Trajectories of cognitive ability and attitudes toward own aging in older adults: a conditional parallel latent growth model

Good cognitive function and positive attitudes toward own aging (ATOA) are important factors in promoting healthy aging. However, existing research has rarely explored the interrelationship between the developmental trajectories of cognitive ability and ATOA in older adults. Moreover, studies on the association between subjective socioeconomic status (SSS) and these two trajectories are also limited. This study utilized data from 741 older adults who participated in three waves of the Chinese Longitudinal Healthy Longevity Survey (2011, 2014, and 2017). Cognitive ability was assessed with the Mini-Mental State Examination (MMSE), ATOA with a two-item ATOA scale, and SSS with a single self-rated item. Linear latent growth models were applied to analyze the developmental trajectories of cognitive ability and ATOA. Additionally, this study used the (conditional) parallel latent growth model to examine the associations between these two trajectories, as well as the relationship between baseline SSS and the two trajectories. This study found that both cognitive ability and ATOA in older adults decline linearly with age. In the parallel latent growth model, higher baseline cognitive level predicted a more positive baseline ATOA and a slower rate of decline in ATOA. However, under the current reverse model specification, baseline ATOA or its rate of decline did not significantly predict cognitive ability (including both baseline level and rate of decline). Additionally, higher baseline SSS predicted higher baseline cognitive level and a more positive baseline ATOA. Meanwhile, higher baseline SSS was also linked to a slower rate of cognitive decline. This study suggests a close relationship between the trajectories of cognitive ability and ATOA in older adults. As an important social-psychological variable, SSS plays a significant role in both trajectories. Therefore, all parties in society should increase attention to vulnerable groups among older adults, focus on preserving their cognitive abilities, and help them develop positive ATOA, in order to promote healthy aging.

Authors

Institutions

Publication Details

Journal
BMC Geriatrics
Published
2026-03-14
DOI
https://doi.org/10.1186/s12877-026-07345-6
Primary Topic
Aging and Gerontology Research
Type
article
Field-Weighted Citation Impact
0.00
Controls
|||
ALL TIME
JAN
FEB
MAR
APR
MAY
JUN
JUL
AUG
SEP
OCT
article

Trajectories of cognitive ability and attitudes toward own aging in older adults: a conditional parallel latent growth model

Songli Mei, Hao Wang, Chengbin Zheng, Leilei Liang et al.
BMC Geriatrics
Aging and Gerontology Research
article

Trajectories of cognitive ability and attitudes toward own aging in older adults: a conditional parallel latent growth model

Songli Mei, Hao Wang, Chengbin Zheng, Leilei Liang, Marhaba Kiyum, Xinli Lin, Jiaying Gao, Junsong Fei, Tongshuang Yuan
article en

Abstract

Good cognitive function and positive attitudes toward own aging (ATOA) are important factors in promoting healthy aging. However, existing research has rarely explored the interrelationship between the developmental trajectories of cognitive ability and ATOA in older adults. Moreover, studies on the association between subjective socioeconomic status (SSS) and these two trajectories are also limited. This study utilized data from 741 older adults who participated in three waves of the Chinese Longitudinal Healthy Longevity Survey (2011, 2014, and 2017). Cognitive ability was assessed with the Mini-Mental State Examination (MMSE), ATOA with a two-item ATOA scale, and SSS with a single self-rated item. Linear latent growth models were applied to analyze the developmental trajectories of cognitive ability and ATOA. Additionally, this study used the (conditional) parallel latent growth model to examine the associations between these two trajectories, as well as the relationship between baseline SSS and the two trajectories. This study found that both cognitive ability and ATOA in older adults decline linearly with age. In the parallel latent growth model, higher baseline cognitive level predicted a more positive baseline ATOA and a slower rate of decline in ATOA. However, under the current reverse model specification, baseline ATOA or its rate of decline did not significantly predict cognitive ability (including both baseline level and rate of decline). Additionally, higher baseline SSS predicted higher baseline cognitive level and a more positive baseline ATOA. Meanwhile, higher baseline SSS was also linked to a slower rate of cognitive decline. This study suggests a close relationship between the trajectories of cognitive ability and ATOA in older adults. As an important social-psychological variable, SSS plays a significant role in both trajectories. Therefore, all parties in society should increase attention to vulnerable groups among older adults, focus on preserving their cognitive abilities, and help them develop positive ATOA, in order to promote healthy aging.

BMC Geriatrics
Guangxi Medical University (CN), Jilin University (CN)
Openalex Percentile: Top 52%
Aging and Gerontology Research
AI Navigator

Ask Laika to Summarize, Analyze, and Connect papers live on the map.

Summarize Papers & Methodologies

Extract key findings, datasets, and comparative methods across publications.

Benchmark Rankings & Visual Analytics

Rank top research institutions, authors, funders, topics, and journals by Field-Weighted Citation Impact (FWCI) and paper volume with instant charts.

Connect Distant Disciplines

Bridge topological clusters on the map to find hidden collaborative intersections.