Evidence map›Paper›PMID 40877588›Full record

ArticleScientific reports2025

The impact of lifestyle factors on trajectories of cognitive subtypes in the older adult population.

Emma A Rodrigues, Abdoul Jalil Djiberou Mahamadou, Sylvain Moreno

Abstract read
In one paragraph

Article in Scientific reports, 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 6 papers, 1 of them a synthesis that pooled it.

0numbers the graph read from it
0cells of the map it votes in
6citing papers in PubMed, 1 pooled it
–field-weighted citation impact
1 · What the graph read from it

What it found

Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.

The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.

2 · The registry

The trial behind it

Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.

Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.

3 · Its place in the literature

Who cites it

6 citing papers in PubMed, 1 synthesis or guideline pooled it.

  1. Impact of Different Types of Sedentary Behaviour on Cognitive Function in Older Adults: A Systematic Review.Health promotion journal of Australia : official journal of Australian Association of Health Promotion Professionals · 2026
    Pooled it
  2. Review
  3. Review
  4. Article
  5. Review
  6. Profiles of Aging Based on Cognition, Affect, and Brain Reserve.bioRxiv : the preprint server for biology · 2025
    Article
4 · The record

Corrections and comments

PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.

5 · Who and what money

Authors and funding

3 authors.

Emma A Rodrigues *School of Interactive Arts and Technology, Simon Fraser University, Surrey, BC, Canada.
Abdoul Jalil Djiberou Mahamadou *School of Interactive Arts and Technology, Simon Fraser University, Surrey, BC, Canada.
Sylvain MorenoSchool of Interactive Arts and Technology, Simon Fraser University, Surrey, BC, Canada. sylvain_moreno@sfu.ca.

Funding

No grant is acknowledged in the PubMed record.

6 · The paper itself

Abstract

Cognitive aging is a complex process influenced by diverse life experiences and environmental factors. However, some traditional studies have oversimplified this process by assuming that cognitive aging trajectories follow a uniform process and that all individuals will experience similar declines. This framework minimizes the impact of external factors, neglecting the diversity observed in the aging population. In fact, research has shown significant inter- and intraindividual variability in cognitive trajectories, with some individuals maintaining stable or even improving cognitive function, while others experience rapid decline. To address this gap, emerging research proposes promising alternatives to the homogenous modelling approaches used, focusing on the identification of latent classes of cognitive trajectories. In this work, we build on this by examining the complex interaction of heterogeneous cognitive trajectories with external factors during the aging process, using episodic memory as a measure of cognitive function. We use longitudinal data from 1746 individuals aged 60 and older, assessed at three times over eight years. Our findings revealed three distinct cognitive trajectories - low cognitive performance with early decline , unmodulated cognitive change and high cognitive performance with late decline - each uniquely influenced by specific lifestyle factors. These findings challenge the current theoretical model of cognitive aging by identifying that factors such as concentration activities and social engagement significantly influence the trajectories of low cognitive performance with early decline and high cognitive performance with late decline, whereas the trajectory of unmodulated cognitive change is largely unaffected by environmental influences. Overall, our results highlight the critical role of individual environmental susceptibility in shaping cognitive trajectories. This research provides key insights into the heterogeneity of cognitive aging and underscores the need for a research paradigm shift in understanding cognitive trajectories' heterogeneity. While further research is required to determine how these findings translate into practice, tailoring interventions to these newly identified cognitive trajectories, we can significantly improve individual and public health outcomes through more precise and effective social prescribing interventions.

Indexed as

AgingCognitionCognitive AgingCognitive DysfunctionLife StyleAgedAged, 80 and overFemaleHumansLongitudinal StudiesMaleMemory, EpisodicMiddle AgedCognitive TrajectoriesEnvironmental SusceptibilityHealthy AgingHeterogeneity

Identifiers

PMID40877588
PMCPMC12394718

What OpenQuestion holds

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LicenceCC BY-NC-ND
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Registered trials

None linked

Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.