Beneficial Effects of a 26-Week Exercise Intervention Using IoT Devices on Cognitive Function and Health Indicators

Keishi Soga , Akira Higuchi , Naoki Tomita , Koki Kobayashi , Hiroki Kataoka , Aizhan Imankulova , Carlos Salazar , Benjamin Thyreau , Shota Nakamura , Yuki Tsushita , Akiyoshi Uchiyama , Yasuyuki Taki

Journal of Science in Sport and Exercise ›› 2025, Vol. 7 ›› Issue (2) : 238 -249.

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Journal of Science in Sport and Exercise ›› 2025, Vol. 7 ›› Issue (2) : 238 -249. DOI: 10.1007/s42978-024-00321-9
Original Article

Beneficial Effects of a 26-Week Exercise Intervention Using IoT Devices on Cognitive Function and Health Indicators

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Abstract

Purpose

This study examines the impact of 26-week exercise intervention facilitated by IoT devices on cognitive function, hippocampal volume, and health indicators in a real-world setting based on the Transtheoretical Model.

Methods

Middle-aged participants (n = 121, mean age = 49.8 ± 7.62 years) were randomly assigned to BrainUp (n = 61) or Sham (n = 60) application groups. Both groups engaged in voluntary aerobic exercise over a period of 26 weeks using an IoT device. The BrainUp application was designed to deliver personalized exercise routines aimed at enhancing participants’ cognitive function and hippocampal volume based on their individual level.

Results

Linear mixed models revealed that both groups exhibited improvements in cognitive function and health indicators at post-intervention compared to pre-intervention, but no significant changes in hippocampal volume in either group over time. Path analysis and structural equation modeling indicated that motivation for exercise at 26 weeks played a key role in improving cognitive function and blood glucose, and alleviating depression.

Conclusions

Integrating physical activity with IoT devices in real-world settings shows promise for enhancing brain health and preventing hippocampal volume loss due to aging. Motivation might play a crucial role in maximizing the health benefits of physical activity, especially during the transition from the Action to Maintenance stages of behavioral changes to an active lifestyle.

Keywords

IoT device / Aerobic exercise / Cognitive function / HbA1C / Blood pressure / Motivation / Psychology and Cognitive Sciences / Psychology

Cite this article

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Keishi Soga, Akira Higuchi, Naoki Tomita, Koki Kobayashi, Hiroki Kataoka, Aizhan Imankulova, Carlos Salazar, Benjamin Thyreau, Shota Nakamura, Yuki Tsushita, Akiyoshi Uchiyama, Yasuyuki Taki. Beneficial Effects of a 26-Week Exercise Intervention Using IoT Devices on Cognitive Function and Health Indicators. Journal of Science in Sport and Exercise, 2025, 7(2): 238-249 DOI:10.1007/s42978-024-00321-9

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References

[1]

BarnesJ, BartlettJW, van de PolLA, et al. . A meta-analysis of hippocampal atrophy rates in Alzheimer’s disease. Neurobiol Aging, 2009, 30: 1711-23.

[2]

BiesselsGJ, DespaF. Cognitive decline and dementia in diabetes mellitus: mechanisms and clinical implications. Nat Rev Endocrinol, 2018, 14: 591-604.

[3]

BiesselsGJ, StaekenborgS, BrunnerE, et al. . Risk of dementia in diabetes mellitus: a systematic review. Lancet Neurol, 2006, 5: 64-74.

[4]

BillotB, GreveDN, PuontiO, et al. . SynthSeg: segmentation of brain MRI scans of any contrast and resolution without retraining. Med Image Anal, 2023, 86: 102789.

[5]

ByunK, HyodoK, SuwabeK, et al. . Mild exercise improves executive function with increasing neural efficiency in the prefrontal cortex of older adults. GeroScience, 2024, 46: 309-25.

[6]

CornelissenVA, FagardRH. Effects of endurance training on blood pressure, blood pressure–regulating mechanisms, and Cardiovascular Risk factors. Hypertension, 2005, 46: 667-75.

[7]

CornelissenVA, SmartNA. Exercise Training for blood pressure: a systematic review and Meta-analysis. J Am Heart Assoc, 2013, 2: e004473.

[8]

EricksonKI, VossMW, PrakashRS, et al. . Exercise training increases size of hippocampus and improves memory. Proc Natl Acad Sci U S A, 2011, 108: 3017-22.

[9]

FujitaS, MoriS, OndaK, et al. . Characterization of brain volume changes in aging individuals with normal cognition using serial magnetic resonance imaging. JAMA Netw Open, 2023, 6: e2318153.

[10]

FurukawaTA, KawakamiN, SaitohM, et al. . The performance of the Japanese version of the K6 and K10 in the World Mental Health Survey Japan. Int J Methods Psychiatr Res, 2008, 17: 152-8.

[11]

Gallardo-GómezD, Del Pozo-CruzJ, NoetelM, et al. . Optimal dose and type of exercise to improve cognitive function in older adults: a systematic review and bayesian model-based network meta-analysis of RCTs. Ageing Res Rev, 2022, 76: 101591.

[12]

Hardcastle C, O’Shea A, Kraft JN, Albizu A, Evangelista ND, Hausman HK, Boutzoukas EM, Van Etten EJ, Bharadwaj PK, Song H, Smith SG, Porges EC, Dekosky S, Hishaw GA, Wu SS, Marsiske M, Cohen R, Alexander GE, Woods AJ. Contributions of hippocampal volume to cognition in healthy older adults. Front Aging Neurosci. 2020;12:593833.

[13]

HomerAR, FenemorSP, PerryTL, et al. . Regular activity breaks combined with physical activity improve postprandial plasma triglyceride, nonesterified fatty acid, and insulin responses in healthy, normal weight adults: a randomized crossover trial. J Clin Lipidol, 2017, 11: 1268-e12791.

[14]

Iso-MarkkuP, AaltonenS, KujalaUM, et al. . Physical activity and cognitive decline among older adults: a systematic review and Meta-analysis. JAMA Netw Open, 2024, 7: e2354285.

[15]

IulianoE, di CagnoA, AquinoG, et al. . Effects of different types of physical activity on the cognitive functions and attention in older people: a randomized controlled study. Exp Gerontol, 2015, 70: 105-10.

[16]

JayediA, EmadiA, Shab-BidarS. Dose-dependent effect of supervised Aerobic Exercise on HbA1c in patients with type 2 diabetes: a Meta-analysis of Randomized controlled trials. Sports Med, 2022, 52: 1919-38.

[17]

Kramer AF, Hahn S, Cohen NJ, Banich MT, McAuley E, Harrison CR, Chason J, Vakil E, Bardell L, Boileau RA, Colcombe A. Ageing, fitness and neurocognitive function. Nature. 1999;400(6743):418–9.

[18]

LudygaS, GerberM, PühseU, et al. . Systematic review and meta-analysis investigating moderators of long-term effects of exercise on cognition in healthy individuals. Nat Hum Behav, 2020, 4: 603-12.

[19]

Mueller SG, Schuff N, Yaffe K, Madison C. Hippocampal atrophy patterns in mild cognitive impairment and Alzheimer’s disease. Hum Brain Mapp. 2010;31(9):1339–47.

[20]

NajafipourF, MobasseriM, YavariA, et al. . Effect of regular exercise training on changes in HbA1c, BMI and VO2max among patients with type 2 diabetes mellitus: an 8-year trial. BMJ Open Diabetes Res Care, 2017, 5: e000414.

[21]

NishiguchiS, YamadaM, TanigawaT, et al. . A 12-week physical and cognitive exercise program can improve cognitive function and neural efficiency in community-dwelling older adults: a randomized controlled trial. J Am Geriatr Soc, 2015, 63: 1355-63.

[22]

O’Neil-PirozziTM, CattaneoG, Solana-SánchezJ, et al. . The importance of motivation to older Adult Physical and Cognitive Exercise Program Development, initiation, and adherence. Front Aging, 2022, 3: 773944.

[23]

PiniL, PievaniM, BocchettaM, et al. . Brain atrophy in Alzheimer’s Disease and aging. Ageing Res Rev, 2016, 30: 25-48.

[24]

ProchaskaJO, VelicerWF. The transtheoretical model of health behavior change. Am J Health Promot, 1997, 12: 38-48.

[25]

QiuC, WinbladB, FratiglioniL. The age-dependent relation of blood pressure to cognitive function and dementia. Lancet Neurol, 2005, 4: 487-99.

[26]

Sanders LMJ, Hortobágyi T, la Bastide-van Gemert S, van der Zee EA, van Heuvelen MJG. Dose-response relationship between exercise and cognitive function in older adults with and without cognitive impairment: a systematic review and meta-analysis. PLoS One. 2019;14(1):e0210036. https://doi.org/10.1371/journal.pone.0210036.

[27]

SullivanAN, LachmanME. Behavior change with fitness technology in sedentary adults: a review of the evidence for increasing physical activity. Front Public Health, 2016, 4: 289.

[28]

TarumiT, PatelNR, TomotoT, et al. . Aerobic exercise training and neurocognitive function in cognitively normal older adults: a one-year randomized controlled trial. J Intern Med, 2022, 292: 788-803.

[29]

UmpierreD, RibeiroPAB, KramerCK, et al. . Physical activity advice only or structured Exercise Training and Association with HbA1c levels in type 2 diabetes: a systematic review and Meta-analysis. JAMA, 2011, 305: 1790-9.

Funding

Technology-based Startups of New Energy and Industrial Technology Development Organization.(Technology-based Startups of New Energy and Industrial Technology Development Organization.)

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