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Updated: Jul 2, 2026

Measuring Statistical Learning Across Modalities and Domains in School-Aged Children Via an Online Platform and Neuroimaging Techniques
Published on: June 30, 2020
Implicit learning of predictive relationships in three-element visual sequences by young and old adults
James H Howard1, Darlene V Howard, Nancy A Dennis
1Department of Psychology, Catholic University of America, Wasington, DC 20064, USA. howard@cua.edu
Older adults exhibit reduced sequence learning compared to younger adults, relying more on immediate cues. This study introduces a novel triplet-learning task (TLT) to explore age-related differences in statistical learning.
Area of Science:
- Cognitive psychology
- Neuroscience
- Human development
Background:
- Sequential relationships are crucial for anticipating future events.
- Implicit sequence learning is well-documented using tasks like the serial reaction time task (SRTT).
- Understanding age-related changes in sequence learning is important for cognitive health.
Purpose of the Study:
- To investigate sequence learning in young and older adults using a novel triplet-learning task (TLT).
- To examine how age influences the learning of joint and conditional probabilities in sequences.
- To compare learning strategies between age groups within the TLT framework.
Main Methods:
- Four experiments utilized a triplet-learning task (TLT) where participants responded to the final event in 3-event sequences.
- Target predictability was manipulated by varying triplet frequency (joint probability) and conditional probabilities.
- Performance was assessed by comparing learning of statistical regularities between young and older adults.
Main Results:
- Both young and older adults demonstrated sequence learning, but older adults showed significantly less learning of both joint and conditional probabilities.
- Young adults utilized statistical information from all sequential cues.
- Older adults predominantly relied on information from the second cue, indicating a different learning strategy.
Conclusions:
- The triplet-learning task (TLT) offers a flexible alternative to the SRTT for studying sequence learning, with better control over timing and motor responses.
- Older adults exhibit deficits in learning complex sequential statistical regularities compared to younger adults.
- Age-related differences in sequence learning may stem from distinct reliance on different types of statistical information within sequences.
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