Evidence map›Paper›PMID 37993862›Full record

ArticleThe international journal of behavioral nutrition and physical activity2023

Physical activity and cognitive function: moment-to-moment and day-to-day associations.

Tiia Kekäläinen, Martina Luchetti, Antonio Terracciano, Alyssa A Gamaldo, Jacqueline Mogle, Hephzibah H Lovett, Justin Brown, Timo Rantalainen, Martin J Sliwinski, Angelina R Sutin

Abstract read
In one paragraph

Article in The international journal of behavioral nutrition and physical activity, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 27 papers.

0numbers the graph read from it
0cells of the map it votes in
27citing papers in PubMed
–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

27 citing papers in PubMed.

  1. Article
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  9. Daily Activities and Purpose in Life.International journal of wellbeing · 2026
    Article
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  11. Article
  12. Article
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  15. Review
  16. Physical activity mediates age differences in cognition among Tsimane forager-horticulturalists.The journals of gerontology. Series A, Biological sciences and medical sciences · 2025
    Article
  17. Article
  18. Article
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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

10 authors.

Tiia KekäläinenGerontology Research Center and Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland. tiia.m.kekalainen@jyu.fi.ORCID 0000-0003-0160-727X
Martina LuchettiDepartment of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee, FL, USA.
Antonio TerraccianoDepartment of Geriatrics, College of Medicine, Florida State University, Tallahassee, FL, USA.
Alyssa A GamaldoHuman Development and Family Studies, The Pennsylvania State University, Pennsylvania, PA, USA.
Jacqueline MogleDepartment of Psychology, Clemson University, Clemson, SC, USA.
Hephzibah H LovettDepartment of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee, FL, USA.
Justin BrownDepartment of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee, FL, USA.
Timo RantalainenGerontology Research Center and Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.
Martin J SliwinskiHuman Development and Family Studies, The Pennsylvania State University, Pennsylvania, PA, USA.
Angelina R SutinDepartment of Behavioral Sciences and Social Medicine, College of Medicine, Florida State University, Tallahassee, FL, USA.

Funding

Ambulatory Methods for Measuring Cognitive ChangeU2CAG060408 · NIA · PENNSYLVANIA STATE UNIVERSITY, THE · PI CHINCHILLI, VERNON M · 2018 to 2022
$14.9M
A mechanistic and dyadic approach to identify how interpersonal conscientiousness supports cognitive health and lowers risk of dementiaRF1AG083878 · NIA · FLORIDA STATE UNIVERSITY · PI Angelina R Sutin · 2023 to 2026
$3.7M
Purpose in life: Mechanisms to support healthier cognitive aging and reduce risk of Alzheimer's diseaseR01AG074573 · NIA · FLORIDA STATE UNIVERSITY · PI SUTIN, ANGELINA R · 2021 to 2025
$3.5M
Personality and Dementia: Mechanisms and TrajectoriesR01AG068093 · NIA · FLORIDA STATE UNIVERSITY · PI TERRACCIANO, ANTONIO · 2020 to 2024
$3.0M
The Interpersonal Core Of Conscientiousness: Mechanisms And Partner Effects That Promote Healthier Cognitive Aging And Reduce Risk Of Alzheimer'sR56AG064952 · NIA · FLORIDA STATE UNIVERSITY · PI SUTIN, ANGELINA R · 2019 to 2019
$788k
NIA NIH HHS R01 AG068093NIA NIH HHS R01 AG074573NIA NIH HHS R56 AG064952NIA NIH HHS RF1 AG083878NIA NIH HHS U2C AG060408
6 · The paper itself

Abstract

backgroundThe beneficial effect of acute physical exercise on cognitive performance has been studied in laboratory settings and in long-term longitudinal studies. Less is known about these associations in everyday environment and on a momentary timeframe. This study investigated momentary and daily associations between physical activity and cognitive functioning in the context of everyday life.

methodsMiddle-aged adults (n = 291, aged 40-70) were asked to wear accelerometers and complete ecological momentary assessments for eight consecutive days. Processing speed and visual memory were assessed three times per day and self-rated evaluations of daily cognition (memory, thinking, and sharpness of mind) were collected each night. The number of minutes spent above the active threshold (active time) and the maximum vector magnitude counts (the highest intensity obtained) before each cognitive test and at a daily level were used as predictors of momentary cognitive performance and nightly subjective cognition. Analyses were done with multilevel linear models. The models were adjusted for temporal and contextual factors, age, sex, education, and race/ethnicity.

resultsWhen participants had a more active time or higher intensity than their average level within the 20 or 60 minutes prior to the cognitive test, they performed better on the processing speed task. On days when participants had more active time than their average day, they rated their memory in the evening better. Physical activity was not associated with visual memory or self-rated thinking and sharpness of mind.

conclusionsThis study provides novel evidence that outside of laboratory settings, even small increases in physical activity boost daily processing speed abilities and self-rated memory. The finding of temporary beneficial effects is consistent with long-term longitudinal research on the cognitive benefits of physical activity.

Indexed as

CognitionExerciseAdultHumansMiddle AgedProcessing SpeedAccelerometryAmbulatory assessmentCognitionEcological momentary assessmentNaturalistic setting

Identifiers

PMID37993862
PMCPMC10666351

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Registered trials

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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.