The importance of modifiable lifestyle factors for episodic memory: a gradient boosted tree analysis

The results confirm the importance of lifestyle variables and highlight the relative contributions of the triad categories to episodic memory in aging. This suggests that these categories may equal or surpass the importance of factors like sex, age, ethnoracial groups, and education, which are known to affect memory.

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Publication Details

Journal
The Journals of Gerontology Series B
Published
2025-11-06
DOI
https://doi.org/10.1093/geronb/gbaf225
Primary Topic
Identity, Memory, and Therapy
Type
article
Field-Weighted Citation Impact
0.00
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article

The importance of modifiable lifestyle factors for episodic memory: a gradient boosted tree analysis

Evan Fletcher, Stephanie Sinclair, A.E. van den Berg, Paola Gilsanz et al.
The Journals of Gerontology Series B
Identity, Memory, and Therapy
article

The importance of modifiable lifestyle factors for episodic memory: a gradient boosted tree analysis

Evan Fletcher, Stephanie Sinclair, A.E. van den Berg, Paola Gilsanz, Rachel A. Whitmer, Ashley Rose Acosta-Parra, Carmen Peláez Moreno, Ana Nazmi Glosson
article en

Abstract

The results confirm the importance of lifestyle variables and highlight the relative contributions of the triad categories to episodic memory in aging. This suggests that these categories may equal or surpass the importance of factors like sex, age, ethnoracial groups, and education, which are known to affect memory.

The Journals of Gerontology Series BVol. 81(1)
Kaiser Permanente (US), Kaiser Permanente Oakland Medical Center (US), Oral Health Solutions (United States) (US), University of California, Davis (US)
Openalex Percentile: Top 64%
Identity, Memory, and Therapy
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