocumented patient population in electronic health record (EHRs). EHR are a promising source of information on undocumented immigrants' medical needs and care utilization, but there is no verified way to identify immigration status in the data. Different approaches to approximating immigration status in EHR introduce unique biases, which in turn has major implications on our understanding of undocumented immigrant patients.

Study setting and design

We used a dataset of all emergency department (ED) visits from 2016 to 2019 in the Los Angeles Department of Health Services (LADHS) merged across patient medical records, demographic data, and claims data. We included all ED visits from our patient groups of interest and limited to patients at or over the age of 18 years at the time of their ED visit and excluded empty encounter records (n = 1,106,086 ED encounters).

Data sources and analytic sample

We created three patient groups: (1) US-born, (2) foreign-born documented, and (3) undocumented using two different imputation approaches: a logical approach versus statistical assignment. We compared predicted probabilities for two outcomes: an ED visit related to a behavioral health (BH) disorder and inpatient admission/transfer to another facility.

Principal findings

Both approaches provide comparable estimates among the three patient groups for ED encounters for a BH disorder and inpatient admission/transfer to another facility. Undocumented immigrants are less likely to have a BH diagnosis in the ED and are less likely to be admitted or transferred compared to the US-born.

Conclusions

Researchers should consider expanding EHR with administrative data when studying the undocumented patient population and may prefer a logical approach to estimate immigration status. Researchers who rely on payer status alone (i.e., restricted Medicaid) as a proxy for undocumented immigrants in EHR should consider how this may bias their results. As Medicaid expands for undocumented immigrants, statistical assignment may become the preferred method.

研究目的本研究旨在比较在电子健康记录(EHR)中识别可能的无证病人群体的估算方法。电子健康记录是有关无证移民医疗需求和护理利用情况的一个很有前景的信息来源,但目前还没有经过验证的方法来识别数据中的移民身份。在电子病历中近似确定移民身份的不同方法会带来独特的偏差,这反过来又会对我们了解无证移民患者产生重大影响:我们使用了洛杉矶卫生服务部(LADHS)从 2016 年到 2019 年所有急诊科(ED)就诊数据集,这些数据集合并了患者病历、人口统计数据和索赔数据。我们纳入了我们感兴趣的患者群体的所有急诊就诊记录,仅限于急诊就诊时年龄在 18 岁或以上的患者,并排除了空的就诊记录(n = 1,106,086 个急诊就诊记录):我们使用两种不同的估算方法创建了三个患者组:(1) 在美国出生的患者;(2) 在外国出生的有证患者;(3) 无证患者。我们比较了两种结果的预测概率:与行为健康(BH)障碍相关的急诊就诊和住院病人入院/转院:这两种方法对三个患者群体因行为健康障碍而去急诊室就诊和住院/转院的概率进行了估算,结果具有可比性。与美国出生的人相比,无证移民在急诊室被诊断为 BH 的可能性较小,入院或转院的可能性也较小:研究人员在研究无证病人群体时,应考虑扩大电子病历与行政数据的范围,并可能倾向于采用合理的方法来估计移民身份。在电子病历中仅依靠付款人身份(即受限制的医疗补助)来代表无证移民的研究人员应考虑这可能会使他们的研究结果产生偏差。随着无证移民医疗补助的扩大,统计分配可能成为首选方法。
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引用次数: 0
The impact of a payer-provider joint venture on healthcare value. 支付方-提供方合资企业对医疗保健价值的影响。
IF 3.1 2区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-11-04 DOI: 10.1111/1475-6773.14400
Laura F Garabedian, J Frank Wharam, Joseph P Newhouse, Matthew Lakoma, Stephanie Argetsinger, Fang Zhang, Alison A Galbraith

Objective: To examine how a novel payer-provider joint venture (JV) between one payer and multiple competitive delivery systems in New Hampshire (NH), which included value-based payment, care management, and non-financial supports, impacted healthcare value and payer and provider group experiences.

Study setting and design: We conducted a mixed-methods study. We used a quasi-experimental longitudinal difference-in-differences design to examine the impact of the JV (which started in January 2016 and ended in December 2020) on healthcare utilization, quality, and spending, using members in Maine (ME) as a control group. We also analyzed patient uptake of the JV's care management program using routinely collected administrative data and assessed payer and provider group leaders' perspectives about the JV via semi-structured interviews.

Data sources and analytic sample: We used administrative and claims data from 2013 to 2019 in a commercially insured population under 65 years in NH and ME. We also used administrative data on care management eligibility and uptake and conducted semi-structured interviews with payer and provider group leaders affiliated with the JV.

Principal findings: The JV was associated with no sustained change in medical utilization, quality, and spending throughout the study period. In the first year of the JV, there was a $142 (95% confidence interval: $41, $243) increase in pharmaceutical spending per member and a 13% (4.4%, 25%) relative increase in days covered for diabetes medications. Only 15% of eligible members engaged in care management, which was a key component of the JV's multi-pronged approach. In a disconnect from the empirical findings, payer and provider group leaders believed that the JV reduced healthcare costs and improved quality.

Conclusions: Our findings provide evidence for future payer-provider JVs and demonstrate the importance of having a valid control group when evaluating JVs and value-based payment arrangements.

目的考察新罕布什尔州(NH)一家支付方与多家竞争性医疗服务提供系统之间的新型支付方-医疗服务提供方合资企业(JV)(包括基于价值的支付、护理管理和非财务支持)如何影响医疗保健价值以及支付方和医疗服务提供方的体验:我们进行了一项混合方法研究。我们采用了准实验性纵向差异设计,以缅因州(Maine)的成员为对照组,考察了联合医疗计划(2016 年 1 月开始,2020 年 12 月结束)对医疗利用率、质量和支出的影响。我们还利用日常收集的行政数据分析了患者对联合医疗机构护理管理项目的接受情况,并通过半结构化访谈评估了支付方和医疗机构集团领导对联合医疗机构的看法:我们使用了 2013 年至 2019 年新罕布什尔州和密歇根州 65 岁以下商业保险人口的管理和索赔数据。我们还使用了有关护理管理资格和使用情况的行政数据,并对与合资企业有关联的支付方和医疗服务提供者团体领导进行了半结构化访谈:主要研究结果:在整个研究期间,联合医疗机构在医疗利用率、医疗质量和医疗支出方面没有发生持续变化。在合资公司成立的第一年,每名成员的药品支出增加了 142 美元(95% 置信区间:41 美元,243 美元),糖尿病药物治疗天数相对增加了 13%(4.4%,25%)。只有 15%的合格会员参与了护理管理,而这正是合资企业多管齐下方法的关键组成部分。与实证研究结果不符的是,支付方和医疗服务提供者团体的领导者认为,合资企业降低了医疗成本,提高了医疗质量:我们的研究结果为未来的支付方-提供方联合机构提供了证据,并证明了在评估联合机构和以价值为基础的支付安排时设立有效对照组的重要性。
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引用次数: 0
Overlapping markets and quality competition among community health centers. 社区医疗中心之间的市场重叠和质量竞争。
IF 3.1 2区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-28 DOI: 10.1111/1475-6773.14396
Kun Li, Avi Dor

Objective: To examine the response of community health center (CHC) quality to quality levels at neighboring CHCs in the presence of non-price competition.

Data setting and design: A quasi-experimental study of US community health centers. Outcome variables were indices that measured overall quality of CHC care. Using patient flow data, we constructed CHC-specific Hirschman-Herfindahl index (HHI) and competitors' composite quality measure. The plausibly exogenous change in characteristics of "competitors' competitors" was exploited to identify the relationship between competition and quality of care, using a generalized two-stage least square model with instrumental variables.

Data sources and analytic sample: Using the Health Center Program Uniform Data System (2014-2018), linked with American Community Survey and Medical Expenditure Panel Survey, we analyzed 1098 unique federally funded CHCs in 50 states and District of Columbia which had at least one neighboring CHC and had non-missing data for 2015-2018 (4226 CHC-years).

Principal findings: Most of CHCs served populations in overlapping geographic markets, with median market concentration decreasing during the study period. A one-percent increase in competitors' quality was associated with a 0.71-percent increase in an index CHC's composite quality (p < 0.01), consisting of a 0.59-percent increase in chronic condition control rates (p < 0.01); a 0.68-percent increase in the screening and assessment rates (p < 0.01); and a 0.78-percent increase in medication management rates (p < 0.01). The association was stronger at CHCs serving a smaller proportion of uninsured patients. No significant quality reaction was observed at CHCs with a percentage of uninsured patients larger than the 75th percentile. We observed no significant associations between HHI and quality.

Conclusions: Increasing competition does not harm quality of care at CHCs. A CHC appears to improve its quality if its competitors improved quality. The beneficial quality effect was less pronounced in CHCs providing a significant proportion of care to uninsured patients, suggesting lack of incentives faced by these CHCs.

目的研究在非价格竞争的情况下,社区医疗中心(CHC)的质量对邻近社区医疗中心质量水平的影响:数据设置与设计:一项针对美国社区医疗中心的准实验研究。结果变量是衡量社区医疗中心整体医疗质量的指数。利用患者流量数据,我们构建了社区医疗中心特有的赫希曼-赫芬达尔指数(HHI)和竞争对手的综合质量指标。我们利用 "竞争者的竞争者 "特征中看似外生的变化,使用带有工具变量的广义两阶段最小平方模型来确定竞争与医疗质量之间的关系:利用与美国社区调查和医疗支出小组调查相关联的健康中心计划统一数据系统(2014-2018 年),我们分析了 50 个州和哥伦比亚特区的 1098 家联邦政府资助的健康中心,这些健康中心至少有一家邻近的健康中心,且 2015-2018 年(4226 个健康中心年)的数据无缺失:大多数社区健康中心服务的人群在地理市场上相互重叠,在研究期间,市场集中度中位数有所下降。竞争者的质量每提高一个百分点,指数型社区健康中心的综合质量就会提高 0.71 个百分点(p 结论:竞争的加剧不会损害社区健康中心的质量:竞争的加剧不会损害社区健康中心的医疗质量。如果其竞争对手的医疗质量有所提高,那么该中心的医疗质量似乎也会有所提高。在为未参保患者提供大量医疗服务的社区医疗中心中,有益的质量效应并不明显,这表明这些社区医疗中心缺乏激励机制。
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引用次数: 0
Does telemedicine hold the key for reproductive health care? A quantitative examination of women's intentions toward use and accurate information disclosure. 远程医疗是生殖保健的关键吗?对妇女使用意图和准确信息披露的定量研究。
IF 3.1 2区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-27 DOI: 10.1111/1475-6773.14403
Grace Fox, Theo Lynn, Lisa van der Werff, Jennifer Kennedy

Objective: To investigate women's perceptions of telemedicine for reproductive health care services, focusing on how perceived benefits and privacy risks influence their intentions to adopt telemedicine and their willingness to disclose personal health information.

Study setting and design: A cross-sectional survey was conducted. The study applied the privacy calculus theory to the context of telemedicine for reproductive health, using adapted, validated variables to develop the survey. Outcome variables included intentions to adopt telemedicine and willingness to disclose accurate personal health information.

Data sources and analytic sample: Data were collected in May and June 2023 using Qualtrics online panel services, targeting women across the United States who had not used telemedicine for reproductive health. The sample comprised 847 women aged 18 and older. Structural equation modeling was employed using AMOS v28.0 to test the hypothesized relationships between perceived benefits, perceived risks, and adoption intentions. The analysis controlled for age, household income, political affiliation, religious views, and prior births.

Principal findings: Perceived benefits were positively related to intention to adopt telemedicine for reproductive care (β: 0.600, p < 0.001), and willingness to disclose accurate personal health information (β: 0.453, p < 0.001). Unexpectedly, perceived privacy risks were positively related to adoption intentions (β: 0.128, p < 0.001), but negatively related to willingness to disclose (β: -0.282, p < 0.001). Intentions to adopt were positively associated with willingness to disclose (β: 0.089, p < 0.05). Lastly, older women and women located in states with abortion restrictions expressed lower intentions to adopt. The model explained 40.2% of variance in intention to adopt and 38.3% of variance in willingness to disclose.

Conclusions: The study demonstrates the importance of perceived benefits and privacy risks in driving telemedicine adoption and disclosure intentions among women in the reproductive health context. These findings suggest the need for targeted strategies to address privacy concerns and support telemedicine adoption, particularly in restrictive regulatory environments.

研究目的调查妇女对远程医疗生殖保健服务的看法,重点关注所感知到的好处和隐私风险如何影响她们采用远程医疗的意愿以及她们披露个人健康信息的意愿:研究设置和设计:进行了一项横断面调查。该研究将隐私微积分理论应用于生殖健康远程医疗,并使用经过改编和验证的变量来制定调查。结果变量包括采用远程医疗的意向和披露准确个人健康信息的意愿:数据于 2023 年 5 月和 6 月通过 Qualtrics 在线小组服务收集,调查对象为全美尚未使用远程医疗进行生殖健康的女性。样本包括 847 名 18 岁及以上的女性。使用 AMOS v28.0 进行结构方程建模,以检验感知到的益处、感知到的风险和采用意向之间的假设关系。分析控制了年龄、家庭收入、政治派别、宗教观点和之前的生育情况:主要发现:感知到的益处与采用远程医疗进行生殖保健的意愿呈正相关(β:0.600,p 结论:这项研究表明,在生殖健康领域,感知到的好处和隐私风险对于推动妇女采用远程医疗和披露信息的意愿非常重要。这些研究结果表明,有必要采取有针对性的策略来解决隐私问题,支持远程医疗的采用,尤其是在限制性的监管环境中。
{"title":"Does telemedicine hold the key for reproductive health care? A quantitative examination of women's intentions toward use and accurate information disclosure.","authors":"Grace Fox, Theo Lynn, Lisa van der Werff, Jennifer Kennedy","doi":"10.1111/1475-6773.14403","DOIUrl":"https://doi.org/10.1111/1475-6773.14403","url":null,"abstract":"<p><strong>Objective: </strong>To investigate women's perceptions of telemedicine for reproductive health care services, focusing on how perceived benefits and privacy risks influence their intentions to adopt telemedicine and their willingness to disclose personal health information.</p><p><strong>Study setting and design: </strong>A cross-sectional survey was conducted. The study applied the privacy calculus theory to the context of telemedicine for reproductive health, using adapted, validated variables to develop the survey. Outcome variables included intentions to adopt telemedicine and willingness to disclose accurate personal health information.</p><p><strong>Data sources and analytic sample: </strong>Data were collected in May and June 2023 using Qualtrics online panel services, targeting women across the United States who had not used telemedicine for reproductive health. The sample comprised 847 women aged 18 and older. Structural equation modeling was employed using AMOS v28.0 to test the hypothesized relationships between perceived benefits, perceived risks, and adoption intentions. The analysis controlled for age, household income, political affiliation, religious views, and prior births.</p><p><strong>Principal findings: </strong>Perceived benefits were positively related to intention to adopt telemedicine for reproductive care (β: 0.600, p < 0.001), and willingness to disclose accurate personal health information (β: 0.453, p < 0.001). Unexpectedly, perceived privacy risks were positively related to adoption intentions (β: 0.128, p < 0.001), but negatively related to willingness to disclose (β: -0.282, p < 0.001). Intentions to adopt were positively associated with willingness to disclose (β: 0.089, p < 0.05). Lastly, older women and women located in states with abortion restrictions expressed lower intentions to adopt. The model explained 40.2% of variance in intention to adopt and 38.3% of variance in willingness to disclose.</p><p><strong>Conclusions: </strong>The study demonstrates the importance of perceived benefits and privacy risks in driving telemedicine adoption and disclosure intentions among women in the reproductive health context. These findings suggest the need for targeted strategies to address privacy concerns and support telemedicine adoption, particularly in restrictive regulatory environments.</p>","PeriodicalId":55065,"journal":{"name":"Health Services Research","volume":" ","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-10-27","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142513275","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
State-level trends in access to Medicaid family planning services, 2008-2023. 2008-2023 年各州获得医疗补助计划生育服务的趋势。
IF 3.1 2区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-22 DOI: 10.1111/1475-6773.14401
Austin M Williams, Enrique M Saldarriaga, Ryan Cramer

Objective: To characterize the landscape of policies that determine eligibility for family planning services through Medicaid programs and describe trends in eligibility and its determinants over time.

Data sources and study setting: Secondary data were collected for all states in the United States for the years 2008 through 2023. Data on economic and demographic characteristics came from the American Community Survey (ACS).

Study design: Our descriptive study characterized state adoptions of Medicaid family planning section 1115 waivers and state plan amendments (SPA) and their eligibility criteria. We then estimated the proportion of women aged 19-44 years who were eligible for family planning services through Medicaid and identified the key determinants of changes in eligibility, by state and year.

Data collection/extraction methods: Information on state Medicaid policies was extracted from documentation on the Centers for Medicare & Medicaid Services website. When estimating the eligible population sizes, the denominator was women aged 19-44 years, the group most likely to be eligible for Medicaid family planning programs. Supplemental data on program enrollment or utilization were collected from states' websites and reports.

Principal findings: Though eligibility limits for family planning through Medicaid generally increased over time, the proportion of women aged 19-44 years eligible for at least limited benefits decreased from 45.0% in 2012 to 39.4% in 2022, largely because of increases in household income. Trends varied considerably across states and by eligibility pathway. Among women with incomes below the poverty level, the proportion who were not eligible for Medicaid family planning services decreased from 6.3% in 2013 to 1.5% in 2022.

Conclusions: Our data demonstrated substantial geographic and temporal variation in eligibility for family planning services through Medicaid. We identified key drivers of eligibility changes that may have important implications for health services analyses of means-tested public programs.

目标:描述通过医疗补助计划确定计划生育服务资格的政策概况,并描述资格及其决定因素的长期趋势:收集了美国各州 2008 年至 2023 年的二手数据。经济和人口特征数据来自美国社区调查(ACS):我们的描述性研究描述了各州采用医疗补助计划生育第 1115 节豁免和州计划修正案(SPA)的情况及其资格标准。然后,我们估算了有资格通过医疗补助计划获得计划生育服务的 19-44 岁女性的比例,并按州和年份确定了资格变化的主要决定因素:有关各州医疗补助政策的信息是从医疗保险与医疗补助服务中心网站上的文件中提取的。在估算符合条件的人口规模时,分母为 19-44 岁的女性,她们是最有可能符合医疗补助计划生育计划的群体。从各州的网站和报告中收集了有关计划注册或使用情况的补充数据:尽管随着时间的推移,通过医疗补助计划享受计划生育的资格限制普遍提高,但 19-44 岁妇女至少有资格享受有限福利的比例从 2012 年的 45.0% 降至 2022 年的 39.4%,这主要是由于家庭收入的增加。各州和不同资格途径的趋势差异很大。在收入低于贫困线的妇女中,不符合医疗补助计划生育服务资格的比例从 2013 年的 6.3% 降至 2022 年的 1.5%:我们的数据表明,通过医疗补助计划获得计划生育服务的资格在地域和时间上存在很大差异。我们确定了资格变化的主要驱动因素,这些因素可能会对经济情况调查公共项目的医疗服务分析产生重要影响。
{"title":"State-level trends in access to Medicaid family planning services, 2008-2023.","authors":"Austin M Williams, Enrique M Saldarriaga, Ryan Cramer","doi":"10.1111/1475-6773.14401","DOIUrl":"https://doi.org/10.1111/1475-6773.14401","url":null,"abstract":"<p><strong>Objective: </strong>To characterize the landscape of policies that determine eligibility for family planning services through Medicaid programs and describe trends in eligibility and its determinants over time.</p><p><strong>Data sources and study setting: </strong>Secondary data were collected for all states in the United States for the years 2008 through 2023. Data on economic and demographic characteristics came from the American Community Survey (ACS).</p><p><strong>Study design: </strong>Our descriptive study characterized state adoptions of Medicaid family planning section 1115 waivers and state plan amendments (SPA) and their eligibility criteria. We then estimated the proportion of women aged 19-44 years who were eligible for family planning services through Medicaid and identified the key determinants of changes in eligibility, by state and year.</p><p><strong>Data collection/extraction methods: </strong>Information on state Medicaid policies was extracted from documentation on the Centers for Medicare & Medicaid Services website. When estimating the eligible population sizes, the denominator was women aged 19-44 years, the group most likely to be eligible for Medicaid family planning programs. Supplemental data on program enrollment or utilization were collected from states' websites and reports.</p><p><strong>Principal findings: </strong>Though eligibility limits for family planning through Medicaid generally increased over time, the proportion of women aged 19-44 years eligible for at least limited benefits decreased from 45.0% in 2012 to 39.4% in 2022, largely because of increases in household income. Trends varied considerably across states and by eligibility pathway. Among women with incomes below the poverty level, the proportion who were not eligible for Medicaid family planning services decreased from 6.3% in 2013 to 1.5% in 2022.</p><p><strong>Conclusions: </strong>Our data demonstrated substantial geographic and temporal variation in eligibility for family planning services through Medicaid. We identified key drivers of eligibility changes that may have important implications for health services analyses of means-tested public programs.</p>","PeriodicalId":55065,"journal":{"name":"Health Services Research","volume":" ","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-10-22","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142513276","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Private Medicare plans' responses to benchmark changes and competition before and after the Affordable Care Act's payment cuts. 私营医疗保险计划在《平价医疗法案》削减付款前后对基准变化和竞争的反应。
IF 3.1 2区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-21 DOI: 10.1111/1475-6773.14392
Daria Pelech, Zirui Song

Objective: To examine how private Medicare Advantage (MA) plans responded to slower growth in federal payments after the Affordable Care Act (ACA).

Data sources and study setting: We used publicly available data from the Centers for Medicare and Medicaid Services on MA plan subsidies ("benchmarks"), asking prices ("bids"), plan premiums, cost-sharing, and covered benefits. Data covered all counties with MA plans between 2006 through 2019.

Study design: We examined plan responses to changes in benchmark subsidies by comparing changes in bids, rebates, and other outcomes between counties experiencing larger changes in benchmarks and counties with smaller changes, pre- and post-ACA. We used longitudinal fixed effects regression models to assess heterogeneity in how plans adjusted premiums and benefits across more and less competitive markets.

Data collection: Analyses included all counties with at least one MA plan available to individual beneficiaries. Plans targeting special populations were excluded.

Principal findings: Average plan benchmarks fell by $89 per month post-ACA, adjusted for inflation. Plans responded similarly to benchmark subsidy decreases and increases, increasing bids by 62 cents for every dollar increase in subsidies pre-ACA (95% confidence interval [CI]: 0.56 to 0.67) and decreasing them by 57 cents for every dollar reduction in subsidies post-ACA (95% CI: 0.49-0.65). However, post-ACA, plans altered less salient benefits, such as cost-sharing, by about twice as much as they had pre-ACA. Premiums changed by similar amounts before and after the ACA (-$0.07, 95% CI: from -$0.09 to -$0.06). Plans in more competitive markets responded less to payment changes than plans did in less competitive markets, suggesting the former are operating closer to marginal costs. Finally, payments to plans declined far less than projected due in part to other changes in MA policy.

Conclusions: Plans used partial pass-through of benchmark subsidy decreases to shield beneficiaries from cuts and allocated benchmark decreases to benefits that were less salient to the average enrollee. These findings, combined with higher-than-projected payments post-ACA, may explain the continued growth in MA enrollment.

目标:研究《平价医疗法案》(ACA)实施后,私营医疗保险优势计划(MA)如何应对联邦支付增长放缓的问题:我们使用了医疗保险和医疗补助服务中心(Centers for Medicare and Medicaid Services)关于医疗保险计划补贴("基准")、要价("出价")、计划保费、费用分摊和承保福利的公开数据。数据涵盖 2006 年至 2019 年期间所有拥有医疗补助计划的县:我们通过比较基准变化较大的县与变化较小的县之间在 ACA 前后的出价、回扣和其他结果的变化,研究了计划对基准补贴变化的反应。我们使用纵向固定效应回归模型来评估竞争性较强和较弱的市场中计划如何调整保费和福利的异质性:分析包括所有至少有一项医保计划提供给个人受益人的县。不包括针对特殊人群的计划:经通货膨胀调整后,ACA 后的平均计划基准每月下降 89 美元。计划对基准补贴减少和增加的反应相似,ACA 前补贴每增加一美元,投标就增加 62 美分(95% 置信区间 [CI]:0.56-0.67),ACA 后补贴每减少一美元,投标就减少 57 美分(95% 置信区间:0.49-0.65)。然而,在《反垄断法》实施后,保险计划对成本分摊等不太突出的福利的改动大约是《反垄断法》实施前的两倍。保险费在 ACA 实施前后的变化幅度相似(-0.07 美元,95% CI:从-0.09 美元到-0.06 美元)。与竞争性较弱的市场中的计划相比,竞争性较强的市场中的计划对支付变化的反应较小,这表明前者的运作更接近边际成本。最后,由于医疗保险政策的其他变化,对计划的付款下降幅度远低于预期:计划利用部分转嫁基准补贴的减少来保护受益人免受削减,并将基准补贴的减少分配给对普通参保者不太重要的福利。这些发现,再加上 ACA 后高于预期的支付,可能是医疗保险参保人数持续增长的原因。
{"title":"Private Medicare plans' responses to benchmark changes and competition before and after the Affordable Care Act's payment cuts.","authors":"Daria Pelech, Zirui Song","doi":"10.1111/1475-6773.14392","DOIUrl":"https://doi.org/10.1111/1475-6773.14392","url":null,"abstract":"<p><strong>Objective: </strong>To examine how private Medicare Advantage (MA) plans responded to slower growth in federal payments after the Affordable Care Act (ACA).</p><p><strong>Data sources and study setting: </strong>We used publicly available data from the Centers for Medicare and Medicaid Services on MA plan subsidies (\"benchmarks\"), asking prices (\"bids\"), plan premiums, cost-sharing, and covered benefits. Data covered all counties with MA plans between 2006 through 2019.</p><p><strong>Study design: </strong>We examined plan responses to changes in benchmark subsidies by comparing changes in bids, rebates, and other outcomes between counties experiencing larger changes in benchmarks and counties with smaller changes, pre- and post-ACA. We used longitudinal fixed effects regression models to assess heterogeneity in how plans adjusted premiums and benefits across more and less competitive markets.</p><p><strong>Data collection: </strong>Analyses included all counties with at least one MA plan available to individual beneficiaries. Plans targeting special populations were excluded.</p><p><strong>Principal findings: </strong>Average plan benchmarks fell by $89 per month post-ACA, adjusted for inflation. Plans responded similarly to benchmark subsidy decreases and increases, increasing bids by 62 cents for every dollar increase in subsidies pre-ACA (95% confidence interval [CI]: 0.56 to 0.67) and decreasing them by 57 cents for every dollar reduction in subsidies post-ACA (95% CI: 0.49-0.65). However, post-ACA, plans altered less salient benefits, such as cost-sharing, by about twice as much as they had pre-ACA. Premiums changed by similar amounts before and after the ACA (-$0.07, 95% CI: from -$0.09 to -$0.06). Plans in more competitive markets responded less to payment changes than plans did in less competitive markets, suggesting the former are operating closer to marginal costs. Finally, payments to plans declined far less than projected due in part to other changes in MA policy.</p><p><strong>Conclusions: </strong>Plans used partial pass-through of benchmark subsidy decreases to shield beneficiaries from cuts and allocated benchmark decreases to benefits that were less salient to the average enrollee. These findings, combined with higher-than-projected payments post-ACA, may explain the continued growth in MA enrollment.</p>","PeriodicalId":55065,"journal":{"name":"Health Services Research","volume":" ","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-10-21","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142481337","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Increasing expenditures on home- and community-based services: Do home care workers benefit? 家庭和社区服务支出不断增加:家庭护理人员是否受益?
IF 3.1 2区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-18 DOI: 10.1111/1475-6773.14399
Katherine E M Miller, Norma B Coe, Amanda R Kreider, Allison Hoffman, Katherine Rhode, Pilar Gonalons-Pons

Objective: To examine the association of Medicaid home- and community-based services (HCBS) expenditures on the home care workforce.

Data sources/study setting: We use two national, secondary data sources from 2008 to 2019: state-level Medicaid HCBS expenditures and the American Community Survey, in which we identify direct care workers in the home (i.e., home care workers), defined as nursing, psychiatric, and home health aides or personal care aides working in home health care services, individual and family services, and private households.

Study design: Our key explanatory variable is HCBS expenditures per state per year. To estimate the association between changes in Medicaid HCBS expenditures and the workforce size, hourly wages and hours worked, we use negative binomial, linear, and generalized ordered logit regression, respectively. All models include demographic and socioeconomic characteristics, the number of potential HCBS beneficiaries (individuals with a disability and income under the federal maximum income eligibility limits), indicators for minimum wage and/or overtime protections for direct care workers, wage pass-through policies, and state and year fixed effects.

Data collection/extraction methods: We exclude states with incomplete reporting of expenditures.

Principal findings: States' HCBS expenditures increased between 2008 and 2019 after adjusting for inflation and the number of potential HCBS beneficiaries. Yet, home care workers' wages remained stagnant at $11-12/h. We find no association between changes in Medicaid HCBS expenditures and wages. For every additional $1 million in Medicaid HCBS expenditures, the expected number of workers increases by 1.2 and the probability of working overtime increased (0.0015% points; p < 0.05). Results are largely robust under multiple sensitivity analyses.

Conclusions: We find no evidence of a statistically significant relationship between changes in state-level changes in Medicaid HCBS expenditures and worker wages but do find a significant, but small, association with hours worked and workforce size.

目标:研究医疗补助家庭和社区服务(HCBS)支出与家庭护理人员队伍的关系:数据来源/研究环境:我们使用了 2008 年至 2019 年的两个国家二级数据来源:州一级的医疗补助家庭和社区服务支出以及美国社区调查,其中我们确定了家庭中的直接护理人员(即家庭护理人员),定义为在家庭医疗保健服务、个人和家庭服务以及私人家庭中工作的护理、精神科和家庭健康助理或个人护理助理:我们的关键解释变量是各州每年的家庭医疗服务支出。为了估算医疗补助 HCBS 支出变化与劳动力规模、小时工资和工作时间之间的关联,我们分别采用了负二项回归、线性回归和广义有序对数回归。所有模型都包括人口和社会经济特征、潜在的 HCBS 受益人(残疾且收入低于联邦最高收入资格限制的个人)数量、直接护理人员最低工资和/或加班保护指标、工资转嫁政策以及州和年份固定效应:我们排除了支出报告不完整的州:在对通货膨胀和潜在的家庭护理服务受益者人数进行调整后,各州的家庭护理服务支出在 2008 年至 2019 年期间有所增加。然而,居家护理人员的工资仍然停滞在 11-12 美元/小时。我们发现,医疗补助 HCBS 支出的变化与工资之间没有关联。医疗补助 HCBS 支出每增加 100 万美元,工人的预期人数就会增加 1.2 人,加班的概率也会增加(0.0015% 点;P 结论):我们没有发现任何证据表明州一级的医疗补助 HCBS 支出变化与工人工资之间存在显著的统计关系,但确实发现了与工作时间和劳动力规模之间存在显著但较小的关系。
{"title":"Increasing expenditures on home- and community-based services: Do home care workers benefit?","authors":"Katherine E M Miller, Norma B Coe, Amanda R Kreider, Allison Hoffman, Katherine Rhode, Pilar Gonalons-Pons","doi":"10.1111/1475-6773.14399","DOIUrl":"https://doi.org/10.1111/1475-6773.14399","url":null,"abstract":"<p><strong>Objective: </strong>To examine the association of Medicaid home- and community-based services (HCBS) expenditures on the home care workforce.</p><p><strong>Data sources/study setting: </strong>We use two national, secondary data sources from 2008 to 2019: state-level Medicaid HCBS expenditures and the American Community Survey, in which we identify direct care workers in the home (i.e., home care workers), defined as nursing, psychiatric, and home health aides or personal care aides working in home health care services, individual and family services, and private households.</p><p><strong>Study design: </strong>Our key explanatory variable is HCBS expenditures per state per year. To estimate the association between changes in Medicaid HCBS expenditures and the workforce size, hourly wages and hours worked, we use negative binomial, linear, and generalized ordered logit regression, respectively. All models include demographic and socioeconomic characteristics, the number of potential HCBS beneficiaries (individuals with a disability and income under the federal maximum income eligibility limits), indicators for minimum wage and/or overtime protections for direct care workers, wage pass-through policies, and state and year fixed effects.</p><p><strong>Data collection/extraction methods: </strong>We exclude states with incomplete reporting of expenditures.</p><p><strong>Principal findings: </strong>States' HCBS expenditures increased between 2008 and 2019 after adjusting for inflation and the number of potential HCBS beneficiaries. Yet, home care workers' wages remained stagnant at $11-12/h. We find no association between changes in Medicaid HCBS expenditures and wages. For every additional $1 million in Medicaid HCBS expenditures, the expected number of workers increases by 1.2 and the probability of working overtime increased (0.0015% points; p < 0.05). Results are largely robust under multiple sensitivity analyses.</p><p><strong>Conclusions: </strong>We find no evidence of a statistically significant relationship between changes in state-level changes in Medicaid HCBS expenditures and worker wages but do find a significant, but small, association with hours worked and workforce size.</p>","PeriodicalId":55065,"journal":{"name":"Health Services Research","volume":" ","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-10-18","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142481336","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
Should I stay or should I go again: Multiple switching between fee-for-service Medicare and Medicare advantage among older beneficiaries. 我应该留下还是重新选择?老年受益人在付费医疗保险和医疗保险优势之间的多次转换。
IF 3.1 2区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-17 DOI: 10.1111/1475-6773.14398
Geoffrey J Hoffman, Yang Amy Jiao, Zhaohui Fan, H Myra Kim, Lillian Min, Donovan Maust

Objective: To evaluate whether having previously disenrolled from Medicare Advantage (MA) is associated with lower hazards of future MA enrollment.

Data sources and study setting: Secondary data from Medicare.

Study design: We examined beneficiaries with baseline FFS enrollment from 2017-2019 using a 20% sample of Medicare claims. Cox proportional hazard models were used to examine the association of prior MA enrollment (in the three years prior to baseline FFS enrollment) with MA re-enrollment, and whether this association is modified by Alzheimer's Disease and Related Dementias (ADRD), prior nursing home use, chronic illness, dual eligible status, and availability of MA plans and quality.

Data collection: Not applicable.

Principal findings: Overall, 3.3% of beneficiaries switched to MA annually. Of those with prior MA enrollment, MA switching percentages were 9.0%, 4.6%, and 6.8% for those whose most recent MA enrollments were 1, 2, and 3 years prior to their baseline FFS year. Comparatively, the switching percentages was 3.2% for those with no prior MA enrollment. The hazards of switching to MA were 2.73 (p < 0.001), 1.29 (p < 0.001), and 1.97 (p < 0.001) times greater than remaining in FFS for beneficiaries whose most recent MA enrollments were one, two, and three years prior to their baseline FFS year. Hazards of switching were generally similar between those with and without ADRD, stratified by recency in prior MA experience, except those with dual eligibility. Among those with ADRD, switching hazards were greatest for 3 years prior MA enrollees in counties with the fewest available (HR: 3.84, p < 0.001) and lowest-rated plans (HR: 4.02, p < 0.001).

Conclusions: Recency of switching from MA to FFS was the strongest predictor of a FFS-to-MA switch, identifying a population of beneficiaries who multiply switch regardless of health status or MA access. Future health policy considerations should more closely examine the vulnerabilities and long-term outcomes of this population.

目的评估曾退出医疗保险优势计划(MA)是否与未来加入医疗保险的较低风险相关:研究设计:我们使用 20% 的医疗保险索赔样本对 2017-2019 年基线 FFS 注册的受益人进行了研究。使用 Cox 比例危险模型来研究之前的医疗保险注册(基线 FFS 注册前三年内)与医疗保险重新注册之间的关联,以及这种关联是否会因阿尔茨海默病及相关痴呆症(ADRD)、之前使用养老院、慢性病、双重资格状态以及医疗保险计划的可用性和质量而改变:主要发现:总体而言,每年有 3.3% 的受益人转入医保。在曾经加入过医疗保险的受益人中,最近一次加入医疗保险的时间分别为基线 FFS 年之前的 1、2 和 3 年,其转入医疗保险的比例分别为 9.0%、4.6% 和 6.8%。相比之下,之前未加入医保者的转保比例为 3.2%。转为医保的危险度为 2.73(p 结论:转为医保的危险度为 2.73(p 结论:转为医保的危险度为 2.73(p 结论):从医疗保险转到全额医疗保险的时间是全额医疗保险转到医疗保险的最有力预测因素,这就确定了无论健康状况或医疗保险的可及性如何都会多次转保的受益人群体。未来的健康政策考虑应更密切地研究这一人群的脆弱性和长期结果。
{"title":"Should I stay or should I go again: Multiple switching between fee-for-service Medicare and Medicare advantage among older beneficiaries.","authors":"Geoffrey J Hoffman, Yang Amy Jiao, Zhaohui Fan, H Myra Kim, Lillian Min, Donovan Maust","doi":"10.1111/1475-6773.14398","DOIUrl":"10.1111/1475-6773.14398","url":null,"abstract":"<p><strong>Objective: </strong>To evaluate whether having previously disenrolled from Medicare Advantage (MA) is associated with lower hazards of future MA enrollment.</p><p><strong>Data sources and study setting: </strong>Secondary data from Medicare.</p><p><strong>Study design: </strong>We examined beneficiaries with baseline FFS enrollment from 2017-2019 using a 20% sample of Medicare claims. Cox proportional hazard models were used to examine the association of prior MA enrollment (in the three years prior to baseline FFS enrollment) with MA re-enrollment, and whether this association is modified by Alzheimer's Disease and Related Dementias (ADRD), prior nursing home use, chronic illness, dual eligible status, and availability of MA plans and quality.</p><p><strong>Data collection: </strong>Not applicable.</p><p><strong>Principal findings: </strong>Overall, 3.3% of beneficiaries switched to MA annually. Of those with prior MA enrollment, MA switching percentages were 9.0%, 4.6%, and 6.8% for those whose most recent MA enrollments were 1, 2, and 3 years prior to their baseline FFS year. Comparatively, the switching percentages was 3.2% for those with no prior MA enrollment. The hazards of switching to MA were 2.73 (p < 0.001), 1.29 (p < 0.001), and 1.97 (p < 0.001) times greater than remaining in FFS for beneficiaries whose most recent MA enrollments were one, two, and three years prior to their baseline FFS year. Hazards of switching were generally similar between those with and without ADRD, stratified by recency in prior MA experience, except those with dual eligibility. Among those with ADRD, switching hazards were greatest for 3 years prior MA enrollees in counties with the fewest available (HR: 3.84, p < 0.001) and lowest-rated plans (HR: 4.02, p < 0.001).</p><p><strong>Conclusions: </strong>Recency of switching from MA to FFS was the strongest predictor of a FFS-to-MA switch, identifying a population of beneficiaries who multiply switch regardless of health status or MA access. Future health policy considerations should more closely examine the vulnerabilities and long-term outcomes of this population.</p>","PeriodicalId":55065,"journal":{"name":"Health Services Research","volume":" ","pages":""},"PeriodicalIF":3.1,"publicationDate":"2024-10-17","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"142481339","PeriodicalName":null,"FirstCategoryId":null,"ListUrlMain":null,"RegionNum":2,"RegionCategory":"医学","ArticlePicture":[],"TitleCN":null,"AbstractTextCN":null,"PMCID":"","EPubDate":null,"PubModel":null,"JCR":null,"JCRName":null,"Score":null,"Total":0}
引用次数: 0
The impacts of New York's balance billing regulation on ground ambulance pricing. 纽约余额计费条例对地面救护车定价的影响。
IF 3.1 2区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-16 DOI: 10.1111/1475-6773.14387
Wendy Y Xu, Christopher Garmon, Sheldon M Retchin, Yiting Li
<p><strong>Objective: </strong>To examine the effects of New York's surprise billing regulations on price changes by emergency ground ambulance service providers.</p><p><strong>Study design: </strong>We exploited a natural experiment using a difference-in-differences design with randomization inference (RI) to examine the effects of New York state regulations on the prices of emergency ground ambulances, analyzing 2012-2019 commercial claims data. In March 2015, New York implemented a law protecting patients from surprise out-of-network (OON) balance bills, including ground ambulance services. New York's policy tied OON ground ambulance reimbursements to usual, customary, and reasonable rates that typically reflect charges. The control group consisted of similar states that never enacted surprise billing laws. Although self-funded plans are exempted from state laws, we also examined for spillover effects on self-funded plans.</p><p><strong>Data source and analytic sample: </strong>Multi-payer national commercial plan claims data were used. The study sample was selected by isolating claims involving an emergency ground ambulance activation code.</p><p><strong>Principal findings: </strong>The event study findings indicated that New York's law led to a continuous increase in prices, relative to controls. The law's implementation was associated with an overall emergency ground ambulance price increase of 13 percentage points (RI p-value: 0.07). We observed a 21-percentage-point increase in in-network prices (RI p-value: 0.07) and a 19-percentage-point increase in OON prices (RI p-value: 0.07), relative to controls, for fully insured health plans. Similar changes in overall prices and in in-network prices were observed in self-insured plans. Last, our study did not find statistically significant evidence of changes in out-of-pocket cost-sharing amounts under New York's regulation.</p><p><strong>Conclusions: </strong>Balance billing laws based on charges can lead to price increases for emergency ground ambulance services. Legislation intended to inoculate patients from these surprise billings for ground ambulance transportation may have unintended consequences for costs of care.</p><p><strong>What is known on this topic: </strong>Emergency ground ambulances are a major source of surprise billing. The federal No Surprises Act of 2020 excluded emergency ground ambulance services. Some states have regulations that prohibit out-of-network balance bills for ground ambulance services.</p><p><strong>What this study adds: </strong>The study provides the first empirical evidence on the potential impacts of regulations on price changes among emergency ground ambulance providers. The study offers evidence of state policies' effects on fully insured plans and potential spillover effects on self-funded plans. Experiences from New York's state ambulance out-of-network billing regulation indicate that tying reimbursement policies to charges may have the unintended co
研究目的研究设计:我们利用随机化推断(RI)的差分设计进行自然实验,通过分析 2012-2019 年的商业索赔数据,研究纽约州法规对地面急救车价格的影响。2015 年 3 月,纽约州实施了一项法律,保护患者免受网络外(OON)余额账单的意外伤害,包括地面救护车服务。纽约州的政策将 OON 地面救护车的报销与通常反映收费的惯常、习惯和合理费率挂钩。对照组由从未颁布过突击收费法的类似州组成。虽然自筹资金计划不受州法律的约束,但我们也检查了自筹资金计划的溢出效应:数据来源和分析样本:我们使用了多方支付的全国商业计划索赔数据。研究样本的选择是通过分离涉及紧急地面救护车启动代码的索赔:事件研究结果表明,相对于控制措施,纽约州的法律导致价格持续上涨。该法律的实施与地面紧急救护车价格的整体上涨有关,涨幅为 13 个百分点(RI p 值:0.07)。与对照组相比,我们观察到全额投保的医疗保险计划的网络内价格上涨了 21 个百分点(相关性指标 p 值:0.07),网络外价格上涨了 19 个百分点(相关性指标 p 值:0.07)。自保计划的总体价格和网络内价格也出现了类似的变化。最后,我们的研究没有发现在纽约法规下自付费用分摊额发生变化的显著证据:结论:以收费为基础的平衡计费法可能会导致地面紧急救护服务的价格上涨。旨在使患者免受地面救护车运输意外收费的立法可能会对医疗成本产生意想不到的后果:紧急地面救护车是意外收费的主要来源。2020 年联邦《无意外法案》将地面紧急救护车服务排除在外。一些州的法规禁止地面救护车服务的网络外余额账单:本研究首次提供了有关法规对地面紧急救护服务提供商价格变化的潜在影响的经验证据。该研究提供了各州政策对全额投保计划的影响以及对自费计划的潜在溢出效应的证据。纽约州救护车网络外计费法规的经验表明,将报销政策与收费挂钩可能会产生增加医疗成本的意外后果。
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引用次数: 0
Racial and ethnic disparities in mental health among breast cancer patients and survivors in the United States. 美国乳腺癌患者和幸存者在心理健康方面的种族和民族差异。
IF 3.1 2区 医学 Q2 HEALTH CARE SCIENCES & SERVICES Pub Date : 2024-10-14 DOI: 10.1111/1475-6773.14391
Ahmad Reshad Osmani, Asako Moriya, Shelley White-Means

Objective: To decompose the mental health disparities between breast cancer patients and survivors (hereafter survivors) of racial and ethnic minority groups and non-Hispanic White survivors into the contributions of individual-, interpersonal-, community-, and societal-level determinants.

Data sources and study setting: We used data from the 2010-2020 Medical Expenditure Panel Survey Household Component (MEPS-HC). Our primary outcome was whether the person had mental health conditions or not.

Study design: We employed the Kitagawa-Oaxaca-Blinder (KOB) method to understand to what extent the differences in outcomes were explained by the differences in the determinants between non-Hispanic Black or Hispanic breast cancer survivors and non-Hispanic White survivors. We also bifurcated the Hispanic sample analysis by the US-born status (and county of origin).

Data collection/extraction methods: Confidential geographic identifiers are utilized to supplement the MEPS-HC data with information on community characteristics and local healthcare resources.

Principal findings: The prevalence of mental health conditions among non-Hispanic Black and Hispanic breast cancer survivors was 26.1% (95% CI: 20.4, 31.7) and 28.3% (95% CI: 21.9, 34.6), respectively. These rates were higher than those for their non-Hispanic White counterparts, 19.7% (95% CI: 17.4, 21.9). In our KOB model, the disparity between non-Hispanic Black and White survivors was fully explained by differences in education, health, and family structure, with community- and societal-level determinants playing no significant role. Conversely, our KOB model did not explain any of the overall differences between Hispanic and non-Hispanic White survivors. However, for foreign-born Hispanic survivors, the disparity was fully explained by a combination of individual- and societal-level determinants.

Conclusions: Our findings, which identify specific individual-, interpersonal-, and societal- determinants that were associated with racial and ethnic differences in mental health, can be used by clinicians and policymakers to proactively address racial and ethnic disparities in health.

目的将少数种族和少数族裔群体的乳腺癌患者和幸存者(以下简称幸存者)与非西班牙裔白人幸存者之间的心理健康差异分解为个人、人际、社区和社会层面的决定因素:我们使用了 2010-2020 年医疗支出小组调查家庭部分(MEPS-HC)的数据。研究设计:我们采用了北川-奥克斯(Kitagawa-Oax)研究方法:我们采用了北川-瓦哈卡-布林德(KOB)方法,以了解非西班牙裔黑人或西班牙裔乳腺癌幸存者与非西班牙裔白人幸存者之间的决定因素差异在多大程度上解释了结果差异。我们还按美国出生状况(和原籍县)对西班牙裔样本进行了分叉分析:数据收集/提取方法:利用保密的地理标识符对 MEPS-HC 数据进行补充,提供有关社区特征和当地医疗资源的信息:非西班牙裔黑人和西班牙裔乳腺癌幸存者的精神健康状况患病率分别为 26.1%(95% CI:20.4, 31.7)和 28.3%(95% CI:21.9, 34.6)。这些比率高于非西班牙裔白人的 19.7% (95% CI: 17.4, 21.9)。在我们的 KOB 模型中,非西班牙裔黑人和白人幸存者之间的差异完全可以用教育、健康和家庭结构的差异来解释,而社区和社会层面的决定因素则没有发挥重要作用。相反,我们的 KOB 模型无法解释西班牙裔幸存者和非西班牙裔白人幸存者之间的整体差异。然而,对于外国出生的西班牙裔幸存者来说,个人和社会层面的决定因素完全可以解释他们之间的差异:我们的研究结果确定了与种族和民族心理健康差异相关的特定个人、人际和社会决定因素,可供临床医生和政策制定者用于积极解决种族和民族健康差异问题。
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