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Luo X, Herold F, Ludyga S, Gerber M, Kamijo K, Pontifex MB, Hillman CH, Alderman BL, Müller NG, Kramer AF, Ishihara T, Song W, Zou L. Association of physical activity and fitness with executive function among preschoolers. Int J Clin Health Psychol 2023; 23:100400. [PMID: 37663042 PMCID: PMC10469079 DOI: 10.1016/j.ijchp.2023.100400] [Citation(s) in RCA: 20] [Impact Index Per Article: 10.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Accepted: 07/12/2023] [Indexed: 09/05/2023] Open
Abstract
It is well-documented in the literature that high levels of regular physical activity (PA), low levels of sedentary behavior (SB), and high levels of cardiorespiratory fitness (CRF) are associated with superior cognitive functioning, especially with regard to older populations. However, concerning other age groups (e.g., preschoolers) the available evidence documenting such a positive relationship is relatively scarce. Thus, this study aimed to investigate the association of time spent in different PA intensity zones and CRF with executive functions (EFs) in preschool-age children. To this end, preschoolers (n = 127) aged 3 to 6 years were recruited from 9 kindergarten classes in 2 districts of Shenzhen, China. The amount and the intensity of PA were assessed via accelerometry, and the CRF level was quantified by the 20-meter shuttle run test. EFs including inhibitory control and working memory were assessed using the one-on-one iPad-based Early Year Toolbox. Results suggested that children who had a higher CRF level ("impulse control" scores: β = 0.34, p < .001; "Go" accuracy: β = 0.31, p < .001; "No-Go" accuracy: β =0.28, < .001) and spentmore time in moderate-to-vigorous physical activity (MVPA) ("impulse control" scores: β = 0.50, p < .001; No-Go" accuracy: β = 0.52, p < .001) had higher scores on inhibitory control tasks, and those who had a higher CRF level had higher scores on a working memory task (β = 0.24, p < .05). The findings are discussed in light of the positive roles of MVPA and CRF for promoting EFs, but also consider the disproportionate association of PA and CRF with working memory relative to inhibition.
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Affiliation(s)
- Xun Luo
- Key Laboratory of Adolescent Health Assessment and Exercise Intervention of Ministry of Education, East China Normal University, Shanghai 200241, China
- Body-Brain-Mind Laboratory, School of Psychology, Shenzhen University, 518060, China
| | - Fabian Herold
- Body-Brain-Mind Laboratory, School of Psychology, Shenzhen University, 518060, China
- Research Group Degenerative and Chronic Diseases, Movement, Faculty of Health Sciences Brandenburg, University of Potsdam, 14476 Potsdam, Germany
| | - Sebastian Ludyga
- Department of Sport, Exercise & Health, University of Basel, Basel, Switzerland
| | - Markus Gerber
- Department of Sport, Exercise & Health, University of Basel, Basel, Switzerland
| | - Keita Kamijo
- Faculty of Liberal Arts and Sciences, Chukyo University, Nagoya, Japan
| | | | - Charles H. Hillman
- Center for Cognitive and Brain Health, Department of Psychology, Northeastern University, Boston, MA, USA
- Department of Physical Therapy, Movement, and Rehabilitation Sciences, Northeastern University, Boston, MA, USA
| | - Bandon L. Alderman
- Department of Kinesiology and Health, Rutgers University, New Brunswick, USA
| | - Notger G. Müller
- Body-Brain-Mind Laboratory, School of Psychology, Shenzhen University, 518060, China
- Research Group Degenerative and Chronic Diseases, Movement, Faculty of Health Sciences Brandenburg, University of Potsdam, 14476 Potsdam, Germany
| | - Arthur F. Kramer
- Center for Cognitive and Brain Health, Department of Psychology, Northeastern University, Boston, MA, USA
- Beckman Institute, University of Illinois-Urbana-Champaign, Champaign 61820, IL, USA
| | - Toru Ishihara
- Graduate School of Human Development and Environment, Kobe University, Kobe, Japan
| | - Wook Song
- Department of Kinesiology, Institute of Sport Science / Institute on Aging, Seoul National University, Gwanak-gu, Seoul 08826, South Korea
| | - Liye Zou
- Key Laboratory of Adolescent Health Assessment and Exercise Intervention of Ministry of Education, East China Normal University, Shanghai 200241, China
- Body-Brain-Mind Laboratory, School of Psychology, Shenzhen University, 518060, China
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Keye SA, Morales D, Walk AM, Cannavale CN, Khan NA. Neuroelectric indices of attention are related to academic skills in preschool-aged children. Trends Neurosci Educ 2023; 32:100205. [PMID: 37689433 DOI: 10.1016/j.tine.2023.100205] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/27/2023] [Revised: 05/26/2023] [Accepted: 05/29/2023] [Indexed: 09/11/2023]
Abstract
PURPOSE This study assessed the relationship between neuroelectric indices of attention and inhibition and academic skills in children 4-6 years-old. We hypothesized that modulation of the P3 and N2 components would be related to academic skills. METHODS Participants (N = 27, 16 female) completed The Woodcock Johnson Early Cognitive and Academic Development Test to assess general intellectual abilities (GIA) and early academic skills (EAS). Electroencephalography was recorded during an auditory oddball task to elicit P3 and N2 components. Two-step linear regressions including age, sex, income, and GIA assessed relationships between P3 and N2 modulations and EAS. RESULTS P3 peak amplitude (R2=0.765, β=0.379, p = 0.030) and N2 mean (R2=0.759, β=0.302, p = 0.039) and peak (R2=0.759, β=0.303, p = 0.038) amplitude modulation were positively related to EAS. CONCLUSION Upregulation of P3 and N2 components was associated with EAS independent of GIA. Therefore, neuroelectric assessments of attention and inhibition may a biomarker of academic achievement in early childhood.
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Affiliation(s)
- Shelby A Keye
- Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Diana Morales
- Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Anne M Walk
- Department of Psychology, Eastern Illinois University, Charleston, IL 61920, USA
| | - Corinne N Cannavale
- Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA
| | - Naiman A Khan
- Department of Kinesiology and Community Health, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA; Division of Nutritional Sciences, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA; Beckman Institute for Advanced Science and Technology, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA; Neuroscience Program, University of Illinois Urbana-Champaign, Urbana, IL 61801, USA.
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The relationship of muscular endurance and coordination and dexterity with behavioral and neuroelectric indices of attention in preschool children. Sci Rep 2022; 12:7059. [PMID: 35487967 PMCID: PMC9054790 DOI: 10.1038/s41598-022-11161-4] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/17/2021] [Accepted: 04/12/2022] [Indexed: 11/17/2022] Open
Abstract
This study investigated the associations of non-aerobic fitness (NAF) and motor competence (MC) with attention in 4–6 year-old preschoolers. The allocation of attentional resources and speed of stimulus categorization were examined using the amplitude and latency of P3 of event-related potentials respectively, while cortical activation related to general attention and task-specific discriminative processes were examined using event-related desynchronization (ERD) at lower (8–10 Hz) and upper (10–12 Hz) alpha frequencies, respectively. Seventy-six preschoolers completed NAF (muscular power, muscular endurance, flexibility, balance) and MC (coordination and dexterity, ball skills, agility and balance) test batteries. Electroencephalogram was recorded while participants performed an auditory oddball task. After controlling for age and MC, muscular endurance was positively related to P3 amplitude. MC and its coordination and dexterity sub-component were positively related to task performance, with higher levels of coordination and dexterity showing an additional association with greater upper alpha ERD between 700 and 1000 ms following stimulus onset after controlling for age and NAF. These findings suggest relationships of NAF and MC with early childhood neurocognitive function. Specifically, muscular endurance is related to the neuroinhibition in facilitating effective allocation of attentional resources to stimulus evaluation while coordination and dexterity are related to cortical activation underlying strategic attentional preparation for subsequent stimulus evaluation.
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