social risks

社会风险
  • 文章类型: Journal Article
    背景:健康的不良社会决定因素已被证明与发展为慢性疾病的更大机会有关。尽管在医疗保健提供系统中越来越重视筛查与健康相关的社会需求(HRSN),很少检查是否在患者居住的社区中充分提供了解决HRSN的所需服务。
    方法:作者使用地理空间分析来确定新形成的卫生系统和社区组织(CBO)社会护理协调网络覆盖了大量经历HRSN的患者生活的领域。地理空间集群(热点)是为经历以下4个HRSN中的任何一个的KaiserPermanenteNorthwest成员建造的:运输需求,住房不稳定,粮食不安全,或财务压力。接下来,计算地理空间多边形,表明会员是否可以在旅行时间的30分钟内到达社会护理提供者.
    结果:在2022年4月至2023年4月之间,共有185,535名KaiserPermanenteNorthwest成员完成了HRSN筛选。总的来说,作者发现,在经历4个HRSN中的任何一个的KaiserPermanenteNorthwest成员中,其中97%至98%的人在社会护理提供者的30分钟内。与社会护理提供者住在30分钟以上的成员中,有一小部分主要位于农村地区。
    结论:这项研究表明了卫生系统和社区组织伙伴关系以及对社区资源的投资对发展社会护理协调网络的重要性,以及如何使用患者水平的HRSN来评估网络的覆盖范围和代表性。
    BACKGROUND: Adverse social determinants of health have been shown to be associated with a greater chance of developing chronic conditions. Although there has been increased focus on screening for health-related social needs (HRSNs) in health care delivery systems, it is seldom examined if the provision of needed services to address HRSNs is sufficiently available in communities where patients reside.
    METHODS: The authors used geospatial analysis to determine how well a newly formed health system and community-based organizations (CBOs) social care coordination network covered the areas in which a high number of patients experiencing HRSNs live. Geospatial clusters (hotspots) were constructed for Kaiser Permanente Northwest members experiencing any of the following 4 HRSNs: transportation needs, housing instability, food insecurity, or financial strain. Next, a geospatial polygon was calculated indicating whether a member could reach a social care provider within 30 minutes of travel time.
    RESULTS: A total of 185,535 Kaiser Permanente Northwest members completed a HRSN screener between April 2022 and April 2023. Overall, the authors found that among Kaiser Permanente Northwest members experiencing any of the 4 HRSNs, 97% to 98% of them were within 30 minutes of a social care provider. A small percentage of members who lived greater than 30 minutes to a social care provider were primarily located in rural areas.
    CONCLUSIONS: This study demonstrates the importance of health system and community-based organization partnerships and investment in community resources to develop social care coordination networks, as well as how patient-level HRSN can be used to assess the coverage and representativeness of the network.
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  • 文章类型: Journal Article
    背景:许多卫生系统都在努力支持老年人尽可能长时间留在家中的能力。关于患者报告的社会风险与在家时间长短之间的关系知之甚少。我们评估了社会风险与在家生活天数之间的关系,研究了一组住院和死亡风险较高的老年退伍军人。
    方法:一项前瞻性横断面研究,使用2018年对3479名年龄≥65岁的高危退伍军人进行的调查与退伍军人健康管理局的数据相关。社会风险包括社会资源的衡量标准(即,没有合伙人在场,低社会支持),物质资源(即,没有雇佣,财务压力,药物不安全,粮食不安全,和运输障碍),和个人资源(即,医学素养低,低于高中教育)。我们估计了社会风险与在家的日子有何关联,定义为住院以外的天数,长期护理,观察,或12个月内的急诊科设置,使用负二项回归模型。
    结果:没有合作伙伴,没有被雇用,遇到交通障碍,和低医学素养分别与在家天数减少2.57、3.18、3.39和6.14相关(即,设施天数增加27%,95%置信区间[CI]8%-50%;设施天数增加42%,95%CI7%-89%;设施天数增加34%,95%CI7%-68%;设施天数增加63%,95%CI27%-109%)。经历粮食不安全与在家呆2.62天相关(即,设施天数减少24%,95%CI3%-59%)。
    结论:研究结果表明,筛查社区退出高风险的老年退伍军人的社会风险(即,社会支持,物质资源,和医疗素养)可能有助于确定可能受益于家庭和社区健康和社会服务的患者,这些服务有助于留在家庭环境中。未来的研究应该集中在理解这些关联发生的机制上。
    BACKGROUND: Many health systems are trying to support the ability of older adults to remain in their homes for as long as possible. Little is known about the relationship between patient-reported social risks and length of time spent at home. We assessed how social risks were associated with days at home for a cohort of older Veterans at high risk for hospitalization and mortality.
    METHODS: A prospective cross-sectional study using a 2018 survey of 3479 high-risk Veterans aged ≥65 linked to Veterans Health Administration data. Social risks included measures of social resources (i.e., no partner present, low social support), material resources (i.e., not employed, financial strain, medication insecurity, food insecurity, and transportation barriers), and personal resources (i.e., low medical literacy and less than high school education). We estimated how social risks were associated with days at home, defined as the number of days spent outside inpatient, long-term care, observation, or emergency department settings over a 12-month period, using a negative binomial regression model.
    RESULTS: Not having a partner, not being employed, experiencing transportation barriers, and low medical literacy were respectively associated with 2.57, 3.18, 3.39, and 6.14 fewer days at home (i.e., 27% more facility days, 95% confidence interval [CI] 8%-50%; 42% more facility days, 95% CI 7%-89%; 34% more facility days, 95% CI 7%-68%; and 63% more facility days, 95% CI 27%-109%). Experiencing food insecurity was associated with 2.62 more days at home (i.e., 24% fewer facility days, 95% CI 3%-59%).
    CONCLUSIONS: Findings suggest that screening older Veterans at high risk of community exit for social risks (i.e., social support, material resources, and medical literacy) may help identify patients likely to benefit from home- and community-based health and social services that facilitate remaining in home settings. Future research should focus on understanding the mechanisms by which these associations occur.
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  • 文章类型: Journal Article
    背景:工作与健康之间的关系是复杂且双向的,在那里工作可以同时危害健康和增进健康。虽然就业被认为是健康的社会决定因素,和临床医疗保健交付系统越来越多地使用筛查工具来询问患者的社会需求,很少有研究探索在这些筛查工具中捕获与就业相关的社会风险的程度。本研究旨在识别和描述已在临床医疗保健交付系统中实施的社会风险筛查工具中与就业和工作相关的问题。
    方法:我们对已在临床医疗保健服务提供系统中实施的筛选工具中的就业相关项目进行了定性内容分析。三个内容领域指导数据提取和分析:设置,域,和语境化水平。
    结果:询问就业相关问题的筛查工具在所服务人群和所提供护理范围不同的环境中实施。就业相关项目的意图集中在四个领域:社会风险因素,社会需要,就业风险敞口,法律需要。发现大多数问题的语境化程度较低,并且主要集中在确定个人的就业状况上。
    结论:几种现有的筛查工具包括与就业相关的社会风险的衡量标准,但是这些项目没有明确的目的和范围,具体取决于实施它们的设置。为了最大限度地发挥这些工具的效用,临床医疗保健交付系统应仔细考虑他们旨在捕获哪些领域,以及他们如何使用筛查工具来解决健康的社会决定因素。
    BACKGROUND: The relationship between work and health is complex and bidirectional, where work can have both health-harming and health-enhancing effects. Though employment is recognized as a social determinant of health, and clinical healthcare delivery systems are increasingly using screening tools to ask patients about social needs, little research has explored the extent to which employment-related social risk is captured in these screening tools. This study aimed to identify and characterize employment- and work-related questions in social risk screening tools that have been implemented in clinical healthcare delivery systems.
    METHODS: We conducted a qualitative content analysis of employment-related items in screening tools that have been implemented in clinical healthcare service delivery systems. Three content areas guided data extraction and analysis: Setting, Domain, and Level of Contextualization.
    RESULTS: Screening tools that asked employment-related questions were implemented in settings that were diverse in the populations served and the scope of care provided. The intent of employment-related items focused on four domains: Social Risk Factor, Social Need, Employment Exposure, and Legal Need. Most questions were found to have a low Level of Contextualization and were largely focused on identifying an individual\'s employment status.
    CONCLUSIONS: Several existing screening tools include measures of employment-related social risk, but these items do not have a clear purpose and range widely depending on the setting in which they are implemented. In order to maximize the utility of these tools, clinical healthcare delivery systems should carefully consider what domain(s) they aim to capture and how they anticipate using the screening tools to address social determinants of health.
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  • 文章类型: Journal Article
    背景:根据患者报告的社会风险调整临床护理决策对于社会健康整合和以患者为中心的护理至关重要。该领域的大多数研究都集中在意识和援助(以社会需求为目标的护理)上,例如筛查和转诊食物,金融,和其他资源。调整策略(社会风险知情护理)或适应社会风险护理的证据有限,这使KaiserPermanente难以实施新举措。本文介绍了一种共同设计过程,以构建一种新颖的,以调整为重点的继续医学教育课程。
    方法:作者使用以用户为中心的设计,与患者和临床医生共同开发了在线继续医学教育课程。共同设计活动的成绩单通过主题分析进行编码和分析,以确定主要主题,包括对社会风险知情护理的看法和护理调整的障碍。
    结果:出现了实施社会风险知情护理的实际障碍,包括临床医生对调整为不合格护理的伦理问题的担忧,特别是没有强有力的援助活动。然而,患者表示希望他们的护理适应他们的社会环境,允许更现实的护理计划。
    结论:从共同设计中发现的实施障碍是通过交互式的,案例研究方法。关于情境护理和共同决策的现有证据为初级保健提供者参与意识和调整活动提供了一个总体框架,与3个基于现实世界的交互式案例研究配对,临床医生提供的场景。
    结论:作者建议在制定社会健康融合计划的过程中纳入多种利益相关者的观点,特别是调整。教育辅以积极,细微差别,灵活的实施战略对于成功采用基于护理服务的社会健康融合活动可能是必要的。
    BACKGROUND: Adapting clinical care decisions for patient-reported social risks is essential to social health integration and patient-centered care. Most research in this area focuses on awareness and assistance (social-needs-targeted care), such as screening and referral to food, financial, and other resources. Limited evidence for adjustment strategies (social risk-informed care) or adapting care for social risks made it difficult for Kaiser Permanente to implement new initiatives. This article describes a codesign process to build a novel, adjustment-focused continuing medical education course.
    METHODS: The authors codeveloped the online continuing medical education course with patients and clinicians using user-centered design. Transcripts from codesign activities were coded and analyzed by thematic analysis to identify major themes, including perceptions of social risk-informed care and barriers to care adjustment.
    RESULTS: Practical hurdles for implementing social risk-informed care emerged, including clinicians\' concerns about the ethics of adjustment as substandard care, particularly without robust assistance activities. However, patients expressed a desire for their care to be adapted to their social circumstances, to allow for more realistic care plans.
    CONCLUSIONS: Implementation barriers identified from the codesign were addressed through an interactive, case-study approach. Existing evidence on contextualized care and shared decision making informed a general framework for primary care providers to engage in awareness and adjustment activities, paired with 3 interactive case studies based on real-world, clinician-supplied scenarios.
    CONCLUSIONS: The authors recommend that multiple stakeholder perspectives be incorporated during the development of social health integration initiatives, particularly adjustment. Education complemented by active, nuanced, flexible implementation strategies may be necessary for the successful uptake of care-delivery-based social health integration activities.
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  • 文章类型: Journal Article
    背景:具有未满足的社会需求和健康的社会决定因素(SDOH)挑战的患者继续面临疾病患病率增加的不成比例的风险,医疗保健使用,更高的医疗费用,更糟糕的结果。一些现有的预测模型已使用有关社会需求和SDOH挑战的可用数据来预测与健康相关的社会需求或对各种社会服务推荐的需求。尽管这些一次性的努力,到目前为止的工作表明,必须克服许多技术和组织挑战,然后才能在一个持续的,在大多数美国医疗保健组织内的大规模基础。
    目的:我们旨在检索电子健康记录(EHR)中与识别有社会需要的人相关的可用信息,并开发社会风险评分,用于临床实践,以更好地识别有未来社会需要风险的患者。
    方法:我们使用EHR数据(2016-2021年)和美国人口普查美国社区调查的数据进行了回顾性研究。我们开发了一个前瞻性模型,使用当前1年的风险因素来预测四个2年队列中未来2年的结果。感兴趣的预测因素包括人口统计学,以前的医疗保健使用,合并症,先前确定的社会需求,以及区域剥夺指数所反映的邻里特征。结果变量是一个二元指标,反映了有社会需求的患者存在的可能性。我们应用了广义估计方程方法,调整患者级别的风险因素,地理聚类数据的可能影响,以及每位患者多次就诊的效果。
    结果:1,852,228名患者的研究人群包括中年人(平均年龄为53.76-55.95岁),白色(范围324,279/510,770,63.49%至290,688/488,666,64.79%),和女性患者(范围为314,741/510,770,61.62%至278,488/448,666,62.07%),来自具有高社会经济地位的社区(平均面积剥夺指数百分位数范围为28.76-30.31)。在研究队列中,8.28%(37,137/448,666)和11.55%(52,037/450,426)的患者在其EHR中记录了至少1种社会需求,安全问题和经济挑战(即,财政资源紧张,employment,和粮食不安全)是最常见的记录社会需求(87,152/1,852,228,4.71%和58,242/1,852,228,3.14%的患者,分别)。该模型在预测总体研究人群的预期社会需求方面的曲线下面积为0.702(95%CI0.699-0.705)。以前的社会需求(比值比3.285,95%CI3.237-3.335)和急诊科就诊(比值比1.659,95%CI1.634-1.684)是未来社会需求的最强预测因子。
    结论:我们的模型为利用现有的EHR数据帮助识别具有高社会需求的患者提供了机会。我们提出的社会风险评分可以帮助确定从进一步的社会需求筛查和数据收集中受益最大的患者子集,以避免在目标人群中收集所有患者的潜在负担。
    BACKGROUND: Patients with unmet social needs and social determinants of health (SDOH) challenges continue to face a disproportionate risk of increased prevalence of disease, health care use, higher health care costs, and worse outcomes. Some existing predictive models have used the available data on social needs and SDOH challenges to predict health-related social needs or the need for various social service referrals. Despite these one-off efforts, the work to date suggests that many technical and organizational challenges must be surmounted before SDOH-integrated solutions can be implemented on an ongoing, wide-scale basis within most US-based health care organizations.
    OBJECTIVE: We aimed to retrieve available information in the electronic health record (EHR) relevant to the identification of persons with social needs and to develop a social risk score for use within clinical practice to better identify patients at risk of having future social needs.
    METHODS: We conducted a retrospective study using EHR data (2016-2021) and data from the US Census American Community Survey. We developed a prospective model using current year-1 risk factors to predict future year-2 outcomes within four 2-year cohorts. Predictors of interest included demographics, previous health care use, comorbidity, previously identified social needs, and neighborhood characteristics as reflected by the area deprivation index. The outcome variable was a binary indicator reflecting the likelihood of the presence of a patient with social needs. We applied a generalized estimating equation approach, adjusting for patient-level risk factors, the possible effect of geographically clustered data, and the effect of multiple visits for each patient.
    RESULTS: The study population of 1,852,228 patients included middle-aged (mean age range 53.76-55.95 years), White (range 324,279/510,770, 63.49% to 290,688/488,666, 64.79%), and female (range 314,741/510,770, 61.62% to 278,488/448,666, 62.07%) patients from neighborhoods with high socioeconomic status (mean area deprivation index percentile range 28.76-30.31). Between 8.28% (37,137/448,666) and 11.55% (52,037/450,426) of patients across the study cohorts had at least 1 social need documented in their EHR, with safety issues and economic challenges (ie, financial resource strain, employment, and food insecurity) being the most common documented social needs (87,152/1,852,228, 4.71% and 58,242/1,852,228, 3.14% of overall patients, respectively). The model had an area under the curve of 0.702 (95% CI 0.699-0.705) in predicting prospective social needs in the overall study population. Previous social needs (odds ratio 3.285, 95% CI 3.237-3.335) and emergency department visits (odds ratio 1.659, 95% CI 1.634-1.684) were the strongest predictors of future social needs.
    CONCLUSIONS: Our model provides an opportunity to make use of available EHR data to help identify patients with high social needs. Our proposed social risk score could help identify the subset of patients who would most benefit from further social needs screening and data collection to avoid potentially more burdensome primary data collection on all patients in a target population of interest.
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  • 文章类型: Journal Article
    我们旨在根据iPad上的自我报告与健康专业人员的面对面问题比较社会风险的披露,并探索护理人员的筛查经验。这个双臂,平行组,随机试验于2021年1月19日至2021年12月17日在澳大利亚首都一个弱势地区的一家公立医院儿科病房进行.进入儿童病房的≤5岁儿童的照顾者符合资格。主要结果是披露社会风险。筛选器包括9个关于粮食安全的项目,家用公用设施,运输,employment,个人和邻里安全,社会支持,住房和无家可归。所有9个项目的自我完成(n=193)和辅助完成(n=193)组之间的社会风险披露相似,在辅助完成组中,由于担心食物的钱而高出4.1%(95%CI-11.4,3.1%),自我完成组的失业率上升5.7%(-1.6,13.0%)。在定性采访中,参与者对医院病房的社会风险筛查持积极态度,大多数参与者表示倾向于自我完成.结论:根据自我完成和辅助完成的社会风险披露差异很小,这表明任何一种方法都可以使用。大多数护理人员表示倾向于自我完成,因此,建议将其作为澳大利亚儿科住院患者设置的此类数据收集的理想模式。试验注册:澳大利亚新西兰临床试验注册(www.anzctry.org.au;#ACTRN12620001326987;注册日期2020年12月8日)。已知内容:•关于儿科住院患者设置中的社会风险筛查的大多数证据来自美国。•在拥有全民医疗保健和社会福利的国家,对社会风险的披露知之甚少。新功能:•与面对面筛查相比,电子社会风险的披露相似。•护理人员更喜欢电子完成而不是面对面完成。
    We aimed to compare disclosure of social risks according to self-report on an iPad versus face-to-face questions from a health professional and to explore carers\' experiences of screening. This two-arm, parallel group, randomized trial was conducted from January 19, 2021, to December 17, 2021, in a public hospital pediatric ward serving a disadvantaged area of an Australian capital city. Carers of children aged ≤ 5 years admitted to the Children\'s Ward were eligible. The primary outcome was disclosure of social risks. The screener included nine items on food security, household utilities, transport, employment, personal and neighborhood safety, social support, housing and homelessness. Disclosure of social risks was similar between the self-completion (n = 193) and assisted-completion (n = 193) groups for all 9 items, ranging 4.1% higher for worrying about money for food (95% CI - 11.4, 3.1%) among the assisted-completion group, to 5.7% (-1.6, 13.0%) higher for unemployment among the self-completion group. In qualitative interviews, participants were positive about screening for social risks in the hospital ward setting and the majority indicated a preference for self-completion.  Conclusion: Differences in the disclosure of social risks according to self- versus assisted-completion were small, suggesting that either method could be used. Most carers expressed a preference for self- completion, which is therefore recommended as the ideal mode for such data collection for Australian pediatric inpatient settings.  Trial registration: Australia New Zealand Clinical Trial Registry ( www.anzctry.org.au ; #ACTRN12620001326987; date of registration 8 December 2020). What is Known: • Most evidence on screening of social risks in pediatric inpatient settings is from the USA. • Little is known about disclosure of social risks in countries with universal health care and social welfare. What is New: • Disclosure of social risks was similar for electronic compared with face-to-face screening. • Carers preferred electronic completion over face-to-face completion.
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  • 文章类型: Journal Article
    背景:社会风险在财务资源最少的癌症幸存者中很常见;然而,很少有人知道诊断时患病率随年龄的不同而不同,尽管年轻的幸存者收入和财富相对较低。
    方法:作者使用了底特律癌症幸存者研究(ROCS)黑色癌症幸存者队列中3703名参与者的数据。参与者自我报告了几种形式的社会风险,包括粮食不安全,住房不稳定,公用事业关闭,由于费用或缺乏交通而得不到护理,在他们家附近感到不安全。改良的泊松模型用于估计诊断时按年龄划分的社会风险的患病率比率和95%置信区间(CI)。控制人口统计,社会经济,和癌症相关因素。
    结果:总体而言,35%的参与者报告至少有一种社会风险,17%的人报告了两种或两种以上的风险。社会风险患病率在20-39岁的年轻人中最高(47%),其次是40-54岁的年轻人(43%)。55-64岁(38%),65岁及以上(24%;趋势p<.001)。与诊断时年龄在65岁及以上的幸存者相比,对于20-39岁的幸存者,任何社会风险的校正患病率为1.75(95%CI,1.42-2.16),40-54岁幸存者1.76(95%CI,1.52-2.03),诊断时55-64岁的幸存者为1.41(95%CI,1.23-1.60)。观察到个体社会风险和经历两个或更多风险的类似关联。
    结论:在这个黑人癌症幸存者人群中,社会风险与诊断时的年龄呈负相关.在年轻的成年和中年的诊断应被视为社会风险的风险因素,并应在工作中优先考虑减少癌症对财务脆弱的癌症幸存者的财务影响。
    BACKGROUND: Social risks are common among cancer survivors who have the fewest financial resources; however, little is known about how prevalence differs by age at diagnosis, despite younger survivors\' relatively low incomes and wealth.
    METHODS: The authors used data from 3703 participants in the Detroit Research on Cancer Survivors (ROCS) cohort of Black cancer survivors. Participants self-reported several forms of social risks, including food insecurity, housing instability, utility shut-offs, not getting care because of cost or lack of transportation, and feeling unsafe in their home neighborhood. Modified Poisson models were used to estimate prevalence ratios and 95% confidence intervals (CIs) of social risks by age at diagnosis, controlling for demographic, socioeconomic, and cancer-related factors.
    RESULTS: Overall, 35% of participants reported at least one social risk, and 17% reported two or more risks. Social risk prevalence was highest among young adults aged 20-39 years (47%) followed by those aged 40-54 years (43%), 55-64 years (38%), and 65 years and older (24%; p for trend < .001). Compared with survivors who were aged 65 years and older at diagnosis, adjusted prevalence ratios for any social risk were 1.75 (95% CI, 1.42-2.16) for survivors aged 20-39 years, 1.76 (95% CI, 1.52-2.03) for survivors aged 40-54 years, and 1.41 (95% CI, 1.23-1.60) for survivors aged 55-64 years at diagnosis. Similar associations were observed for individual social risks and experiencing two or more risks.
    CONCLUSIONS: In this population of Black cancer survivors, social risks were inversely associated with age at diagnosis. Diagnosis in young adulthood and middle age should be considered a risk factor for social risks and should be prioritized in work to reduce the financial effects of cancer on financially vulnerable cancer survivors.
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  • 文章类型: Journal Article
    在人类受试者研究开始之前,评估研究参与的风险和收益是标准做法。尽管在参与研究期间跟踪不良事件是常规的,从参与者那里收集他们认为有什么好处的信息并不常见。我们对参与性健康研究的241名男男性行为者的社会风险和参与益处进行了纵向追踪,以改善参与者的体验并增强对参与者注册和参加随访动机的理解。在返回至少一次随访的参与者中(n=217,90%),大多数(n=185,85%)报告了参与产生的积极后果。负面社会后果的报道很少见,和所有有关的污名化的反应,从某人了解参与者的参与性健康研究。更好地识别研究参与带来的积极和消极后果可能会改善研究人员的设计方式,招募,并进行研究。
    Assessment of risks and benefits of study participation is standard practice preceding the initiation of human subjects research. Although tracking adverse events during research participation is routine, collecting information from participants about what they perceive as benefits is less common. We longitudinally tracked social risks and benefits of participation among a cohort of 241 men who have sex with men participating in a sexual health study to improve participants\' experiences and enhance understanding of participant motivations to enroll and attend follow-up. Of the participants who returned for at least one follow-up visit (n = 217, 90%), most (n = 185, 85%) reported positive consequences resulting from participation. Reporting of negative social consequences was rare, and all concerned a stigmatized reaction from someone learning about the participant\'s involvement in a sexual health study. Better identification of both positive and negative consequences resulting from research participation may improve how researchers design, recruit, and conduct research.
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  • 文章类型: Journal Article
    地区层面的社会健康决定因素(SDoH)和个人层面的社会风险是不同的,然而,地区层面的措施经常被用作个人层面社会风险的代理。这项研究评估了人口统计学因素是否与接受个体层面社会风险筛查的患者相关。筛查社会风险呈阳性的百分比,在以社区为基础的卫生中心的全国性网络中,SDoH与患者报告的社会风险之间的关联。
    使用多水平逻辑回归分析了2021年1,330,201名健康中心就诊患者的电子健康记录数据。患者特征之间的关联,筛选收据,并对社会风险进行积极的筛查(例如,粮食不安全,住房不稳定,运输不安全)进行了评估。三种常用的SDoH度量的预测能力(区域剥夺指数,社会剥夺指数,还评估了物质社区剥夺指数)在识别个人层面的社会风险方面的作用。
    在接受社会风险筛查的244,155名(18%)患者中,61,414(25.2%)筛查阳性。性,种族/民族,语言偏好,和付款人与社会风险筛查和阳性相关。在筛查和阳性方面都观察到了显著的卫生系统水平变化,社会风险筛查的组内相关系数为0.55,阳性相关系数为0.38。三种区域级SDoH测量精度较低,灵敏度,和用于预测个人社会需求的曲线下面积。
    区域级SDoH措施可能会提供有关患者居住社区的宝贵信息。然而,政策制定者,医疗保健管理员,研究人员在使用区域级别的不良SDoH措施来识别个人级别的社会风险时应谨慎行事。
    UNASSIGNED: Area-level social determinants of health (SDoH) and individual-level social risks are different, yet area-level measures are frequently used as proxies for individual-level social risks. This study assessed whether demographic factors were associated with patients being screened for individual-level social risks, the percentage who screened positive for social risks, and the association between SDoH and patient-reported social risks in a nationwide network of community-based health centers.
    UNASSIGNED: Electronic health record data from 1,330,201 patients with health center visits in 2021 were analyzed using multilevel logistic regression. Associations between patient characteristics, screening receipt, and screening positive for social risks (e.g., food insecurity, housing instability, transportation insecurity) were assessed. The predictive ability of three commonly used SDoH measures (Area Deprivation Index, Social Deprivation Index, Material Community Deprivation Index) in identifying individual-level social risks was also evaluated.
    UNASSIGNED: Of 244,155 (18%) patients screened for social risks, 61,414 (25.2%) screened positive. Sex, race/ethnicity, language preference, and payer were associated with both social risk screening and positivity. Significant health system-level variation in both screening and positivity was observed, with an intraclass correlation coefficient of 0.55 for social risk screening and 0.38 for positivity. The three area-level SDoH measures had low accuracy, sensitivity, and area under the curve when used to predict individual social needs.
    UNASSIGNED: Area-level SDoH measures may provide valuable information about the communities where patients live. However, policymakers, healthcare administrators, and researchers should exercise caution when using area-level adverse SDoH measures to identify individual-level social risks.
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  • 文章类型: Clinical Trial Protocol
    背景:越来越多的证据将健康的社会决定因素(SDOH)与儿童健康结果联系起来,促使儿科医生在初级保健就诊时筛查和转诊不良SDOH。然而,迄今为止,几乎没有证据表明基于实践的SDOH筛查和转诊干预措施对增加家庭对资源的参与的有效性。这项混合2型有效性实施试验旨在证明低接触实施策略的非劣效性,以促进现有SDOH筛查和转诊系统(WECARE)的传播,并证明其在各种儿科实践中的有效性和可持续性。
    方法:我们通过两个基于儿科实践的研究网络,在美国14个州招募了18个儿科实践。对于此阶梯式楔形簇RCT,实践在常规护理阶段作为自己的控制,并在干预阶段通过两种随机实施策略之一实施WECARE:自我指导,预先录制的网络研讨会与研究团队促进,现场网络研讨会。我们在实践中收集数据,临床医生/工作人员,和父级别,以评估基于Proctor实施研究概念模型的结果。我们使用广义混合效应模型和比例差异来比较按实施策略划分的资源推荐率,和意向治疗分析,以比较参加常规护理的家庭与新资源的参与几率我们关心的阶段。
    结论:本试验的结果可能有助于决定将SDOH筛查系统更广泛地传播到美国不同的儿科实践中,并可能将不良SDOH对儿童和家庭的影响降至最低。
    Growing evidence linking social determinants of health (SDOH) to child health outcomes has prompted widespread recommendations for pediatricians to screen and refer for adverse SDOH at primary care visits. Yet there is little evidence to date demonstrating the effectiveness of practice-based SDOH screening and referral interventions on increasing family engagement with resources. This hybrid type 2 effectiveness-implementation trial aims to demonstrate the non-inferiority of a low-touch implementation strategy in order to facilitate dissemination of an existing SDOH screening and referral system (WE CARE) and demonstrate its effectiveness and sustainability in various pediatric practices.
    We recruited eighteen pediatric practices in fourteen US states through two pediatric practice-based research networks. For this stepped wedge cluster RCT, practices serve as their own controls during the Usual Care phase and implement WE CARE during the intervention phase via one of two randomized implementation strategies: self-directed, pre-recorded webinar vs. study team-facilitated, live webinar. We collect data at practice, clinician/staff, and parent levels to assess outcomes grounded in the Proctor Conceptual Model of Implementation Research. We use generalized mixed effects models and differences in proportions to compare rates of resource referrals by implementation strategy, and intention-to-treat analysis to compare odds of engagement with new resources among families enrolled in the Usual Care vs. WE CARE phases.
    Findings from this trial may inform decisions about broader dissemination of SDOH screening systems into a diverse spectrum of pediatric practices across the US and potentially minimize the impact of adverse SDOH on children and families.
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