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Establishing and Affirming Social Connections: Recruiting Non-Hispanic Black Adults with Type 2 Diabetes. 建立并确认社会联系:招募患有 2 型糖尿病的非西班牙裔黑人成年人。
IF 1.7 4区 医学 Q2 NURSING Pub Date : 2024-06-01 Epub Date: 2024-01-04 DOI: 10.1177/10547738231216530
Debra A Neblett, Laurie Kennedy-Malone

The underrepresentation of non-Hispanic Black adults in clinical research impacts the generalizability and usefulness of research findings. The purpose of this article is to discuss recruitment strategies used in a research study examining the self-care of diabetes and diabetes distress in non-Hispanic Black adults with type 2 diabetes. In this cross-sectional correlation study, the participants were non-Hispanic Black adults with type 2 diabetes living in North Carolina. A questionnaire collected sociodemographic and clinical characteristics. This study was analyzed using descriptive statistics. In total, 512 individuals accessed the online survey. After data screening, 275 participants were used for data analysis. Sixteen recruitment sites provided letters of support, and 13 were active in the recruitment process. Most participants learned about the research study via social media. Social connections resulting in recruitment partners and using social media supported the successful recruitment. The recruitment strategies implemented can inform researchers of effective evidence-based recruitment strategies to increase the participation of non-Hispanic Black adults in clinical research.

非西班牙裔黑人成年人在临床研究中的代表性不足影响了研究结果的普遍性和实用性。本文旨在讨论一项研究中使用的招募策略,该研究考察了非西班牙裔黑人成年 2 型糖尿病患者的糖尿病自我护理和糖尿病困扰。在这项横断面相关性研究中,参与者是居住在北卡罗来纳州的非西班牙裔 2 型糖尿病黑人成人患者。调查问卷收集了社会人口学和临床特征。本研究采用描述性统计方法进行分析。共有 512 人参与了在线调查。经过数据筛选,275 名参与者被用于数据分析。16 个招募网站提供了支持信,13 个网站积极参与了招募过程。大多数参与者是通过社交媒体了解到这项研究的。通过社交关系建立的招募合作伙伴以及社交媒体的使用为成功招募提供了支持。所实施的招募策略可为研究人员提供有效的循证招募策略,以提高非西班牙裔黑人成年人对临床研究的参与度。
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引用次数: 0
Are We Missing the Mark? Understanding Health Literacy in A Rural-Border Hospital. 我们错失良机了吗?了解一家农村边境医院的健康素养。
IF 1.7 4区 医学 Q2 NURSING Pub Date : 2024-06-01 Epub Date: 2024-01-27 DOI: 10.1177/10547738231221861
Shiloh A Williams, Mary Martin, Leslie C Hussey, Maria Ojeda, Beverly Carlson, Maria Keckler

Low health literacy (LHL) significantly impacts patients' ability to participate actively in their healthcare. Registered nurses (RNs) play a crucial role in identifying LHL and addressing patient knowledge gaps and skill deficits. This correlational study examined the relationship between RNs' predictions of patients' health literacy levels (HLL) and the actual HLL of a predominately Hispanic patient population. In addition, personal factors (i.e., demographics) were analyzed to determine their influence on the nurse's predictions and patients' HLL. Data were collected from 84 participant patient-nurse couplets admitted to a medical-surgical unit in a rural setting located on the United States-Mexico border. In addition to demographic information collected via survey, RNs were asked to predict their patient's health literacy abilities while the Newest Vital Sign, a health literacy assessment tool, was deployed to determine the actual HLL of patients participating in the study. Data were analyzed using descriptive statistics, t-tests, and chi-square tests while a Spearman correlational model was used to examine the relationship between predicted HLL and actual HLL. Finally, a logistic regression model was used to analyze the relationship between personal factors and HL data for RNs and patients. Analysis of the data revealed that RNs consistently overestimated patients' abilities, as evidenced by the disparity between patients' actual HLL (mean 1.71) and predicted HLL (mean 4.26) by RNs, with a moderately strong positive relationship (rs = .418). Notably, higher academic preparation and years of experience did not enhance the RNs' ability to identify LHL while the highest level of education completed was the only statistically significant predictor of adequate health literacy in the patient population sampled. These findings emphasize the need to prioritize effective health literacy education in RN academic preparation and clinical practice to support the detection of LHL when a standardized health literacy assessment tool is not utilized in the clinical setting. By recognizing the presence of LHL, healthcare professionals can better support patients' needs and bridge the knowledge gap, ultimately improving patient outcomes.

低健康素养(LHL)严重影响了患者积极参与医疗保健的能力。注册护士(RNs)在识别 LHL 和解决患者知识差距和技能缺陷方面发挥着至关重要的作用。这项相关性研究考察了注册护士对患者健康素养水平(HLL)的预测与以西班牙裔患者为主的实际 HLL 之间的关系。此外,还分析了个人因素(即人口统计学),以确定其对护士预测和患者健康素养水平的影响。研究人员从位于美国与墨西哥边境的一个农村地区内科外科病房的 84 名参与研究的病人-护士对联中收集了数据。除了通过调查收集人口信息外,还要求护士预测病人的健康素养能力,同时使用健康素养评估工具 Newest Vital Sign 来确定参与研究的病人的实际健康素养水平。使用描述性统计、t 检验和卡方检验对数据进行分析,同时使用斯皮尔曼相关模型来检验预测 HLL 与实际 HLL 之间的关系。最后,使用逻辑回归模型分析了护士和患者的个人因素与 HL 数据之间的关系。数据分析显示,护士一直高估了患者的能力,患者的实际 HLL(平均值 1.71)与护士预测的 HLL(平均值 4.26)之间的差距就证明了这一点,两者之间存在中等强度的正相关关系(rs = .418)。值得注意的是,较高的学历和工作年限并没有提高护士识别 LHL 的能力,而最高学历是抽样调查的患者群体中唯一具有统计学意义的充分健康素养预测指标。这些发现强调,当临床环境中没有使用标准化的健康素养评估工具时,有必要在护士的学术准备和临床实践中优先考虑有效的健康素养教育,以支持对 LHL 的检测。通过识别 LHL 的存在,医护人员可以更好地满足患者的需求,缩小知识差距,最终改善患者的治疗效果。
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引用次数: 0
Unveiling the Strong Black Woman Schema-Evolution and Impact: A Systematic Review. 揭开黑人女强人模式的面纱--演变与影响:系统回顾。
IF 1.7 4区 医学 Q2 NURSING Pub Date : 2024-06-01 Epub Date: 2024-03-04 DOI: 10.1177/10547738241234425
Ashley K Parks, Laura L Hayman

The Strong Black Woman (SBW) schema is described as a statue of unrelenting strength, resilience, and self-sufficiency, serving as a shield of protection and cultural adaptation to suppress and control manifestations of racial and gender oppression. Stemming from superwoman syndrome, a conceptual model exploring the multifactorial roles women hold and their impact, the SBW extends beyond gender roles to the sociopolitical context of the Black woman's lived experience. Endorsement of the SBW posits risk for health disparities including stress, anxiety, depression, and obesity. This review was conducted to explore the SBW schema and experiences of Black women who endorse it, to delineate how Black women describe themselves in relation to the SBW persona, and to inform further inquiry, nursing practice, and clinical approaches to improving health outcomes of this population. A systematic review of qualitative studies was conducted with a literature search from CINAHL, APA PsycINFO, MEDLINE, PubMed, and SocINDEX databases yielding seven relevant papers for this analysis. Studies using the superwoman schema and the SBW schema with participants who identified as Black women were included in the review. Consistent with the SBW phenomenon, many participants described examples and consequences of being an SBW. While most women identified with SBW, not all endorsed the persona entirely, challenging its ideal and reinforcing positive self-care. Themes include (a) Strength by nature, not choice, (b) Suppressed emotion, (c) Success over everything, and (d) Prioritizing others over self. Additional emerging themes are also included. Black women increasingly recognize the negative impacts of the SBW schema, pinpointing how their internal feelings manifest in their external world. The conceptual framework itself is an anomaly, incongruently impacting both the mental and physical health of Black women, further contributing to the long-term health and sociopolitical disparities that Black women experience. Simply acknowledging and understanding these experiences by healthcare practitioners are not enough to prevent or eliminate the risks involved with the endorsement of the SBW schema but rather intentionally addressing these as a contributing social determinant of health that predisposes them to long-term chronic conditions.

黑人女强人(SBW)模式被描述为一尊不屈不挠、坚韧不拔和自给自足的雕像,充当保护和文化适应的盾牌,以压制和控制种族和性别压迫的表现形式。SBW 源自女超人综合症,这是一个探索妇女所扮演的多因素角色及其影响的概念模型,它超越了性别角色,延伸到黑人妇女生活经历的社会政治背景。对 SBW 的认可预示着健康差异的风险,包括压力、焦虑、抑郁和肥胖。本综述旨在探索黑人妇女的 SBW 模式和认可 SBW 模式的黑人妇女的经历,描述黑人妇女如何描述自己与 SBW 角色的关系,并为进一步的调查、护理实践和临床方法提供信息,以改善这一人群的健康状况。通过对 CINAHL、APA PsycINFO、MEDLINE、PubMed 和 SocINDEX 数据库中的文献进行检索,我们对定性研究进行了系统性回顾,并在此基础上对七篇相关论文进行了分析。采用女超人模式和 SBW 模式并将黑人女性作为研究对象的研究被纳入综述。与 SBW 现象一致,许多参与者描述了成为 SBW 的例子和后果。虽然大多数女性都认同 "小性工作者",但并非所有女性都完全赞同这一角色,她们对其理想提出了质疑,并加强了积极的自我保健。主题包括:(a)天生坚强,而不是选择;(b)压抑情感;(c)成功高于一切;(d)优先考虑他人而不是自己。还包括其他新出现的主题。黑人妇女越来越认识到 "小我 "模式的负面影响,明确了她们的内在情感是如何在外部世界中表现出来的。这一概念框架本身就是一种反常现象,不协调地影响着黑人妇女的身心健康,进一步加剧了黑人妇女在健康和社会政治方面的长期不平等。医疗保健从业人员仅仅承认和理解这些经历不足以预防或消除认可 SBW 模式所涉及的风险,而是要有意识地将这些经历作为健康的社会决定因素加以解决,因为这些经历使她们容易患上长期慢性病。
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引用次数: 0
Understanding Refugees Health Experiences in Host Countries: Three Theoretical Perspectives. 了解难民在东道国的健康经历:三种理论视角。
IF 1.7 4区 医学 Q2 Nursing Pub Date : 2024-06-01 Epub Date: 2024-05-30 DOI: 10.1177/10547738241253655
Yana D Gepshtein, Jung-Ah Lee, Dawn T Bounds, Candace W Burton

Healthcare providers working with forcefully displaced populations often have limited knowledge and skills regarding the care of this population. The reasons are twofold. First, most of the research on refugee health does not consider refugees' adaptive skills, diversity of experiences, and daily life context. Second, healthcare providers' knowledge of how the sociopolitical environment shapes health research and practice in the context of refugee care is often limited. This work aims to specify gaps in refugee healthcare and research by applying a relational approach to three theoretical frameworks. The relational approach supports a pragmatic, in-depth understanding of healthcare practices by shifting the focus of the inquiry from description of social structures toward exploration of processes and relations that propagate and sustain such structures. The focus is on the threefold interaction between refugees, healthcare providers, and healthcare institutions. The three theoretical frameworks are as follows: First, using concepts from the Theory of Practice by Bourdieu, we examine how gaps in care can result from a mismatch between the dispositions and skills that refugees develop through life experience and the cultural-professional practices of healthcare providers in host countries. Second, the Cultural Determinants of Help Seeking by Saint Arnault is applied to posit that gaps in care can result from differences in the meanings that healthcare providers and refugees assign to their interactions. Finally, we use the concept of Othering as described in nursing by Canales to explain how power dynamics inherent in the interaction between refugees and healthcare systems can affect refugee healthcare and research. This relational approach helps to elucidate some of the culture-bound mechanisms of health maintenance and help-seeking and brings attention to the sociopolitical context that shapes the way we care to refugees.

为被迫流离失所者提供服务的医疗服务提供者往往对这类人群的护理知识和技能掌握有限。原因有两个方面。首先,大多数关于难民健康的研究都没有考虑到难民的适应能力、经历的多样性以及日常生活背景。其次,医疗服务提供者对社会政治环境如何影响难民护理方面的健康研究和实践的了解往往有限。这项工作旨在通过在三个理论框架中应用关系方法,明确难民医疗保健和研究中存在的差距。关系法通过将研究重点从描述社会结构转向探索传播和维持这种结构的过程和关系,支持对医疗保健实践进行务实、深入的理解。重点是难民、医疗服务提供者和医疗机构之间的三重互动。三个理论框架如下:首先,利用布迪厄(Bourdieu)的《实践理论》(Theory of Practice)中的概念,我们研究了难民在生活经历中形成的处置方式和技能与东道国医疗服务提供者的文化-专业实践之间的不匹配如何导致医疗差距。其次,我们运用圣阿尔诺(Saint Arnault)的《寻求帮助的文化决定因素》(Cultural Determinants of Help Seeking)理论,假设医疗服务提供者与难民之间的互动意义不同,可能导致医疗服务的差距。最后,我们使用卡纳莱斯在护理学中描述的 "他者化 "概念来解释难民与医疗保健系统之间互动中固有的权力动态如何影响难民医疗保健和研究。这种关系方法有助于阐明一些与文化相关的健康维护和寻求帮助的机制,并使人们注意到影响我们对难民的护理方式的社会政治背景。
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引用次数: 0
Caring for the Older Transgender Adults: Social, Nursing, and Medical Challenges. 照顾老年变性成人:社会、护理和医疗挑战。
IF 1.7 4区 医学 Q2 Nursing Pub Date : 2024-06-01 Epub Date: 2024-02-10 DOI: 10.1177/10547738241231054
Charalampos Milionis, Ioannis Ilias, Stella Olga Milioni, Evaggelia Venaki, Eftychia Koukkou

Aging is a challenging process for people with gender nonconformity. Indeed, the older transgender population faces several disparities in accessing and using health care and social support services. Furthermore, the clinical management of gender transition in later life is empirical since clear research evidence is lacking. This paper aimed to present the problems encountered by older transgender adults in their access to social support and health care and to propose insightful solutions to address them both from a social and medical/nursing perspective. Trans elders face profound disparities in health and social care due to factors associated with limited accessibility to health services, social restrictions, administrative failures, and physical vulnerabilities. The medical treatment of older transgender adults also needs a careful approach to achieve satisfying gender affirmation without clinically significant risks. The potential induction of hormone-sensitive malignancies and the provocation of major adverse vascular events are the main concerns. Gender transition in older adults without a prior history of following gender-affirming therapy is challenging due to biological factors related to advanced age. Caring for elderly trans people unfolds at multiple levels. International organizations and governmental bodies should address the underprivileged status of elderly transgender people by creating and implementing inclusive policies. Safe and respectful clinical and residential environments and the formation of clearer medical guidelines could meet the unique needs of older trans adults. Care providers must advocate for their patients and be equipped to provide safe and effective services.

对于性别不一致者来说,老龄化是一个充满挑战的过程。事实上,老年变性人在获取和使用医疗保健和社会支持服务方面面临着一些差异。此外,由于缺乏明确的研究证据,晚年性别转换的临床管理是经验性的。本文旨在介绍老年变性人在获得社会支持和医疗保健方面遇到的问题,并从社会和医疗/护理的角度提出有见地的解决方案来解决这些问题。由于获得医疗服务的机会有限、社会限制、行政失误和身体脆弱性等相关因素,变性老年人在医疗和社会护理方面面临着巨大的差异。对老年变性人的医疗治疗也需要采取谨慎的方法,以实现令人满意的性别确认,同时又不存在临床上的重大风险。可能诱发对激素敏感的恶性肿瘤和引发重大不良血管事件是主要的关注点。由于与高龄有关的生理因素,对于没有接受过性别确认治疗的老年人来说,性别转换具有挑战性。对老年变性人的照顾涉及多个层面。国际组织和政府机构应通过制定和实施包容性政策,解决老年变性人的弱势地位问题。安全、受尊重的临床和居住环境,以及制定更明确的医疗指南,可以满足老年变性人的独特需求。医疗服务提供者必须为患者辩护,并具备提供安全有效服务的能力。
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引用次数: 0
Poverty and Disability: A State-Level Geospatial Analysis. 贫困与残疾:州级地理空间分析。
IF 1.7 4区 医学 Q2 Nursing Pub Date : 2024-06-01 Epub Date: 2024-05-21 DOI: 10.1177/10547738241249834
Patricia R Lawrence, Raeda K Anderson

Individuals with disabilities are a growing yet understudied population. Nurses are in a prime position to address social determinants of health (SDOH), which is defined as the conditions in which people work, live, and learn that affect health. SDOH are largely responsible for the health inequities seen among individuals with disabilities. The purpose of this study was to explore the relationships between state-level poverty rates and state-level social determinants, such as housing, education, employment, health, and health care for adults with disabilities using geospatial, state-level data. This secondary data analysis used national data from the 2021 American Community Survey. Data on state poverty rates and rates of particular social determinants were used to examine differences between high- and low-poverty states for adults with disabilities. Rates, rather than numbers of adults with disabilities in poverty, were used to control for state size. The median poverty rate (27.8%) for adults with disabilities was used to create a dichotomous variable for low-poverty (n = 26) and high-poverty (n = 25) states. Independent samples t-tests were used to compare geospatial and SDOH data to understand differences between high- and low-poverty states. More adults with disabilities, regardless of race, live in high-poverty states, particularly those with ambulatory and cognitive disabilities. Adults with disabilities residing in low-poverty states have higher employment rates and more private insurance coverage. More adults with disabilities in high-poverty states smoke, live in mobile homes, and are less educated. Using an SDOH lens in caring for individuals with disabilities helps nurses better understand how economic stability, education, health, health care access, the built environment, and the community, rather than individual factors, impact the health of adults with disabilities. To improve the health of disabled persons, nurses must have a greater awareness of the influence that social determinants have on health for individuals with disabilities. Nurse training programs must build disability cultural competence into nursing curricula. Universal screening for SDOH, particularly for individuals with disabilities residing in high-poverty states, is pivotal for the best chance of improving the health and well-being of individuals with disabilities.

残障人士是一个不断增长但研究不足的群体。护士在解决健康的社会决定因素(SDOH)方面处于首要地位,SDOH 的定义是影响人们健康的工作、生活和学习条件。SDOH 在很大程度上造成了残障人士在健康方面的不平等。本研究旨在利用州级地理空间数据,探讨州级贫困率与州级社会决定因素(如残疾成年人的住房、教育、就业、健康和医疗保健)之间的关系。这项二手数据分析使用了 2021 年美国社区调查的全国数据。各州的贫困率和特定社会决定因素的比率数据被用来研究高贫困率州和低贫困率州之间成年残疾人的差异。为了控制州的大小,使用了贫困率而不是贫困成年残疾人的人数。成年残疾人贫困率的中位数(27.8%)被用来创建低贫困州(n = 26)和高贫困州(n = 25)的二分变量。独立样本 t 检验用于比较地理空间数据和 SDOH 数据,以了解高贫困州和低贫困州之间的差异。居住在高贫困州的成年残疾人(不分种族)更多,尤其是那些有行动障碍和认知障碍的成年残疾人。居住在低贫困州的成年残疾人就业率更高,私人保险覆盖面更广。在高贫困州,有更多的成年残疾人吸烟、居住在活动房屋中,并且受教育程度较低。在护理残疾人士时使用 SDOH 透视镜有助于护士更好地了解经济稳定性、教育、健康、医疗保健的获取、建筑环境和社区(而非个人因素)是如何影响成年残疾人的健康的。为了改善残疾人的健康状况,护士必须进一步认识到社会决定因素对残疾人健康的影响。护士培训计划必须将残疾文化能力纳入护理课程。普及 SDOH 筛查,尤其是对居住在贫困州的残疾人进行筛查,是改善残疾人健康和福祉的最佳机会。
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引用次数: 0
Social Determinants of Health are Associated with Coping of Informal Caregivers of Adults with Heart Failure. 健康的社会决定因素与心力衰竭成人非正规照顾者的应对能力有关。
IF 1.7 4区 医学 Q2 Nursing Pub Date : 2024-06-01 Epub Date: 2024-01-30 DOI: 10.1177/10547738231223790
Austin Matus, Ryan Quinn, Michael A Stawnychy, Gladys Thomas, Miatta Goba, Jenna Garo, Deborah Gordon, Barbara Riegel

We explored the influence of social determinants of health (SDH) risk on stress and coping style in heart failure (HF) caregivers. In this cross-sectional study, data from 250 caregivers were analyzed. Multivariable linear regression analyses were performed to determine the extent to which SDH risk (measured using a modified PRAPARE tool (National Association of Community Health Centers), range 0-22) predicted stress (Perceived Stress Scale, 0-56) and coping style (active (0-45), avoidance (0-30), and minimization (0-30)) while accounting for caregiver burden (HF Caregiver Questionnaire (HF-CQ) 0-100). Multivariable regression analysis with backwards elimination variable selection approach was used to identify which SDH risk factors best predicted coping styles. SDH risk was significantly associated with avoidance and minimization coping styles. Each unit increase in SDH risk was associated with an increase of 0.6 ± 0.2 units (p = .0008) in avoidance and 0.7 ± 0.2 units (p < .0001) in minimization coping style. Race and "supporting others" significantly predicted avoidance coping style; scores were 3.3 ± 0.8 units greater for caregivers who were not White (p < .0001) and 1.4 ± 0.5 units greater (p < .01) for each additional person whom they supported. Race significantly predicted minimization coping style; scores were 4.4 ± 0.7 units greater for caregivers who were not White (p < .0001). Caregivers with higher SDH risk may avoid and minimize to cope with caregiving challenges.

我们探讨了健康的社会决定因素(SDH)风险对心力衰竭(HF)护理人员的压力和应对方式的影响。在这项横断面研究中,我们分析了 250 名护理人员的数据。我们进行了多变量线性回归分析,以确定 SDH 风险(使用改良的 PRAPARE 工具(全国社区卫生中心协会)测量,范围 0-22)对压力(感知压力量表,0-56)和应对方式(积极(0-45)、回避(0-30)和最小化(0-30))的预测程度,同时考虑到护理人员的负担(高频护理人员问卷(HF-CQ)0-100)。采用逆淘汰变量选择法进行多变量回归分析,以确定哪些 SDH 风险因素最能预测应对方式。SDH 风险与回避和最小化应对方式明显相关。SDH 风险每增加一个单位,回避和最小化应对方式就分别增加 0.6 ± 0.2 个单位(p = 0.0008)和 0.7 ± 0.2 个单位(p p p p)。
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引用次数: 0
An Integrative Review of Social Determinants of Glycemic Targets Achievement in Adults with Type 2 Diabetes in the United States. 美国 2 型糖尿病成人血糖目标实现的社会决定因素综合评述》。
IF 1.7 4区 医学 Q2 Nursing Pub Date : 2024-06-01 Epub Date: 2024-01-28 DOI: 10.1177/10547738231223577
Bootan Hasan Ahmed, Joachim G Voss, Nicholas Schiltz, Ahmed A Naif, Suebsarn Ruksakulpiwat, Stephanie Griggs

Several individual social determinants of health have been identified as significant factors contributing to achieving glycemic targets (glycated hemoglobin < 7). However, it remains unclear how these social variables individually or collectively contribute to glycemic targets among adults with type 2 diabetes (T2D) in the United States (U.S.) The purpose of the current integrative review (IR) was to describe and synthesize findings from studies on social determinants of glycemic target achievement in adults with T2D in the U.S. and integrate them into the United States Department of Health and Human Services Conceptual Framework. The databases searched included PubMed, CINAHL Plus with Full Text, Medline with Full Text [EBSCO], Google Scholar, bibliography, and hand searching. A total of 948 records were identified. After excluding duplicates and irrelevant studies based on inclusion and exclusion criteria through title, abstract, and full-text screening, 13 studies were finally included in this IR. The results revealed that race/ethnicity, economic access and stability, educational access and quality, healthcare access and quality, neighborhood and built environment, and social and community context contribute to glycemic target achievement among adult patients with T2D in the U.S. Integrating findings from key studies on social determinants of glycemic health may contribute to developing interventions aimed at reducing and eventually eradicating health disparities for individuals with and at risk for T2D in the U.S.

一些个人健康的社会决定因素已被确认为有助于实现血糖目标(糖化血红蛋白)的重要因素。
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引用次数: 0
A Psychological Examination of the Status Syndrome and Its Application for Promoting Well-Being. 状态综合症的心理学研究及其在促进福祉方面的应用。
IF 1.7 4区 医学 Q2 Nursing Pub Date : 2024-06-01 Epub Date: 2024-02-13 DOI: 10.1177/10547738241231044
Laura Cristina Rodríguez-González, Paula Beatriz Repetto

The status syndrome proposed by Marmot is located at the closest level of influence within the Social Determinants of Health (SDH) framework, connecting the body's response to the mental states that arise from the subjective experience of social status. Marmot defines these psychological states through concepts of autonomy and social integration articulated in the Capability Approach (CA). These elements are further explored and expanded upon with the Self-Determination Theory (SDT), an empirically based framework with an extensive tradition of practical application. This lays the groundwork not only for understanding what makes a social environment conducive to well-being but also for shedding light on ways to promote it. The article goes beyond theoretical discussions by introducing a structured model based on the principles of the SDT for health promotion interventions. The model emphasizes the importance of providing a supportive atmosphere and is organized into four distinct phases aimed at aligning interventions with individual motivations, and cultural contexts. Ultimately, the goal is to engage individuals to actively participate in their own well-being while addressing the complexities associated with social inequalities in developed societies.

马默特提出的地位综合征位于健康的社会决定因素(SDH)框架中最接近的影响层面,将身体的反应与社会地位的主观体验所产生的心理状态联系起来。马默特通过能力方法(Capability Approach,CA)中阐述的自主和社会融合概念来定义这些心理状态。自我决定理论(SDT)是一个以经验为基础的框架,具有广泛的实际应用传统,对这些要素进行了进一步的探讨和扩展。这不仅为理解什么是有利于幸福的社会环境奠定了基础,也为阐明促进幸福的方法奠定了基础。这篇文章超越了理论讨论,介绍了基于 SDT 原则的健康促进干预结构化模型。该模式强调了提供支持性氛围的重要性,并分为四个不同的阶段,旨在使干预措施与个人动机和文化背景相一致。最终目标是让个人积极参与自身的健康,同时解决发达社会中与社会不平等相关的复杂问题。
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引用次数: 0
Prediction of Positive Patient Health Questionnaire-2 Screening Using Area Deprivation Index in Primary Care. 利用基层医疗中的地区贫困指数预测患者健康问卷-2 筛选阳性结果。
IF 1.7 4区 医学 Q2 Nursing Pub Date : 2024-06-01 Epub Date: 2024-05-27 DOI: 10.1177/10547738241252887
Martha Duarte, Mayra Salamanca, Juan M Gonzalez, Roberto Roman Laporte, Karina Gattamorta, Fernando Enrique Lopez Martinez, John Clochesy, Juan Carlos Rincon Acuna

Depression is recognized as a significant public health issue in the United States. The National Survey on Drug Use and Health reports that 21.0 million adults aged 18 or older had major depressive disorder in 2020, including 14.8 million experiencing a major depressive episode with severe impairment. The aim is to predict the positivity of Patient Health Questionnaire-2 (PHQ-2) outcomes among patients in primary care settings by analyzing a range of variables, including socioeconomic status, demographic characteristics, and health behaviors, thereby identifying those at increased risk for depression. Employing a machine learning approach, the study utilizes retrospective data from electronic health records across 15 primary care clinics in South Florida to explore the relationship between social determinants of health (SDoH), including area of deprivation index (ADI) and PHQ-2 positivity. The study encompasses 15 primary care clinics located in South Florida, where a diverse patient population receives care. Analysis included 94,572 patient visits; 74,636 records were included in the study. If a zip+4 was not available or an ADI score did not exist, the visit was not included in the final analysis. Screening involved the PHQ-2, assessing depressed mood and anhedonia, with a cutoff >2 indicating positive screening. ADI was used to assess SDoH by matching patients' residential postal codes to ADI national percentiles. Demographics, sexual history, tobacco use, caffeine intake, and community involvement were also evaluated in the study. Over 40 machine learning algorithms were explored for their accuracy in predicting PHQ-2 outcomes, using software tools including Scikit-learn and stats models in Python. Variables were normalized, scored, and then subjected to predictive regression models, with Random Forest showing outstanding performance. Feature engineering and correlation analysis identified ADI, age, education, visit type, coffee intake, and marital status as significant predictors of PHQ-2 positivity. The area under the curve and model accuracies varied across clinics, with specific clinics showing higher predictive accuracy and others (p > .05). The study concludes that the ADI, as a proxy for SDoH, alongside other individual factors, can predict PHQ-2 positivity. Health organizations can use this information to anticipate health needs and resource allocation.

抑郁症是美国公认的重大公共卫生问题。美国全国药物使用和健康调查报告显示,2020 年有 2,100 万 18 岁或以上的成年人患有重度抑郁症,其中 1,480 万人经历过重度抑郁发作,并伴有严重损伤。该研究旨在通过分析一系列变量,包括社会经济状况、人口特征和健康行为,预测初级医疗机构中患者的患者健康问卷-2(PHQ-2)结果的阳性率,从而识别出抑郁症高危人群。该研究采用机器学习方法,利用南佛罗里达州 15 家初级保健诊所电子健康记录中的回顾性数据,探讨健康的社会决定因素(SDoH),包括贫困地区指数(ADI)和 PHQ-2 阳性之间的关系。这项研究涵盖了位于南佛罗里达州的 15 家初级保健诊所,在这些诊所接受治疗的病人群体多种多样。分析包括 94,572 次患者就诊;74,636 份记录被纳入研究。如果没有 zip+4 或 ADI 分数,则该就诊记录不纳入最终分析。筛查包括 PHQ-2,评估抑郁情绪和失乐症,分界线大于 2 表示筛查阳性。通过将患者的居住地邮政编码与 ADI 全国百分位数进行匹配,使用 ADI 评估 SDoH。研究还对人口统计学、性史、烟草使用、咖啡因摄入量和社区参与情况进行了评估。研究人员使用包括 Scikit-learn 和 Python 统计模型在内的软件工具,探索了 40 多种机器学习算法在预测 PHQ-2 结果方面的准确性。对变量进行标准化、评分,然后对其进行预测回归模型,其中随机森林模型表现突出。特征工程和相关性分析发现,ADI、年龄、教育程度、就诊类型、咖啡摄入量和婚姻状况是 PHQ-2 阳性的重要预测因素。不同诊所的曲线下面积和模型准确性各不相同,特定诊所的预测准确性高于其他诊所(P > .05)。研究得出结论,ADI 作为 SDoH 的替代指标,与其他个体因素一起,可以预测 PHQ-2 阳性率。医疗机构可以利用这一信息来预测健康需求和资源分配。
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Clinical Nursing Research
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