TY - JOUR
T1 - Younger and Older Adults' Aging Well Construals
T2 - A Quantitative Word Use and Topics Comparison
AU - Pfeifer, Valeria A.
AU - Jordan, Kayden
AU - Davis, Trish
AU - Grilli, Matthew D.
AU - Mehl, Matthias R.
N1 - Publisher Copyright:
© 2025 S. Karger AG, Basel.
PY - 2025/6/1
Y1 - 2025/6/1
N2 - Introduction: 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. Methods: 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 cooccurrence analysis via topic modeling. Results: 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. Conclusion: 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.
AB - Introduction: 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. Methods: 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 cooccurrence analysis via topic modeling. Results: 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. Conclusion: 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.
KW - Aging
KW - Language
KW - Linguistic Inquiry and Word Count
KW - Successful aging
KW - Topic modeling
UR - https://www.scopus.com/pages/publications/105008727354
UR - https://www.scopus.com/inward/citedby.url?scp=105008727354&partnerID=8YFLogxK
U2 - 10.1159/000545481
DO - 10.1159/000545481
M3 - Article
AN - SCOPUS:105008727354
SN - 0304-324X
VL - 71
SP - 388
EP - 399
JO - Gerontology
JF - Gerontology
IS - 5
ER -