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Neighborhood Built Environments and Social Inclusion Among Older Adults with Memory Problems: A Caregiver Survey. 有记忆问题的老年人的社区建筑环境与社会包容:一项照顾者调查。
IF 3.2 2区 医学 Q1 GERONTOLOGY Pub Date : 2025-12-14 DOI: 10.1093/geront/gnaf303
Seokyung Park, Xi Chen, Wenjin Wang, Samuel D C Towne, Xuemei Zhu, Chanam Lee, Marcia G Ory

Background and objectives: Population aging underscores the need for a comprehensive understanding of the multi-level factors that support aging in place. Physical environments are closely linked to social environments, and caregivers often observe how these environmental features shape the everyday experience of people with memory problems. This study examines how caregivers' perceptions of neighborhood built environments are associated with their perceptions of the social inclusion of people with memory problems in communities.

Research design and methods: A statewide survey was conducted in Texas, involving 95 caregivers of individuals with memory problems (defined as having significant memory impairment that impacts daily functioning). Descriptive statistics summarized neighborhood characteristics and caregivers' perception of the community's social inclusion. Logistic regression predicted two target outcomes of social inclusion for people with memory problems: (1) respect and support and (2) intergenerational exchange (e.g., age-integrated social interactions).

Results: For neighborhood characteristics, legibility-related environmental features were more commonly present than those related to accessibility or safety. For social inclusion, caregivers perceived positive community respect and support for people with memory problems but limited intergenerational interaction. Legibility of neighborhood environments was positively associated with caregivers' perceptions of respect and support for people with memory problems, while accessibility was associated with intergenerational exchange.

Discussion and implications: The findings underscore the role and potential of neighborhood environments for improving social inclusion for people living with memory problems. They suggest that improving legibility and accessibility of neighborhood environments can foster respect and social support and intergenerational exchanges central to aging in place.

背景和目的:人口老龄化强调了全面了解支持老龄化的多层次因素的必要性。物理环境与社会环境密切相关,护理人员经常观察这些环境特征如何塑造有记忆问题的人的日常经历。本研究探讨了照顾者对社区建筑环境的看法如何与他们对社区中有记忆问题的人的社会包容的看法相关联。研究设计和方法:在德克萨斯州进行了一项全州范围的调查,涉及95名有记忆问题(定义为有严重的记忆障碍,影响日常功能)的护理人员。描述性统计总结了社区特征和照顾者对社区社会包容的感知。Logistic回归预测了记忆障碍患者社会包容的两个目标结果:(1)尊重和支持;(2)代际交换(如年龄融合的社会互动)。结果:对于社区特征,易读性相关的环境特征比可达性或安全性相关的环境特征更常见。在社会包容方面,照顾者对有记忆问题的人有积极的社区尊重和支持,但代际互动有限。社区环境的易读性与照顾者对有记忆问题的人的尊重和支持的看法呈正相关,而可达性与代际交流有关。讨论和启示:研究结果强调了社区环境在改善有记忆问题的人的社会包容方面的作用和潜力。他们认为,改善社区环境的易读性和可达性可以促进尊重、社会支持和代际交流,这对老年人至关重要。
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引用次数: 0
Employee Background Check Policies in Long-Term Care Facilities in the United States. 美国长期护理机构的员工背景调查政策。
IF 3.2 2区 医学 Q1 GERONTOLOGY Pub Date : 2025-12-14 DOI: 10.1093/geront/gnaf306
Gulrukh Mehboob, Brian Kaskie, Hari Sharma

Background and objectives: Employee background checks can help protect older adults in long-term care facilities. The National Background Check Program (NBCP) offers federal support to strengthen employee background check systems. Yet, regulations on provider requirements, disqualifying offenses, and administrative processes differ across states. We examine differences between NBCP (N = 27) and non-NBCP (N = 23) states across three domains: (1) types of LTC providers required to conduct background checks (2) disqualifying offenses considered by each state, and (3) processes used to administer background checks. We also assess regulatory changes across these domains from 2005 to 2024 across all 50 states.

Research design and methods: We conducted policy surveillance of state regulations on employee background check programs applicable to individuals seeking work at long-term care facilities. Our sample includes all 50 states, with 27 receiving an NBCP grant. We assess current regulations across three policy domains and review how these regulations have evolved since 2005, when the NBCP pilot program was initiated.

Results: NBCP states have expanded background check regulations to include a broader range of long-term care providers and disqualifying offenses following the grant. However, minimal differences were observed between the two groups in background check processes such as fingerprinting and registry reviews.

Discussion and implications: While many NBCP states have adopted measures like disqualifying offenses and RAP back systems, their overall impact on hiring practices, F-tags and quality of care remains uncertain.

背景和目的:员工背景调查可以帮助保护长期护理机构中的老年人。国家背景调查计划(NBCP)为加强雇员背景调查系统提供联邦支持。然而,关于提供者要求、取消资格的违法行为和行政程序的规定在各州有所不同。我们在三个领域研究了NBCP (N = 27)和非NBCP (N = 23)州之间的差异:(1)进行背景调查所需的LTC提供者类型;(2)每个州考虑的取消资格犯罪;(3)用于管理背景调查的流程。我们还评估了所有50个州从2005年到2024年在这些领域的监管变化。研究设计和方法:我们对适用于在长期护理机构寻找工作的个人的员工背景调查计划的国家法规进行了政策监督。我们的样本包括所有50个州,其中27个州获得了NBCP拨款。我们评估了三个政策领域的现行法规,并回顾了自2005年NBCP试点项目启动以来这些法规的演变情况。结果:NBCP各州扩大了背景调查规定,包括更广泛的长期护理提供者和取消资格的违法行为。然而,在指纹和注册表审查等背景调查过程中,两组之间的差异很小。讨论和影响:虽然许多NBCP州已经采取了诸如取消资格违规和RAP系统等措施,但它们对招聘实践、f标签和护理质量的总体影响仍不确定。
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引用次数: 0
Prevalence of sexual and gender minority (SGM) affirmative policies in long-term care facilities in Minnesota. 明尼苏达州长期护理机构中性和性别少数群体(SGM)平权政策的普遍程度。
IF 3.2 2区 医学 Q1 GERONTOLOGY Pub Date : 2025-12-14 DOI: 10.1093/geront/gnaf290
Tetyana P Shippee, Andrew Alberth, Rajean Moone, Jason Flatt, Ziwei Zhang, Nidhi Kohli, Morgan Wright, Carrie Henning-Smith, Sean Cahill, B R Simon Rosser

Background and objectives: Sexual and gender minority (SGM) older adults are more likely to use long-term care (LTC) than their cisgender, heterosexual counterparts. However, LTC settings may lack SGM-affirming policies necessary for inclusive care. This study analyzed the prevalence of SGM-affirming policies in nursing homes (NH) and assisted living facilities (ALF) in Minnesota and examined differences across facility characteristics.

Research design and methods: A survey was conducted across 165 NH and 266 ALF in Minnesota. Facilities were assessed by their explicit inclusion of 28 SGM-affirmative policies, like nondiscrimination and training policies, with a mean index score calculated to determine the overall prevalence of affirming policies. Differences by facility type (NH vs ALF), location (rural vs. urban), ownership (non-profit vs. for-profit), and religious affiliation (religious vs. secular) were assessed in multinomial logistic regression. Latent class analysis compared lower (n = 244) and higher (n = 153) performers across facility characteristics.

Results: Across LTC facilities, there was an average of 11.30 SGM-affirming policies out of 28 policies assessed. Lower performing facilities reported fewer SGM-affirming policies (mean = 7.34) than higher performing facilities (mean = 17.24). No significant differences in policy prevalence were found between NH and ALF; between rural and urban facilities or by ownership status. However, striving facilities were more likely to be secular than religious.

Discussion and implications: The prevalence of SGM-affirming policies was distributed binomially, suggesting facilities fall within two categories (lower performers and high performers). Efforts should focus on adopting SGM-affirmative policies across all LTC facilities to ensure equitable and inclusive care for SGM older adults.

背景和目的:性少数和性别少数(SGM)老年人比他们的顺性别、异性恋同龄人更有可能使用长期护理(LTC)。然而,LTC设置可能缺乏包容性护理所必需的sgm确认政策。本研究分析了明尼苏达州养老院(NH)和辅助生活设施(ALF)中sgm肯定政策的流行情况,并检查了设施特征之间的差异。研究设计和方法:对明尼苏达州165个NH和266个ALF进行了调查。对设施的评估是根据其明确包含28项sgm平权政策,如非歧视和培训政策,并计算出平均指数得分,以确定平权政策的总体流行程度。在多项逻辑回归中评估了设施类型(NH vs ALF)、位置(农村vs城市)、所有权(非营利vs营利性)和宗教信仰(宗教vs世俗)的差异。潜在类别分析比较了不同设施特征的较低(n = 244)和较高(n = 153)表演者。结果:在整个LTC设施中,在评估的28项政策中,平均有11.30项支持sgm的政策。表现较差的设施报告的sgm确认政策(平均= 7.34)比表现较好的设施(平均= 17.24)少。在政策流行度上,国家和地区没有显著差异;城乡设施之间或按所有制地位。然而,奋斗设施更可能是世俗的,而不是宗教的。讨论和影响:肯定sgm政策的流行是二项分布的,表明设施分为两类(低绩效和高绩效)。努力的重点应是在所有LTC设施中采用支持SGM的政策,以确保为SGM老年人提供公平和包容性的护理。
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引用次数: 0
Shaping and Reinforcing Personal Views of Aging Among Older Adults: The Role of Non-Kin Social Interactions. 塑造和强化老年人的个人老龄化观:非亲属社会互动的作用。
IF 3.2 2区 医学 Q1 GERONTOLOGY Pub Date : 2025-12-14 DOI: 10.1093/geront/gnaf299
Rita Xiaochen Hu, Alexandra Crampton

Background and objectives: Older adults' personal views of aging (VoA) can shape health and well-being outcomes. This study explores how non-kin social interactions within a Continuing Care Retirement Community (CCRC) influence the development and reinforcement of personal VoA before and during the COVID-19 pandemic.

Research design and methods: This qualitative study was nested within an ongoing ethnographic project in a midwestern U.S. CCRC. Data included 22 resident interviews contextualized by two months of ethnographic fieldwork and participant observation. Interviews and field notes were analyzed using thematic analysis to explore how non-kin social interactions affect the multidimensional aspects of VoA, including losses and growth in physical functioning, cognitive abilities, and socio-emotional experiences.

Results: Findings show that non-kin interactions played a dual role in buffering against and reinforcing negative VoA. They buffered residents by replenishing social networks, reducing isolation, encouraging health behaviors, and fostering solidarity. At the same time, peer and staff interactions reminded residents of decline and death, reinforcing stereotypes and leading to othering and patronizing behaviors. These dynamics mirror prior studies yet highlight the unique salience of non-kin ties in CCRCs. The timing of data collection suggests that the pandemic amplified rather than fundamentally altered the benefits and risks of peer influence on VoA.

Discussion and implications: Personal VoA is multidimensional and sensitive to social environments. Friendships and non-kin ties are pivotal in shaping how older adults interpret their own aging, with potential to both promote and undermine positive VoA and well-being.

背景和目的:老年人对老龄化的个人看法可以影响健康和福祉的结果。本研究探讨了在COVID-19大流行之前和期间,持续护理退休社区(CCRC)内的非亲属社会互动如何影响个人VoA的发展和强化。研究设计和方法:本定性研究嵌套在美国中西部CCRC正在进行的人种学项目中。数据包括22位居民访谈,这些访谈是通过两个月的人种学田野调查和参与者观察而形成的。访谈和实地记录采用专题分析方法进行分析,以探讨非亲属社会互动如何影响VoA的多维方面,包括身体功能、认知能力和社会情感体验的丧失和增长。结果:研究结果表明,非亲缘相互作用具有缓冲和强化负性VoA的双重作用。他们通过补充社会网络、减少孤立、鼓励健康行为和促进团结来缓冲居民。与此同时,同伴和工作人员的互动使居民想起衰落和死亡,强化了陈规定型观念,并导致他人和居高临下的行为。这些动态反映了先前的研究,但强调了非亲属关系在ccrc中的独特显著性。数据收集的时机表明,大流行放大了而不是从根本上改变了同行对VoA影响的益处和风险。讨论与启示:个人VoA是多维的,对社会环境很敏感。友谊和非亲属关系在塑造老年人如何看待自己的衰老方面至关重要,既可能促进也可能破坏积极的VoA和幸福感。
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引用次数: 0
Predicting and explaining social isolation: Insights from an interpretable machine learning model in ageing populations. 预测和解释社会隔离:来自老龄化人口中可解释机器学习模型的见解。
IF 3.2 2区 医学 Q1 GERONTOLOGY Pub Date : 2025-12-13 DOI: 10.1093/geront/gnaf297
Sicheng Li, Kyle Lam, Jianing Qiu, Ya Fang

Background and objectives: Social isolation affects one in four people and is associated with adverse health outcomes, yet accurate social isolation risk prediction models remain lacking. This study develops and validates an interpretable machine learning (ML) approach to predict social isolation and identify key predictors among middle-aged and older adults in China.

Research design and methods: Training data came from the China Health and Retirement Longitudinal Study. Baseline data from 2011 included 12,785, 12,323, and 11,590 participants for the 2-, 4-, and 7-year prediction models. External validation used data from the China Family Panel Studies 2010, 2012, and 2016. Five ML algorithms were used to construct prediction models with 283 candidate predictors. SHapley Additive exPlanations explained the feature importance. Classic logistic regression and restricted cubic spline (RCS) explored potential causal associations.

Results: In the development phase, the Gradient Boosting Machine (GBM) achieved the best performance across 2-, 4-, and 7-year models (AUC-ROC = 0.767, 0.729, and 0.749). In the external validation, the GBM had AUC-ROC with 0.649 and 0.678 for the 2- and 7-year prediction models. Age, monthly non-food consumption, and net primary residence value were consistently identified as the top predictors. Environmental exposures (greenness exposure, rainy days) and community environment (convenience stores, out-migrants) also emerged as important predictors. RCS analysis revealed non-linear associations between these external factors and social isolation.

Discussion and implications: With multimodal data, our best-performing model GBM outperformed existing models for identifying social isolation risk. The interpretability of our model highlights actionable and potentially reversible targets, especially at a community and environmental level.

背景和目的:社会孤立影响四分之一的人,并与不良健康结果有关,但仍然缺乏准确的社会孤立风险预测模型。本研究开发并验证了一种可解释的机器学习(ML)方法,用于预测中国中老年人的社会隔离,并确定关键预测因素。研究设计与方法:训练数据来源于中国健康与退休纵向研究。2011年的基线数据包括2年、4年和7年预测模型的12,785、12,323和11,590名参与者。外部验证使用了2010年、2012年和2016年中国家庭小组研究的数据。使用5种ML算法构建具有283个候选预测因子的预测模型。SHapley加法解释解释了特征的重要性。经典逻辑回归和限制三次样条(RCS)探讨了潜在的因果关系。结果:在开发阶段,梯度增强机(GBM)在2年、4年和7年模型中表现最佳(AUC-ROC = 0.767、0.729和0.749)。在外部验证中,GBM 2年和7年预测模型的AUC-ROC分别为0.649和0.678。年龄、每月非食物消费和净主要住宅价值一直被认为是最重要的预测因素。环境暴露(绿色暴露,雨天)和社区环境(便利店,外来移民)也成为重要的预测因素。RCS分析显示,这些外部因素与社会孤立之间存在非线性关联。讨论和影响:通过多模态数据,我们的最佳表现模型GBM在识别社会隔离风险方面优于现有模型。我们模型的可解释性突出了可操作和潜在可逆的目标,特别是在社区和环境层面。
{"title":"Predicting and explaining social isolation: Insights from an interpretable machine learning model in ageing populations.","authors":"Sicheng Li, Kyle Lam, Jianing Qiu, Ya Fang","doi":"10.1093/geront/gnaf297","DOIUrl":"https://doi.org/10.1093/geront/gnaf297","url":null,"abstract":"<p><strong>Background and objectives: </strong>Social isolation affects one in four people and is associated with adverse health outcomes, yet accurate social isolation risk prediction models remain lacking. This study develops and validates an interpretable machine learning (ML) approach to predict social isolation and identify key predictors among middle-aged and older adults in China.</p><p><strong>Research design and methods: </strong>Training data came from the China Health and Retirement Longitudinal Study. Baseline data from 2011 included 12,785, 12,323, and 11,590 participants for the 2-, 4-, and 7-year prediction models. External validation used data from the China Family Panel Studies 2010, 2012, and 2016. Five ML algorithms were used to construct prediction models with 283 candidate predictors. SHapley Additive exPlanations explained the feature importance. Classic logistic regression and restricted cubic spline (RCS) explored potential causal associations.</p><p><strong>Results: </strong>In the development phase, the Gradient Boosting Machine (GBM) achieved the best performance across 2-, 4-, and 7-year models (AUC-ROC = 0.767, 0.729, and 0.749). In the external validation, the GBM had AUC-ROC with 0.649 and 0.678 for the 2- and 7-year prediction models. Age, monthly non-food consumption, and net primary residence value were consistently identified as the top predictors. Environmental exposures (greenness exposure, rainy days) and community environment (convenience stores, out-migrants) also emerged as important predictors. RCS analysis revealed non-linear associations between these external factors and social isolation.</p><p><strong>Discussion and implications: </strong>With multimodal data, our best-performing model GBM outperformed existing models for identifying social isolation risk. The interpretability of our model highlights actionable and potentially reversible targets, especially at a community and environmental level.</p>","PeriodicalId":51347,"journal":{"name":"Gerontologist","volume":" ","pages":""},"PeriodicalIF":3.2,"publicationDate":"2025-12-13","publicationTypes":"Journal Article","fieldsOfStudy":null,"isOpenAccess":false,"openAccessPdf":"","citationCount":null,"resultStr":null,"platform":"Semanticscholar","paperid":"145751922","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
Demographic predictors of caregiving and caregiver stress: Results from the HCHS/SOL sociocultural ancillary study. 照顾和照顾者压力的人口统计学预测因素:来自HCHS/SOL社会文化辅助研究的结果。
IF 3.2 2区 医学 Q1 GERONTOLOGY Pub Date : 2025-12-12 DOI: 10.1093/geront/gnaf296
Lourdes R Guerrero, Wassim Tarraf, Yijia Xue, Justin Topete, Jasmine Kaduthodil, Youngmee Kim, Frank J Penedo, Maria Llabre, Christina Cordero, Amber Pirzada, Martha Daviglus, Linda C Gallo, Hector M Gonzalez

Background and objectives: Family caregiving is common in US Hispanic/Latino populations. Using the Sociocultural Stress and Coping Model framework, we examined the prevalence, duration and reported stress levels of caregivers from different heritage groups in the Hispanic Community Health Study/Study of Latinos (unweighted-n = 5,313).

Research design and methods: We generated target population specific prevalence and mean estimates of study variables and compared between those who reported caregiving and those who did not. Then, for care providers, we generated prevalence and mean estimates of study variables by Hispanic/Latino heritage. Lastly, we fit a series of survey generalized linear models to examine the associations between the proposed variables and the outcomes reflecting caregiving and caregiving experiences.

Results: Nearly 2-in-5 individuals in our study were involved in caregiving. In models adjusting for demographic covariates, participants of Mexican heritage were most likely to report caregiving for others but were less likely to report caregiving for more than 6-months. Older age and foreign-birth were linked to increased odds ratios of providing care. On average, Central Americans and Puerto Ricans reported higher levels of stress associated with caregiving.

Discussion and implications: Understanding the nuanced characteristics of caregivers from varying Hispanic/Latino heritage groups can facilitate the development of tailored caregiver interventions to address stress associated with being a caregiver and its impact on health.

背景和目的:家庭护理在美国西班牙裔/拉丁裔人群中很常见。使用社会文化压力和应对模型框架,我们检查了西班牙裔社区健康研究/拉丁裔研究(未加权n = 5,313)中来自不同遗产群体的照顾者的患病率、持续时间和报告的压力水平。研究设计和方法:我们产生了目标人群特定的患病率和研究变量的平均估计值,并比较了那些报告照顾和没有照顾的人。然后,对于护理提供者,我们根据西班牙/拉丁裔血统生成研究变量的患病率和平均值估计。最后,我们拟合了一系列的调查广义线性模型,以检验所提出的变量与反映照顾和照顾经验的结果之间的关系。结果:在我们的研究中,近五分之二的人参与了照顾。在调整人口统计协变量的模型中,墨西哥血统的参与者最有可能报告照顾他人,但不太可能报告照顾超过6个月。年龄较大和在国外出生与提供护理的优势比增加有关。平均而言,中美洲和波多黎各人报告了与照顾相关的更高水平的压力。讨论和启示:了解来自不同西班牙裔/拉丁裔遗产群体的照顾者的细微特征可以促进量身定制的照顾者干预措施的发展,以解决与作为照顾者相关的压力及其对健康的影响。
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引用次数: 0
Hearing screening for healthy ageing: The UK should take a targeted approach. 健康老龄化的听力筛查:英国应该采取有针对性的方法。
IF 3.2 2区 医学 Q1 GERONTOLOGY Pub Date : 2025-12-10 DOI: 10.1093/geront/gnaf295
Jack Stancel-Lewis, Tom Dening, Eithne Heffernan, Adrian C Davis, Helen Henshaw

Hearing loss affects an estimated 18 million UK adults and is the third leading cause of years lived with disability worldwide. Hearing loss diminishes quality of life, activities of daily living, mental health, and negatively impacts the economy. When left unaddressed, hearing loss exacerbates health inequalities and is associated with an increased risk of developing dementia. Hearing loss and dementia frequently co-occur and have overlapping risk factors. People from disadvantaged backgrounds typically access hearing and memory services at a more progressed stage of their conditions. Early intervention is essential to mitigate negative effects and reduce disease burden. Universal adult hearing screening is not currently recommended by the UK National Screening Committee, despite evidence of cost-effectiveness and international recommendations. We argue that the UK should adopt targeted, risk-stratified screening that prioritises those at greatest risk of dementia and people in deprived communities, where unmet need is highest. Such an approach is practical, equitable, and consistent with the Governments' prevention and personalised care agenda set out in the 10-year Health Plan for England. We outline the evidence, discuss implementation pathways, and call on policymakers to commission a targeted, risk-stratified adult hearing screening pilot. A successful programme would address unmet need, reduce inequalities, and further inform global debates on hearing screening strategies.

听力损失影响了大约1800万英国成年人,是世界范围内导致残疾的第三大原因。听力损失会降低生活质量、日常生活活动、心理健康,并对经济产生负面影响。如果不加以解决,听力损失会加剧健康不平等,并与患痴呆症的风险增加有关。听力损失和痴呆经常同时发生,并且具有重叠的危险因素。来自弱势背景的人通常在病情发展的较晚阶段获得听力和记忆服务。早期干预对于减轻负面影响和减轻疾病负担至关重要。尽管有证据表明具有成本效益和国际建议,但英国国家筛查委员会目前并未推荐普遍的成人听力筛查。我们认为,英国应该采取有针对性的、风险分层的筛查,优先考虑那些患痴呆症风险最高的人,以及那些未满足需求最高的贫困社区的人。这种做法切实可行、公平,符合政府在《英格兰十年保健计划》中提出的预防和个性化护理议程。我们概述了证据,讨论了实施途径,并呼吁决策者委托进行有针对性的、风险分层的成人听力筛查试点。一个成功的规划将解决未满足的需求,减少不平等现象,并进一步为关于听力筛查战略的全球辩论提供信息。
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引用次数: 0
An Exploratory Semantic Analysis of Age-Related Stereotypes in OpenAI's GPT 4o Model. OpenAI GPT 40模型中年龄相关刻板印象的探索性语义分析
IF 3.2 2区 医学 Q1 GERONTOLOGY Pub Date : 2025-12-08 DOI: 10.1093/geront/gnaf291
Wan Hong, Moon Choi

Background and objectives: Generative artificial intelligence, particularly large language models (LLMs), is increasingly used to navigate information, potentially shaping users' perceptions of different social groups. This study examines age-related stereotypes in LLM-generated text using natural language processing (NLP) techniques.

Research design and methods: To ensure neutrality, extensive pilot testing was conducted to craft a prompt that did not elicit bias yet generated coherent responses. The final prompt, "Describe the personality of a [AGE]-year-old person," was used with OpenAI's GPT-4o API in February 2025, varying AGE from 10 to 90 in 10-year increments. The analysis was guided by the Stereotype Content Model, which assesses social cognition along two key dimensions: warmth (sociability, morality) and competence (ability, assertiveness). Scores were quantified using sentence embeddings.

Results: Text similarity and stereotype content analyses revealed three age clusters, with older adults showing the most internal consistency. Descriptions of individuals aged 60 and above featured relatively higher warmth but lower competence compared to younger groups. Notably, positive assertiveness terms were rarely used to describe older adults.

Discussion and implications: Findings suggest that GPT-4o may embed subtle age-related stereotypes, even when using largely positive language. These patterns potentially influence user perceptions through repeated exposure. Future research should investigate the mechanisms behind these biases and explore mitigation strategies to promote more age-inclusive AI-generated content.

背景和目标:生成式人工智能,特别是大型语言模型(llm),越来越多地用于导航信息,潜在地塑造用户对不同社会群体的看法。本研究使用自然语言处理(NLP)技术检验法学硕士生成文本中与年龄相关的刻板印象。研究设计和方法:为了确保中立性,进行了广泛的试点测试,以制作一个不会引起偏见但又能产生连贯反应的提示。2025年2月,OpenAI的gpt - 40 API使用了最后一个提示“描述一个[年龄]岁的人的性格”,将年龄从10岁改为90岁,以10年为单位递增。该分析以刻板印象内容模型为指导,该模型从两个关键维度评估社会认知:温暖(社交能力、道德)和能力(能力、自信)。使用句子嵌入对分数进行量化。结果:文本相似性和刻板印象内容分析揭示了三个年龄组,其中老年人表现出最内在的一致性。与年轻群体相比,60岁及以上个体的描述表现出相对较高的热情,但较低的能力。值得注意的是,积极自信的词汇很少用于描述老年人。讨论和启示:研究结果表明,gpt - 40可能嵌入微妙的与年龄相关的刻板印象,即使在使用大部分积极的语言时也是如此。这些模式通过反复暴露可能会影响用户的感知。未来的研究应调查这些偏见背后的机制,并探索缓解策略,以促进更包容年龄的人工智能生成内容。
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引用次数: 0
Health Challenges of Older Women Following Attempted Intimate Partner Homicide. 亲密伴侣谋杀未遂后老年妇女的健康挑战。
IF 3.2 2区 医学 Q1 GERONTOLOGY Pub Date : 2025-12-08 DOI: 10.1093/geront/gnaf287
Hila Avieli

Background and objectives: While some research exists on women who have survived attempted intimate partner homicide (IPH), studies focusing on survivors aged 60 and older and how they cope with health concerns remain scarce. Guided by intersectionality as a theoretical framework, this study examined older women's experiences of managing their health in the aftermath of surviving a violent attack by a male partner, considering how intersecting identities such as age, gender, and survivorship shape their health-related challenges. The insights gained could inform targeted interventions and policies to address this population's unique vulnerabilities and care needs.

Research design and methods: Interpretative phenomenological analysis methodology was used to conduct in-depth, semi-structured interviews with nine older women who had survived an attempted IPH. A purposeful sampling strategy was employed to identify women who had been legally or medically classified as survivors of attempted intimate partner homicide and self-identified as such. The interviews, guided by an interview guide, were recorded, transcribed verbatim, and analyzed to elicit the main themes.

Results: Three themes emerged from the participants' narratives: (1) The ripple effect of the injury, (2) Reduced access to formal and informal health-related support systems, and (3) Limited financial resources for recovery needs.

Discussion and implications: The interplay of chronic health conditions, minimal support networks, and financial constraints highlights how advancing age, traumatic histories, and systemic healthcare gaps are mutually exacerbating. These findings underscore the value of integrated, age-conscious, and trauma-informed services and theoretical frameworks that address the complete spectrum of older survivors' healthcare needs.

背景和目标:虽然有一些关于试图杀害亲密伴侣(IPH)的幸存妇女的研究,但针对60岁及以上幸存者以及她们如何应对健康问题的研究仍然很少。以交叉性作为理论框架为指导,本研究考察了老年妇女在遭受男性伴侣暴力袭击后的健康管理经验,并考虑了年龄、性别和幸存者等交叉身份如何影响她们在健康方面的挑战。所获得的见解可以为有针对性的干预措施和政策提供信息,以解决这一人群独特的脆弱性和护理需求。研究设计和方法:采用解释性现象学分析方法对9名尝试IPH后幸存的老年妇女进行深入的半结构化访谈。采用了一种有目的的抽样策略,以确定在法律上或医学上被归类为企图杀害亲密伴侣的幸存者并自我认定为幸存者的妇女。在采访指南的指导下,采访被记录下来,逐字抄写,并进行分析,以引出主要主题。结果:从参与者的叙述中出现了三个主题:(1)伤害的连锁反应;(2)获得正式和非正式健康支持系统的机会减少;(3)用于恢复需求的财政资源有限。讨论和影响:慢性健康状况、最小支持网络和财务限制的相互作用突出了年龄增长、创伤史和系统性医疗保健差距是如何相互加剧的。这些发现强调了综合的、有年龄意识的、创伤知情的服务和理论框架的价值,这些服务和理论框架可以解决老年幸存者医疗保健需求的全部问题。
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引用次数: 0
Cognitive Labor and the Older Learner: A Feminist Perspective on Intellectual Work in Later Life. 认知劳动与老年学习者:晚年智力劳动的女性主义视角。
IF 3.2 2区 医学 Q1 GERONTOLOGY Pub Date : 2025-12-06 DOI: 10.1093/geront/gnaf289
Diana Amundsen

This conceptual article advances a feminist gerontological perspective on the intellectual and emotional labor of older adults-particularly women. Building on theories of invisible labor, care ethics, and adult learning, the paper argues that unpaid, informal knowledge work (e.g., caregiving, mentoring, volunteering, community education) constitutes a form of cognitive labor that is persistently under-acknowledged in aging and education discourse. The analysis highlights the gendered dimensions of later-life learning, contending that older women act as vital yet unrecognized intellectual actors in family and community life. Through a critical synthesis of literature across gerontology, feminist theory, and adult education, the article proposes a new framework for recognizing and valuing intellectual contributions of older learners beyond formal institutions. By documenting this perspective, the paper challenges deficit narratives of aging, stimulates dialog about the ethical and political stakes of recognizing cognitive labor, and identifies directions for future research and policy to advance gerontological scholarship.

这篇概念性的文章提出了一个老年女性主义的观点,研究老年人尤其是女性的智力和情感劳动。在无形劳动、护理伦理和成人学习理论的基础上,本文认为无报酬、非正式的知识工作(如护理、指导、志愿服务、社区教育)构成了一种认知劳动形式,在老龄化和教育话语中一直未得到充分承认。该分析强调了晚年学习的性别维度,认为老年妇女在家庭和社区生活中扮演着至关重要但尚未得到承认的智力角色。通过对老年学、女性主义理论和成人教育文献的批判性综合,本文提出了一个新的框架,以认识和评估正规机构之外的老年学习者的智力贡献。通过记录这一观点,本文挑战了衰老的缺陷叙述,激发了关于认识认知劳动的伦理和政治利害关系的对话,并确定了未来研究和政策的方向,以推进老年学学术。
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引用次数: 0
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Gerontologist
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