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Sulla-Torres J, Vidal-Espinoza R, Avendaño-Llanque C, Calla-Gamboa A, Zúñiga-Carnero M, Gomez-Campos R, Cossio-Bolaños M. Reference values for the 6-min walking test in children and adolescents living in a moderate altitude region of Peru. BMC Pediatr 2024; 24:141. [PMID: 38413925 PMCID: PMC10898062 DOI: 10.1186/s12887-023-04459-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/07/2023] [Accepted: 12/04/2023] [Indexed: 02/29/2024] Open
Abstract
BACKGROUND The assessment of cardiorespiratory fitness is important because it allows the identification of subgroups with poor health status and the targeting of effective intervention strategies to improve health. OBJECTIVE To compare the cardiorespiratory capacity of children and adolescents living in a moderate altitude region of Peru with international studies and to develop reference values for the 6-min walk test (6MWT) according to age and sex. METHODOLOGY A descriptive cross-sectional study of schoolchildren from a region of moderate altitude in Peru was carried out. A total of 704 schoolchildren (400 males and 304 females) with an age range of 6 to 17 years were studied. Weight, standing height, waist circumference (WC), body mass index (BMI) and tri-ponderal mass index (TMI) were evaluated. The 6MWT was assessed in a straight line over a distance of 30 m. Percentiles were created through the LMS method [L (skewness: lambda), M (median: mu) and S (coefficient of variation: Mu)]. RESULTS There were discrepancies in cardiorespiratory fitness performance with international studies by age and sex. The schoolchildren in the study reached stability and the highest number of meters in the last two age ranges (14 to 15 years: 698.1 m and 16 to 17 years 686.3 m in males). While females (14 to 15 years: 698.1 m and 16 to 17 years: 686.3 m). The proposed percentile values show ascending values as age advances. The cut-off points adopted are: low cardiorespiratory fitness < p25, moderate p25 to p75 and high cardiorespiratory fitness p > 75. CONCLUSION We verified that the cardiorespiratory fitness evaluated by means of the 6MWT is ascending with the course of age. Even the performance with other countries is heterogeneous at early and middle ages, stabilizing during adolescence. The proposed reference values can be used to evaluate and monitor cardiorespiratory fitness during physical education classes.
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Affiliation(s)
- Jose Sulla-Torres
- Escuela de Ingeniería de Sistemas, Universidad Católica de Santa María, Arequipa, Perú
| | | | | | | | - Manuel Zúñiga-Carnero
- Escuela de Ingeniería de Sistemas, Universidad Católica de Santa María, Arequipa, Perú
| | - Rossana Gomez-Campos
- Ciencias de La Actividad Física y del Deporte, Facultad de Ciencias de La Salud, Universidad San Ignacio de Loyola, Lima, Perú
| | - Marco Cossio-Bolaños
- Ciencias de La Actividad Física y del Deporte, Facultad de Ciencias de La Salud, Universidad San Ignacio de Loyola, Lima, Perú.
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Lee UY, Joo CH. The effects of proprioceptive exercise training on physical fitness and performance of soccer skills in young soccer players. J Exerc Rehabil 2024; 20:34-41. [PMID: 38433853 PMCID: PMC10902691 DOI: 10.12965/jer.2346628.314] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2023] [Revised: 01/11/2024] [Accepted: 01/14/2024] [Indexed: 03/05/2024] Open
Abstract
The purpose of this study is to analyze the effect of proprioceptive exercise training on soccer skills and physical fitness in young soccer players. Nineteen young soccer players participated in the study. Participants were divided into proprioceptive exercises training (PT) and control (Cont) groups. The physical fitness and soccer skill performance test assessed at pre- and posttraining. Balance ability and power significantly improved in both groups after 8 weeks of training (P<0.05). Dribble in the PT group was similar between pre- and posttraining, with a statistically significant difference in the Cont group (P<0.05). There were no significant differences within and between groups according to training in the left and right feet for juggling. The PT and Cont groups did not differ significantly regarding short passes posttraining. However, a significant improvement in long passes was observed in the PT group after training period (P<0.05). Shooting was no different between and within the groups. In conclusion, these inconsistent findings are thought to be due to the applied exercise method, training duration, and the specificity of the physical growth period of the young players. Therefore, it is necessary to increase the frequency and time of proprioceptive exercise training and apply factors for cognitive ability improvement to training programs for young soccer players in future studies. These studies could suggest appropriate training methods necessary to improve the performance of young soccer players.
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Affiliation(s)
- U-Yeong Lee
- Department of Sport Science, Kangwon National University, Chuncheon,
Korea
- Interdisciplinary Program in Smart Health Science and Technology Convergence Department, Kangwon National University, Chuncheon,
Korea
| | - Chang-Hwa Joo
- Department of Sport Science, Kangwon National University, Chuncheon,
Korea
- Interdisciplinary Program in Smart Health Science and Technology Convergence Department, Kangwon National University, Chuncheon,
Korea
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Santana CCDA, Barros MVGD, Medeiros FRCD, Rangel Júnior JFLB, Cantieri FP, Alarcon D, Prado WLD. Does Physical Fitness Relate to Academic Achievement in High School Students? J Phys Act Health 2023; 20:1018-1026. [PMID: 37536682 DOI: 10.1123/jpah.2022-0534] [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: 10/02/2022] [Revised: 06/07/2023] [Accepted: 06/12/2023] [Indexed: 08/05/2023]
Abstract
BACKGROUND Academic achievement (AA) is an important issue not only during the school period since it is a strong predictor of long-term professional and social success. Physical fitness (PF) components are associated with AA, and previous studies were conducted with relatively small samples, lack of statistical power, and the conclusions are based on simple correlational analyses. The objective of this study was to analyze the association between PF (single and clustered) with AA in a large and representative sample of high school students. METHODS Cross-sectional design study conducted with 911 students, aged 13-15 years (38.52% boys) enrolled in the first year of high school. Cardiorespiratory fitness (20-m shuttle run test), muscular strength (dynamometer), and body composition (skinfolds) were measured. PF components were clustered (Z-cardiorespiratory fitness + Z-muscular strength - Z-body fatness). AA was analyzed through standard math tests. Hierarchical linear regression analysis was applied to verify the independent contribution of each single component and PF's cluster on AA. Age, screen time, maternal education, race, and type of residence were used as covariates. RESULTS Among boys, cardiorespiratory fitness was negatively associated with AA (β = -0.137; P = .041), while strength was positively associated with AA (β = 0.188; P = .004). There was no association between clustered PF indicators and AA (β = 0.064; P = .297). There was a negative association between age and AA in girls (β = -0.151; P = .003) and in boys (β = -0.128; P = .045). CONCLUSIONS These results support current literature, indicating an association between PF's component, namely muscular strength and AA (mathematics) in adolescents, even when controlled for several covariates.
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Affiliation(s)
| | | | | | | | | | - Daniela Alarcon
- California State University San Bernardino, San Bernardino, CA,USA
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Zhang J, Li Q, Zhang J, Zhao X, Jiang M, Huang X, Liu D, Yan Y, Li X, Chen J, Ma ZF, Zhang X, Ming WK, Wong TH, Yan G, Wu Y. Chinese university students' preferences for physical activity incentive programs: a discrete choice experiment. Front Public Health 2023; 11:1281740. [PMID: 38026342 PMCID: PMC10646335 DOI: 10.3389/fpubh.2023.1281740] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2023] [Accepted: 10/16/2023] [Indexed: 12/01/2023] Open
Abstract
Purpose This study aims to explore and compare Chinese university students' preferences for various physical activity motivation programs. Patients and methods A cross-sectional study was conducted in China from February 25 to March 25, 2022. Participants anonymously completed an online questionnaire based on a DCE. A total of 1,358 university students participated in the survey. The conditional logit model (CLM), willingness to accept (WTA), and propensity score matching (PSM) were used to assess college students' preferences for different attributes and levels of physical activity incentive programs. Results Respondents identified the number of bonus, exercise time, and academic rewards as the three most significant attributes of the athletic incentive program. The importance of each attribute varied based on individual characteristics such as gender and BMI. In CLM, college students displayed a preference for a "¥4" bonus amount (OR: 2.04, 95% CI 1.95-2.13), "20 min" of exercise time (OR: 1.85, 95% CI 1.79-1.92), and "bonus points for comprehensive test scores" as academic rewards (OR: 1.33, 95% CI 1.28-1.37). According to the WTA results, college students were willing to accept the highest cost to obtain academic rewards tied to composite test scores. Conclusion The number of bonus, exercise time, and academic rewards emerge as the three most crucial attributes of physical activity incentive programs. Furthermore, college students with different characteristics exhibit heterogeneity in their preferences for such programs. These findings can guide the development of programs and policies aimed at motivating college students to engage in physical activities.
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Affiliation(s)
- Jingbo Zhang
- School of Humanities and Social Sciences, Harbin Medical University, Harbin, China
| | - Qing Li
- School of Social Development and Public Policy, Beijing Normal University, Beijing, China
| | - Jinzi Zhang
- School of Humanities and Social Sciences, Harbin Medical University, Harbin, China
| | - Xianqi Zhao
- School of Public Health, Shandong University, Jinan, China
| | - Maomin Jiang
- School of Public Affairs, Xiamen University, Xiamen, China
| | - Xincheng Huang
- School of Economics and Management, Beijing Institute of Graphic Communication, Beijing, China
| | - Diyue Liu
- International School of Public Health and One Health, Hainan Medical University, Haikou, China
| | - Yupei Yan
- Department of Humanities, Arts and Media, Changzhi Medical College, Changzhi, China
| | - Xialei Li
- Department of Pharmacy Administration and Clinical Pharmacy, School of Pharmaceutical Sciences, Peking University, Beijing, China
| | - Jiangyun Chen
- School of Health Management, Southern Medical University, Guangzhou, China
| | - Zheng Feei Ma
- Centre for Public Health and Wellbeing, School of Health and Social Wellbeing, College of Health, Science and Society, University of the West of England, Bristol, United Kingdom
| | - Xiyue Zhang
- Alliance Manchester Business School, University of Manchester, Manchester, United Kingdom
| | - Wai-Kit Ming
- Department of Infectious Diseases and Public Health, Jockey Club College of Veterinary Medicine and Life Sciences, City University of Hong Kong, Hong Kong SAR, China
| | - Tak-hap Wong
- Department of Infectious Diseases and Public Health, Jockey Club College of Veterinary Medicine and Life Sciences, City University of Hong Kong, Hong Kong SAR, China
| | - Guanyun Yan
- School of Humanities and Social Sciences, Harbin Medical University, Harbin, China
| | - Yibo Wu
- School of Public Health, Peking University, Beijing, China
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Sawa S, Hagihara A. Lifestyle Pathways Affecting Children's Mental Health in Japan during the COVID-19 Pandemic. CHILDREN (BASEL, SWITZERLAND) 2023; 10:943. [PMID: 37371175 DOI: 10.3390/children10060943] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 04/04/2023] [Revised: 05/24/2023] [Accepted: 05/24/2023] [Indexed: 06/29/2023]
Abstract
The recent prolonged COVID-19 pandemic has worsened the daily lives of preschoolers and elementary school children worldwide. Although these changes may have affected their mental health, the full picture still remains unknown. Since March 2020, Japan has intermittently experienced several COVID-19 waves. This survey was conducted between February and March 2022. In this study, we investigated the pathways by which specific lifestyle factors (such as exercise, sleep, diet, and life skills) affect physical/psychosocial health (PPH) in 1183 preschoolers (3-5 years old) and 3156 elementary school children (6-11 years old) in Toyama Prefecture, Japan. These pathways were examined using a path analysis. Consequently, "life skills" was found to be the factor most strongly associated with PPH in both preschoolers and elementary school children (p < 0.001). Furthermore, it was associated with the physical activity score and with PPH via physical activity. Moreover, both boys' and girls' mental health declined with age among elementary school children (p < 0.001). The results of the current study may be helpful for early interventions (around the start of elementary school) at home and at school to improve children's mental health during the COVID-19 pandemic.
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Affiliation(s)
- Satomi Sawa
- Graduate School of Teacher Training Development, University of Toyama, 3190 Gofuku, Toyama 930-8555, Japan
| | - Akihito Hagihara
- Department of Preventive Medicine and Epidemiology, National Cerebral and Cardiovascular Center, 6-1 Kishibe Shinmachi, Suita, Osaka 564-8565, Japan
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Pindus DM, Shigeta TT, Leahy AA, Mavilidi MF, Nayak A, Marcozzi D, Montero‐Herrera B, Abbas Z, Hillman CH, Lubans DR. Sex moderates the associations between physical activity intensity and attentional control in older adolescents. Scand J Med Sci Sports 2023; 33:737-753. [PMID: 36609844 PMCID: PMC10946572 DOI: 10.1111/sms.14311] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/02/2022] [Revised: 12/01/2022] [Accepted: 01/02/2023] [Indexed: 01/09/2023]
Abstract
INTRODUCTION The relationship between physical activity (PA) intensity and executive functions in older adolescents remains poorly understood. This study aimed to examine the associations between PA intensity, volume, attentional control, and working memory and the moderating effects of sex in older adolescents. METHOD We analyzed baseline data from 418 participants (211 females, Mage = 16.5 ± 0.40 years) from the Burn 2 Learn trial. Adolescents wore GT9X Link accelerometers on a non-dominant wrist for 7 days, 24-h·d-1 . PA intensity was expressed as intensity gradient (IG) and moderate-to-vigorous PA (MVPA, Hildebrand cut-points); PA volume was expressed as average acceleration (AvACC). Attentional control was measured with a standard deviation (SDRT) and a coefficient of variation (CVRT) of the reaction time on the incongruent trials of a flanker task. Working memory was expressed as a d prime (a signal discrimination index) on the 2-back task. The moderating effects of sex on the PA-executive functions associations, adjusting for age, BMI z-score, and cardiorespiratory fitness, were tested using multilevel random intercept models. RESULTS After controlling for AvACC, sex moderated the relationships between IG and incongruent SDRT (B = 0.53, 95% CI: 0.12, 0.94) and CVRT (B = 0.63, 95% CI: 0.22, 1.05; ps ≤ 0.002). Only girls with higher IG showed smaller incongruent SDRT and CVRT (Bs ≤ -0.26, ps ≤ 0.01). IG was not related to working memory. AvACC and MVPA were not associated with attentional control or working memory. CONCLUSION Our findings reveal a novel association between higher-intensity PA and superior attentional control among adolescent girls.
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Affiliation(s)
- Dominika M. Pindus
- Department of Kinesiology and Community HealthUniversity of Illinois at Urbana‐ChampaignUrbanaIllinoisUSA
- Beckman Institute for Advanced Science and TechnologyUniversity of Illinois at Urbana‐ChampaignUrbanaIllinoisUSA
- Neuroscience ProgramUniversity of Illinois at Urbana‐ChampaignUrbanaIllinoisUSA
| | | | - Angus A. Leahy
- Centre for Active Living and Learning, College of Human and Social FuturesUniversity of New CastleCallaghanNew South WalesAustralia
| | - Myrto F. Mavilidi
- Centre for Active Living and Learning, College of Human and Social FuturesUniversity of New CastleCallaghanNew South WalesAustralia
- School of Education/Early StartUniversity of WollongongKeiravilleNew South WalesAustralia
| | - Apurva Nayak
- The School of Molecular and Cellular BiologyUniversity of Illinois at Urbana‐ChampaignUrbanaIllinoisUSA
| | - Dante Marcozzi
- The School of Molecular and Cellular BiologyUniversity of Illinois at Urbana‐ChampaignUrbanaIllinoisUSA
- Department of Computer ScienceUniversity of Illinois at Urbana‐ChampaignUrbanaIllinoisUSA
| | - Bryan Montero‐Herrera
- Department of Kinesiology and Community HealthUniversity of Illinois at Urbana‐ChampaignUrbanaIllinoisUSA
| | - Zainab Abbas
- Department of Kinesiology and Community HealthUniversity of Illinois at Urbana‐ChampaignUrbanaIllinoisUSA
| | - Charles H. Hillman
- Department of PsychologyNortheastern UniversityBostonMassachusettsUSA
- Department of Physical Therapy, Movement, & Rehabilitation SciencesNortheastern UniversityBostonMassachusettsUSA
| | - David R. Lubans
- Centre for Active Living and Learning, College of Human and Social FuturesUniversity of New CastleCallaghanNew South WalesAustralia
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Park S, Chun H, Etnier JL, Yun D. Exploring the Mediating Role of Executive Function in the Relationship between Aerobic Fitness and Academic Achievement in Adolescents. Brain Sci 2023; 13:brainsci13040614. [PMID: 37190579 DOI: 10.3390/brainsci13040614] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/26/2023] [Revised: 03/23/2023] [Accepted: 04/01/2023] [Indexed: 04/07/2023] Open
Abstract
(1) Background: The performance of physical activity at a sufficient volume can result in improvements in fitness. Aerobic fitness is a particular aspect of fitness that has consistently been shown to be related to both cognitive performance and academic achievement. Cognitive performance, particularly executive function, is itself predictive of academic achievement. It has been hypothesized that the benefits of aerobic fitness for academic achievement are due to improvements in executive function. This study explores the mediating role of cognitive performance on the relationship between physical fitness and academic achievement in high-school-aged adolescents. (2) Methods: High school students (N = 283, 127 male, 156 females, mean age = 16.05 years, SD = 0.41) performed a shuttle run test to assess aerobic fitness and completed the Stroop Color, Stroop Word, and Stroop Color–Word tests to measure information processing and inhibition. They also completed the National Union Academic Achievement Assessment (NUAAA) as part of their high school requirements. (3) Results: Mediation analyses showed that inhibition (performance in the Stroop Color–Word test) fully mediated the relationship between aerobic fitness and both mathematics and Korean performance. (4) Conclusions: This cross-sectional investigation suggests an important mediating role of cognitive performance related to executive function in understanding the relationship between aerobic fitness and the academic achievement of high-school-aged adolescents. This suggests that enhancements in performance related to executive function, which are attributed to increases in aerobic fitness, could explain the observed benefits for academic attainment.
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Affiliation(s)
- Seyun Park
- Department Sport Science, Chungnam National University, 99 Daehak-ro, Yuseong-gu, Daejeon 34134, Republic of Korea
| | - Haeyong Chun
- Department of Kinesiology, Michigan State University, 109C IM Sports Circle Building 308 W. Circle Drive, East Lansing, MI 48824, USA
| | - Jennifer L. Etnier
- Department of Kinesiology, University of North Carolina at Greensboro, Greensboro, NC 27402, USA
| | - Daehyun Yun
- Department Sport Science, Chungnam National University, 99 Daehak-ro, Yuseong-gu, Daejeon 34134, Republic of Korea
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Elish PN, Bryan CS, Boedeker P, Saksvig ER, Calvert HG, Kay CM, Meyer A, Gazmararian JA. School-Day Physical Activity and Academic Achievement: Mediators Among US Elementary Students. TRANSLATIONAL JOURNAL OF THE AMERICAN COLLEGE OF SPORTS MEDICINE 2023. [DOI: 10.1249/tjx.0000000000000224] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 02/19/2023]
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Skurvydas A, Lisinskiene A, Majauskiene D, Valanciene D, Dadeliene R, Istomina N, Sarkauskiene A, Buciunas G. What Types of Exercise Are Best for Emotional Intelligence and Logical Thinking? INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph191610076. [PMID: 36011715 PMCID: PMC9408604 DOI: 10.3390/ijerph191610076] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/27/2022] [Revised: 08/11/2022] [Accepted: 08/12/2022] [Indexed: 05/11/2023]
Abstract
The aim of our study was to determine whether EI and LT vs. intuitive thinking (CRT score) are related to participation in professional sports, independent exercise, and exercise at a gym/health center compared with no exercise. We selected 20 of the most popular types of exercise in Lithuania among respondents who exercise independently or at a gym/health center, and we ranked these types of exercise according to the participants' emotional intelligence and logical thinking. We studied 4545 women and 1824 men aged 18-74 years with a focus on whether emotional intelligence and logical thinking are related to type of exercise. Participation in any exercise was significantly related to emotional intelligence in men and women. Women in professional sports solved the lowest number of logic tasks. Women who exercise independently or at a gym/health center had better logical thinking than those who do not exercise. Among men, logical thinking was not associated with the type of exercise. We found the tendency for a negative correlation between EI and LT in the 20 most popular types of exercise. Emotional intelligence correlated positively with participation in MVPA. The highest emotional intelligence was in women who participate in dance or Pilates and in men who participate in martial arts, wrestling, boxing, or yoga. Logical thinking was the highest in men who participate in triathlon and in women who perform CrossFit. Men who practice martial arts or track and field and women who participate in cycling were in the top five for emotional intelligence and logical thinking.
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Affiliation(s)
- Albertas Skurvydas
- Education Academy, Vytautas Magnus University, K. Donelaičio Str. 58, 44248 Kaunas, Lithuania
- Department of Rehabilitation, Physical and Sports Medicine, Institute of Health Sciences, Faculty of Medicine, Vilnius University, 21/27 M.K. Čiurlionio St., 03101 Vilnius, Lithuania
| | - Ausra Lisinskiene
- Education Academy, Vytautas Magnus University, K. Donelaičio Str. 58, 44248 Kaunas, Lithuania
- Institute of Education, Studies, Education Academy, Vytautas Magnus University, K. Donelaičio Str. 58, 44248 Kaunas, Lithuania
| | - Daiva Majauskiene
- Education Academy, Vytautas Magnus University, K. Donelaičio Str. 58, 44248 Kaunas, Lithuania
- Department of Rehabilitation, Physical and Sports Medicine, Institute of Health Sciences, Faculty of Medicine, Vilnius University, 21/27 M.K. Čiurlionio St., 03101 Vilnius, Lithuania
- Correspondence: ; Tel.: +370-650-21236
| | - Dovile Valanciene
- Education Academy, Vytautas Magnus University, K. Donelaičio Str. 58, 44248 Kaunas, Lithuania
| | - Ruta Dadeliene
- Department of Rehabilitation, Physical and Sports Medicine, Institute of Health Sciences, Faculty of Medicine, Vilnius University, 21/27 M.K. Čiurlionio St., 03101 Vilnius, Lithuania
| | - Natalja Istomina
- Institute of Health Sciences, Faculty of Medicine, Vilnius University, 21/27 M.K. Čiurlionio St., 03101 Vilnius, Lithuania
| | - Asta Sarkauskiene
- Departments of Sports Recreation and Tourism, Klaipėda University, Herkaus Manto St. 84, 92294 Klaipėda, Lithuania
| | - Gediminas Buciunas
- Faculty of Law, Vytautas Magnus University, K. Donelaičio Str. 58, 44248 Kaunas, Lithuania
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Zhang D, Hong J, Chen S, Liu Y. Associations of physical activity with academic achievement and academic burden in Chinese children and adolescents: do gender and school grade matter? BMC Public Health 2022; 22:1496. [PMID: 35932047 PMCID: PMC9356485 DOI: 10.1186/s12889-022-13886-3] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/27/2021] [Accepted: 07/27/2022] [Indexed: 11/29/2022] Open
Abstract
Background Physical activity (PA) was significantly associated with cognition and mental health in children and adolescent. However, there were few studies examining the associations of PA with academic achievement (AA) and academic burden (AB) by gender and school grade. Hence, this study aimed to 1) investigate the associations of moderate-to-vigorous PA (MVPA) with AA and AB in Chinese children and adolescents, and 2) assess whether these associations vary by gender and school grade. Methods Using a multi-stage stratified cluster sampling design (at four different regions in Southern east China), 2653 children and adolescents (8–19 years old, 51.2% girls) were included. A self-reported questionnaire was used to collect data on study participants’ gender, school grade, family social economic status (SES), parental education level, MVPA, AA and AB. Binary logistic regression was applied to examine the associations of MVPA with AA (groups: above-average AA, average and below-average AA) and AB (groups: reporting AB, reporting no AB) with odds ratios (ORs) and 95% confidence intervals (CIs). After testing gender*grade interaction, those associations were explored by gender and school grade separately. Results In the overall sample, compared with children and adolescents who did not meet the PA guidelines (at least 60 min MVPA daily), children and adolescents who met the PA guidelines were more likely to have above-average (OR = 1.61, 95% CI: 1.21–2.11) AA, and report no AB (OR = 1.61, 95% CI: 1.13–2.30). In both genders, meeting the PA guidelines was positively associated with above-average AA (OR = 1.43, 95% CI: 1.01–2.03 for boys; OR = 2.22, 95% CI: 1.43–3.44 for girls). However, the significant relationship between meeting the PA guidelines and AB was observed only in girls (OR = 1.99, 95% CI: 1.17–3.39). Meeting the PA guidelines was positively associated with above-average AA (OR = 1.68, 95% CI: 1.18–2.40), and reporting no AB (OR = 1.77, 95% CI: 1.08–2.91) only in middle school students. Conclusions This study suggested that sufficient PA may be a contributary factor of improved AA and lower level of AB in Chinese children and adolescents. However, associations of PA with AA and AB may be different across gender or school grade. Promoting PA among girls or middle school students may be a good approach to improve AA and reduce AB.
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Affiliation(s)
- Danqing Zhang
- School of Physical Education, Shanghai University of Sport, Shanghai, 200438, China
| | - Jintao Hong
- Shanghai Research Institute of Sports Science (Shanghai Anti-Doping Agency), Shanghai, 200030, China
| | - Sitong Chen
- Institute for Health and Sport, Victoria University, Melbourne, VIC, 8001, Australia
| | - Yang Liu
- School of Physical Education, Shanghai University of Sport, Shanghai, 200438, China. .,Shanghai Research Centre for Physical Fitness and Health of Children and Adolescents, Shanghai, 200438, China.
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Higher Running Speed and Cardiovascular Endurance Are Associated with Greater Level of Academic Achievement in Urban Catalan Primary School Children. SUSTAINABILITY 2022. [DOI: 10.3390/su14148454] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 12/07/2022]
Abstract
The purpose of the present study was to determine the relationship between physical fitness and academic achievement in a sample of primary-school children. Data of 116 sixth-grade primary-school students (68 girls, 48 boys) from Barcelona (Catalonia, Spain) with a mean (SD) age of 11.4 years (0.4) was analyzed. To determine academic achievement, proficiency scores in the subjects Catalan language, Spanish language, English language, and Maths were derived from the Test de Compètencies Bàsiques. Physical fitness was assessed using the Cooper test (aerobic capacity), 20-m sprint test (linear velocity), and 4 × 10-m test (agility). The results showed that participants with a higher performance in the Cooper and 20-m sprint tests had significantly better academic achievement in the assessed subjects (p < 0.05; d range = 0.93 to −2.98). The findings of this investigation are interesting from a curricular perspective since a positive association between academic achievement and physical fitness indicates a strong reason to raise the physical education status in educational systems, a subject that has traditionally been considered less important by the educational community.
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Muntaner-Mas A, Mazzoli E, Abbott G, Mavilidi MF, Galmes-Panades AM. Do Physical Fitness and Executive Function Mediate the Relationship between Physical Activity and Academic Achievement? An Examination Using Structural Equation Modelling. CHILDREN 2022; 9:children9060823. [PMID: 35740760 PMCID: PMC9221993 DOI: 10.3390/children9060823] [Citation(s) in RCA: 6] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/18/2022] [Revised: 05/24/2022] [Accepted: 05/26/2022] [Indexed: 11/24/2022]
Abstract
Background: Physical activity health benefits are widely known. However, the association between physical activity, physical fitness, executive function, and academic performance need further investigation. Additionally, one of the literature gaps reveals scarce and mixed findings on what mediators of physical activity may affect academic achievement. Purpose: This investigation aims to provide knowledge about the mediation role of physical fitness and executive function in the association of physical activity with academic achievement in a cohort of Spanish schoolchildren using a structural equation modelling approach. Methods: The data for this cross-sectional study were collected from a convenience sample of children from Spain (Balearic Islands) aged between 9 and 13 years. Physical activity levels were self-reported with the Physical Activity Questionnaire for Children; physical fitness was assessed using the International Fitness Scale; executive function was assessed with the Trail Making Test, and children’s achievements were collected from the school records. Structural equation modelling was used to explore the relationship between physical activity, physical fitness, executive function, and academic achievement. Findings: Statistically significant positive direct associations were observed between physical activity and physical fitness (β = 0.46, 95% CI [0.29, 0.64]), physical fitness and executive function (β = 0.28, 95% CI [0.04, 0.52]), and executive function and academic achievement (β = 0.46, 95% CI [0.28, 0.65]), while adjusting for the confounding effects of sex and body mass index. Furthermore, indirect associations were observed between physical activity and executive function mediated by physical fitness (β = 0.13, bias-corrected 95% CI [0.02, 0.31]) and between physical fitness and academic achievement through executive function (β = 0.13, bias-corrected 95% CI [0.03, 0.32]). Conclusions: This investigation adds to the literature with evidence supporting the idea that regular PA leads to improvements in physical fitness and may support cognitive skills and academic performance in children.
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Affiliation(s)
- Adrià Muntaner-Mas
- GICAFE “Physical Activity and Exercise Sciences Research Group”, Faculty of Education, University of Balearic Islands, 07122 Palma, Spain;
- PROFITH “PROmoting FITness and Health Through Physical Activity” Research Group, Sport and Health University Research Institute (iMUDS), Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, 18011 Granada, Spain
- Correspondence:
| | - Emiliano Mazzoli
- Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Faculty of Health, Deakin University, Geelong, VIC 3220, Australia; (E.M.); (G.A.)
| | - Gavin Abbott
- Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Faculty of Health, Deakin University, Geelong, VIC 3220, Australia; (E.M.); (G.A.)
| | - Myrto F. Mavilidi
- School of Education, University of Wollongong, Wollongong, NSW 2522, Australia;
- Early Start, Faculty of Social Sciences, University of Wollongong, Wollongong, NSW 2522, Australia
| | - Aina M. Galmes-Panades
- GICAFE “Physical Activity and Exercise Sciences Research Group”, Faculty of Education, University of Balearic Islands, 07122 Palma, Spain;
- CIBEROBN “CIBER Consortium of Physiopathology of Obesity and Nutrition”, Carlos III Health Research Institute (ISCIII), 28029 Madrid, Spain
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13
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Solberg RB, Steene-Johannessen J, Wang Fagerland M, Anderssen SA, Berntsen S, Resaland GK, van Sluijs EMF, Ekelund U, Kolle E. Aerobic fitness mediates the intervention effects of a school-based physical activity intervention on academic performance. The school in Motion study - A cluster randomized controlled trial. Prev Med Rep 2022; 24:101648. [PMID: 34976697 PMCID: PMC8684017 DOI: 10.1016/j.pmedr.2021.101648] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2021] [Revised: 11/17/2021] [Accepted: 11/22/2021] [Indexed: 01/08/2023] Open
Abstract
Physical activity is associated with increased aerobic fitness and academic performance. Little is known on mechanism of physical activity effects on academic performance. We performed a cluster randomized controlled trial. Aerobic fitness mediated the intervention effect on academic performance. Activity increasing aerobic fitness is a strategy to improve academic performance.
Little information exists on the mechanism of how physical activity interventions effects academic performance. We examined whether the effects of a school-based physical activity intervention on academic performance were mediated by aerobic fitness. The School in Motion study was a nine-month cluster randomized controlled trial between September 2017 and June 2018. Students from 30 Norwegian lower secondary schools (N = 2,084, mean age [SD] = 14 [0.3] years) were randomly assigned into three groups: the Physically Active Learning (PAL) intervention (n = 10), the Don’t Worry—Be Happy (DWBH) intervention (n = 10), or control (n = 10). Aerobic fitness was assessed by the Andersen test and academic performance by national tests in reading and numeracy. Mediation was assessed according to the causal steps approach using linear mixed models. In the PAL intervention, aerobic fitness partially mediated the intervention effect on numeracy by 28% from a total effect of 1.73 points (95% CI: 1.13 to 2.33) to a natural direct effect of 1.24 points (95% CI: 0.58 to 1.91), and fully mediated the intervention effect on reading, with the total effect of 0.89 points (95% CI: 0.15 to 1.62) reduced to the natural direct effect of 0.40 points (95% CI: −0.48 to 1.28). Aerobic fitness did not mediate the effects on academic performance in the DWBH intervention. As aerobic fitness mediated the intervention effect on academic performance in one intervention, physical activity of an intensity that increases aerobic fitness is one strategy to improve academic performance among adolescents.
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Affiliation(s)
- Runar Barstad Solberg
- Department of Sports Medicine, Norwegian School of Sport Sciences, PB 4014, Ullevål Stadion, 0806 Oslo, Norway
| | - Jostein Steene-Johannessen
- Department of Sports Medicine, Norwegian School of Sport Sciences, PB 4014, Ullevål Stadion, 0806 Oslo, Norway
| | - Morten Wang Fagerland
- Department of Sports Medicine, Norwegian School of Sport Sciences, PB 4014, Ullevål Stadion, 0806 Oslo, Norway
| | - Sigmund A Anderssen
- Department of Sports Medicine, Norwegian School of Sport Sciences, PB 4014, Ullevål Stadion, 0806 Oslo, Norway
| | - Sveinung Berntsen
- Faculty of Health and Sport Science, Department of Sport Science and Physical Education, University of Agder, PB 422, 4604 Kristiansand, Norway
| | - Geir K Resaland
- Center for Physically Active Learning, Faculty of Education, Arts and Sports, Western Norway University of Applied Sciences, Campus Sogndal, 6856 Sogndal, Norway
| | - Esther M F van Sluijs
- UKCRC Centre for Diet and Activity Research (CEDAR) and MRC Epidemiology Unit, School of Clinical Medicine, University of Cambridge, Cambridge CB2 0QQ, UK
| | - Ulf Ekelund
- Department of Sports Medicine, Norwegian School of Sport Sciences, PB 4014, Ullevål Stadion, 0806 Oslo, Norway
| | - Elin Kolle
- Department of Sports Medicine, Norwegian School of Sport Sciences, PB 4014, Ullevål Stadion, 0806 Oslo, Norway
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14
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Visier-Alfonso ME, Sánchez-López M, Álvarez-Bueno C, Ruiz-Hermosa A, Nieto-López M, Martínez-Vizcaíno V. Mediators between physical activity and academic achievement: A systematic review. Scand J Med Sci Sports 2021; 32:452-464. [PMID: 34837413 DOI: 10.1111/sms.14107] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/26/2021] [Revised: 10/26/2021] [Accepted: 11/24/2021] [Indexed: 10/19/2022]
Abstract
BACKGROUND Research has suggested the beneficial effects of physical activity (PA) on academic achievement (AA). However, the mechanisms underlying this influence remain unclear. Some proposed mechanisms include physiological, cognitive, psychological, and behavioral paths. This study aimed to analyze mediators between PA and AA in children and adolescents. METHODS Systematic search in Medline, SPORTDiscuss, PsycInfo, Scopus, and Web of Science for observational and experimental studies, published up to March 2021. RESULTS Twenty-eight studies (75237 participants, aged 4-16) were included. The designs of these studies were: 21 studies cross-sectional, 5 longitudinal, and 2 experimental. Eight out of nine studies analyzing fitness as a mediator reported positive results, and one reported null finding. Adiposity was a significant mediator in one study, in two only in girls, and two reported null results. Cognition as a mediator was supported by four studies, whereas two reported null results. Regarding mental well-being, 10 out of 14 studies reported positive effects, and one out of five behavioral studies found positive results. Although studies were too sparse to draw conclusions, overall, the results indicated that self-esteem, self-image, self-efficacy, stress, and health behaviors might be potential mediators in the relationship between PA and AA. All studies were rated as medium-high quality. CONCLUSION Overall, the available evidence seems to suggest that cardiorespiratory fitness, cognition, mental well-being, and exercise-related behaviors play some role as mediators of the relationship between PA and AA. However, the cross-sectional nature of most of the reviewed studies prevents us from making any statement in terms of causal paths. Thus, well-designed follow-up and randomized controlled studies aimed not only to tests the effect of PA in AA, but also to examine the influence of mediators are required.
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Affiliation(s)
| | | | - Celia Álvarez-Bueno
- Faculty of Nursing, Universidad de Castilla-La Mancha, Cuenca, Spain.,Universidad de Castilla-La Mancha, Health and Social Research Center, Cuenca, Spain
| | - Abel Ruiz-Hermosa
- School of Education, Universidad de Castilla-La Mancha, Ciudad Real, Spain
| | - Marta Nieto-López
- Faculty of Medicine, Universidad de Castilla-La Mancha, Albacete, Spain
| | - Vicente Martínez-Vizcaíno
- Faculty of Nursing, Universidad de Castilla-La Mancha, Cuenca, Spain.,Universidad de Castilla-La Mancha, Health and Social Research Center, Cuenca, Spain.,Faculty of Medicine, Universidad Autónoma de Chile, Talca, Chile
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15
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Muntaner-Mas A, Martínez-Gómez D, Castro-Piñero J, Fernandez-Santos JR, Salmon J, Veiga ÓL, Esteban-Cornejo I. Objectively measured physical activity and academic performance in school-aged youth: The UP&DOWN longitudinal study. Scand J Med Sci Sports 2021; 31:2230-2240. [PMID: 34411337 DOI: 10.1111/sms.14036] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/07/2021] [Revised: 08/16/2021] [Accepted: 08/18/2021] [Indexed: 12/26/2022]
Abstract
To examine the longitudinal relationships between objectively measured total volume and specific intensities of physical activity (PA) with academic performance in a large sample of youth aged 6-18 years. A longitudinal study of 1046 youth (10.04 ± 3.10 years) from Spain was followed over 2 years. PA (volume and intensity) was measured by accelerometry. Academic performance was assessed through grades reported on the transcript at the end of the academic year (Mathematics, Language, an average of these two core subjects, and grade point average [GPA]). Longitudinal relationships between PA and four indicators of academic performance were examined using covariance and regression analyses, adjusted for a variety of confounders. Youth Quartile 2 for PA volume at baseline obtained better scores than those who participated in Quartiles 1 or 4 volumes of PA in GPA 2 years later (p = 0.006). There were generally no longitudinal associations between specific PA intensities and any of the academic performance indicators (all p > 0.170). However, a change in light PA over 2 years was inversely associated with three academic indicators in youth (βrange , -.103 to - 090; all P < 040). Findings suggest that participants in Quartile 2 volume of PA had a better GPA in comparison with Quartiles 1 and 4 volumes of PA during youth, but there was no association with changes in PA volume over time. PA intensity was generally unrelated to academic performance during youth. However, there was an inverted u-shape relationship between light PA changes and GPA.
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Affiliation(s)
- Adrià Muntaner-Mas
- GICAFE "Physical Activity and Exercise Sciences Research Group", University of Balearic Islands, Balearic Islands, Palma de Mallorca, Spain.,PROFITH "PROmotingFITness and Health through physical activity" research group, Department of Physical Education and Sports, Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
| | - David Martínez-Gómez
- Department of Preventive Medicine and Public Health, Universidad Autónoma de Madrid/IdiPaz, CIBER of Epidemiology and Public Health (CIBERESP), Madrid, Spain.,IMDEA Food Institute, CEI UAM+CSIC, Madrid, Spain
| | - Jose Castro-Piñero
- GALENO research group, Department of Physical Education, School of Education, University of Cádiz, Puerto Real, Spain.,Biomedical Research and Innovation Institute of cadiz, (INiBICA) Research Unit, Cadiz, Spain
| | - Jorge R Fernandez-Santos
- GALENO research group, Department of Physical Education, School of Education, University of Cádiz, Puerto Real, Spain.,Biomedical Research and Innovation Institute of cadiz, (INiBICA) Research Unit, Cadiz, Spain
| | - Jo Salmon
- Institute for Physical Activity and Nutrition, School of Exercise and Nutrition Sciences, Deakin University, Burwood, Australia
| | - Óscar L Veiga
- EstiLIFE Research Group, Department of Physical Education, Sport and Human Movement, University Autonomous of Madrid, Madrid, Spain
| | - Irene Esteban-Cornejo
- PROFITH "PROmotingFITness and Health through physical activity" research group, Department of Physical Education and Sports, Health University Research Institute (iMUDS), Department of Physical and Sports Education, Faculty of Sport Sciences, University of Granada, Granada, Spain
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16
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Lemes V, Gaya AR, Sadarangani KP, Aguilar-Farias N, Rodriguez-Rodriguez F, Martins CMDL, Fochesatto C, Cristi-Montero C. Physical Fitness Plays a Crucial Mediator Role in Relationships Among Personal, Social, and Lifestyle Factors With Adolescents' Cognitive Performance in a Structural Equation Model. The Cogni-Action Project. Front Pediatr 2021; 9:656916. [PMID: 34195161 PMCID: PMC8236613 DOI: 10.3389/fped.2021.656916] [Citation(s) in RCA: 9] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/21/2021] [Accepted: 05/19/2021] [Indexed: 12/13/2022] Open
Abstract
Background: The beneficial relationship between physical fitness and cognitive performance is affected and modulated by a wide diversity of factors that seem to be more sensitive during the development stage, particularly during early adolescence. This study aimed to examine the role of physical fitness considering the multivariate association between age, health-related quality of life (HRQOL), school vulnerability index (SVI), body mass index z-score (BMIz), physical activity, and sleep problems with the cognitive performance in boys and girls. Method: Participants were 1,196 adolescents aged 10-14 years (50.7% of boys) from Chile. Three physical fitness components and eight cognitive tasks were measured. BMIz was determined using growth references by age and sex, whereas questionaries were used to assess sleep problems, physical activity, and HRQOL. SVI was established according to the score given by the Chilean Government to educational establishments. We performed a structural equation model (SEM) to test multivariate associations among study' variables by sex. Results: Fitness was positively associated with boys' and girls' cognitive performance (β = 0.23 and β = 0.17; p = 0.001, respectively). Moreover, fitness presented a significant mediator role in the relationships between BMIz, SVI, and physical activity with cognitive performance (indirect effect). Additionally, SVI showed a negative association both direct and indirect effect in all three fitness components and all cognitive tasks, being this relationship stronger in girls than in boys. Conclusion: Our findings suggest that physical fitness and all its components play a crucial mediator role in the associations between several factors associated with adolescents' cognitive performance. Thereby, educational and health strategies should prioritise improving physical fitness through physical activity. They also should address other factors such as school vulnerability, obesity, and the early gender gap in a comprehensive approach boosting cognitive performance among early adolescents. Trial registration: Research Registry (ID: researchregistry5791).
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Affiliation(s)
- Vanilson Lemes
- Projeto Esporte Brasil – PROESP-Br, Escola de Educação Física, Fisioterapia e Dança, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
- Secretaria de Estado da Educação de Santa Catarina – SED-SC, EEB Gracinda Augusta Machado, Imbituba, Brazil
| | - Anelise R. Gaya
- Projeto Esporte Brasil – PROESP-Br, Escola de Educação Física, Fisioterapia e Dança, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Kabir P. Sadarangani
- Universidad Autónoma de Chile, Providencia, Chile
- Escuela de Kinesiología, Facultad de Salud y Odontología, Universidad Diego Portales, Santiago, Chile
| | - Nicolas Aguilar-Farias
- Department of Physical Education, Sports, and Recreation, Universidad de La Frontera, Temuco, Chile
- UFRO Activate Research Group, Universidad de La Frontera, Temuco, Chile
| | | | - Clarice Maria de Lucena Martins
- Research Centre in Physical Activity, Health, and Leisure - CIAFEL, Porto University, Porto, Portugal
- Federal University of Paraíba, João Pessoa, Brazil
| | - Camila Fochesatto
- Projeto Esporte Brasil – PROESP-Br, Escola de Educação Física, Fisioterapia e Dança, Universidade Federal do Rio Grande do Sul, Porto Alegre, Brazil
| | - Carlos Cristi-Montero
- IRyS Group, Physical Education School, Pontificia Universidad Católica de Valparaíso, Valparaíso, Chile
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17
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The Walking Classroom: Measuring the Impact of Physical Activity on Student Cognitive Performance and Mood. J Phys Act Health 2021; 18:818-825. [PMID: 34050033 DOI: 10.1123/jpah.2020-0263] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/11/2020] [Revised: 03/23/2021] [Accepted: 03/24/2021] [Indexed: 11/18/2022]
Abstract
BACKGROUND The Walking Classroom is an education program that provides students with an opportunity to accumulate physical activity without losing instructional time. METHOD This research tests Kuczala's application of kinesthetic learning theory through measuring knowledge retention, postactivity information processing, and mood in students who engage in a short bout of physical activity while listening to Walking Classroom podcasts about language arts, science, and history, and those who remain seated during a podcast, compared with baseline levels. Students from 9 high-poverty fourth- and fifth-grade classrooms (n = 319) in a North Carolina county comprised the sample. RESULTS Utilizing multivariate analysis of covariance, the results demonstrate significantly higher levels of learning while walking compared with learning while sitting. Measures of mood utilizing the 10-item version of the Positive and Negative Affect Scale also demonstrated a significant effect in predicted directions. CONCLUSION The results support that coupling physical activity with instruction leads to increased performance and mood for elementary school students.
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18
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The Impact of an 8-Weeks At-Home Physical Activity Plan on Academic Achievement at the Time of COVID-19 Lock-Down in Italian School. SUSTAINABILITY 2021. [DOI: 10.3390/su13115812] [Citation(s) in RCA: 8] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
The purpose of this randomized controlled study was to investigate the efficacy of an 8-week exercise programme conducted in e-learning mode on high school students’ academic performance. The aim was to examine the changes in physical fitness and learning outcomes during the enforced period of lockdown caused by outbreak of the second wave of COVID-19 pandemic and the closure of schools in Italy. Thirty high-school students (14–15 years) were randomly assigned to an experimental group (n = 15) that performed an at-home workout programme (~60 min., twice a week), or a control group (n = 15) who received only a regular programme of theoretical lessons where no practice takes place. Both groups were synchronized in real-time with the physical education teacher. In order to assess students’ starting level and significant changes reached, at baseline and after training, a battery of standardized assessment motor tests (Standing long jump test, Harvard step test, sit and reach test, and butt kicks test), and an academic achievement test (Amos 8–15) were administered. In comparison to the control group at baseline and the end of the programme, the experimental group reported considerable improvements in motivation and concentration, significant anxiety reduction, and an increase in capacity to organize studying and to be more flexible. Moreover, it was possible to observe the efficacy of the workout to improve learning ability among practicing students (p < 0.001). No significant changes were found in the control group. The results suggest that a school-based exercise programme conducted online could be a powerful approach in order to achieve the best academic outcomes and for improving students’ physical fitness as well as their cognitive health.
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19
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Vasilopoulos F, Ellefson MR. Investigation of the associations between physical activity, self-regulation and educational outcomes in childhood. PLoS One 2021; 16:e0250984. [PMID: 34010304 PMCID: PMC8133416 DOI: 10.1371/journal.pone.0250984] [Citation(s) in RCA: 10] [Impact Index Per Article: 3.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/06/2020] [Accepted: 04/16/2021] [Indexed: 12/04/2022] Open
Abstract
It is common knowledge that physical activity leads to physiological and psychological benefits. The current study explored the association between physical activity and self-regulation longitudinally and the indirect relationship this may have on academic achievement, using secondary data on primary and secondary school children from the Millennium Cohort Study, a cohort of infants born in 2000–2001 in the United Kingdom. There are two main findings. First, there is a positive link between physical activity and emotional (not behavioural) regulation both concurrently and longitudinally across all three time points, 7-years-old, 11-years-old and 14-years-old. The relationship was negative for emotional regulation and negligible for behavioural regulation when controlling for socioeconomic status. Second, across two time points (due to data availability), physical activity positively predicted academic achievement through emotional regulation for 7-year-olds and behavioural regulation in 11-year-olds. The impact of this relationship was more pronounced when controlling for socioeconomic status. Together these findings indicate that emotional regulation is linked to physical activity in early childhood. Subsequently, emotion regulation predicts academic attainment, suggesting that early interventions might focus on attention rather than behaviour.
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Affiliation(s)
- Fotini Vasilopoulos
- Faculty of Education, University of Cambridge, Cambridge, United Kingdom
- Department of Psychological Sciences, University of London, London, United Kingdom
- * E-mail:
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20
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Visier-Alfonso ME, Álvarez-Bueno C, Sánchez-López M, Cavero-Redondo I, Martínez-Hortelano JA, Nieto-López M, Martínez-Vizcaíno V. Fitness and executive function as mediators between physical activity and academic achievement. J Sports Sci 2021; 39:1576-1584. [PMID: 33612080 DOI: 10.1080/02640414.2021.1886665] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Physical activity is related with academic achievement in children. This cross-sectional study aimed to assess whether cardiorespiratory fitness (CRF) and executive function act as mediators of the association between moderate to vigorous physical activity (MVPA) and academic achievement. This study included 186 schoolchildren (9-11 years) from Cuenca, Spain. Sociodemographic variables, anthropometric variables, academic achievement, executive function (inhibition, cognitive flexibility and working memory), CRF (20-m shuttle run) and physical activity (by accelerometry) were measured. Serial mediation models were estimated using the Hayes´ PROCESS macro. The significant paths in the model mediating this relationship between MVPA and academic achievement were as follows: MVPA → CRF → academic achievement (IE = 0.068, 95% CI: [0.018; 0.127]; IE = 0.079, 95% CI: [0.029; 0.144]; and IE = 0.090, 95% CI: [0.032; 0.165], controlling for inhibition, cognitive flexibility and working memory, respectively), MVPA → CRF → inhibition → academic achievement (0.018, 95% CI: [0.001; 0.047]) and MVPA → cognitive flexibility → academic achievement (0.087, 95% CI: [0.012; 0.169]). The relationship between MVPA and academic achievement may not be direct but mediated by CRF, cognitive flexibility, and inhibition via CRF. Physical activity interventions to improve AA should be focused on improvements in CRF and executive function.
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Affiliation(s)
| | | | - Mairena Sánchez-López
- Health and Social Research Center, Universidad de Castilla-la Mancha, Cuenca, Spain.,School of Education, Universidad de Castilla-la Mancha, Ciudad Real, Spain
| | - Iván Cavero-Redondo
- Health and Social Research Center, Universidad de Castilla-la Mancha, Cuenca, Spain
| | | | | | - Vicente Martínez-Vizcaíno
- Nursing, Universidad de Castilla-la Mancha, Cuenca, Spain.,Faculty of Medicine, Universidad Autónoma de Chile Talca, Chile
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21
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Association of Physical Fitness with Intelligence and Academic Achievement in Adolescents. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17124362. [PMID: 32570741 PMCID: PMC7344740 DOI: 10.3390/ijerph17124362] [Citation(s) in RCA: 11] [Impact Index Per Article: 2.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 05/09/2020] [Revised: 06/11/2020] [Accepted: 06/15/2020] [Indexed: 12/28/2022]
Abstract
Physical fitness, intelligence and academic achievement are being studied from a multidisciplinary perspective. In this line, studies to advance our understanding of intelligence and academic achievement could be relevant for designing school-based programs. Our study analyzed the relationship between components of physical fitness including cardiorespiratory fitness, muscular strength and flexibility and general intelligence and academic achievement in adolescents. We recruited 403 adolescents (53.6% boys) with a mean age of 13.7 ± 1.2 years from a secondary school in Spain with a medium socioeconomic status, during the 2015/2016 school year. Cardiorespiratory fitness was assessed by the 20-m shuttle run, muscular strength with the standing long jump test and flexibility with the sit-and-reach test. General intelligence was measured by both the D48 and the Raven tests. School grades were used to determine academic achievement. Linear regression analyses showed that cardiorespiratory fitness was positively associated with intelligence in both the D48 (all β ≥ 0.184, p ≤ 0.016) and the Raven tests (all β ≥ 0.183, p ≤ 0.024). Muscular strength, flexibility and overall fitness were not associated with intelligence (all β ≤ 0.122, p ≥ 0.139). Cardiorespiratory fitness, muscular strength and flexibility were positively associated with academic achievement (all β ≥ 0.089, p ≤ 0.038), except muscular strength, which was not significantly associated with Spanish language or mathematics, (all β ≤ 0.050, p ≥ 0.200). Overall, cardiorespiratory fitness was positively associated with intelligence and academic achievement.
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22
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Andersen MP, Valeri L, Starkopf L, Mortensen RN, Sessa M, Kragholm KH, Vardinghus-Nielsen H, Bøggild H, Lange T, Torp-Pedersen C. The Mediating Effect of Pupils' Physical Fitness on the Relationship Between Family Socioeconomic Status and Academic Achievement in a Danish School Cohort. Sports Med 2020; 49:1291-1301. [PMID: 31111445 DOI: 10.1007/s40279-019-01117-6] [Citation(s) in RCA: 18] [Impact Index Per Article: 4.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/01/2022]
Abstract
INTRODUCTION Family socioeconomic status influences pupils' academic achievements, and studies have established positive associations between physical fitness and academic achievements. However, whether physical fitness mediates the relationship remains unknown. OBJECTIVE We investigated if pupils' physical fitness mediates the pathway between family socioeconomic status and academic achievement using causal inference-based mediation analysis. METHODS This study included 527 girls and 552 boys between 13 and 15 years of age from the Danish municipality of Aalborg. Physical fitness was measured through VO2max tests in 2010 and demographic data were obtained from nationwide registers. Family socioeconomic status was classified into four levels ranging from 1 to 4, where level 1 represents the lowest and level 4 the highest based on either family income or education. RESULTS Controlling for sex, ethnicity, age, and parents' cohabitation status, all total effects display higher academic achievement with increased family socioeconomic status. Splitting the effects, the direct effects reveal the existence of other pathways not involving physical fitness. The indirect effects established physical fitness as a mediator showing that pupils from family socioeconomic status levels one, three, and four changes grade by - 0.13 [95% confidence interval (CI) - 0.26, - 0.01], 0.07 (95% CI 0.00, 0.14), and 0.24 (95% CI 0.14, 0.34), respectively, compared to socioeconomic status level two. The corresponding proportions mediated are 18% (95% CI 1, 57), 6% (95 CI 0, 13), and 12% (95% CI 7, 18) when family socioeconomic status is based on education. Classifying family socioeconomic status on income, pupils from family socioeconomic status levels one, three, and four show grade changes of - 0.07 (95% CI - 0.16, 0.02), 0.22 (95% CI 0.13, 0.32), and 0.26 (95% CI 0.15, 0.37), respectively, compared to socioeconomic status level two. The corresponding proportions mediated are 12% (95% CI - 6, 41), 30% (95% CI 16, 54), and 20% (95% CI 12, 32). CONCLUSION In conclusion, pupils' physical fitness partially mediated the pathway between family socioeconomic status and academic achievement.
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Affiliation(s)
- Mikkel Porsborg Andersen
- Unit of Epidemiology and Biostatistics, Aalborg University Hospital, Sdr. Skovvej 15, 9000, Aalborg, Denmark.
| | - Linda Valeri
- McLean Hospital, Belmont Campus-North Belknap, Room 310A, Belmont, MA, USA.,Harvard Medical School Boston, Boston, MA, USA
| | - Liis Starkopf
- Section of Biostatistics, Department of Public Health, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5, 1353, Copenhagen, Denmark
| | - Rikke Nørmark Mortensen
- Unit of Epidemiology and Biostatistics, Aalborg University Hospital, Sdr. Skovvej 15, 9000, Aalborg, Denmark
| | - Maurizio Sessa
- Department of Experimental Medicine, Section of Pharmacology "L. Donatelli", University of Campania "L. Vanvitelli", Via De Crecchio 7, 80138, Naples, Italy
| | - Kristian Hay Kragholm
- Unit of Epidemiology and Biostatistics, Aalborg University Hospital, Sdr. Skovvej 15, 9000, Aalborg, Denmark
| | - Henrik Vardinghus-Nielsen
- Public Health and Epidemiology Group, Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Niels Jernes Vej 12, 9220, Aalborg, Denmark
| | - Henrik Bøggild
- Unit of Epidemiology and Biostatistics, Aalborg University Hospital, Sdr. Skovvej 15, 9000, Aalborg, Denmark.,Public Health and Epidemiology Group, Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Niels Jernes Vej 12, 9220, Aalborg, Denmark
| | - Theis Lange
- Section of Biostatistics, Department of Public Health, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5, 1353, Copenhagen, Denmark.,Center for Statistical Science, Peking University, Beijing, China
| | - Christian Torp-Pedersen
- Unit of Epidemiology and Biostatistics, Aalborg University Hospital, Sdr. Skovvej 15, 9000, Aalborg, Denmark.,Public Health and Epidemiology Group, Department of Health Science and Technology, Faculty of Medicine, Aalborg University, Niels Jernes Vej 12, 9220, Aalborg, Denmark
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Predictor Selection Using Lasso to Examine the Association of Motor Proficiency, Postural Control, Visual Efficiency, and Behavior With the Academic Skills of Elementary School-Aged Children. JOURNAL OF MOTOR LEARNING AND DEVELOPMENT 2020. [DOI: 10.1123/jmld.2018-0023] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022]
Abstract
The associations between motor proficiency, postural control, and visual efficiency with teacher and parent ratings of children’s behavior and academic skills were examined among a sample of elementary school-aged children (N = 50). Teacher and parent ratings of students’ academic skills were analyzed separately to examine the predictive nature of measures of motor proficiency. Spearman rank order correlations reported low to moderate relationships between motor proficiency, postural control, and children’s behavior (e.g., ADHD inattention) and academic skills. The least absolute shrinkage and selection operator (lasso) procedure is demonstrated as an approach for variable selection of measures of children’s motor proficiency, postural control, and visual efficiency to predict academic skills. For teacher and parent ratings of academic skills, ADHD symptom of inattention was the strongest model predictor, whereas directional control (postural control) was also a predictor for parent ratings. Study findings shed light on practical and methodological factors associated with motor skills in educational contexts.
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Álvarez-Bueno C, Hillman CH, Cavero-Redondo I, Sánchez-López M, Pozuelo-Carrascosa DP, Martínez-Vizcaíno V. Aerobic fitness and academic achievement: A systematic review and meta-analysis. J Sports Sci 2020; 38:582-589. [PMID: 32005082 DOI: 10.1080/02640414.2020.1720496] [Citation(s) in RCA: 42] [Impact Index Per Article: 10.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/25/2022]
Abstract
This study aims to quantify the association between aerobic fitness and academic achievement, and determine how different aerobic fitness tests and individual demographic characteristics may modify this association. It includes 41 cross-sectional and 7 longitudinal studies focusing on children and adolescents, from MEDLINE, EMBASE, Cochrane Central Register of Controlled Trials, Cochrane Database and Web of Science. Pooled effect sizes (ES) were estimated for the association between aerobic fitness and specific domains of academic achievement. Subgroup analyses and meta-regressions were based on aerobic fitness tests and demographic characteristics. The ES for the association between aerobic fitness with language/reading-skills, mathematics-related skills and composite scores, were 0.23 (95% CI: 0.12; 0.34); 0.27 (95% CI: 0.19; 0.36) and 0.28 (95% CI: 0.12; 0.45), respectively. Subgroup analyses by aerobic fitness test modified these associations; additionally, analyses by sex or age showed differences between boys and girls as well as between children and adolescents. Finally, meta-regressions revealed a slight effect of body mass index on these associations. Cardiorespiratory fitness is positively associated with academic achievement. Associations were dependent on demographic and aerobic fitness test characteristics, being stronger in boys than in girls, and in children than in adolescents.Systematic review registration: PROSPERO CRD42017069677.
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Affiliation(s)
- Celia Álvarez-Bueno
- Health and Social Research Center, Universidad de Castilla-La Mancha, Cuenca, Spain
| | - Charles H Hillman
- Department of Psychology, Department of Physical Therapy, Movement & Rehabilitation Sciences, Northeastern University, Boston, MA, USA
| | - Iván Cavero-Redondo
- Health and Social Research Center, Universidad de Castilla-La Mancha, Cuenca, Spain
| | - Mairena Sánchez-López
- Health and Social Research Center, Universidad de Castilla-La Mancha, Cuenca, Spain.,School of Education, Universidad de Castilla-La Mancha, Ciudad Real, Spain
| | | | - Vicente Martínez-Vizcaíno
- Health and Social Research Center, Universidad de Castilla-La Mancha, Cuenca, Spain.,Facultad de Ciencias de la Salud, Universidad Autónoma de Chile, Talca, Chile
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25
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A classroom-based physical activity intervention for adolescents: Is there an effect on self-efficacy, physical activity, and on-task behavior? HEALTH PSYCHOLOGY REPORT 2020. [DOI: 10.5114/hpr.2020.99002] [Citation(s) in RCA: 4] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022] Open
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26
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Burns RD, Bai Y, Fu Y, Pfledderer CD, Brusseau TA. Parent Engagement and Support, Physical Activity, and Academic Performance (PESPAAP): A Proposed Theoretical Model. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:E4698. [PMID: 31779083 PMCID: PMC6926631 DOI: 10.3390/ijerph16234698] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 10/26/2019] [Revised: 11/21/2019] [Accepted: 11/22/2019] [Indexed: 01/20/2023]
Abstract
An emerging area of research within public health is the interaction between parents and their children for the promotion of physical activity. Higher levels of daily physical activity may not only improve physical health but also yield better academic performance by improving cognitive skills, classroom behavior, and academic achievement within the pediatric population. However, no theoretical model has yet been proposed to interrelate constructs of parental engagement and support, physical activity, and academic performance within the pediatric population. Here, we: 1) summarize salient research related to pediatric physical activity and academic performance, parents' physical activity engagement with their children, and the role of parental support in child academic performance; 2) propose a theoretical model interrelating parent physical activity engagement and support, physical activity, and academic performance (PESPAAP); 3) identify features of the proposed model that support its potential merit; and 4) provide potential future research directions and potential analyses that can be undertaken to support, modify, or disprove the proposed theoretical model. The proposed PESPAAP model provides a logically sound model that can be modified or expanded upon to improve applicability and generalizability and can be used as a framework to help align testable hypotheses for studies examining these interrelationships.
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Affiliation(s)
- Ryan D. Burns
- Department of Health, Kinesiology, and Recreation, University of Utah, Salt Lake City, UT 84112, USA; (Y.B.); (C.D.P.); (T.A.B.)
| | - Yang Bai
- Department of Health, Kinesiology, and Recreation, University of Utah, Salt Lake City, UT 84112, USA; (Y.B.); (C.D.P.); (T.A.B.)
| | - You Fu
- School of Community Health Sciences, University of Nevada Reno, Reno, NV 89557, USA;
| | - Christopher D. Pfledderer
- Department of Health, Kinesiology, and Recreation, University of Utah, Salt Lake City, UT 84112, USA; (Y.B.); (C.D.P.); (T.A.B.)
| | - Timothy A. Brusseau
- Department of Health, Kinesiology, and Recreation, University of Utah, Salt Lake City, UT 84112, USA; (Y.B.); (C.D.P.); (T.A.B.)
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27
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Bakouei F, Omidvar S, Seyediandi SJ, Bakouei S. Are healthy lifestyle behaviors positively associated with the academic achievement of the university students? JOURNAL OF ADVANCES IN MEDICAL EDUCATION & PROFESSIONALISM 2019; 7:224-229. [PMID: 31750361 PMCID: PMC6820013 DOI: 10.30476/jamp.2019.74888] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [Download PDF] [Subscribe] [Scholar Register] [Received: 10/08/2018] [Accepted: 05/13/2019] [Indexed: 06/10/2023]
Abstract
INTRODUCTION Universally, the number of students attending the university education is high and increasing. The future of academic graduates is affected by their academic achievement. The purpose of the research was to assess the correlation among academic achievement and healthy lifestyle behaviors in university students. METHODS This cross-sectional research was conducted on 262 university students studying in the selected faculties of Babol University of Medical Sciences based on multi stage sampling technique. The students were categorized to low and high academic achievement groups according to grade point average (GPA) score at the end of the semesters. The health-promoting lifestyle profile with six domains was applied to determine healthy lifestyle behaviors. To investigate the adjusted correlation among the health promoting lifestyle's domains and academic achievement, the multi-variable logistic regression was used. RESULTS The average age of the university students was 21.36 ± 2.28 years. According to the results, some domains of healthy lifestyle behaviors between the low and the high academic achievement groups were different significantly. The results demonstrated that the spiritual growth (the only domain of healthy lifestyle behaviors) (PV = 0.002) and living situation (PV = 0.043) were significant factors affecting academic achievement. CONCLUSION The findings suggest that the public health and educa-tion professionals should try to improve the students' academic achievement through holding periodic training workshops to promote the their spiritual growth and also consider more quotas for native students to the universities.
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Affiliation(s)
- Fatemeh Bakouei
- Infertility and Health Reproductive Research Center, Health Research Institute, Babol University of Medical Sciences, Babol, Iran
| | - Shabnam Omidvar
- Social Determinants of Health Research Center, Health Research Institute,Babol University of Medical Sciences, Babol, Iran
| | - Seyed Jalil Seyediandi
- Social Determinants of Health Research Center, Health Research Institute,Babol University of Medical Sciences, Babol, Iran
| | - Sareh Bakouei
- Department of Midwifery, Faculty of Nursing and Midwifery, Qom University of Medical Sciences, Qom, Iran
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28
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Núñez JL, Mahbubani L, Huéscar E, León J. Relationships between cardiorespiratory fitness, inhibition, and math fluency: A cluster analysis. J Sports Sci 2019; 37:2660-2666. [PMID: 31448693 DOI: 10.1080/02640414.2019.1654594] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/10/2023]
Abstract
This study identified clusters of adolescents who share similar cardiorespiratory fitness levels and analysed the relationships between cardiorespiratory fitness, inhibition, and math fluency in each of the clusters. The subjects were 490 high-school students aged 10-16 years. The mean age was 13.82 years (SD = 1.12). Latent class analysis identified three clusters with high, medium, and low levels of cardiorespiratory fitness. The high-fitness cluster achieved higher scores in inhibition and math fluency than the low-fitness cluster. Path analysis revealed that the influence of cardiorespiratory fitness on inhibition was non-existent in the three clusters. The effect of inhibition on math fluency was positive and significant in all three cardiorespiratory fitness levels. Cardiorespiratory fitness had a direct, positive, and significant effect on math fluency only in the high-fitness cluster. Therefore, a high level of cardiorespiratory fitness is a significant determining factor in the explanation of math fluency. These results indicate that inhibition does not mediate the relationship between cardiorespiratory fitness and math fluency. However, the benefits of cardiorespiratory fitness affect math fluency, which has important implications for the educational environment and the teaching/learning process.
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Affiliation(s)
- Juan L Núñez
- Department of Psychology, Sociology and Social Work, University of Las Palmas de Gran Canaria , Las Palmas de Gran Canaria , Spain
| | - Luis Mahbubani
- Department of Psychology, Sociology and Social Work, University of Las Palmas de Gran Canaria , Las Palmas de Gran Canaria , Spain
| | - Elisa Huéscar
- Department of Health Psychology, Miguel Hernández University of Elche , Alicante , Spain
| | - Jaime León
- Department of Education, University of Las Palmas de Gran Canaria , Las Palmas de Gran Canaria , Spain
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Gil‐Espinosa FJ, Chillón P, Cadenas‐Sanchez C. General intelligence was associated with academic achievement but not fitness in adolescents after one year. Acta Paediatr 2019; 108:896-902. [PMID: 30054945 DOI: 10.1111/apa.14521] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 02/13/2018] [Revised: 05/07/2018] [Accepted: 07/25/2018] [Indexed: 12/18/2022]
Abstract
AIM This study investigated whether general intelligence could predict physical fitness and academic achievements one year later. METHODS We recruited 129 Spanish adolescents (57.4% boys) with a mean age of 13.6 ± 0.7 years old from a convenience sample of a single public-funded school. The first step was to assess general intelligence during the 2015-2016 school year using the D48 nonverbal test. A year later, we collected data on fitness and academic achievements. Cardiorespiratory fitness was measured with the 20-m endurance shuttle run test, muscular strength with the standing long jump and flexibility with the sit and reach test. Academic achievement was measured using school grades. The findings were assessed using three models with different variables. RESULTS One year later, general intelligence at baseline was marginally significantly associated with flexibility (p = 0.079) and mathematics (p = 0.084) in the first model, with mathematics (p = 0.029) and geography and history (p = 0.016) in the second model and with geography and history (p = 0.022) in the third model. All the analyses were controlled by age, sex, fitness and academic achievement. CONCLUSION General intelligence may not predict fitness, but it may predict academic achievements in adolescents one year later. Further studies are needed to examine our findings.
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Affiliation(s)
- Francisco Javier Gil‐Espinosa
- Researching in Sport Sciences (RSS) Research Group Department of Body Expression Faculty of Science Education IBIMA University of Malaga, Andalusia‐tech Malaga Spain
| | - Palma Chillón
- PROFITH “PROmoting FITness and Health through Physical Activity” Research Group Department of Physical and Sports Education Faculty of Sports Science University of Granada Granada Spain
| | - Cristina Cadenas‐Sanchez
- PROFITH “PROmoting FITness and Health through Physical Activity” Research Group Department of Physical and Sports Education Faculty of Sports Science University of Granada Granada Spain
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30
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Gu X, Zhang T, Lun Alan Chu T, Zhang X, Thomas Thomas K. Do Physically Literate Adolescents Have Better Academic Performance? Percept Mot Skills 2019; 126:585-602. [PMID: 31033404 DOI: 10.1177/0031512519845274] [Citation(s) in RCA: 8] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/31/2022]
Abstract
This study examined the relationship between physical literacy (i.e., motor competence, physical activity, and health-related fitness) and academic performance (i.e., executive function, class attendance, and standardized test scores) among adolescents. Second, we investigated whether these relationships differ between boys and girls using a structural invariable test. Using a prospective research design, we recruited 330 adolescents (154 boys and 176 girls; Mage = 12.52 years, SD = 0.86) in Texas and conducted correlational analyses, finding that physical literacy variables were significantly related to executive function (while the rs range was from -.16 to -.30, the high scores on the instrument we used, the Behavior Rating Inventory of Executive Function, indicate higher risks for executive dysfunction; p < .01) and positively associated with school attendance (rs range from .19 to .34; p < .05). Structural equation models supported the significant direct and indirect effects of motor competence on executive function and school attendance for boys and girls through physical fitness (all three components) and school-based moderate-to-vigorous physical activity, respectively. The structural invarince test indicated noninvariant models (based on path coefficients) between girls and boys (p < .01). Embracing psychomotor associations with physical literacy may be a promising way to elicit behavioral change in physical fitness and create a behavioral channel to academic success for adolescents.
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Affiliation(s)
- Xiangli Gu
- 1 University of Texas at Arlington, Arlington, TX, USA
| | - Tao Zhang
- 2 University of North Texas, Denton, TX, USA
| | | | - Xiaoxia Zhang
- 1 University of Texas at Arlington, Arlington, TX, USA
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Physical Activity and Social Behaviors of Urban Children in Green Playgrounds. Am J Prev Med 2019; 56:522-529. [PMID: 30772148 DOI: 10.1016/j.amepre.2018.11.004] [Citation(s) in RCA: 38] [Impact Index Per Article: 7.6] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/07/2018] [Revised: 11/06/2018] [Accepted: 11/07/2018] [Indexed: 02/02/2023]
Abstract
INTRODUCTION Nature exposure is associated with many wellbeing benefits. However, the influence of green space on the physical activity and social behaviors of children is not completely understood. The purpose of the study was to complete a stepwise impact evaluation of a large-scale playground greening project at a Title 1 elementary school in Los Angeles, California. METHODS Physical activity and social interaction data were collected with direct observation and accelerometers pre-, immediately post-, and 4 months post-greening at control (students enrolled=393) and experimental (students enrolled=538) locations from 2016 to 2017. Effects of relevant variables on recess behavior were analyzed with linear mixed models in 2018. RESULTS Zone popularity and recess behaviors did not change for control students during the study (p>0.05). Areas replaced by green space became the most popular for experimental students who transitioned from traditional playground games/sports to tag/chasing, gymnastics, climbing/jumping, and creative play. The percentage of students observed as sedentary decreased by 10.0% (95% CI=4.9%, 15.0%) at 4 months, p=0.003. Vigorous activity participation increased pre to post at the individual (48.5%, 95% CI=29.1%, 67.9%, p<0.001) and population level (41.2%, 95% CI=27.3%, 55.1%, p=0.003) and remained higher than pre-greening at 4 months (p<0.05) for girls in the experimental group only. The moderate to vigorous physical activity differential between green space and hardscape was greater for fifth graders than all other grades, p=0.002. Student physical and verbal conflict rates decreased below pre-greening rates after 4 months for the experimental group, p<0.001. CONCLUSIONS Results suggest that adding green space to asphalt-covered schoolyards helps expose children to nature, increases daily activity levels, and promotes social wellbeing in sex- and age-dependent ways.
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Tracking Changes of Chinese Pre-Service Teachers' Aerobic Fitness, Body Mass Index, and Grade Point Average Over 4-years of College. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2019; 16:ijerph16060966. [PMID: 30889842 PMCID: PMC6466098 DOI: 10.3390/ijerph16060966] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 02/12/2019] [Revised: 03/13/2019] [Accepted: 03/14/2019] [Indexed: 12/28/2022]
Abstract
Although increasing attention has been given to student academic achievement, usually measured by grade point average (GPA), and fitness in children and adolescents, much fewer studies have been conducted in higher education settings, especially in China. This study investigated the longitudinal associations of aerobic fitness (AF), body mass index (BMI), and GPA in Chinese pre-service teachers at a university. A longitudinal research design was employed to track changes in AF, BMI, and GPA, for a total of 1980 students for four years. Multi-level growth models were used to examine the interactive changes of the above three variables. It was found that GPA and BMI increased each year, while AF declined dramatically at the fourth year. The three-way interaction among GPA, gender, and BMI was significant, suggesting females who were overweight/obese had lower GPA. The data from the current study suggested that AF did not impact students' GPA. Class standing (i.e., the fourth year) and gender (i.e., females) need to be taken into consideration when designing interventions to improve student overall fitness and academic performance in Chinese pre-service teacher populations.
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Kvalø SE, Dyrstad SM, Bru E, Brønnick K. Relationship between aerobic fitness and academic performance: the mediational role of executive function. J Sports Med Phys Fitness 2019; 59:1397-1404. [PMID: 30722648 DOI: 10.23736/s0022-4707.18.08971-5] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/08/2022]
Abstract
BACKGROUND This cross-sectional study investigated whether the relationship between aerobic fitness and academic performance was mediated by executive functioning. METHODS A total of 378 children (9-10 years old) from nine primary schools in Stavanger, Norway were included. The children's aerobic fitness was measured by a 10-minute interval-running test; executive function was tested by four cognitive tests (Stroop, Trail Making, Verbal Fluency and Backwards Digit Span). A composite score for executive functions was computed and used in analyses. Academic achievement in reading, mathematics and English was determined using Norwegian national standardized tests. RESULTS Bivariate correlation analysis showed the following significant associations: mathematic achievement with executive functions (r=0.48, P=0.001), aerobic fitness with mathematics (r=0.13, P=0.012) and executive functions (r=0.17, P=0.001). A regression-based mediation analysis (PROCESS) with executive function as a mediator variable was conducted. Mediation analysis showed that the relationship between aerobic fitness and mathematic achievement was mediated by executive functions (P<0.001). CONCLUSIONS Findings revealed an indirect effect of executive function on the positive relationship between aerobic fitness and mathematic achievement.
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Affiliation(s)
- Silje E Kvalø
- Department of Education and Sport Science, University of Stavanger, Stavanger, Norway -
| | - Sindre M Dyrstad
- Department of Education and Sport Science, University of Stavanger, Stavanger, Norway.,Department of Public Health, University of Stavanger, Stavanger, Norway
| | - Edvin Bru
- Center of Learning Environment, University of Stavanger, Stavanger, Norway
| | - Kolbjørn Brønnick
- Department of Public Health, University of Stavanger, Stavanger, Norway.,Center for Age-Related Medicine (SESAM), Stavanger University Hospital, Stavanger, Norway
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Saevarsson ES, Gudmundsdottir SL, Kantomaa M, Arngrimsson SA, Sveinsson T, Skulason S, Johannsson E. Above average increases in body fat from 9 to 15 years of age had a negative impact on academic performance, independent of physical activity. Acta Paediatr 2019; 108:347-353. [PMID: 29896849 DOI: 10.1111/apa.14459] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.6] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/04/2018] [Revised: 04/10/2018] [Accepted: 06/11/2018] [Indexed: 12/23/2022]
Abstract
AIM The associations between body fat levels and physical activity with academic performance are inconclusive and were explored using longitudinal data. METHODS We enrolled 134/242 adolescents aged 15, who were studied at the age of nine and agreed to be followed up from April to May 2015 for the Health behaviours of Icelandic youth study. Accelerometers measured physical activity, body mass indexes (BMI) were calculated and dual-energy X-ray absorptiometry scans assessed the participants' body composition at nine and 15. Their language and maths skills were compared to a growth model that estimated the academic performances of children born in 1999. RESULTS Higher than normal body fat levels between the ages of nine and 15 were negatively associated with maths performance, but the same association was not found for Icelandic language studies. These were Pearson's r = -0.24 (p = 0.01) for BMI and Pearson's r = -0.34 (p = 0.01) for the percentage of body fat. No associations were found with changes in physical activity. CONCLUSION Children who put on more body fat than normal between the ages of nine and 15 had an increased risk of adverse academic performance that was independent of changes in physical activity.
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Affiliation(s)
- Elvar Smari Saevarsson
- Centre for Health and Sport Sciences; School of Education; University of Iceland; Reykjavik Iceland
| | | | - Marko Kantomaa
- Department of Epidemiology and Biostatistics; Imperial College London; London UK
| | | | - Thorarinn Sveinsson
- Research Centre for Movements Sciences; University of Iceland; Reykjavik Iceland
| | - Sigurgrimur Skulason
- Department of Psychology; School of Health Sciences; University of Iceland; Reykjavik Iceland
- Icelandic Directorate of Education; Kopavogur Iceland
| | - Erlingur Johannsson
- Centre for Health and Sport Sciences; School of Education; University of Iceland; Reykjavik Iceland
- Department of Sport and Physical Activity; Western Norway University of Applied Sciences; Bergen Norway
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Kyan A, Takakura M, Miyagi M. Mediating effect of aerobic fitness on the association between physical activity and academic achievement among adolescents: A cross-sectional study in Okinawa, Japan. J Sports Sci 2018; 37:1242-1249. [PMID: 30547722 DOI: 10.1080/02640414.2018.1554552] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
The purpose of this study was to examine the potential role of aerobic fitness (AF) as a mediator of the association between physical activity (PA) and academic achievement (AA) among Japanese junior high school students. A cross-sectional data was collected from 608 7th grade students enrolled at five public junior high schools in two suburban municipalities in Okinawa, Japan. Self-reported PA was assessed using the Patient-Centred Assessment and Counselling for Exercise plus Nutrition questionnaire. The 20-meter shuttle run test was performed to determine AF. AA was evaluated using the overall grade point average. Family structure, parental education level, and achievement motives were the self-reported covariates. The results of the bootstrapped mediation analysis indicated that PA had a direct effect on AF, which in turn influenced the AA among boys. After adjusting for AF, the association between PA and AA disappeared while the association of AF with AA still remained. However, neither PA nor AF was associated with the AA of girls. Therefore, the hypothesis that AF might mediate the relationship between PA and AA was supported for boys. Promoting AF, as a result of engaging to PA could positively influence AA particularly in boys.
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Affiliation(s)
- Akira Kyan
- a Graduate School of Health Sciences , University of the Ryukyus , Okinawa , Japan
| | - Minoru Takakura
- b Faculty of Medicine , University of the Ryukyus , Nishihara , Japan
| | - Masaya Miyagi
- c Faculty of Education , University of the Ryukyus , Okinawa , Japan
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Brusseau TA, Burns RD. Physical Activity, Health-Related Fitness, and Classroom Behavior in Children: A Discriminant Function Analysis. RESEARCH QUARTERLY FOR EXERCISE AND SPORT 2018; 89:411-417. [PMID: 30285569 DOI: 10.1080/02701367.2018.1519521] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/08/2023]
Abstract
PURPOSE The purpose of this study was to examine the predictive relationship among physical activity, health-related fitness, and on-task classroom behavior in children using a discriminant function analysis. METHOD Participants were a convenience sample of children (N = 533; Mage = 8.8 ± 1.9 years) recruited from 77 1st- through 5th-grade classrooms at 3 low-income schools in a capital city in the Southwest United States. Percent of the school day spent in sedentary behavior (%SED), moderate-to-vigorous physical activity (%MVPA), and health-related fitness scores (body mass index [BMI] and Progressive Aerobic Cardiovascular Endurance Run [PACER] laps) were assessed during school hours. Classrooms were observed for on-task behavior during the academic year with the use of 5-s momentary time sampling methodology. A discriminant function analysis was performed using a binary on-task behavior outcome, stratified by an 80% on-task behavior cut point. RESULTS The results yielded 1 function (r2 = .26, F = 13.1) explaining approximately one quarter of the total variance. The standardized function coefficients were -.29, .29, -.48, and .48 for %SED, %MVPA, BMI, and PACER laps, respectively. The sensitivity and specificity of the derived function for classifying a child into an on-task or off-task classroom were .79 and .73, respectively. Children who belonged to classrooms that achieved 80% on-task behavior displayed shorter times in sedentary behaviors (d = 1.01), lower BMI (d = 0.13), and higher PACER scores (d = 0.22) compared with children who belonged to off-task classrooms. CONCLUSION School-day physical activity behaviors and health-related fitness scores can moderately discriminate children who belong to classrooms from low-income schools that are categorized as being sufficiently on task.
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Reyes AC, Chaves R, Baxter-Jones ADG, Vasconcelos O, Tani G, Maia J. A mixed-longitudinal study of children's growth, motor development and cognition. Design, methods and baseline results on sex-differences. Ann Hum Biol 2018; 45:376-385. [PMID: 30328738 DOI: 10.1080/03014460.2018.1511828] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 10/28/2022]
Abstract
BACKGROUND There is a renewed interest in longitudinal studies which link children's growth, motor and cognition development. This is important for both educational outcomes and identification of children who are at risk. AIM To identify cross-sectional sex-differences. SUBJECTS AND METHODS In total, 1166 Portuguese children, aged 4-11 years, were recruited into the Growth, Motor Development and Cognition Study (GMDC-Vouzela study). Measures included: anthropometry, gestational development, motor coordination, cognitive performance, laterality, physical fitness, metabolic syndrome risk, lifestyle characteristics and environmental exposures. Analysis of covariance was used to compare outcomes between boys and girls, adjusting for chronological age. RESULTS Most variables did not show significant differences between the sexes (p > 0.05). However, girls had more body fat mass than boys (p < 0.05) and boys were significantly heavier at birth (p < 0.05); furthermore, boys outperformed girls in a hopping high coordination test (p < 0.001) and were more physically fit (p < 0.05). CONCLUSIONS Baseline results from the GMDC-Vouzela study indicate the dynamic relationships between children's biological and environmental characteristics. They also highlight lifestyle traits that will most likely effect subsequent growth, motor and cognitive development.
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Affiliation(s)
| | - Raquel Chaves
- b Department of Physical Education , Federal University of Technology of Paraná , Curitiba , Brazil
| | | | - Olga Vasconcelos
- a CIFI2D, Faculty of Sport , University of Porto , Porto , Portugal
| | - Go Tani
- d School of Physical Education and Sport , University of São Paulo , São Paulo , Brazil
| | - José Maia
- a CIFI2D, Faculty of Sport , University of Porto , Porto , Portugal
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Bartee RT, Heelan KA, Dority BL. Longitudinal Evaluation of Aerobic Fitness and Academic Achievement Among Schoolchildren. THE JOURNAL OF SCHOOL HEALTH 2018; 88:644-650. [PMID: 30133778 DOI: 10.1111/josh.12666] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 05/21/2017] [Revised: 10/20/2017] [Accepted: 03/04/2018] [Indexed: 06/08/2023]
Abstract
BACKGROUND Research is emerging suggesting that fitness not only improves health, but enhances academic achievement in children. Many studies have found the strongest correlation with academic achievement to be aerobic fitness. The purpose of this study is to examine the influence of aerobic fitness and academic ranking on the association between improvements in students' aerobic fitness and their academic achievement. METHODS Data were collected from 1152 second- through fifth-grade students enrolled in 10 Midwestern schools. School-fixed effects models were used to estimate the impact of improved aerobic fitness from the fall to the spring semester on students' spring percentile rankings in math and reading. RESULTS Students whose progressive aerobic cardiovascular endurance run improved from the fall to spring semester moved up the national spring math percentile rankings by 2.71 percentiles (p < .001) for all students, 4.77 (p < .001) for less-fit students, and 3.53 (p < .05) for lower performing math students. No statistically significant relationship was found between improved aerobic fitness and reading achievement. CONCLUSIONS Improving fitness could potentially have the greatest academic benefit for those elementary students who need it the most-the less fit and the lower academic performers.
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Affiliation(s)
- Roderick T Bartee
- University of Nebraska at Kearney, Cushing Coliseum W216,1410 West 26th Street, Kearney, NE 68849
| | - Kate A Heelan
- University of Nebraska at Kearney, Cushing Coliseum W218,1410 West 26th Street, Kearney, NE 68849
| | - Bree L Dority
- University of Nebraska at Kearney, West Center, 140 C, 2504 9th Avenue, Kearney, NE 68849
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Ishihara T, Morita N, Nakajima T, Okita K, Sagawa M, Yamatsu K. Modeling relationships of achievement motivation and physical fitness with academic performance in Japanese schoolchildren: Moderation by gender. Physiol Behav 2018; 194:66-72. [PMID: 29704529 DOI: 10.1016/j.physbeh.2018.04.031] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/18/2018] [Revised: 04/07/2018] [Accepted: 04/24/2018] [Indexed: 01/23/2023]
Abstract
The aim of this study was to determine, using structural equation modeling, the comprehensive relationships of achievement motivation (self-fulfillment achievement motivation [SFAM] and competitive achievement motivation [CAM]), daily behaviors (exercise habits, screen time, and learning duration), body mass index [BMI], and cardiorespiratory fitness [CRF]) with academic performance among schoolchildren. Three hundred twenty-five schoolchildren (172 males and 153 females; 12-13 years old) were recruited. Academic performance was assessed using the total grade points in 8 academic subjects (GP8); CRF using the 20-m shuttle run; and achievement motivation, daily behaviors, and socioeconomic status using questionnaires. Socioeconomic status was included as a control variable. In males, two cascade associations of achievement motivation to GP8 were detected: (1) SFAM → screen time/learning duration → GP8, and (2) CAM → exercise habit → CRF → GP8 (χ2 = 8.72, p = .19, AGFI = .92). In females, two cascade associations were also detected: (1) SFAM → screen time/learning habit → GP8, and (2) exercise habit → BMI2 → GP8 (χ2 = 6.17, p = .41, AGFI = .93). Our results suggest that greater achievement motivation is associated with academic success via various physiological/behavioral factors, and that these associations differ by gender.
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Affiliation(s)
- Toru Ishihara
- Tamagawa University Brain Science Institute, Machida, Japan
| | - Noriteru Morita
- Department of Sport Cultural Studies, Hokkaido University of Education, Iwamizawa, Japan.
| | - Toshihiro Nakajima
- Department of Teachers Training, Hokkaido University of Education, Sapporo, Japan
| | - Koichi Okita
- Department of Sport Education, Hokusho University, Ebetsu, Japan
| | - Masato Sagawa
- Department of Sport Cultural Studies, Hokkaido University of Education, Iwamizawa, Japan
| | - Koji Yamatsu
- Faculty of Education, Saga University, Saga, Japan
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de Bruijn A, Hartman E, Kostons D, Visscher C, Bosker R. Exploring the relations among physical fitness, executive functioning, and low academic achievement. J Exp Child Psychol 2018; 167:204-221. [DOI: 10.1016/j.jecp.2017.10.010] [Citation(s) in RCA: 26] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/12/2017] [Revised: 10/17/2017] [Accepted: 10/18/2017] [Indexed: 01/11/2023]
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Xu Q, Sansgiry SS. Association between physical activity and grade point average among a cohort of pharmacy students in didactic years. CURRENTS IN PHARMACY TEACHING & LEARNING 2018; 10:333-339. [PMID: 29764637 DOI: 10.1016/j.cptl.2017.11.007] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 01/18/2017] [Revised: 07/24/2017] [Accepted: 11/24/2017] [Indexed: 06/08/2023]
Abstract
INTRODUCTION The physical activity (PA) behavior and its association with academic performance has not been examined among professional pharmacy (PharmD) students in didactic years. METHODS A survey was administered to a cohort of PharmD students at University of Houston that collected information related to each student's PA and grade point average (GPA). Correlation analyses and multiple regression were performed to evaluate factors associated with GPA. RESULTS The response rate was 58.1%. Stepwise multiple regression indicated that learning capacity and gender were major predictors for GPA. There was no significant association between PA and GPA. DISCUSSION AND CONCLUSIONS Higher learning capacity and lower body mass index (BMI) were associated with higher GPA in PharmD students in their didactic years. Strategies such as engaging students in moderate to vigorous PA may enhance learning capacity and lower BMI; this may further positively influence students' GPA. In addition to an emphasis on academic competence, pharmacy education that can better incorporate exercise would help students establish regular PA behaviors. This may improve their health outcomes and facilitate future patient counseling practices.
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Affiliation(s)
- Qingqing Xu
- Health and Biomedical Sciences Building 2, 4849 Calhoun, Houston, TX 77204-5000 United States.
| | - Sujit S Sansgiry
- Health and Biomedical Sciences Building 2, 4849 Calhoun, Houston, TX 77204-5000 United States.
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Ishihara T, Morita N, Nakajima T, Okita K, Yamatsu K, Sagawa M. Direct and indirect relationships of physical fitness, weight status, and learning duration to academic performance in Japanese schoolchildren. Eur J Sport Sci 2017; 18:286-294. [PMID: 29220310 DOI: 10.1080/17461391.2017.1409273] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/07/2023]
Abstract
The purpose of this study was to determine, using structural equation modelling (SEM), the direct and indirect influence of daily behaviours (i.e. exercise/learning durations), weight status, and physical fitness on academic performance among seventh-grade schoolchildren, after controlling for socioeconomic status. We analysed cross-sectional data from 274 schoolchildren (159 males and 115 females; 12-13 years old). Academic performance was assessed using the total grade points in eight academic subjects. Physical fitness was evaluated using the total score of eight physical fitness tests and weight status using body mass index. The daily behaviours and socioeconomic status were assessed by the questionnaire. The SEM showed an adequate fit to the data (χ2 = 0.684, p = .710, RMSEA = .000). Physical fitness and learning durations had direct effects on academic performance (β = .301, p < .001; β = .132, p = .037, respectively) after controlling for confounders. Healthy weight status and exercise habits positively indirectly influenced academic performance via physical fitness. These findings suggest that, independent of socioeconomic status and learning durations, exercise habits and maintaining healthy weight status may indirectly contribute to academic success via better physical fitness in children.
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Affiliation(s)
- Toru Ishihara
- a Department of Health and Physical Education, Faculty of Education , Hokkaido University , Sapporo , Japan
| | - Noriteru Morita
- b Department of Sports Cultural Studies , Hokkaido University of Education , Iwamizawa , Japan
| | - Toshihiro Nakajima
- c Faculty of Human Life Sciences , Fuji Women's University , Ishikari , Japan
| | - Koichi Okita
- d Department of Sport Education , Hokusho University , Ebetsu , Japan
| | - Koji Yamatsu
- e Faculty of Education , Saga University , Saga , Japan
| | - Masato Sagawa
- b Department of Sports Cultural Studies , Hokkaido University of Education , Iwamizawa , Japan
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Marques A, Santos DA, Hillman CH, Sardinha LB. How does academic achievement relate to cardiorespiratory fitness, self-reported physical activity and objectively reported physical activity: a systematic review in children and adolescents aged 6–18 years. Br J Sports Med 2017; 52:1039. [DOI: 10.1136/bjsports-2016-097361] [Citation(s) in RCA: 96] [Impact Index Per Article: 13.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 09/12/2017] [Indexed: 11/03/2022]
Abstract
ObjectiveThis report aimed to systematically review the evidence for a differential association between objective and self-reported physical activity and cardiorespiratory fitness on academic achievement.DesignSystematic review.Data sourcesStudies were identified from searches in Embase, Education Resources Information Center, PubMed, PsycINFO, SPORTdiscus and Web of Science databases from January 2000 to December 2016.Eligibility criteria for selecting studiesEligibility criteria included cross-sectional, longitudinal and interventional study designs. Outcomes included students’ school grade or a standardised test or measure of academic achievement. Explanatory variables were cardiorespiratory fitness and objective and self-reported physical activity. Inclusion criteria included school-aged children and adolescents aged–18 years (or students from primary to secondary school when student’s participants age was not described) and articles published in English, Portuguese or Spanish.ResultsA total of 51 articles met inclusion criteria: 41 cross-sectional, 2 intervention and 8 longitudinal studies. Results from 11 studies were inconsistent regarding the relationship between objectively measured physical activity and academic achievement. Ten of the 16 articles reported positive associations between self-reported physical activity and academic achievement. From the 22 studies that analysed the relationship between cardiorespiratory fitness and academic achievement, it was verified that they all generally support the beneficial effect of cardiorespiratory fitness on students’ academic achievement.ConclusionHigher cardiorespiratory fitness may be important to enhance children and adolescents’ health and, additionally, academic achievement. Due to a lack of consensus across studies, methodological issues associated with the assessment of physical activity should be considered when investigating physical activity and academic achievement.
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Andersen MP, Starkopf L, Sessa M, Mortensen RN, Vardinghus-Nielsen H, Bøggild H, Lange T, Torp-Pedersen C. The indirect and direct pathways between physical fitness and academic achievement on commencement in post-compulsory education in a historical cohort of Danish school youth. BMC Public Health 2017; 17:699. [PMID: 28893221 PMCID: PMC5594547 DOI: 10.1186/s12889-017-4712-y] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 01/03/2017] [Accepted: 09/05/2017] [Indexed: 11/22/2022] Open
Abstract
Background Some studies have found positive associations between physical fitness and academic achievements. Pupils’ academic achievements should indicate scholastic abilities to commence a post-compulsory education. However, the effect magnitude of physical fitness and academic achievements on commencement in post-compulsory education is unknown. We examined the pathways between physical fitness and academic achievement on pupils’ commencement in post-compulsory education. Methods This historical cohort study followed 530 girls and 554 boys from the Danish municipality of Aalborg in the period 2008–2014, 13 to 15 years old in 2010. Physical fitness was assessed through a watt-max cycle ergometer test represented as VO2max (mL·kg−1·min−1). Academic achievement, commencement status and information on covariates were obtained from Danish nationwide registers. Causal inference based mediation analysis was used to investigate the indirect and direct pathways by separating the total effect of physical fitness on post-compulsory education commencement. Results Adjusting for sex, age, ethnicity and socioeconomic status, the overall mediation analysis showed an odds ratio (OR) of 1.87 (95% confidence interval (CI): 1.30; 2.73) for the total effect, corresponding to an increase in odds of post-compulsory education commencement when the physical fitness was increased by 10 units of VO2max. The separated total effect showed a natural direct OR of 1.36 (95% CI: 0.93; 1.98) and a natural indirect (i.e., through academic achievement) OR of 1.37 (95% CI: 1.20; 1.57). Thus, 51% (95% CI: 27%; 122%) of the effect of physical fitness on post-compulsory education commencement was mediated through academic achievement. Conclusion Physical fitness had a positive effect on post-compulsory education commencement. A substantial part of this effect was mediated through academic achievement.
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Affiliation(s)
- Mikkel Porsborg Andersen
- Public Health and Epidemiology Group, Department of Health Science and Technology, Aalborg University, Niels Jernes Vej 12 Øst, 9220, Aalborg, Denmark.
| | - Liis Starkopf
- Section of Biostatistics, Department of Public Health, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5, 1353, København K, Denmark
| | - Maurizio Sessa
- Department of Experimental Medicine, Section of Pharmacology "L. Donatelli", Second University of Naples, Via De Crecchio 7, 80138, Naples, Italy
| | - Rikke Nørmark Mortensen
- Department of Clinical Epidemiology, Aalborg University Hospital, Sdr. Skovvej 15, 9000, Aalborg, Denmark
| | - Henrik Vardinghus-Nielsen
- Public Health and Epidemiology Group, Department of Health Science and Technology, Aalborg University, Niels Jernes Vej 12 Øst, 9220, Aalborg, Denmark
| | - Henrik Bøggild
- Public Health and Epidemiology Group, Department of Health Science and Technology, Aalborg University, Niels Jernes Vej 12 Øst, 9220, Aalborg, Denmark
| | - Theis Lange
- Section of Biostatistics, Department of Public Health, Faculty of Health and Medical Sciences, University of Copenhagen, Øster Farimagsgade 5, 1353, København K, Denmark.,Center for Statistical Science, Peking University, Beijing, China
| | - Christian Torp-Pedersen
- Public Health and Epidemiology Group, Department of Health Science and Technology, Aalborg University, Niels Jernes Vej 12 Øst, 9220, Aalborg, Denmark
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Donnelly JE, Hillman CH, Castelli D, Etnier JL, Lee S, Tomporowski P, Lambourne K, Szabo-Reed AN. Physical Activity, Fitness, Cognitive Function, and Academic Achievement in Children: A Systematic Review. Med Sci Sports Exerc 2017; 48:1197-222. [PMID: 27182986 DOI: 10.1249/mss.0000000000000901] [Citation(s) in RCA: 817] [Impact Index Per Article: 116.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/14/2022]
Abstract
BACKGROUND The relationship among physical activity (PA), fitness, cognitive function, and academic achievement in children is receiving considerable attention. The utility of PA to improve cognition and academic achievement is promising but uncertain; thus, this position stand will provide clarity from the available science. OBJECTIVE The purpose of this study was to answer the following questions: 1) among children age 5-13 yr, do PA and physical fitness influence cognition, learning, brain structure, and brain function? 2) Among children age 5-13 yr, do PA, physical education (PE), and sports programs influence standardized achievement test performance and concentration/attention? STUDY ELIGIBILITY CRITERIA This study used primary source articles published in English in peer-reviewed journals. Articles that presented data on, PA, fitness, or PE/sport participation and cognition, learning, brain function/structure, academic achievement, or concentration/attention were included. DATA SOURCES Two separate searches were performed to identify studies that focused on 1) cognition, learning, brain structure, and brain function and 2) standardized achievement test performance and concentration/attention. PubMed, ERIC, PsychInfo, SportDiscus, Scopus, Web of Science, Academic Search Premier, and Embase were searched (January 1990-September 2014) for studies that met inclusion criteria. Sixty-four studies met inclusion criteria for the first search (cognition/learning/brain), and 73 studies met inclusion criteria for the second search (academic achievement/concentration). STUDY APPRAISAL AND SYNTHESIS METHODS Articles were grouped by study design as cross-sectional, longitudinal, acute, or intervention trials. Considerable heterogeneity existed for several important study parameters; therefore, results were synthesized and presented by study design. RESULTS A majority of the research supports the view that physical fitness, single bouts of PA, and PA interventions benefit children's cognitive functioning. Limited evidence was available concerning the effects of PA on learning, with only one cross-sectional study meeting the inclusion criteria. Evidence indicates that PA has a relationship to areas of the brain that support complex cognitive processes during laboratory tasks. Although favorable results have been obtained from cross-sectional and longitudinal studies related to academic achievement, the results obtained from controlled experiments evaluating the benefits of PA on academic performance are mixed, and additional, well-designed studies are needed. LIMITATIONS Limitations in evidence meeting inclusion criteria for this review include lack of randomized controlled trials, limited studies that are adequately powered, lack of information on participant characteristics, failure to blind for outcome measures, proximity of PA to measurement outcomes, and lack of accountability for known confounders. Therefore, many studies were ranked as high risk for bias because of multiple design limitations. CONCLUSIONS The present systematic review found evidence to suggest that there are positive associations among PA, fitness, cognition, and academic achievement. However, the findings are inconsistent, and the effects of numerous elements of PA on cognition remain to be explored, such as type, amount, frequency, and timing. Many questions remain regarding how to best incorporate PA within schools, such as activity breaks versus active lessons in relation to improved academic achievement. Regardless, the literature suggests no indication that increases in PA negatively affect cognition or academic achievement and PA is important for growth and development and general health. On the basis of the evidence available, the authors concluded that PA has a positive influence on cognition as well as brain structure and function; however, more research is necessary to determine mechanisms and long-term effect as well as strategies to translate laboratory findings to the school environment. Therefore, the evidence category rating is B. The literature suggests that PA and PE have a neutral effect on academic achievement. Thus, because of the limitations in the literature and the current information available, the evidence category rating for academic achievement is C.
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Schmidt M, Egger F, Benzing V, Jäger K, Conzelmann A, Roebers CM, Pesce C. Disentangling the relationship between children's motor ability, executive function and academic achievement. PLoS One 2017; 12:e0182845. [PMID: 28817625 PMCID: PMC5560562 DOI: 10.1371/journal.pone.0182845] [Citation(s) in RCA: 63] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/01/2017] [Accepted: 07/25/2017] [Indexed: 12/18/2022] Open
Abstract
Even though positive relations between children's motor ability and their academic achievement are frequently reported, the underlying mechanisms are still unclear. Executive function has indeed been proposed, but hardly tested as a potential mediator. The aim of the present study was therefore to examine the mediating role of executive function in the relationship between motor ability and academic achievement, also investigating the individual contribution of specific motor abilities to the hypothesized mediated linkage to academic achievement. At intervals of ten weeks, 236 children aged between 10 and 12 years were tested in terms of their motor ability (t1: cardiovascular endurance, muscular strength, motor coordination), core executive functions (t2: updating, inhibition, shifting), and academic achievement (t3: mathematics, reading, spelling). Structural equation modelling revealed executive function to be a mediator in the relation between motor ability and academic achievement, represented by a significant indirect effect. In separate analyses, each of the three motor abilities were positively related to children's academic achievement. However, only in the case of children's motor coordination, the mediation by executive function accounted for a significance percentage of variance of academic achievement data. The results provide evidence in support of models that conceive executive function as a mechanism explaining the relationship that links children's physical activity-related outcomes to academic achievement and strengthen the advocacy for quality physical activity not merely focused on health-related physical fitness outcomes, but also on motor skill development and learning.
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Affiliation(s)
- Mirko Schmidt
- Institute of Sport Science, University of Bern, Bern, Switzerland
| | - Fabienne Egger
- Institute of Sport Science, University of Bern, Bern, Switzerland
| | - Valentin Benzing
- Institute of Sport Science, University of Bern, Bern, Switzerland
| | - Katja Jäger
- Department of Psychology, University of Bern, Bern, Switzerland
| | - Achim Conzelmann
- Institute of Sport Science, University of Bern, Bern, Switzerland
| | | | - Caterina Pesce
- Department of Movement, Human and Health Sciences, University "Foro Italico" of Rome, Rome, Italy
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Aadland KN, Ommundsen Y, Aadland E, Brønnick KS, Lervåg A, Resaland GK, Moe VF. Executive Functions Do Not Mediate Prospective Relations between Indices of Physical Activity and Academic Performance: The Active Smarter Kids (ASK) Study. Front Psychol 2017; 8:1088. [PMID: 28706500 PMCID: PMC5489630 DOI: 10.3389/fpsyg.2017.01088] [Citation(s) in RCA: 22] [Impact Index Per Article: 3.1] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/11/2017] [Accepted: 06/13/2017] [Indexed: 11/13/2022] Open
Abstract
Changes in cognitive function induced by physical activity have been proposed as a mechanism for the link between physical activity and academic performance. The aim of this study was to investigate if executive function mediated the prospective relations between indices of physical activity and academic performance in a sample of 10-year-old Norwegian children. The study included 1,129 children participating in the Active Smarter Kids (ASK) trial, followed over 7 months. Structural equation modeling (SEM) with a latent variable of executive function (measuring inhibition, working memory, and cognitive flexibility) was used in the analyses. Predictors were objectively measured physical activity, time spent sedentary, aerobic fitness, and motor skills. Outcomes were performance on national tests of numeracy, reading, and English (as a second language). Generally, indices of physical activity did not predict executive function and academic performance. A modest mediation effect of executive function was observed for the relation between motor skills and academic performance. Trial registration: Clinicaltrials.gov registry, trial registration number: NCT02132494.
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Affiliation(s)
- Katrine N. Aadland
- Faculty of Teacher Education and Sport, Western Norway University of Applied SciencesBergen, Norway
| | - Yngvar Ommundsen
- Department of Coaching and Psychology, Norwegian School of Sport SciencesOslo, Norway
| | - Eivind Aadland
- Faculty of Teacher Education and Sport, Western Norway University of Applied SciencesBergen, Norway
| | - Kolbjørn S. Brønnick
- Network for Medical Sciences, University of StavangerStavanger, Norway
- TIPS-Centre for Clinical Research in Psychosis, Stavanger University HospitalStavanger, Norway
| | - Arne Lervåg
- Faculty of Teacher Education and Sport, Western Norway University of Applied SciencesBergen, Norway
- Department of Education, Faculty of Educational Sciences, University of OsloOslo, Norway
| | - Geir K. Resaland
- Faculty of Teacher Education and Sport, Western Norway University of Applied SciencesBergen, Norway
| | - Vegard F. Moe
- Faculty of Teacher Education and Sport, Western Norway University of Applied SciencesBergen, Norway
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Lundbye-Jensen J, Skriver K, Nielsen JB, Roig M. Acute Exercise Improves Motor Memory Consolidation in Preadolescent Children. Front Hum Neurosci 2017; 11:182. [PMID: 28473761 PMCID: PMC5397400 DOI: 10.3389/fnhum.2017.00182] [Citation(s) in RCA: 21] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/15/2016] [Accepted: 03/28/2017] [Indexed: 11/29/2022] Open
Abstract
Objective: The ability to acquire new motor skills is essential both during childhood and later in life. Recent studies have demonstrated that an acute bout of exercise can improve motor memory consolidation in adults. The objective of the present study was to investigate whether acute exercise protocols following motor skill practice in a school setting can also improve long-term retention of motor memory in preadolescent children. Methods: Seventy-seven pre-adolescent children (age 10.5 ± 0.75 (SD)) participated in the study. Prior to the main experiment age, BMI, fitness status and general physical activity level was assessed in all children and they were then randomly allocated to three groups. All children practiced a visuomotor tracking task followed by 20 min of rest (CON), high intensity intermittent floorball (FLB) or running (RUN) with comparable exercise intensity and duration for exercise groups. Delayed retention of motor memory was assessed 1 h, 24 h and 7 days after motor skill acquisition. Results: During skill acquisition, motor performance improved significantly to the immediate retention test with no differences between groups. One hour following skill acquisition, motor performance decreased significantly for RUN. Twenty-four hours following skill acquisition there was a tendency towards improved performance for FLB but no significant effects. Seven days after motor practice however, both FLB and RUN performed better when compared to their immediate retention test indicating significant offline gains. This effect was not observed for CON. In contrast, 7 days after motor practice, retention of motor memory was significantly better for FLB and RUN compared to CON. No differences were observed when comparing FLB and RUN. Conclusions: Acute intense intermittent exercise performed immediately after motor skill acquisition facilitates long-term motor memory in pre-adolescent children, presumably by promoting memory consolidation. The results also demonstrate that the effects can be accomplished in a school setting. The positive effect of both a team game (i.e., FLB) and running indicates that the observed memory improvements are determined to a larger extent by physiological factors rather than the types of movements performed during the exercise protocol.
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Affiliation(s)
- Jesper Lundbye-Jensen
- Department of Nutrition, Exercise and Sports, University of CopenhagenCopenhagen, Denmark.,Department of Neuroscience and Pharmacology, University of CopenhagenCopenhagen, Denmark.,Copenhagen Centre for Team Sport and Health, University of CopenhagenCopenhagen, Denmark
| | - Kasper Skriver
- Department of Nutrition, Exercise and Sports, University of CopenhagenCopenhagen, Denmark.,Department of Neuroscience and Pharmacology, University of CopenhagenCopenhagen, Denmark.,Copenhagen Centre for Team Sport and Health, University of CopenhagenCopenhagen, Denmark
| | - Jens B Nielsen
- Department of Neuroscience and Pharmacology, University of CopenhagenCopenhagen, Denmark
| | - Marc Roig
- Memory and Motor Rehabilitation Laboratory (MEMORY-LAB), Feil and Oberfeld Research Centre, Jewish Rehabilitation Hospital, Montreal Center for Interdisciplinary Research in Rehabilitation (CRIR)Laval, QC, Canada.,School of Physical and Occupational Therapy, Faculty of Medicine, McGill UniversityMontreal, QC, Canada
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KAO SHIHCHUN, WESTFALL DANIELR, PARKS ANDREWC, PONTIFEX MATTHEWB, HILLMAN CHARLESH. Muscular and Aerobic Fitness, Working Memory, and Academic Achievement in Children. Med Sci Sports Exerc 2017; 49:500-508. [DOI: 10.1249/mss.0000000000001132] [Citation(s) in RCA: 54] [Impact Index Per Article: 7.7] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/21/2022]
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50
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Poitras VJ, Gray CE, Borghese MM, Carson V, Chaput JP, Janssen I, Katzmarzyk PT, Pate RR, Connor Gorber S, Kho ME, Sampson M, Tremblay MS. Systematic review of the relationships between objectively measured physical activity and health indicators in school-aged children and youth. Appl Physiol Nutr Metab 2017; 41:S197-239. [PMID: 27306431 DOI: 10.1139/apnm-2015-0663] [Citation(s) in RCA: 1106] [Impact Index Per Article: 158.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/15/2022]
Abstract
Moderate-to-vigorous physical activity (MVPA) is essential for disease prevention and health promotion. Emerging evidence suggests other intensities of physical activity (PA), including light-intensity activity (LPA), may also be important, but there has been no rigorous evaluation of the evidence. The purpose of this systematic review was to examine the relationships between objectively measured PA (total and all intensities) and health indicators in school-aged children and youth. Online databases were searched for peer-reviewed studies that met the a priori inclusion criteria: population (apparently healthy, aged 5-17 years), intervention/exposure/comparator (volumes, durations, frequencies, intensities, and patterns of objectively measured PA), and outcome (body composition, cardiometabolic biomarkers, physical fitness, behavioural conduct/pro-social behaviour, cognition/academic achievement, quality of life/well-being, harms, bone health, motor skill development, psychological distress, self-esteem). Heterogeneity among studies precluded meta-analyses; narrative synthesis was conducted. A total of 162 studies were included (204 171 participants from 31 countries). Overall, total PA was favourably associated with physical, psychological/social, and cognitive health indicators. Relationships were more consistent and robust for higher (e.g., MVPA) versus lower (e.g., LPA) intensity PA. All patterns of activity (sporadic, bouts, continuous) provided benefit. LPA was favourably associated with cardiometabolic biomarkers; data were scarce for other outcomes. These findings continue to support the importance of at least 60 min/day of MVPA for disease prevention and health promotion in children and youth, but also highlight the potential benefits of LPA and total PA. All intensities of PA should be considered in future work aimed at better elucidating the health benefits of PA in children and youth.
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Affiliation(s)
- Veronica Joan Poitras
- a Healthy Active Living and Obesity Research Group, Children's Hospital of Eastern Ontario Research Institute, 401 Smyth Road, Ottawa, ON K1H 8L1, Canada
| | - Casey Ellen Gray
- a Healthy Active Living and Obesity Research Group, Children's Hospital of Eastern Ontario Research Institute, 401 Smyth Road, Ottawa, ON K1H 8L1, Canada
| | - Michael M Borghese
- b School of Kinesiology and Health Studies, Queen's University, Kingston, ON K7L 3N6, Canada
| | - Valerie Carson
- c Faculty of Physical Education and Recreation, University of Alberta, Edmonton, AB T6G 2H9, Canada
| | - Jean-Philippe Chaput
- a Healthy Active Living and Obesity Research Group, Children's Hospital of Eastern Ontario Research Institute, 401 Smyth Road, Ottawa, ON K1H 8L1, Canada
| | - Ian Janssen
- b School of Kinesiology and Health Studies, Queen's University, Kingston, ON K7L 3N6, Canada
| | | | - Russell R Pate
- e Department of Exercise Science, University of South Carolina, Columbia, SC 29208, USA
| | - Sarah Connor Gorber
- f Office of the Task Force on Preventive Health Care, Public Health Agency of Canada, Ottawa, ON K1A 0K9, Canada
| | - Michelle E Kho
- g School of Rehabilitation Science, McMaster University, Hamilton, ON L8S 1C7, Canada
| | - Margaret Sampson
- h Library and Media Services, Children's Hospital of Eastern Ontario, Ottawa, ON K1H 8L1, Canada
| | - Mark S Tremblay
- a Healthy Active Living and Obesity Research Group, Children's Hospital of Eastern Ontario Research Institute, 401 Smyth Road, Ottawa, ON K1H 8L1, Canada
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