Difference-Making Pathways to Frailty Through Social Factors: A Configurational Analysis.

IF 4.6 2区 医学 Q1 GERONTOLOGY Gerontologist Pub Date : 2024-06-01 DOI:10.1093/geront/gnad173
Chava Pollak, Joe Verghese, Helena M Blumen
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Abstract

Background and objectives: Social disconnection is highly prevalent in older adults and is associated with frailty. It is unclear which aspects of social disconnection are most associated with frailty, which ones are difference-making, and which combination of social factors are directly linked to frailty.

Research design and methods: We conducted a secondary coincidence analysis (CNA) of 1,071 older adults from the Rush Memory and Aging Project (mean age 79.3 ± 7.1; 75.8% female) to identify combinations of social factors that are difference-making for frailty. We included 7 demographic (e.g., age, sex, socioeconomic status) and structural (e.g., social network), functional (e.g., social support, social activity), and quality (e.g., loneliness) aspects of social connection. An established cut score of 0.2 on a frailty index was used to define frailty as the outcome.

Results: CNA produced 46 solution models for the presence of frailty in the data set. The top-scoring model was underfit, leaving a final complex solution path for frailty with the highest fit-robustness score that met the fit parameter cutoffs. We found that the combination of loneliness, low social activity, and older age was present 82% of the time when frailty was present.

Discussion and implications: The combination of loneliness, social activity, and old age is difference-making for frailty, and supports the inclusion of social factors in frailty prevention and intervention. Further research is needed in diverse data sets to better understand the interrelationships between the 3 aspects of social connection and frailty.

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通过社会因素导致虚弱的差异形成途径:配置分析。
背景和目的:社会脱节在老年人中非常普遍,并且与虚弱有关。目前还不清楚哪些方面的社会脱节与虚弱最相关,哪些方面的社会脱节会造成差异,以及哪些社会因素的组合与虚弱直接相关:我们对拉什记忆与老龄化项目(Rush Memory and Aging Project)中的 1071 名老年人(平均年龄为 79.3 ± 7.1 岁;75.8% 为女性)进行了二次巧合分析(CNA),以确定哪些社会因素的组合会导致虚弱。我们纳入了社会联系的 7 个人口统计学方面(如年龄、性别、社会经济地位)、结构方面(如社会网络)、功能方面(如社会支持、社会活动)和质量方面(如孤独感)。虚弱指数的切分分数为 0.2,将虚弱定义为结果:结果:CNA 针对数据集中存在的虚弱问题生成了 46 个解决方案模型。得分最高的模型拟合度较低,最终留下了一条复杂的解决虚弱问题的路径,其拟合-稳健性得分最高,且符合拟合参数临界值。我们发现,在 82% 的情况下,孤独、社交活动少和年龄大是导致虚弱的原因:讨论与启示:孤独、社交活动少和年龄大这三者的结合会对虚弱产生影响,并支持将社会因素纳入虚弱的预防和干预中。要想更好地了解社会联系的三个方面与虚弱之间的相互关系,还需要对不同的数据集进行进一步研究。
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来源期刊
Gerontologist
Gerontologist GERONTOLOGY-
CiteScore
11.00
自引率
8.80%
发文量
171
期刊介绍: The Gerontologist, published since 1961, is a bimonthly journal of The Gerontological Society of America that provides a multidisciplinary perspective on human aging by publishing research and analysis on applied social issues. It informs the broad community of disciplines and professions involved in understanding the aging process and providing care to older people. Articles should include a conceptual framework and testable hypotheses. Implications for policy or practice should be highlighted. The Gerontologist publishes quantitative and qualitative research and encourages manuscript submissions of various types including: research articles, intervention research, review articles, measurement articles, forums, and brief reports. Book and media reviews, International Spotlights, and award-winning lectures are commissioned by the editors.
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