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Updated: Oct 21, 2025

Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques
Published on: June 30, 2020
Age group differences in learning-related activity reflect task stage, not learning stage
Jenna L Merenstein1, Jessica R Petok2, Ilana J Bennett1
1Department of Psychology, University of California, Riverside, 900 University Avenue, Riverside, CA 92521 United States of America.
Older adults show similar brain activity to younger adults for implicit associative learning (IAL) when matched for learning stage, not task stage. Age-related differences in brain activity may reflect task timing, not learning ability.
Area of Science:
- Neuroscience
- Cognitive Aging
- Neuroimaging
Background:
- Healthy aging is associated with declines in implicit associative learning (IAL).
- Previous functional magnetic resonance imaging (fMRI) studies linked IAL deficits in older adults to different brain activity patterns compared to younger adults.
- These prior findings may be confounded by differences in task performance stages between age groups.
Purpose of the Study:
- To investigate age-related differences in the neural mechanisms of IAL.
- To disentangle the effects of task stage from learning stage on brain activity during IAL.
- To clarify whether observed age differences in IAL reflect performance timing or genuine learning capacity.
Main Methods:
- Acquired fMRI data from 28 younger (mean age 20.8 years) and 22 older (mean age 73.6 years) healthy adults.
- Participants completed the Triplets Learning Task, learning associations between cue and target locations with high (HF) or low (LF) frequency.
- Analyzed brain activity, matching participants by task stage and then by learning stage to compare neural substrates of IAL across age groups.
Main Results:
- When matched for task stage, older adults exhibited poorer learning and greater IAL-related activity in the hippocampus (early stage) and globus pallidus (late stage) compared to younger adults.
- However, when matched for learning stage, no significant differences in learning performance or IAL-related brain activity were found between the age groups.
- This suggests that older adults engage similar brain regions as younger adults when learning associations, but their learning emerges later.
Conclusions:
- Observed age-related differences in neural activity during IAL tasks may be attributed to differences in task stage progression, not fundamental learning deficits.
- Older adults demonstrate comparable neural engagement to younger adults for IAL when learning onset is considered.
- These findings challenge previous interpretations of age-related IAL deficits and highlight the importance of considering learning progression in neuroimaging studies of aging.
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