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Article

Isotemporal Substitution Effect of 24-Hour Movement Behaviors on Well-Being, Cognition, and BMI Among Older Adults

1
Department of Kinesiology, Recreation, and Sport Studies, The University of Tennessee, 1914 Andy Holt Avenue, Knoxville, TN 37996, USA
2
Edson College of Nursing and Health Innovation, Arizona State University, 500 North 3rd Street, Phoenix, AZ 85004, USA
*
Author to whom correspondence should be addressed.
J. Clin. Med. 2025, 14(3), 965; https://doi.org/10.3390/jcm14030965 (registering DOI)
Submission received: 16 December 2024 / Revised: 20 January 2025 / Accepted: 28 January 2025 / Published: 3 February 2025
(This article belongs to the Special Issue Epidemiology of Aging: Unmet Needs)

Abstract

Background: This study investigated the interdependent relationships among older adults’ daily engagement in physical activity (PA), sedentary time (ST), sleep, and their well-being, cognition, and body mass index (BMI). Method: Forty healthy older adults (31 females; Mean [age] = 70.8 ± 5.58) were included in the analysis. Participants wore a Fitbit tracker for an average of 23 h a day, five days a week, over six months. The Fitbit device tracked lightly active time, active time, ST, and sleep durations. Quality of life and cognitive flexibility were assessed using validated instruments. BMI was calculated using participants’ self-reported height and weight. A compositional analysis (CODA) investigated the codependent associations among these variables and model time reallocation between behaviors. Results: Regression models utilizing CODA indicated significant associations between the outcomes of BMI (p = 0.05; Adj. R2 = 0.20), while cognitive flexibility and quality of life revealed no association (p > 0.05). Shifting 10 min from ST to active time is associated with a theoretical decrease of −0.76 (95% CI, −1.49 to −0.04) units in BMI. Similarly, reallocating 10 min from active time to ST is associated with a theoretical increase of 1.17 (95% CI, 0.03 to 2.3) units in BMI. Reallocating 10 min between other movement behaviors yielded no statistical significance. Conclusions: Our study highlights the importance of promoting active time to improve BMI in this population. Encouraging 10 min bouts of PA among older adults, in place of ST, is vital for improving national PA guideline adherence.
Keywords: cognition; movement behavior; physical activity; sedentary time; sleep cognition; movement behavior; physical activity; sedentary time; sleep

Share and Cite

MDPI and ACS Style

Oginni, J.; Ryu, S.; Chen, Y.; Gao, Z. Isotemporal Substitution Effect of 24-Hour Movement Behaviors on Well-Being, Cognition, and BMI Among Older Adults. J. Clin. Med. 2025, 14, 965. https://doi.org/10.3390/jcm14030965

AMA Style

Oginni J, Ryu S, Chen Y, Gao Z. Isotemporal Substitution Effect of 24-Hour Movement Behaviors on Well-Being, Cognition, and BMI Among Older Adults. Journal of Clinical Medicine. 2025; 14(3):965. https://doi.org/10.3390/jcm14030965

Chicago/Turabian Style

Oginni, John, Suryeon Ryu, Yingying Chen, and Zan Gao. 2025. "Isotemporal Substitution Effect of 24-Hour Movement Behaviors on Well-Being, Cognition, and BMI Among Older Adults" Journal of Clinical Medicine 14, no. 3: 965. https://doi.org/10.3390/jcm14030965

APA Style

Oginni, J., Ryu, S., Chen, Y., & Gao, Z. (2025). Isotemporal Substitution Effect of 24-Hour Movement Behaviors on Well-Being, Cognition, and BMI Among Older Adults. Journal of Clinical Medicine, 14(3), 965. https://doi.org/10.3390/jcm14030965

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