Pfeifer Valeria A, Jordan Kayden, Davis Trish, Grilli Matthew D, Mehl Matthias R
Department of Psychology, University of Arizona, Tucson, Arizona, USA.
Department of Data Science, Harrisburg University of Science and Technology, Harrisburg, Pennsylvania, USA.
Gerontology. 2025;71(5):388-399. doi: 10.1159/000545481. Epub 2025 Apr 1.
Individuals' construals of aging capture how they think of aging, and what aging well means to them. Assessing such construals is important for understanding attitudes toward aging and, ultimately, how to tailor personalized aging well interventions to an individual.
We analyzed 100 younger adults (YAs)' and 92 older adults (OAs)' spoken narratives of what aging well means to them using two language analysis approaches, closed-vocabulary, word count analysis via Linguistic Inquiry and Word Count (LIWC) and open-vocabulary, word co-occurrence analysis via topic modeling.
YAs' and OAs' spoken narratives differed in both word and topic use. YAs used more words related to physical aspects, more tentative language, and expressed themselves via higher status language (clout), while OAs used authentic language, i-talk, and words related to work, home, family, and religion. Topic modeling complemented the LIWC analyses and showed that YAs primarily discussed topics of bodily and cognitive decline and strategies of preventing aging, conveying concerns about, and negative stereotypes of aging. OAs topicalized family reflections, openness to new experiences, and their social engagement, signaling a more positive outlook on (continued) aging.
Our complimentary word count and word co-occurrence language analyses of aging well construals revealed stark differences between YAs' and OAs' perceptions of aging well, which raise important questions about intergenerational exchanges and communications about aging more broadly. Further, we found that aging construals of OAs are useful for estimating their future outlook, an important aspect of resilience against cognitive decline and possible entry point for targeted precision aging interventions.
个体对衰老的理解反映了他们如何看待衰老以及对他们来说如何才算优雅变老。评估这种理解对于理解人们对衰老的态度以及最终如何为个体量身定制个性化的优雅变老干预措施至关重要。
我们使用两种语言分析方法,对100名年轻人(YAs)和92名老年人(OAs)关于对他们来说如何才算优雅变老的口头叙述进行了分析。一种是通过语言查询与字数统计工具(LIWC)进行的封闭词汇、字数分析,另一种是通过主题建模进行的开放词汇、词共现分析。
年轻人和老年人的口头叙述在词汇和主题使用上均存在差异。年轻人使用了更多与身体方面相关的词汇、更多试探性语言,并通过更具地位的语言(影响力)来表达自己,而老年人则使用真实的语言、自我谈论以及与工作、家庭、宗教相关的词汇。主题建模对LIWC分析起到了补充作用,表明年轻人主要讨论身体和认知衰退的话题以及预防衰老的策略,传达了对衰老的担忧和负面刻板印象。老年人则突出了家庭反思、对新体验的开放性以及他们的社会参与,表明对(持续的)衰老有更积极的看法。
我们对优雅变老理解所做的互补性字数统计和词共现语言分析揭示了年轻人和老年人对优雅变老认知的显著差异,这更广泛地引发了关于代际交流和衰老沟通的重要问题。此外,我们发现老年人对衰老的理解有助于评估他们未来的前景,这是抵御认知衰退弹性的一个重要方面,也是有针对性的精准衰老干预的可能切入点。