1
|
Wang J, Yang Y, Wu J, Xie T, Guo X, Yuan X, Li T, Zhang Y, Zhao H, Zhuang J. Association between moderate-to-vigorous physical activity trajectories and academic achievement in Chinese primary school children: a 3-year longitudinal study. BMC Public Health 2025; 25:341. [PMID: 39871252 DOI: 10.1186/s12889-025-21487-z] [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: 07/20/2023] [Accepted: 01/15/2025] [Indexed: 01/29/2025] Open
Abstract
BACKGROUND Past cross-sectional studies have reported a positive association between moderate-to-vigorous physical activity (MVPA) and academic achievement in children and adolescents. Despite this, the influence of variations in MVPA over time on academic achievement remains yet to be definitively understood. Therefore, this study aims to track the patterns of MVPA and examine how they are associated with academic achievement over a three-year period among Chinese primary school students. METHODS The longitudinal study examined the MVPA and academic achievement of a cohort of 202 primary school children over a three-year period. MVPA was assessed via accelerometers and analysed using Compositional Data Analysis (CoDA). Academic achievement was quantified using standardised test scores in reading, mathematics, and language. Group-Based Trajectory Models (GBTMs) were used to identify patterns of MVPA. Covariates such as demographics, sleep duration, and attitudes towards sports were adjusted in the Generalized Estimating Equations (GEEs) used to examine associations with academic achievement. All statistical analyses were conducted using R and SAS 9.4 software. RESULTS This study identified three distinct MVPA trajectories: Low (74.8%), Decline (13.2%), and High (12.0%). At baseline, the High MVPA group had better academic achievement with mean scores of 89.8 in reading, 94.5 in mathematics, and 94.7 in language, compared to the Low MVPA group with mean scores of 80.4, 83.0, and 84.9, respectively. After adjustment for confounders, GEE models showed significant associations between MVPA trajectories and improved academic achievement. Compared to the Low MVPA group, the Decline MVPA group exhibited significant score increases in reading (β = 4.11, 95% CI: 1-7.21) and mathematics (β = 2.79, 95% CI: 0.09-5.5). The High MVPA group exhibited significant score increases in reading (β = 11.3, 95% CI: 7.93-14.67), mathematics (β = 12.32, 95% CI: 9.61-15.02), and language (β = 11.53, 95% CI: 8.99-14.06). Additionally, notable gender differences in MVPA trajectories were observed, and a positive association was found between favorable sports attitudes and improved academic achievement. CONCLUSIONS This study reveals three distinct MVPA trajectories among Chinese primary school children and demonstrates that those with high MVPA trajectories showcase superior academic achievements, particularly in reading, mathematics, and language. This highlights the vital role of MVPA in supporting academic excellence.
Collapse
Affiliation(s)
- Junyu Wang
- School of Exercise and Health, Shanghai University of Sport, Shanghai City, China
| | - Yong Yang
- School of Physical Education, Chaohu University, Hefei City, China
| | - Jun Wu
- Shanghai Liuyi Primary School, Shanghai City, China
| | - Ting Xie
- Chengdu Xinqiao Primary School, Chengdu City, China
| | - Xuejun Guo
- Officers College of PAP, Chengdu City, China
| | - Xun Yuan
- Officers College of PAP, Chengdu City, China
| | - Ting Li
- Officers College of PAP, Chengdu City, China
| | - Yu Zhang
- Weifang National Fitness Service Center, Weifang City, China
| | - Huiying Zhao
- School of Exercise and Health, Shanghai University of Sport, Shanghai City, China
| | - Jie Zhuang
- School of Exercise and Health, Shanghai University of Sport, Shanghai City, China.
- Shanghai Student Physical Fitness and Health Research Center, Shanghai City, China.
| |
Collapse
|
2
|
Dupont F, Oliva F, Pitois L, Chagnon M, DeFátima Guimarães R, Mathieu ME. Breaking sedentary behavior among university students: the interest of incorporating cycling desks concurrently with an academic task at light intensity. JOURNAL OF AMERICAN COLLEGE HEALTH : J OF ACH 2024:1-10. [PMID: 39642001 DOI: 10.1080/07448481.2024.2427065] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/07/2024] [Revised: 10/02/2024] [Accepted: 11/02/2024] [Indexed: 12/08/2024]
Abstract
Introduction: University students experience ≈ 9 h of sitting/day, which may support interventions like active desks. Participants: University students (n = 24) Method: Randomized crossover trial aimed to compare effects of sitting (SED), low and moderate-intensity cycling desks (CDLPA; CDMPA) concurrent to an academic task (30-minute video + written exam). Selective visual attention (Tobii Glasses 2) was measured throughout the intervention, and workload (NASA-TLX) and anxiety (POMS-SF) were assessed before and after the video and post-exam. Results: In this pilot study, the exam scores were lower for CDMPA compared to CDLPA (p = 0.009). During the video, selective visual attention was lower for CDMPA compared to SED and CDMPA compared to CDLPA (both p < 0.001). After the video, the perceived workload was higher with CDMPA, compared to SED and CDLPA (both p < 0.001). Anxiety increased throughout the experiment, regardless of the conditions (p = 0.015). Conclusion: CPLPA may be prioritized to increase physical activity levels without hindering learning processes.
Collapse
Affiliation(s)
- Francois Dupont
- École de kinésiologie et des sciences de l'activité physique, Université de Montréal, Montréal, Canada
| | - Frederic Oliva
- École de kinésiologie et des sciences de l'activité physique, Université de Montréal, Montréal, Canada
| | - Louis Pitois
- École de kinésiologie et des sciences de l'activité physique, Université de Montréal, Montréal, Canada
| | - Miguel Chagnon
- Département de mathématiques et de statistique, Université de Montréal, Montréal, Canada
| | | | - Marie-Eve Mathieu
- École de kinésiologie et des sciences de l'activité physique, Université de Montréal, Montréal, Canada
- Centre de recherche du CHU Sainte-Justine, Montréal, Canada
| |
Collapse
|
3
|
Qin L, Ho WKY, Khoo S. The Chinese version of the physical activity questionnaire for adolescents: a psychometric validity, reliability, and invariance study. BMC Public Health 2024; 24:3117. [PMID: 39529046 PMCID: PMC11556056 DOI: 10.1186/s12889-024-20563-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/27/2024] [Accepted: 10/29/2024] [Indexed: 11/16/2024] Open
Abstract
BACKGROUND The Physical Activity Questionnaire for Adolescents (PAQ-A) is one of the most commonly used questionnaires for assessing adolescents' levels of moderate to vigorous physical activity (PA). Although a Chinese version of the PAQ-A (comprising nine items) exists, it has been assessed for only internal consistency coefficients, test-retest reliability, and correlations with the GT3X + accelerometer. Therefore, this study aimed to evaluate the psychometric properties of the Chinese version of the PAQ-A among Chinese adolescents. METHODS This study included three samples of 1,101 secondary school students (12-19 years old). The first sample consisted of 518 participants (50.4% males, 49.6% females) for correlation tests and exploratory factor analysis (EFA). The second sample consisted of 227 participants (55.75% males, 44.24% females) for confirmatory factor analysis (CFA), convergent validity, and sample size invariance tests. The third sample consisted of 356 participants (54.50% male, 45.50% female) for the internal consistency reliability test, invariance test (cross sample size, education level and gender), and t-test. RESULTS Pearson correlation analysis of the PAQ-A indicated that all the total-item correlations exceeded 0.2, indicating good consistency across the items. Subsequent EFA of the Chinese version of the PAQ-A revealed a two-factor structure. CFA subsequently validated this structure. One of the items exhibited a standardized loading below 0.4 and was excluded. The exclusion of this item resulted in increased standardized loadings for the remaining items, ranging from 0.40 to 0.82, which indicates improved fit indices. This adjustment underscores the questionnaire's satisfactory convergent validity and robust discriminant validity. The overall Cronbach's alpha was 0.821, with the values for the first and second factors being 0.757 and 0.716, respectively. The questionnaire demonstrated stable invariance across sample sizes and education levels and additionally showed partial scalar invariance across genders. A t-test revealed a significant difference between males and females, which aligns with previous findings. These findings supported the construct validity of the questionnaire. CONCLUSION This study validated the Chinese version of the PAQ-A for assessing adolescent PA in China, with a two-factor structure improved by removing one item.
Collapse
Affiliation(s)
- Ling Qin
- Faculty of Physical Education and Health Science, Chongqing Normal University, Chongqing, China
- Faculty of Sports and Exercise Science, Universiti Malaya, Kuala Lumpur, Malaysia
| | | | - Selina Khoo
- Faculty of Sports and Exercise Science, Universiti Malaya, Kuala Lumpur, Malaysia.
| |
Collapse
|
4
|
Ilić T, Stojanović S, Rančić D, Jorgić BM, Cristian RS, Iordan DA, Mircea CC, Leonard S, Onu I. Relationship between Physical Activity Levels and Academic Performance in Adolescents from Serbia. CHILDREN (BASEL, SWITZERLAND) 2024; 11:1198. [PMID: 39457163 PMCID: PMC11506330 DOI: 10.3390/children11101198] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/28/2024] [Revised: 09/27/2024] [Accepted: 09/27/2024] [Indexed: 10/28/2024]
Abstract
BACKGROUND/OBJECTIVES Today's high school students often engage in sedentary behavior by choosing passive activities during leisure time. Increasing research shows that regular physical activity (PA) provides benefits beyond physical health, especially important during childhood and adolescence. Our study investigated the association between physical activity levels and academic performance (AP) in Serbian adolescents. METHODS We selected a sample of 836 fourth-grade high school students (avg. 17.9 ± 0.7 years old) who completed the IPAQ (short-version) and the Academic Performance Scale. Data analysis was conducted using IBM SPSS 21.0. Due to non-normal data distribution, Spearman's correlation was used and hierarchical regression analysis to assess the association between PA and AP. RESULTS The findings revealed significant correlations between vigorous, moderate and light PA, as well as overall units of metabolic equivalent of task (METs), with AP (p-values: 0.000, 0.005, 0.021, 0.004, respectively), although with weak correlation coefficients (0.127, 0.098, 0.080, 0.181, respectively). Vigorous PA influenced AP by 10.1%, moderate PA by 8.2%, and light PA by 11.4%. CONCLUSIONS These results suggest that adolescents engaging in higher PA levels tend to have better AP. This finding indicates a substantial association between PA levels and AP, with both moderate and vigorous PA showing a positive correlation and influence. Further investigation is necessary to comprehensively grasp the link between light PA and AP.
Collapse
Affiliation(s)
- Tamara Ilić
- Faculty of Sport and Physical Education, University of Niš, 18106 Niš, Serbia; (T.I.); (S.S.); (D.R.); (B.M.J.)
| | - Stefan Stojanović
- Faculty of Sport and Physical Education, University of Niš, 18106 Niš, Serbia; (T.I.); (S.S.); (D.R.); (B.M.J.)
| | - Doroteja Rančić
- Faculty of Sport and Physical Education, University of Niš, 18106 Niš, Serbia; (T.I.); (S.S.); (D.R.); (B.M.J.)
| | - Bojan Milenko Jorgić
- Faculty of Sport and Physical Education, University of Niš, 18106 Niš, Serbia; (T.I.); (S.S.); (D.R.); (B.M.J.)
| | - Rareș Stănescu Cristian
- Faculty of Physical Education and Sport, National University of Physical Education and Sports of Bucharest, 060057 Bucharest, Romania;
| | - Daniel Andrei Iordan
- Research Centre for Physical Therapy and Rehabilitation, “Dunărea de Jos” University of Galati, 800008 Galati, Romania; (C.C.M.); (S.L.)
- Department of Individual Sports and Kinetotherapy, Faculty of Physical Education and Sport, “Dunarea de Jos” University of Galati, 800008 Galati, Romania;
| | - Codreanu Corneliu Mircea
- Research Centre for Physical Therapy and Rehabilitation, “Dunărea de Jos” University of Galati, 800008 Galati, Romania; (C.C.M.); (S.L.)
- Department of Individual Sports and Kinetotherapy, Faculty of Physical Education and Sport, “Dunarea de Jos” University of Galati, 800008 Galati, Romania;
| | - Stoica Leonard
- Research Centre for Physical Therapy and Rehabilitation, “Dunărea de Jos” University of Galati, 800008 Galati, Romania; (C.C.M.); (S.L.)
- Department of Individual Sports and Kinetotherapy, Faculty of Physical Education and Sport, “Dunarea de Jos” University of Galati, 800008 Galati, Romania;
| | - Ilie Onu
- Department of Individual Sports and Kinetotherapy, Faculty of Physical Education and Sport, “Dunarea de Jos” University of Galati, 800008 Galati, Romania;
- Department of Biomedical Sciences, Faculty of Medical Bioengineering, University of Medicine and Pharmacy “Grigore T. Popa” Iasi, 700454 Iasi, Romania
| |
Collapse
|
5
|
Kelly NR, Guidinger C, Swan DM, Thivel D, Folger A, Luther GM, Hahn ME. A brief bout of moderate intensity physical activity improves preadolescent children's behavioral inhibition but does not change their energy intake. J Behav Med 2024; 47:692-706. [PMID: 38671287 PMCID: PMC11560351 DOI: 10.1007/s10865-024-00495-1] [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: 07/19/2023] [Accepted: 04/17/2024] [Indexed: 04/28/2024]
Abstract
Children in rural communities consume more energy-dense foods relative to their urban peers. Identifying effective interventions for improving energy intake patterns are needed to address these geographic disparities. The primary aim of this study was to harness the benefits of physical activity on children's executive functioning to see if these improvements lead to acute changes in eating behaviors. In a randomized crossover design, 91 preadolescent (8-10y; M age = 9.48 ± 0.85; 50.5% female; 85.7% White, 9.9% Multiracial, 9.9% Hispanic) children (86% rural) completed a 20-minute physical activity condition (moderate intensity walking) and time-matched sedentary condition (reading and/or coloring) ~ 14 days apart. Immediately following each condition, participants completed a behavioral inhibition task and then eating behaviors (total energy intake, relative energy intake, snack intake) were measured during a multi-array buffet test meal. After adjusting for period and order effects, body fat (measured via DXA), and depressive symptoms, participants experienced significant small improvements in their behavioral inhibition following the physical activity versus sedentary condition (p = 0.04, Hedge's g = 0.198). Eating behaviors did not vary by condition, nor did improvements in behavioral inhibition function as a mediator (ps > 0.09). Thus, in preadolescent children, small improvements in behavioral inhibition from physical activity do not produce acute improvements in energy intake. Additional research is needed to clarify whether the duration and/or intensity of physical activity sessions would produce different results in this age group, and whether intervention approaches and corresponding mechanisms of change vary by individual factors, like age and degree of food cue responsivity.
Collapse
Affiliation(s)
- Nichole R Kelly
- Counseling Psychology and Human Services, University of Oregon, 1215 University of Oregon, Eugene, OR 97403, USA.
- The Prevention Science Institute, University of Oregon, 6217 University of Oregon, Eugene, OR, USA.
| | - Claire Guidinger
- Counseling Psychology and Human Services, University of Oregon, 1215 University of Oregon, Eugene, OR 97403, USA
- The Prevention Science Institute, University of Oregon, 6217 University of Oregon, Eugene, OR, USA
| | - Daniel M Swan
- The Prevention Science Institute, University of Oregon, 6217 University of Oregon, Eugene, OR, USA
| | - David Thivel
- Laboratory of the Metabolic Adaptations to Exercise under Physiological and Pathological Conditions, Clermont Auvergne University, Clermont-Ferrand, France
| | - Austin Folger
- Counseling Psychology and Human Services, University of Oregon, 1215 University of Oregon, Eugene, OR 97403, USA
- The Prevention Science Institute, University of Oregon, 6217 University of Oregon, Eugene, OR, USA
| | - Gabriella M Luther
- Counseling Psychology and Human Services, University of Oregon, 1215 University of Oregon, Eugene, OR 97403, USA
- The Prevention Science Institute, University of Oregon, 6217 University of Oregon, Eugene, OR, USA
| | - Michael E Hahn
- Human Physiology, University of Oregon, 1240 University of Oregon, Eugene, OR, USA
| |
Collapse
|
6
|
Sortwell A, O’Brien K, Murphy A, Ramirez-Campillo R, Piggott B, Hine G, Newton M. Effects of plyometric-based structured game active breaks on fundamental movement skills, muscular fitness, self-perception, and actual behaviour in primary school students. Biol Sport 2024; 41:69-78. [PMID: 38952915 PMCID: PMC11167464 DOI: 10.5114/biolsport.2024.132991] [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: 05/06/2023] [Revised: 09/27/2023] [Accepted: 11/08/2023] [Indexed: 07/03/2024] Open
Abstract
This study examined the effects of plyometric-based structured game active breaks on fundamental movement skills (FMS), muscular fitness, student self-perception, and teacher's rating of actual behaviour in Grade 3 and 4 students. Primary school children aged 8-10 years old, from four classes, were cluster-randomly assigned to an intervention group (IG) (n = 54) or a control group (CG) (n = 48). The IG participated in structured plyometric-based game active breaks for 7-10 minutes daily, for six consecutive weeks. The CG resumed their regular daily school routine. FMS were assessed with the Canadian Agility Movement Skills Assessment test, and muscular fitness with the standing long jump (SLJ), countermovement jump (CMJ), and seated medicine ball chest throw tests. The Self-Perception Profile for Children and the Teacher's Rating Scale of Child's Actual Behaviour assessed student self-perception and teacher's perception of student actual behaviour, respectively. A significant (p < 0.01) interaction group by time was observed, with greater improvements in the IG compared to the CG in FMS (%diff = 13.11, ƞp2 = 0.12), SLJ (%diff = 6.67, ƞp2 = 0.02), seated medicine ball chest throw (%diff = 4.69, ƞp2 = 0.08), student social self-perception (%diff = 9.31, ƞp2 = 0.10), student scholastic self-perception (%diff = 7.27, ƞp2 = 0.10), and teacher perception of student social competence (%diff = 8.31, ƞp2 = 0.05). No difference (p > 0.05) was found in other variables. Integrating plyometric-based structured game active breaks into primary school settings evidenced improvement in FMS, muscular fitness, student self-perception, and teacher's rating of student actual behaviour.
Collapse
Affiliation(s)
- Andrew Sortwell
- School of Health Sciences and Physiotherapy, University of Notre Dame Australia, Sydney, Australia
- Education and Research Directorate, Sydney Catholic Schools, Sydney, Australia
| | - Kate O’Brien
- Education and Research Directorate, Sydney Catholic Schools, Sydney, Australia
| | - Aron Murphy
- School of Health Sciences and Physiotherapy, University of Notre Dame Australia, Sydney, Australia
| | - Rodrigo Ramirez-Campillo
- Exercise and Rehabilitation Sciences Institute, School of Physical Therapy, Faculty of Rehabilitation Sciences, Universidad Andres Bello, Santiago, Chile
| | - Benjamin Piggott
- School of Health Sciences and Physiotherapy, University of Notre Dame Australia, Perth, Australia
| | - Gregory Hine
- School of Education, University of Notre Dame Australia, Perth, Australia
| | - Michael Newton
- School of Health Sciences and Physiotherapy, University of Notre Dame Australia, Perth, Australia
| |
Collapse
|
7
|
Bazalo B, Morales-Sánchez V, Pérez-Romero N, Contreras-Osorio F, Campos-Jara C, Hernández-Mendo A, Reigal RE. Associations between Fluid Intelligence and Physical Fitness in School Children. Healthcare (Basel) 2024; 12:963. [PMID: 38786375 PMCID: PMC11120782 DOI: 10.3390/healthcare12100963] [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: 04/20/2024] [Revised: 05/04/2024] [Accepted: 05/06/2024] [Indexed: 05/25/2024] Open
Abstract
Previous research has highlighted that active lifestyles that contribute to improved physical fitness are positively related to cognitive functioning in children and adolescents. Specifically, the increase in physical condition at school age is considered relevant because it is related to better cognitive ability and greater academic performance. Thus, the aim of this study was to analyze the relationships between explosive strength, speed-agility, and fluid reasoning in schoolchildren. To achieve this objective, an associative, comparative, and predictive design was used in this research. A total of 129 children participated in this study (age: M = 9.48; SD = 0.99). To assess fluid reasoning, the Raven test's Standard Progressive Matrices Subtest and the Wechsler Intelligence Scale for Children (WISC-V) were used. To assess physical fitness, the speed-agility test and the horizontal jump test (ALPHA-fitness battery tests), as well as the ball throw test (2 kg), were used. The results showed that the speed-agility test significantly predicted WISC-V Fluid Reasoning Index scores, and the medicine ball toss test significantly predicted Raven test scores. The results obtained highlight the associations between physical condition at these ages and fluid intelligence. This suggests that promoting active lifestyles that improve physical fitness could have a positive impact on children's cognitive health.
Collapse
Affiliation(s)
- Borja Bazalo
- Faculty of Psychology, University of Malaga, 29016 Málaga, Spain;
| | - Verónica Morales-Sánchez
- Department of Social Psychology, Social Anthropology, Social Work and Social Services, Faculty of Psychology, University of Malaga, 29016 Málaga, Spain; (V.M.-S.); (A.H.-M.)
| | - Nuria Pérez-Romero
- Exercise and Rehabilitation Sciences Institute, Postgraduate, Faculty of Rehabilitation Sciences, Universidad Andres Bello, Santiago de Chile 7591538, Chile;
| | - Falonn Contreras-Osorio
- Exercise and Rehabilitation Sciences Institute, Faculty of Rehabilitation Sciences, Universidad Andres Bello, Santiago de Chile 7591538, Chile; (F.C.-O.); (C.C.-J.)
| | - Christian Campos-Jara
- Exercise and Rehabilitation Sciences Institute, Faculty of Rehabilitation Sciences, Universidad Andres Bello, Santiago de Chile 7591538, Chile; (F.C.-O.); (C.C.-J.)
| | - Antonio Hernández-Mendo
- Department of Social Psychology, Social Anthropology, Social Work and Social Services, Faculty of Psychology, University of Malaga, 29016 Málaga, Spain; (V.M.-S.); (A.H.-M.)
| | - Rafael E. Reigal
- Department of Social Psychology, Social Anthropology, Social Work and Social Services, Faculty of Psychology, University of Malaga, 29016 Málaga, Spain; (V.M.-S.); (A.H.-M.)
| |
Collapse
|
8
|
Robinson K, Riley N, Owen K, Drew R, Mavilidi MF, Hillman CH, Faigenbaum AD, Garcia-Hermoso A, Lubans DR. Effects of Resistance Training on Academic Outcomes in School-Aged Youth: A Systematic Review and Meta-Analysis. Sports Med 2023; 53:2095-2109. [PMID: 37466900 PMCID: PMC10587249 DOI: 10.1007/s40279-023-01881-6] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 06/19/2023] [Indexed: 07/20/2023]
Abstract
BACKGROUND The primary aim of our systematic review and meta-analysis was to investigate the effect of resistance training on academic outcomes in school-aged youth. METHODS We conducted a systematic search of six electronic databases (CINAHL Complete, PsycINFO, SCOPUS, Ovid MEDLINE, SPORTDiscus and EMBASE) with no date restrictions. Studies were eligible if they: (a) included school-aged youth (5-18 years), and (b) examined the effect of resistance training on academic outcomes (i.e., cognitive function, academic achievement, and/or on-task behaviour in the classroom). Risk of bias was assessed using the appropriate Cochrane Risk of Bias Tools, funnel plots and Egger's regression asymmetry tests. A structural equation modelling approach was used to conduct the meta-analysis. RESULTS Fifty-three studies were included in our systematic review. Participation in resistance training (ten studies with 53 effect sizes) had a small positive effect on the overall cognitive, academic and on-task behaviours in school-aged youth (standardized mean difference (SMD) 0.19, 95% confidence interval (CI) 0.05-0.32). Resistance training was more effective (SMD 0.26, 95% CI 0.10-0.42) than concurrent training, i.e., the combination of resistance training and aerobic training (SMD 0.11, 95% CI - 0.05-0.28). An additional 43 studies (including 211 effect sizes) examined the association between muscular fitness and cognition or academic achievement, also yielding a positive relationship (SMD 0.13, 95% CI 0.10-0.16). CONCLUSION This review provides preliminary evidence that resistance training may improve cognitive function, academic performance, and on-task behaviours in school-aged youth. PROSPERO REGISTRATION CRD42020175695.
Collapse
Affiliation(s)
- Katie Robinson
- Centre for Active Living and Learning, College of Human and Social Futures, University of Newcastle, Callaghan Campus, Callaghan, NSW, 2308, Australia
- Hunter Medical Research Institute (HMRI), New Lambton, NSW, Australia
| | - Nicholas Riley
- Centre for Active Living and Learning, College of Human and Social Futures, University of Newcastle, Callaghan Campus, Callaghan, NSW, 2308, Australia
- Hunter Medical Research Institute (HMRI), New Lambton, NSW, Australia
| | - Katherine Owen
- Prevention Research Collaboration, Sydney School of Public Health, The University of Sydney, Sydney, NSW, Australia
| | - Ryan Drew
- Centre for Active Living and Learning, College of Human and Social Futures, University of Newcastle, Callaghan Campus, Callaghan, NSW, 2308, Australia
- School of Environmental and Life Sciences, College of Engineering, Science and Environment, Newcastle, NSW, Australia
| | - Myrto F Mavilidi
- School of Education/Early Start, University of Wollongong, Wollongong, NSW, Australia
- Illawarra Health and Medical Research Institute (IHMRI), Keiraville, Australia
| | - Charles H Hillman
- Department of Psychology, Northeastern University, Boston, MA, USA
- Department of Physical Therapy, Movement and Rehabilitation Sciences, Northeastern University, Boston, MA, USA
| | - Avery D Faigenbaum
- Department of Kinesiology and Health Sciences, The College of New Jersey, Ewing, NJ, 08628, USA
| | - Antonio Garcia-Hermoso
- Navarrabiomed, Hospital Universitario de Navarra (HUN), Universidad Pública de Navarra (UPNA), IdiSNA, Pamplona, Navarra, Spain
| | - David Revalds Lubans
- Centre for Active Living and Learning, College of Human and Social Futures, University of Newcastle, Callaghan Campus, Callaghan, NSW, 2308, Australia.
- Faculty of Sport and Health Sciences, University of Jyväskylä, Jyväskylä, Finland.
| |
Collapse
|
9
|
Hassan AA, Elbashir MI, Al-Nafeesah A, AlEed A, Adam I. Association between Serum 25-Hydroxyvitamin D Concentrations and Academic Performance among Adolescent Schoolchildren: A Cross-Sectional Study. Nutrients 2023; 15:4552. [PMID: 37960205 PMCID: PMC10650548 DOI: 10.3390/nu15214552] [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: 10/02/2023] [Revised: 10/23/2023] [Accepted: 10/25/2023] [Indexed: 11/15/2023] Open
Abstract
The level of association between 25-hydroxyvitamin D (25[OH]D) levels and students' academic performance has not yet been established. The current study aimed to investigate the association between serum 25(OH)D levels and academic performance among schoolchildren in Sudan. A cross-sectional study was conducted among schoolchildren during the 2021/2022 academic year from four randomly selected schools in Almatamah, River Nile State, northern Sudan. Sociodemographic data were collected using a questionnaire. Anthropometric measurements were performed in accordance with standard procedures. Academic performance was obtained from school records. Serum 25(OH)D levels were measured, and regression (multiple linear regression and multivariate logistic) analyses were performed. A total of 241 participants were enrolled in this study, of whom 129 (53.5%) were female. The mean standard deviation (SD) of the participants' ages was 15 ± 1.6 years. In multiple linear regression tests, being female, age, employment, and serum 25(OH)D level were positively associated with academic performance. The average overall academic score was 33.74%. Of the 241 participants, 95 (39.4%) and 149 (61.6%) had good and poor academic performances, respectively. In multivariable logistic regressions, age and 25(OH)D level were inversely associated with poor academic performance and vitamin D deficiency was associated with poor performance. The current study revealed a positive association between 25(OH)D levels and adolescents' academic performance. Effective interventional programs are needed to maintain sufficient vitamin D levels during childhood and adolescence and, as a consequence, to improve academic performance.
Collapse
Affiliation(s)
- Ahmed A. Hassan
- Faculty of Medicine, University of Khartoum, Khartoum 11115, Sudan; (A.A.H.)
| | - Mustafa I. Elbashir
- Faculty of Medicine, University of Khartoum, Khartoum 11115, Sudan; (A.A.H.)
| | - Abdullah Al-Nafeesah
- Department of Pediatrics, Unaizah College of Medicine and Medical Sciences, Qassim University, Unaizah 51911, Saudi Arabia;
| | - Ashwaq AlEed
- Department of Pediatrics, Unaizah College of Medicine and Medical Sciences, Qassim University, Unaizah 51911, Saudi Arabia;
- Department of Pediatrics, College of Medicine, Qassim University, Buraydah 52571, Saudi Arabia
| | - Ishag Adam
- Department of Obstetrics and Gynecology, Unaizah College of Medicine and Medical Sciences, Qassim University, Unaizah 51911, Saudi Arabia;
| |
Collapse
|
10
|
Marković J, Bubanj S, Šekeljić G, Pavlović S, Radenković M, Stanković D, Petković E, Aksović N, Radenković O, Preljević A, Bjelica B, Petrović V, Sinanović Š, Tomović M. Efficiency of an Alternative Physical Education Program for the Lower Grades of Elementary School Children. CHILDREN (BASEL, SWITZERLAND) 2023; 10:1657. [PMID: 37892320 PMCID: PMC10604941 DOI: 10.3390/children10101657] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/29/2023] [Revised: 09/21/2023] [Accepted: 09/27/2023] [Indexed: 10/29/2023]
Abstract
(1) Introduction: This research was conducted with the aim of assessing whether an alternative physical education (PE) program could effectively substitute for the traditional PE curriculum and aid in accomplishing the essential goals and objectives of PE among younger elementary school children. (2) Materials and Methods: This longitudinal 6-month study included third-grade elementary school children of both genders, who were healthy, lived in urban areas, and were involved in an alternative PE program, as well as the regular PE classes. The sample of participants comprised 214 students, with 105 participants in the experimental group and 109 participants in the control group, who underwent pre- and post-intervention measurements. For the purposes of this study, 11 variables were applied to assess the parameters of growth and development, motor abilities, and physical and health education. MANCOVA and ANCOVA methods were used to determine the effects resulting from the alternative and regular PE programs, and differences between the groups, respectively. The data are reported as the mean and standard deviations, and were analyzed using the statistical package SPSS version 20.0 (SPSS Inc., Armonk, NY, USA). (3) Results: Based on the research results obtained for motor abilities and physical and health education, it was concluded that both the alternative and regular PE programs had positive effects in achieving the goals and objectives of PE, but without statistical significance at the multivariate and univariate levels. The differences between the two groups were found to be negligible (effect size, ES < 0.2). (4) Discussion: Sports and PE have distinct objectives and approaches. While sports emphasize competition and winning, PE aims to impart fundamental skills and knowledge, prioritizing inclusivity among younger students. Success in PE is measured by the number of students meeting these goals, potentially affecting both talented and struggling learners. (5) Conclusions: The results obtained from the conducted research indicate that both the alternative PE program and the regular PE program influence changes in motor abilities and physical and health education to a limited extent. The alternative PE program proposed in this study, with its modifications to the structure of existing, regular PE program, can fully replace the latter in schools that do not meet the required spatial and material standards.
Collapse
Affiliation(s)
- Jovan Marković
- Faculty of Pedagogy, University of Kragujevac, 31000 Užice, Serbia; (G.Š.); (S.P.)
| | - Saša Bubanj
- Faculty of Sport and Physical Education, University of Niš, 18000 Niš, Serbia; (S.B.); (M.R.); (D.S.); (E.P.)
- Faculty of Medicine, University of Belgrade, 11000 Belgrade, Serbia
| | - Goran Šekeljić
- Faculty of Pedagogy, University of Kragujevac, 31000 Užice, Serbia; (G.Š.); (S.P.)
| | - Slobodan Pavlović
- Faculty of Pedagogy, University of Kragujevac, 31000 Užice, Serbia; (G.Š.); (S.P.)
| | - Marko Radenković
- Faculty of Sport and Physical Education, University of Niš, 18000 Niš, Serbia; (S.B.); (M.R.); (D.S.); (E.P.)
| | - Dušan Stanković
- Faculty of Sport and Physical Education, University of Niš, 18000 Niš, Serbia; (S.B.); (M.R.); (D.S.); (E.P.)
| | - Emilija Petković
- Faculty of Sport and Physical Education, University of Niš, 18000 Niš, Serbia; (S.B.); (M.R.); (D.S.); (E.P.)
| | - Nikola Aksović
- Faculty of Sport and Physical Education, University of Priština, 38218 Leposavić, Serbia;
| | - Oliver Radenković
- Department of Biochemical Science and Sport, State University of Novi Pazar, 36300 Novi Pazar, Serbia; (O.R.); (A.P.)
| | - Adem Preljević
- Department of Biochemical Science and Sport, State University of Novi Pazar, 36300 Novi Pazar, Serbia; (O.R.); (A.P.)
| | - Bojan Bjelica
- Faculty of Physical Education and Sport, University of East Sarajevo, 71420 Pale, Bosnia and Herzegovina;
| | - Vladan Petrović
- Faculty of Mechanical Engineering, University of Niš, 18000 Niš, Serbia;
| | - Šćepan Sinanović
- Milutin Milanković High Medical College of Professional Studies, 11000 Belgrade, Serbia;
| | - Milena Tomović
- Sports Medicine Laboratory, Department of Physical Education and Sports Science, Aristotle University of Thessaloniki, 54124 Thessaloniki, Greece;
| |
Collapse
|
11
|
James J, Pringle A, Mourton S, Roscoe CMP. The Effects of Physical Activity on Academic Performance in School-Aged Children: A Systematic Review. CHILDREN (BASEL, SWITZERLAND) 2023; 10:1019. [PMID: 37371251 DOI: 10.3390/children10061019] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 02/15/2023] [Revised: 05/16/2023] [Accepted: 05/30/2023] [Indexed: 06/29/2023]
Abstract
Schools offer a unique environment to influence children's physical activity (PA) levels positively. This study aims to systematically review the evidence surrounding how PA affects academic performance by analysing how the frequency, intensity, time, and type of PA mediate academic performance outcomes. This review was conducted using the PRISMA framework. Keyword searches were conducted in Science Direct, PubMed, and SPORTDiscus. Children that were obese, typically developing, typical weight, disabled, with a developmental disability, from a low socio-economic background, or an ethnic minority were included. A total of 19 studies were included, with a total of 6788 participants, a mean age of 9.3 years (50.2% boys, and 49.8% girls). Overall, 63.2% were nondisabled, while 36.8% were diagnosed with a disability. Two authors met, reviewed papers with regard to the inclusion criteria, and agreed on outputs to be included. Evidence suggests that associations between PA and academic performance were primarily positive or nonsignificant. PA levels of 90 min plus per week were associated with improved academic performance, as was PA performed at moderate to vigorous intensity. The optimal duration of PA was 30-60 min per session, whilst various sports induced positive academic effects. Importantly, findings support that PA does not have a deleterious effect on academic performance but can enhance it.
Collapse
Affiliation(s)
- Joseph James
- Department of Sport and Exercise Science, Clinical Exercise and Rehabilitation Research Centre, University of Derby, Kedleston Road, Derby DE22 1GB, UK
| | - Andy Pringle
- Department of Sport and Exercise Science, Clinical Exercise and Rehabilitation Research Centre, University of Derby, Kedleston Road, Derby DE22 1GB, UK
| | - Stuart Mourton
- Department of Sport and Exercise Science, Clinical Exercise and Rehabilitation Research Centre, University of Derby, Kedleston Road, Derby DE22 1GB, UK
| | - Clare M P Roscoe
- Department of Sport and Exercise Science, Clinical Exercise and Rehabilitation Research Centre, University of Derby, Kedleston Road, Derby DE22 1GB, UK
| |
Collapse
|
12
|
Masanovic B, Akpinar S, Halasi S, Stupar D, Popovic S. Editorial: Physical activity as a natural cure for non-communicable diseases. Front Public Health 2023; 11:1209569. [PMID: 37325338 PMCID: PMC10266582 DOI: 10.3389/fpubh.2023.1209569] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/20/2023] [Accepted: 05/12/2023] [Indexed: 06/17/2023] Open
Affiliation(s)
- Bojan Masanovic
- Faculty for Sport and Physical Education, University of Montenegro, Niksic, Montenegro
- Western Balkan Sport Innovation Lab, Podgorica, Montenegro
| | - Selcuk Akpinar
- Faculty of Sports Science, Nevşehir Haci Bektaş Veli University, Nevşehir, Türkiye
| | - Szabolcs Halasi
- Hungarian Language Teacher Training Faculty, University of Novi Sad, Subotica, Serbia
| | - Dušan Stupar
- Faculty of Sport and Psychology, Educons University, TIMS, Novi Sad, Serbia
| | - Stevo Popovic
- Faculty for Sport and Physical Education, University of Montenegro, Niksic, Montenegro
- Western Balkan Sport Innovation Lab, Podgorica, Montenegro
| |
Collapse
|
13
|
Vasilopoulos F, Jeffrey H, Wu Y, Dumontheil I. Multi-level meta-analysis of whether fostering creativity during physical activity interventions increases their impact on cognitive and academic outcomes during childhood. Sci Rep 2023; 13:8383. [PMID: 37225728 DOI: 10.1038/s41598-023-35082-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/27/2022] [Accepted: 05/12/2023] [Indexed: 05/26/2023] Open
Abstract
Neuroplasticity research supports the idea that varied practice and new environments promote cognitive engagement and enhance learning. Expanding on a meta-analysis of the effect of physical activity interventions on cognition and academic outcomes, we reviewed and quantified the impact of task and environmental factors that foster creative physical activity. Interventions were considered as fostering creative physical activity to a greater extent if (1) they were varied, (2) relied less on technical acquisition, instruction or demonstration, (3) involved open spaces, props, or open-ended instructions, and (4) involved interactions with peers. A wide range of physical activities were considered, from dance to aerobic exercise across 92 studies in 5-12-year-old children. Creativity ratings of physical activity interventions were varied but did not associate with greater beneficial effects on executive functions (k = 45), academic achievement (k = 47), or fluid intelligence (k = 8). Studies assessing on-task behaviour (k = 5) tended not to foster creativity, while reversely studies assessing creativity tended to foster creative physical activities (k = 5). As a group, three studies that fostered more creative PA showed a small significant negative summary effect on cognitive flexibility. Considering qualitative differences in the physical activities performed in schools will improve our understanding of their mechanisms of impact. Future research should consider using more varied measures, including more proximal outcomes that involve body movements (e.g., a Simon Says task to measure inhibitory control).
Collapse
Affiliation(s)
- Fotini Vasilopoulos
- Centre for Brain and Cognitive Development, Department of Psychological Sciences, Birkbeck, University of London, Malet Street, London, WC1E 7HX, UK.
- Centre for Educational Neuroscience, University of London, London, UK.
| | | | - Yanwen Wu
- University of Cambridge, Cambridge, UK
| | - Iroise Dumontheil
- Centre for Brain and Cognitive Development, Department of Psychological Sciences, Birkbeck, University of London, Malet Street, London, WC1E 7HX, UK
- Centre for Educational Neuroscience, University of London, London, UK
| |
Collapse
|
14
|
González-Fernández FT, Delgado-García G, Coll JS, Silva AF, Nobari H, Clemente FM. Relationship between cognitive functioning and physical fitness in regard to age and sex. BMC Pediatr 2023; 23:204. [PMID: 37120530 PMCID: PMC10148392 DOI: 10.1186/s12887-023-04028-8] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 10/28/2022] [Accepted: 04/22/2023] [Indexed: 05/01/2023] Open
Abstract
The aim of this study was to analyze the relationships among physical cognitive ability, academic performance, and physical fitness regarding age and sex in a group of 187 students (53.48% male, 46.52% female) from one town of Norwest of Jaén, Andalusia (Spain), aged between 9 and 15 years old (M = 11.97, SD = 1.99). The D2 attention test was used in order to analyze selective attention and concentration. Physical fitness, reflected on maximal oxygen uptake (VO2max), was evaluated using the 6 min Walking Test (6MWT). The analysis taken indicated a significant relationship between physical fitness level, attention, and concentration, as in the general sample looking at sex (finding differences between boys and girls in some DA score in almost all age categories [p < 0.05]) and at age category (finding some differences between the younger age category groups and the older age category groups in some DA scores (p < 0.05), not finding any significant interaction between sex and age category (p > 0.05). In sum, the present study revealed that students with better aerobic fitness can present better-processed elements and smaller omission errors. Moreover, girls and older students seem to present better cognitive functioning scores than boys and younger. Our findings suggest that more research is necessary to elucidate the cognitive function between ages, sexes, and physical fitness and anthropometry levels of students.
Collapse
Affiliation(s)
| | - Gabriel Delgado-García
- SER Research Group, Department of Physical Activity and Sport Sciences, Center of Higher Education Alberta Giménez (Affiliated to Pontifical, University of Comillas), Palma, 07013, Spain
| | - Jesús Siquier Coll
- SER Research Group, Department of Physical Activity and Sport Sciences, Center of Higher Education Alberta Giménez (Affiliated to Pontifical, University of Comillas), Palma, 07013, Spain
| | - Ana Filipa Silva
- The Research Centre in Sports Sciences, Health Sciences and Human Development (CIDESD), Vila Real, 5001-801, Portugal
- Escola Superior Desporto e Lazer, Instituto Politécnico de Viana do Castelo, Rua Escola Industrial e Comercial de Nun'Álvares, Viana do Castelo, 4900-347, Portugal
| | - Hadi Nobari
- Department of Exercise Physiology, Faculty of Educational Sciences and Psychology, University of Mohaghegh Ardabili, 56199-11367, Ardabil, Iran.
- Faculty of Sport Science, University of Extremadura, Cáceres, Spain.
| | - Filipe Manuel Clemente
- Escola Superior Desporto e Lazer, Instituto Politécnico de Viana do Castelo, Rua Escola Industrial e Comercial de Nun'Álvares, Viana do Castelo, 4900-347, Portugal
- Instituto de Telecomunicações, Delegação da Covilhã, Lisboa, 1049-001, Portugal
| |
Collapse
|
15
|
Jurić P, Jurak G, Morrison SA, Starc G, Sorić M. Effectiveness of a population-scaled, school-based physical activity intervention for the prevention of childhood obesity. Obesity (Silver Spring) 2023; 31:811-822. [PMID: 36811242 DOI: 10.1002/oby.23695] [Citation(s) in RCA: 5] [Impact Index Per Article: 2.5] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/28/2022] [Revised: 11/25/2022] [Accepted: 11/27/2022] [Indexed: 02/24/2023]
Abstract
OBJECTIVE The aim of this study was to examine the effectiveness of a real-world, population-scaled, school-based physical activity (PA) intervention that provided two to three additional physical education lessons per week to children aged 6 to 14 years in Slovenia. METHODS More than 34,000 participants from over 200 schools were compared with a similar number of nonparticipants from the same schools. Generalized estimating equations were used to estimate the effects of differing levels of exposure to the intervention (i.e., from 1-5 years) on BMI in children with normal weight, overweight, or obesity at baseline. RESULTS BMI was lower in the intervention group, irrespective of participation duration or baseline weight status. The difference in BMI increased with the program duration, with maximal effects being seen after 3 to 4 years of participation, and was consistently larger for children with obesity (peaking at 1.4 kg/m2 [95% CI: 1.0-1.9] for girls with obesity and peaking at 0.9 kg/m2 [95% CI: 0.6-1.3] for boys with obesity). The program started to become effective at reversing obesity after 3 years, whereas the lowest numbers needed to treat (NNTs) were observed after 5 years (NNTs = 17 for girls and 12 for boys). CONCLUSIONS The population-scaled, school-based PA intervention was effective in preventing and treating obesity. The effects were the greatest in children initially presenting with obesity, such that the program was able to benefit children needing support the most.
Collapse
Affiliation(s)
- Petra Jurić
- Faculty of Kinesiology, University of Zagreb, Zagreb, Croatia
| | - Gregor Jurak
- Faculty of Sport, University of Ljubljana, Ljubljana, Slovenia
| | | | - Gregor Starc
- Faculty of Sport, University of Ljubljana, Ljubljana, Slovenia
| | - Maroje Sorić
- Faculty of Kinesiology, University of Zagreb, Zagreb, Croatia
- Faculty of Sport, University of Ljubljana, Ljubljana, Slovenia
| |
Collapse
|
16
|
Fung H, Yeo BTT, Chen C, Lo JC, Chee MWL, Ong JL. Adherence to 24-Hour Movement Recommendations and Health Indicators in Early Adolescence: Cross-Sectional and Longitudinal Associations in the Adolescent Brain Cognitive Development Study. J Adolesc Health 2023; 72:460-470. [PMID: 36528521 DOI: 10.1016/j.jadohealth.2022.10.019] [Citation(s) in RCA: 12] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/22/2022] [Revised: 09/12/2022] [Accepted: 10/13/2022] [Indexed: 12/23/2022]
Abstract
PURPOSE Adherence to 24-hour movement guidelines of ≥60 minutes of physical activity, ≤2 hours of screen time, and 9-11 hours of sleep has been shown to benefit cognitive, physical, and psychosocial health in children and young adolescents aged 5-13 years. However, these findings have mostly been based on cross-sectional studies or relatively small samples and the associations between adherence to guidelines and brain structure remain to be evaluated. METHODS Data from the Adolescent Brain Cognitive Development℠ (ABCD) study of 10,574 early adolescents aged 9-14 years from September 2016 to January 2021 were used to examine whether adherence to 24-hour movement guidelines benefits cognition (general cognitive ability, executive function, and learning/memory assessed by the National Institutes of Health Toolbox neurocognitive battery), body mass index, psychosocial health (internalizing, externalizing, and total problems from the parent-reported Child Behavior Checklist), and magnetic resonance imaging-derived brain morphometric measures at baseline (T1), ∼2 years later (T2), and longitudinally from T1 to T2 (T2-T1). Multivariable linear mixed models were used, with adjustments for sociodemographic confounders. Time elapsed and T1 outcome measures were also controlled for in longitudinal models. RESULTS Better cognitive scores, fewer behavioral problems, lower adiposity levels, and greater gray matter volumes were observed in those who met both sleep and screen time recommendations compared to those who met none. Longitudinal follow-up further supports these findings; participants who met both recommendations at T1 and T2 evidenced better outcome measures than those who met none. DISCUSSION These findings support consideration of integrated rather than isolated movement recommendations across the day in early adolescence for better cognitive, physical and psychosocial health. Although the associations between physical activity and health indicators were less consistent in this study, the significant findings from sleep and screen time demonstrate the importance of considering movement recommendations in an integrated rather than isolated manner for adolescent health. It is recommended that movement behaviors be simultaneously targeted for better developmental outcomes.
Collapse
Affiliation(s)
- Hoki Fung
- Centre for Sleep and Cognition, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Meditation Research Group, Center for Depression, Anxiety, and Stress Research, McLean Hospital, Belmont, Massachusetts
| | - B T Thomas Yeo
- Centre for Sleep and Cognition, Yong Loo Lin School of Medicine, National University of Singapore, Singapore; Department of Electrical and Computer Engineering, National University of Singapore, Singapore; Centre for Translational Magnetic Resonance Research, Yong Loo Lin School of Medicine, Singapore; N.1 Institute for Health & Institute for Digital Medicine, National University of Singapore, Singapore; Integrative Sciences and Engineering Programme (ISEP), National University of Singapore, Singapore; Athinoula A. Martinos Center for Biomedical Imaging, Massachusetts General Hospital, Charlestown, Massachusetts
| | - Christina Chen
- Centre for Sleep and Cognition, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - June C Lo
- Centre for Sleep and Cognition, Yong Loo Lin School of Medicine, National University of Singapore, Singapore
| | - Michael W L Chee
- Centre for Sleep and Cognition, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
| | - Ju Lynn Ong
- Centre for Sleep and Cognition, Yong Loo Lin School of Medicine, National University of Singapore, Singapore.
| |
Collapse
|
17
|
Masini A, Sanmarchi F, Kawalec A, Esposito F, Scrimaglia S, Tessari A, Scheier LM, Sacchetti R, Dallolio L. Mediterranean diet, physical activity, and family characteristics associated with cognitive performance in Italian primary school children: analysis of the I-MOVE project. Eur J Pediatr 2023; 182:917-927. [PMID: 36525096 DOI: 10.1007/s00431-022-04756-6] [Citation(s) in RCA: 8] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/25/2022] [Revised: 11/29/2022] [Accepted: 12/05/2022] [Indexed: 12/23/2022]
Abstract
UNLABELLED Working memory (WM) is a multicomponent system that supports cognitive functioning. It has been linked to a wide variety of outcomes including academic success and general well-being. The present study examined the relations between adherence to the Mediterranean diet (MD) and WM among Italian children, adjusting for important parent characteristics and children's lifestyle habits. Data for this study was obtained from 106 children attending primary school in Imola (Italy) who were part of the I-MOVE study emphasizing school-based physical activity. Children's adherence to the MD was calculated using the KIDMED index (KI) based on the ZOOM-8 questionnaire. Physical activity (PA) levels were assessed using an actigraph accelerometer and WM using the backward digit span test. Univariate regression was used to select significant child-level and family measures associated with WM, which were then tested in a single multivariate regression model. Older age is positively associated with higher WM (β = 0.36; 95% CI 0.25, 0.47). Dietary adherence (KI) (β = 0.07; 95% CI 0.01, 0.14) and engagement in organized PA outside school hours (β = 0.58; 95% CI 0.09, 1.10) are positively related to WM. Among the family measures, father's education was positively associated with WM for high school education and for university vs. middle school or lower, respectively. CONCLUSION Adherence to the MD was associated with better WM capacity in primary school children. These findings can be used to guide policymakers in designing health promotion programs and instituting policies emphasizing healthy nutrition to improve physical health and boost cognitive functioning. WHAT IS KNOWN • The development of working memory involves the entire childhood with a rapid spurt between 2 and 8 years of age. • Working memory plays a critical role in children's learning and academic performance and underlies higher-order cognitive abilities. WHAT IS NEW • Adherence to the Mediterranean Diet was associated with higher working memory capacity in primary school children. • Health promotion interventions based on PA and sound nutrition involving children benefit not only physical and mental health, but also cognitive health.
Collapse
Affiliation(s)
- Alice Masini
- Department of Biomedical and Neuromotor Science Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Francesco Sanmarchi
- Department of Biomedical and Neuromotor Science Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Anna Kawalec
- Department and Clinic of Paediatric Nephrology, Wroclaw Medical University, Wroclaw, Poland
| | - Francesco Esposito
- Department of Biomedical and Neuromotor Science Alma Mater Studiorum, University of Bologna, Bologna, Italy.
| | - Susan Scrimaglia
- Department of Biomedical and Neuromotor Science Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Alessia Tessari
- Department of Psychology "Renzo Canestrari", Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Lawrence M Scheier
- LARS Research Institute, Inc., Sun City, AZ, USA
- Prevention Strategies, Greensboro, NC, USA
| | - Rossella Sacchetti
- Department of Education Studies "Giovanni Maria Bertin", Alma Mater Studiorum, University of Bologna, Bologna, Italy
| | - Laura Dallolio
- Department of Biomedical and Neuromotor Science Alma Mater Studiorum, University of Bologna, Bologna, Italy
| |
Collapse
|
18
|
Masanovic B, Popovic S, Jarani J, Matic RM. Editorial: Physical activity and lifestyle sustainability: From childhood to old age. Front Public Health 2023; 10:1097451. [PMID: 36684967 PMCID: PMC9853973 DOI: 10.3389/fpubh.2022.1097451] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2022] [Accepted: 12/19/2022] [Indexed: 01/07/2023] Open
Affiliation(s)
- Bojan Masanovic
- Faculty for Sport and Physical Education, University of Montenegro, Niksic, Montenegro
- Western Balkan Sport Innovation Lab, Podgorica, Montenegro
| | - Stevo Popovic
- Faculty for Sport and Physical Education, University of Montenegro, Niksic, Montenegro
- Western Balkan Sport Innovation Lab, Podgorica, Montenegro
| | - Juel Jarani
- Faculty of Movement Sciences, Sports University of Tirana, Tirana, Albania
| | - Radenko M. Matic
- Western Balkan Sport Innovation Lab, Podgorica, Montenegro
- Faculty of Sport and Physical Education, University of Novi Sad, Novi Sad, Serbia
| |
Collapse
|
19
|
Elish PN, Bryan CS, Boedeker PJ, Calvert HG, Kay CM, Meyer AM, Gazmararian JA. The longitudinal association between objectively-measured school-day physical activity and academic achievement in US elementary school students. Int J Behav Nutr Phys Act 2022; 19:90. [PMID: 35870926 PMCID: PMC9308117 DOI: 10.1186/s12966-022-01328-7] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/13/2021] [Accepted: 06/29/2022] [Indexed: 11/17/2022] Open
Abstract
Background It is recommended that school-aged children accrue 30 minutes of daily moderate-to-vigorous physical activity (MVPA) in school. Current literature is inconclusive about the long-term associations between school-based physical activity and academic achievement. In this study, we use a large sample and longitudinal design to rigorously evaluate whether school-day MVPA is associated with academic achievement. Methods In a diverse suburban public school district, 4936 Grade 4 students were recruited in 40 elementary schools. Students wore accelerometers to measure school-day MVPA for 15 days across three semesters. Academic performance data was collected across Grade 3 fall to Grade 5 spring, including teacher-assigned grades and standardized test scores. Multilevel modeling was conducted controlling for student demographics and school characteristics. Results Cross-sectional analyses found small negative associations in Grade 4. Grade 4 full-year mean daily school-day MVPA had β = −-0.066, β = −-0.063, β = −-0.066, and β = −-0.058 associations (p < 0.001) with Grade 4 math, reading, spelling, and writing grades respectively, and Grade 4 full-year mean daily school-day MVPA had β = −-0.206 and β = −-0.283 (p < 0.001) associations with Grade 4 math and English Language Arts (ELA) standardized test scores respectively out of approximately 500 points. Longitudinal analyses found no significant associations between Grade 4 full-year mean daily school-day MVPA and Grade 5 Fall course grades. Results also indicated small negative associations for students attaining 30+ minutes of daily school-day MVPA compared to those attaining less than 15 minutes, but only in Grade 4 Fall cross-sectional analyses where teacher-assigned reading, spelling, and writing grades were − 1.666, − 1.638, and − 1.993 points lower respectively (p < 0.001). Conclusion The cross-sectional findings, while statistically significant in a negative direction, have a negligible association when translated practically. For example, even if students attained twice the recommended amount of school-day MVPA – which would constitute an approximately 300% increase from current levels – results suggest that grades would only decrease by 2 points on a 100-point scale. Furthermore, longitudinal analyses suggest school-day MVPA does not have a predictive association with course grades or standardized test scores. Findings suggest school-based MVPA implemented in accordance with recommendations does not meaningfully detract from academic progress. Trial registration ClinicalTrials.gov, NCT03765047. Registered 05 December 2018 - Retrospectively registered, https://clinicaltrials.gov/ct2/show/NCT03765047 Supplementary Information The online version contains supplementary material available at 10.1186/s12966-022-01328-7.
Collapse
|
20
|
Cichy I, Kruszwicka A, Przybyla T, Rochatka W, Wawrzyniak S, Klichowski M, Rokita A. No Motor Costs of Physical Education with Eduball. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:15430. [PMID: 36497505 PMCID: PMC9739542 DOI: 10.3390/ijerph192315430] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 09/29/2022] [Revised: 11/18/2022] [Accepted: 11/20/2022] [Indexed: 06/17/2023]
Abstract
Numerous neuroscience studies demonstrate that when motor and cognitive tasks are performed simultaneously, there is dual-task interference. Experiments show that the cost is a temporal deterioration in motor functioning. However, there is no comprehensive research on the developmental costs of dual-task exercises incorporated into physical education (PE). Such an approach is called the interdisciplinary model of PE and is used to stimulate cognitive development. Therefore, there is a knowledge gap regarding the motor costs of methods based on this model, e.g., Eduball. The Eduball method integrates core academic subjects with PE using a set of educational balls printed with letters, numbers, and other signs. To fill this knowledge gap, we replicated the Eduball experiment, focusing on motor development. The half-year intervention occurred in one primary school class. The control group was a peer class participating in traditional PE, not based on dual tasks. We tested students' space-time orientation and graphomotor, locomotor, and object control skills. We found no motor costs of the intervention. Eduball-based PE stimulated motor development as much as traditional PE. Our study suggests that methods based on the interdisciplinary model of PE are safe for motor development. As such, it is worth considering their use in children's education.
Collapse
Affiliation(s)
- Ireneusz Cichy
- Department of Team Sports Games, Wroclaw University of Health and Sport Sciences, Mickiewicza 58, 51-684 Wroclaw, Poland
| | - Agnieszka Kruszwicka
- Learning Laboratory, Adam Mickiewicz University, Poznan, Szamarzewskiego 89, 60-568 Poznan, Poland
| | - Tomasz Przybyla
- Learning Laboratory, Adam Mickiewicz University, Poznan, Szamarzewskiego 89, 60-568 Poznan, Poland
| | - Weronika Rochatka
- Learning Laboratory, Adam Mickiewicz University, Poznan, Szamarzewskiego 89, 60-568 Poznan, Poland
| | - Sara Wawrzyniak
- Department of Team Sports Games, Wroclaw University of Health and Sport Sciences, Mickiewicza 58, 51-684 Wroclaw, Poland
| | - Michal Klichowski
- Learning Laboratory, Adam Mickiewicz University, Poznan, Szamarzewskiego 89, 60-568 Poznan, Poland
| | - Andrzej Rokita
- Department of Team Sports Games, Wroclaw University of Health and Sport Sciences, Mickiewicza 58, 51-684 Wroclaw, Poland
| |
Collapse
|
21
|
Fillon A, Pereira B, Vanhelst J, Baran J, Masurier J, Guirado T, Boirie Y, Duclos M, Julian V, Thivel D. Development of the Children and Adolescents Physical Activity and Sedentary Questionnaire (CAPAS-Q): Psychometric Validity and Clinical Interpretation. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:13782. [PMID: 36360664 PMCID: PMC9655272 DOI: 10.3390/ijerph192113782] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 10/05/2022] [Revised: 10/14/2022] [Accepted: 10/16/2022] [Indexed: 06/16/2023]
Abstract
BACKGROUND Pediatricians' clinical practice and health interventions in youths require instruments with adequate psychometric properties to assess physical activity (PA), sedentary behaviors (SB), and their subdomains. OBJECTIVE To assess the psychometric properties of the Children and Adolescents Physical Activity and Sedentary-Questionnaire (CAPAS-Q) in healthy French children and adolescents. METHODS The CAPAS-Q has been developed through a rigorous collective procedure and consists of a 31 items self-administered questionnaire evaluating children's 7-day PA and SB dimensions and subdomains. Participants (n = 103, aged 8-18 years old) completed the questionnaire twice (7 days apart) and wore an ActiGraph GT3X + accelerometer for 7 days. Anthropometric measurements and body composition were assessed. RESULTS Cronbach alpha for PA and SB dimensions were 0.71 and 0.68, respectively. Reproducibility was found moderate to good, with Lin's coefficients of 0.69 and 0.68 for PA and SB dimensions, respectively. Reproducibility was higher for adolescents compared to children. PA dimension was positively correlated with moderate PA, vigorous PA, moderate to vigorous PA, and total PA times and negatively correlated with SB time (p < 0.05). SB dimension and screen time were positively correlated with SB time and negatively correlated with LPA, MPA, MVPA, and total PA times (p < 0.05). Spearman correlation coefficients were fair to moderate, ranging between 0.23-0.45. CONCLUSION The CAPAS-Q proposes a reliable and valid evaluation of French children and adolescents' PA and SB, providing clinicians with potential intervention levels to improve youth movement behaviors.
Collapse
Affiliation(s)
- Alicia Fillon
- Laboratory of the Metabolic Adaptations to Exercise under Physiological and Pathological Conditions (AME2P), EA 3533, Clermont Auvergne University, CRNH Auvergne, 63178 Clermont-Ferrand, France
| | - Bruno Pereira
- Biostatistics Unit (DRCI), Clermont-Ferrand University Hospital, 63000 Clermont-Ferrand, France
| | - Jérémy Vanhelst
- Sorbonne Paris Nord University, Inserm U1153, Inrae U1125, Cnam, Nutritional Epidemiology Research Team (EREN), Centre of Research in Epidemiology and Statistics—University of Paris Cité (CRESS), 93017 Bobigny, France
| | - Joanna Baran
- Institute of Health Sciences, Medical College, University of Rzeszow, 35-310 Rzeszow, Poland
| | - Julie Masurier
- UGECAM Nutrition Obesity Ambulatory Hospital,13 Rue Molière, 63000 Clermont-Ferrand, France
| | - Terry Guirado
- Laboratory of the Metabolic Adaptations to Exercise under Physiological and Pathological Conditions (AME2P), EA 3533, Clermont Auvergne University, CRNH Auvergne, 63178 Clermont-Ferrand, France
| | - Yves Boirie
- CRNH-Auvergne, 63178 Clermont-Ferrand, France
- INRA, UMR 1019, 63000 Clermont-Ferrand, France
- Department of Human Nutrition, Clermont-Ferrand University Hospital, G. Montpied, 63000 Clermont-Ferrand, France
- UFR Medicine, University Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
| | - Martine Duclos
- Biostatistics Unit (DRCI), Clermont-Ferrand University Hospital, 63000 Clermont-Ferrand, France
- UFR Medicine, University Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
- National Observatory for Physical Activity and Sedentary Behaviors (ONAPS), UFR Medicine, University Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
- Department of Sport Medicine and Functional Explorations, Clermont-Ferrand University Hospital, G. Montpied, 63000 Clermont-Ferrand, France
| | - Valérie Julian
- Department of Sport Medicine and Functional Explorations, Clermont-Ferrand University Hospital, G. Montpied, 63000 Clermont-Ferrand, France
| | - David Thivel
- Laboratory of the Metabolic Adaptations to Exercise under Physiological and Pathological Conditions (AME2P), EA 3533, Clermont Auvergne University, CRNH Auvergne, 63178 Clermont-Ferrand, France
- National Observatory for Physical Activity and Sedentary Behaviors (ONAPS), UFR Medicine, University Clermont Auvergne, 28 Place Henri Dunant, 63000 Clermont-Ferrand, France
| |
Collapse
|
22
|
Aguirre-Loaiza H, Arias I, Bonilla S, Ramírez R, Ramírez-Herrera S, Nanez J, Barbosa-Granados S, Arenas-Granada J. Effect of acute physical exercise on inhibitory control in young adults: High-intensity indoor cycling session. Physiol Behav 2022; 254:113902. [PMID: 35810836 DOI: 10.1016/j.physbeh.2022.113902] [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: 03/08/2022] [Revised: 05/13/2022] [Accepted: 05/14/2022] [Indexed: 11/26/2022]
Abstract
There is growing evidence that physical exercise (PE) may boost cognitive performance. However, criteria regarding PE intensity, duration, and frequency are still being studied. We hypothesize that high PE intensities have effects on inhibitory control. For this reason, our aim was to study the effect of acute PE on IC in healthy young students of a bachelor's degree in physical education and exercise via a 20-minute indoor cycling session at 80-90% HRmax intensity. We devised an experimental group design (n = 9) relative to a control group (n = 10) with pre-and-post-test IC measures. A Stroop task (two conditions) was administered to undergraduate students (Mage = 23.3, SD = 1.6) of a bachelor's degree program in Physical Education and Sports Sciences from a public university in Colombia. The computed MANOVA did not show an interaction effect between the experimental task of Stroop A-B x measure x group. However, a main effect of reduced response time was obtained after PE in the experimental group. Other main effects were observed in the number of correct and incorrect trials in the Stroop-B condition. The experimental group showed fewer correct answers after PE, and the control group showed fewer errors. It is concluded that high-intensity PE confers favorable effects on inhibitory control.
Collapse
|
23
|
Morrison SA. Moving in a hotter world: Maintaining adequate childhood fitness as a climate change countermeasure. Temperature (Austin) 2022; 10:179-197. [PMID: 37332309 PMCID: PMC10274554 DOI: 10.1080/23328940.2022.2102375] [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: 03/20/2022] [Revised: 07/09/2022] [Accepted: 07/12/2022] [Indexed: 10/16/2022] Open
Abstract
Children cope with high temperatures differently than adults do, largely because of slight alterations in their body proportions and heat loss mechanisms compared to fully mature humans. Paradoxically, all current tools of assessing thermal strain have been developed on adults. As the Earth's warming continues to accelerate, children are set to bear the health risk brunt of rising global temperatures. Physical fitness has a direct impact on heat tolerance, yet children are less fit and more obese than ever before. Longitudinal research reveals that children have 30% lower aerobic fitness than their parents did at the same age; this deficit is greater than can be recovered by training alone. So, as the planet's climate and weather patterns become more extreme, children may become less capable of tolerating it. This comprehensive review provides an outline of child thermoregulation and assessment of thermal strain, before moving to summarize how aerobic fitness can modulate hyperthermia, heat tolerance, and behavioral thermoregulation in this under-researched population. The nature of child physical activity, physical fitness, and one's physical literacy journey as an interconnected paradigm for promoting climate change resilience is explored. Finally, future research foci are suggested to encourage continued exploration of this dynamic field, notable since more extreme, multifactorial environmental stressors are expected to continue challenging the physiological strain of the human population for the foreseeable future.
Collapse
|
24
|
Cichy I, Kruszwicka A, Palus P, Przybyla T, Schliermann R, Wawrzyniak S, Klichowski M, Rokita A. Physical Education with Eduball Stimulates Non-Native Language Learning in Primary School Students. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19138192. [PMID: 35805848 PMCID: PMC9266005 DOI: 10.3390/ijerph19138192] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 06/13/2022] [Revised: 07/01/2022] [Accepted: 07/03/2022] [Indexed: 12/04/2022]
Abstract
Although the neuronal mechanisms of action and cognition are related, the division of intellectual and physical lessons is standard in schools. This is surprising, because numerous studies show that integrating physical education (PE) with teaching content stimulates critical skills. For example, several experiments indicate that Eduball-based PE (i.e., lessons in a sports hall during which students play team mini-games with educational balls with printed letters, numbers, and other signs) develops mathematical and language competencies. At the same time, the Eduball method does not slow down learners’ physical development. However, we have little knowledge about the effects of such techniques on non-native language learning. Consequently, the absence of incorporating core academic subjects into PE in dual-language schools or during foreign language education is exceptionally high. Here, we replicated the Eduball experiment, but with the goal of testing this method for non-native language learning. Thus, the intervention occurred in a dual-language primary school and we evaluated second language (L2) learning. As before, we used the technique of parallel groups (experimental and control); in both groups, there were three 45-min PE classes per week. In the experimental class, two of them were held using Eduball. After a half-year experiment, children from the experimental group (one second-grade, N = 14) improved their non-native language skills significantly more than their peers from the control group (one second-grade, N = 12). These findings demonstrate that Eduball-type intervention stimulates non-native language learning in children. Hence, our report suggests that specific body training forms can support L2 learning.
Collapse
Affiliation(s)
- Ireneusz Cichy
- Department of Team Sports Games, Wroclaw University of Health and Sport Sciences, Mickiewicza 58, 51-684 Wroclaw, Poland; (P.P.); (S.W.); (A.R.)
- Correspondence: (I.C.); (M.K.)
| | - Agnieszka Kruszwicka
- Learning Laboratory, Adam Mickiewicz University, Szamarzewskiego 89, 60-568 Poznan, Poland; (A.K.); (T.P.)
| | - Patrycja Palus
- Department of Team Sports Games, Wroclaw University of Health and Sport Sciences, Mickiewicza 58, 51-684 Wroclaw, Poland; (P.P.); (S.W.); (A.R.)
| | - Tomasz Przybyla
- Learning Laboratory, Adam Mickiewicz University, Szamarzewskiego 89, 60-568 Poznan, Poland; (A.K.); (T.P.)
| | - Rainer Schliermann
- Faculty Social and Health Care Sciences, Regensburg University of Applied Sciences, Seybothstraße 2, 93053 Regensburg, Germany;
| | - Sara Wawrzyniak
- Department of Team Sports Games, Wroclaw University of Health and Sport Sciences, Mickiewicza 58, 51-684 Wroclaw, Poland; (P.P.); (S.W.); (A.R.)
| | - Michal Klichowski
- Learning Laboratory, Adam Mickiewicz University, Szamarzewskiego 89, 60-568 Poznan, Poland; (A.K.); (T.P.)
- Correspondence: (I.C.); (M.K.)
| | - Andrzej Rokita
- Department of Team Sports Games, Wroclaw University of Health and Sport Sciences, Mickiewicza 58, 51-684 Wroclaw, Poland; (P.P.); (S.W.); (A.R.)
| |
Collapse
|
25
|
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: 2.0] [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.
Collapse
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
| |
Collapse
|
26
|
Tamura A, Murayama K, Ishii R, Sakaki M, Tanaka A. The effect of low-intensity exercise on emotional and cognitive engagement in the classroom. NPJ SCIENCE OF LEARNING 2022; 7:9. [PMID: 35618747 PMCID: PMC9135685 DOI: 10.1038/s41539-022-00125-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Figures] [Subscribe] [Scholar Register] [Received: 08/25/2020] [Accepted: 04/08/2022] [Indexed: 06/15/2023]
Abstract
This study examined whether engaging in physical exercise during a university class would have beneficial effect on students' learning motivation. One hundred and forty-nine participants took part in a psychology class over nine weeks (one lesson per week); for each lesson, participants engaged in a three-minute physical activity (low-intensity aerobic exercise) or control activity (watching a video), about 20 min after the lesson started. Participants reported higher vigour and lower fatigue during the class when they exercised than when they engaged in control activities. These findings suggest the utility of incorporating a short exercise activity in university settings to enhance students' classroom motivation.
Collapse
Affiliation(s)
- Ayame Tamura
- University of Human Environments, 6-2 Motojuku-cho Sanbonmatsu, Okazaki-shi, Aichi, 444-3505, Japan.
| | - Kou Murayama
- University of Tübingen, Europastraße 6, 72072, Tübingen, Germany
- University of Reading, Whiteknights, PO Box 217, Reading, RG6 6AH, United Kingdom
| | - Ryo Ishii
- Nara University of Education, Takabatake-cho, Nara-shi, Nara, 630-8528, Japan
| | - Michiko Sakaki
- University of Tübingen, Europastraße 6, 72072, Tübingen, Germany
- University of Reading, Whiteknights, PO Box 217, Reading, RG6 6AH, United Kingdom
| | - Ayumi Tanaka
- University of Human Environments, 6-2 Motojuku-cho Sanbonmatsu, Okazaki-shi, Aichi, 444-3505, Japan
| |
Collapse
|
27
|
Bracero-Malagón J, Juárez-Ruiz de Mier R, Reigal RE, Caballero-Cerbán M, Hernández-Mendo A, Morales-Sánchez V. Logical Intelligence and Mathematical Competence Are Determined by Physical Fitness in a Sample of School Children. Front Psychol 2022; 13:833844. [PMID: 35645885 PMCID: PMC9135127 DOI: 10.3389/fpsyg.2022.833844] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/12/2021] [Accepted: 04/19/2022] [Indexed: 11/30/2022] Open
Abstract
Previous research has shown positive relationships between fitness level and different cognitive abilities and academic performance. The purpose of this study was to explore the relationships between logical–mathematical intelligence and mathematical competence with physical fitness in a group of pre-adolescents. Sixty-three children (50.79% girls; 49.21% boys) from Castro del Río (Córdoba, Spain), aged between 11 and 12 years (M = 11.44, SD = 0.64), participated in this research. The Superior Logical Intelligence Test (SLIT) and the EVAMAT 1.0–5 battery were used. Physical fitness was evaluated by the horizontal jump test, the 4×10 meter speed–agility test, and the Course Navette test. The analyses showed positive relationships between physical fitness with logical–mathematical intelligence and mathematical competence. Specifically, linear regression analyzes indicated that the 4×10 speed–agility test significantly predicted mathematical competence (R2 = 0.16; β = −0.41) and the horizontal jump test significantly predicted logical–mathematical intelligence (R2 = 0.24; β = 0.50). These results are in agreement with previous research, highlighting the importance of improving physical fitness from an early age due to its benefits for intellectual and academic development.
Collapse
Affiliation(s)
| | | | - Rafael E. Reigal
- Department of Social Psychology, Social Work, Anthropology and East Asian Studies, University of Málaga, Málaga, Spain
| | | | - Antonio Hernández-Mendo
- Department of Social Psychology, Social Work, Anthropology and East Asian Studies, University of Málaga, Málaga, Spain
| | - Verónica Morales-Sánchez
- Department of Social Psychology, Social Work, Anthropology and East Asian Studies, University of Málaga, Málaga, Spain
- *Correspondence: Verónica Morales-Sánchez,
| |
Collapse
|
28
|
Contreras-Osorio F, Guzmán-Guzmán IP, Cerda-Vega E, Chirosa-Ríos L, Ramírez-Campillo R, Campos-Jara C. Anthropometric Parameters, Physical Activity, Physical Fitness, and Executive Functions among Primary School Children. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19053045. [PMID: 35270736 PMCID: PMC8910200 DOI: 10.3390/ijerph19053045] [Citation(s) in RCA: 7] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/26/2022] [Revised: 02/26/2022] [Accepted: 03/02/2022] [Indexed: 02/05/2023]
Abstract
Physical activity during childhood and adolescence favors brain development and cognitive functioning, particularly the executive functions. This study aimed to assess potential associations between anthropometric parameters, physical activity, physical fitness, and executive functions among elementary school children returning to school after the COVID-19 lockdown in Chile. School-age male and female participants (n = 90; age, 10−12 years) participated in the study. To determine the association between variables, a multivariable linear regression analysis was performed. Higher fat-related anthropometric indexes were associated with lower working memory, cognitive flexibility, planning, and attention (r = −0.55 to −0.22; p = 0.031 to <0.001). In contrast, higher physical activity levels, better sprint performance, higher lower-body muscular power, and greater upper-body muscular strength were associated with better working memory, cognitive flexibility, inhibition, planning, and/or attention (r = 0.19 to −0.54; p = 0.04 to <0.001). Current results consistently suggest the need for adequate levels of physical activity, physical fitness, and anthropometric parameters among the school-age population to promote healthy and adequate executive functions.
Collapse
Affiliation(s)
- Falonn Contreras-Osorio
- Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, 18011 Granada, Spain; (F.C.-O.); (L.C.-R.)
- Exercise and Rehabilitation Sciences Laboratory, Faculty of Rehabilitation Sciences, Universidad Andres Bello, Santiago de Chile 7591538, Chile
| | - Iris Paola Guzmán-Guzmán
- Faculty of Chemical-Biological Sciences, Universidad Autónoma de Guerrero, Chilpancingo de los Bravo 39087, Mexico;
| | - Enrique Cerda-Vega
- Pedagogy in Physical Education and Health Career, Department of Health Science, Faculty of Medicine, Pontificia Universidad Católica de Chile, Santiago de Chile 7820436, Chile;
| | - Luis Chirosa-Ríos
- Department of Physical Education and Sports, Faculty of Sport Sciences, University of Granada, 18011 Granada, Spain; (F.C.-O.); (L.C.-R.)
| | - Rodrigo Ramírez-Campillo
- Exercise and Rehabilitation Sciences Laboratory, School of Physical Therapy, Faculty of Rehabilitation Sciences, Universidad Andres Bello, Santiago de Chile 7591538, Chile;
| | - Christian Campos-Jara
- Exercise and Rehabilitation Sciences Laboratory, Faculty of Rehabilitation Sciences, Universidad Andres Bello, Santiago de Chile 7591538, Chile
- Correspondence: ; Tel.: +56-9-42057069
| |
Collapse
|
29
|
Julian V, Haschke F, Fearnbach N, Gomahr J, Pixner T, Furthner D, Weghuber D, Thivel D. Effects of Movement Behaviors on Overall Health and Appetite Control: Current Evidence and Perspectives in Children and Adolescents. Curr Obes Rep 2022; 11:10-22. [PMID: 35020189 PMCID: PMC9165266 DOI: 10.1007/s13679-021-00467-5] [Citation(s) in RCA: 13] [Impact Index Per Article: 4.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Accepted: 11/28/2021] [Indexed: 11/29/2022]
Abstract
PURPOSE OF REVIEW To present the definitions and recommendations for movement behaviors in children and adolescents, including physical activity (PA), sedentary behaviors (SB), and sleep, and to provide an overview regarding their impact on health and obesity outcomes from childhood to adulthood, as well as interactions with appetite control. RECENT FINDINGS PA represents a variable proportion of daily energy expenditure and one can be active with high SB or vice versa. Studies have described movements across the whole day on a continuum from sleep to SB to varying intensities of PA. More PA, less SB (e.g., less screen time) and longer sleep are positively associated with indicators of physical health (e.g., lower BMI, adiposity, cardiometabolic risk) and cognitive development (e.g., motor skills, academic achievement). However, less than 10% of children currently meet recommendations for all three movement behaviors. Movement behaviors, adiposity, and related cardiometabolic diseases in childhood track into adolescence and adulthood. Furthermore, low PA/high SB profiles are associated with increased energy intake. Recent studies investigating energy balance regulation showed that desirable movement behavior profiles are associated with better appetite control and improved eating habits. Early identification of behavioral phenotypes and a comprehensive approach addressing all key behaviors that directly affect energy balance will allow for individual strategies to prevent or treat obesity and its comorbidities. Investigating exercise as a potential "corrector" of impaired appetite control offers a promising weight management approach.
Collapse
Affiliation(s)
- Valérie Julian
- Department of Sport Medicine and Functional Explorations, University Teaching Hospital of Clermont-Ferrand, Diet and Musculoskeletal Health Team, Research Center in Human Nutrition, INRA, University of Clermont Auvergne, Clermont-Ferrand, France
- Obesity Research Unit, Paracelsus Medical University, Salzburg, Austria
| | - Ferdinand Haschke
- Department of Pediatrics, Paracelsus Medical University, Salzburg, Austria
| | - Nicole Fearnbach
- Pediatric Energy Balance Laboratory, Clinical Sciences Division, Pennington Biomedical Research Center, Baton Rouge, LA USA
| | - Julian Gomahr
- Obesity Research Unit, Paracelsus Medical University, Salzburg, Austria
- Department of Pediatrics, Paracelsus Medical University, Salzburg, Austria
| | - Thomas Pixner
- Obesity Research Unit, Paracelsus Medical University, Salzburg, Austria
- Department of Pediatrics and Adolescent Medicine, Salzkammergut-Klinikum, Vöcklabruck, Austria
| | - Dieter Furthner
- Obesity Research Unit, Paracelsus Medical University, Salzburg, Austria
- Department of Pediatrics and Adolescent Medicine, Salzkammergut-Klinikum, Vöcklabruck, Austria
| | - Daniel Weghuber
- Obesity Research Unit, Paracelsus Medical University, Salzburg, Austria
- Department of Pediatrics, Paracelsus Medical University, Salzburg, Austria
| | - David Thivel
- Laboratory AME2P, Research Center in Human Nutrition, University of Clermont Auvergne, Aubière, France
| |
Collapse
|
30
|
A Sustainable Swedish School Intervention with Extra Aerobic Exercise—Its Organization and Effects on Physical Fitness and Academic Achievement. SUSTAINABILITY 2022. [DOI: 10.3390/su14052822] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 01/08/2023]
Abstract
A large majority of Swedish children do not reach the recommended daily activity level. Some, but not all, studies show that extra physical activity may have positive effects on children’s school performance, physical fitness and health. The present purpose was to offer pupils from the 7th to the 8th grade extra aerobic exercise led by physical education teachers and to evaluate the effects on aerobic fitness, muscle strength, school grades and health. The hypothesis was that extra aerobic exercise would improve physical fitness, school grades and health. In the two-year project, 122 pupils aged 13–14 years from three schools constituted an aerobic group with 30 min extra exercise sessions (≥70% maximal heart rate) twice weekly. A control group of 26 pupils was included. All 148 pupils also had regular 60 min physical education lessons (2/week). A moderate to large significant effect size (via partial eta-squared) of the interaction effect for the aerobic group compared to the control group over time was generally seen for aerobic fitness, the muscle strength test with push-ups, school grades in Swedish, English and physical education, and in average school grade for four school subjects combined, thus also including mathematics. Within the aerobic group, significant improvements were also shown for aerobic fitness, endurance and strength of abdominal and leg muscles, and the total physical test index during the two-year project. The control group showed no corresponding improvement in these parameters. Improvements in school grades were generally seen among both sexes in the aerobic group, whereas improvements in physical capacity were distinctly more pronounced among boys and seldom among girls. A similar pattern with significant improvement in several school grades was noted in all three intervention schools, although one of the schools had a distinctly larger proportion of children who immigrated to Sweden. The aerobic group showed significantly higher ratings (with a small to moderate effect size) on several questions about physical self-perception than the control group at the end of the 8th grade. This teacher-led school intervention generated a sustainable project with improvements in physical fitness and school grades. The project might act as an inspiration for other schools to increase physical activity to improve physical fitness and possibly school grades.
Collapse
|
31
|
Sember V, Jurak G, Starc G, Morrison SA. Can Primary School Mathematics Performance Be Predicted by Longitudinal Changes in Physical Fitness and Activity Indicators? Front Psychol 2022; 13:796838. [PMID: 35211065 PMCID: PMC8860831 DOI: 10.3389/fpsyg.2022.796838] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/17/2021] [Accepted: 01/11/2022] [Indexed: 12/02/2022] Open
Abstract
Objective To determine to what extent physical fitness indicators and/or moderate to vigorous physical activity (MVPA) may account for final mathematics academic performance (APmath) awarded at the end of primary school. Methods School-aged youth were sampled in a repeated-measures, longitudinal design in Grade 6 (∼11 years), and again in Grade 9 (∼14 years). The youth (N = 231, 111 girls) completed a fitness test battery consisting of: flamingo balance test, standing long jump, backward obstacle course, plate tapping, sit ups, sit and reach, handgrip, and 20-m shuttle run. APmath scores were obtained for all children at the end of Grade 5, end of Grade 8, and end of Grade 9 (their final year of primary school). In a sub-sample of Grade 6 youth (N = 50, 29 girls), MVPA was measured objectively via SenseWear Pro Armbands (MVPAOB) for seven consecutive days, with measurements repeated in Grade 9. Results Math scores decreased from Grade 6 to 9 for both boys and girls (95%CI: −0.89 to −0.53, p < 0.001). MVPAOB was reduced by ∼45.7 min (−33%) from Grade 6 to 9 (p < 0.01). Significant main and interaction effects are noted for each fitness indicator (p < 0.05). A backward stepwise multiple regression analysis determined significant shared variance in final APmath grade to the change scores from Grade 6 to Grade 9 in: ΔAPmath, Δbackward obstacle course, Δsit and reach, and Δsit-ups [R2 = 0.494, F(4,180) = 43.67, p < 0.0001]. A second regression was performed only for the youth who completed MVPAOB measurements. In this sub-sample, MVPAOB did not significantly contribute to the model. Conclusion Longitudinal changes in youth fitness and their delta change in APmath score accounted for 49.4% of the variance in the final math grade awarded at the end of Grade 9. Aerobic power, upper body strength, and muscular endurance share more common variance to final math grade in boys, whereas whole-body coordination was the more relevant index in girls; this finding suggests that future research exploring the relationship of AP and PF should not be limited to cardiorespiratory fitness, instead encompassing muscular and neuro-muscular components of PF.
Collapse
Affiliation(s)
- Vedrana Sember
- Faculty of Sport, University of Ljubljana, Ljubljana, Slovenia
| | - Gregor Jurak
- Faculty of Sport, University of Ljubljana, Ljubljana, Slovenia
| | - Gregor Starc
- Faculty of Sport, University of Ljubljana, Ljubljana, Slovenia
| | | |
Collapse
|
32
|
Everyone Can Implement Eduball in Physical Education to Develop Cognitive and Motor Skills in Primary School Students. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2022; 19:ijerph19031275. [PMID: 35162296 PMCID: PMC8835283 DOI: 10.3390/ijerph19031275] [Citation(s) in RCA: 3] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 12/20/2021] [Revised: 01/19/2022] [Accepted: 01/20/2022] [Indexed: 02/01/2023]
Abstract
Studies suggest that incorporating core academic subjects into physical education (PE) stimulates the development of both motor and cognitive skills in primary school students. For example, several experiments show that children’s participation in Eduball, i.e., a method that uses educational balls with printed letters, numbers, and other signs, improves their physical fitness while simultaneously developing their mathematical and language skills. However, the question of who should conduct such classes to make them most effective (regular classroom teachers, physical education teachers, or maybe both in cooperation?) remains unanswered. Here, we replicated a previous Eduball experiment, but now, instead of one experimental group, there were three. In the first, Eduball-classes were conducted by the classroom teacher, in the second, by the physical education teacher, and in the third, collaboratively. After one year intervention, all experimental groups significantly improved both their cognitive (mathematical, reading, and writing) and gross motor (locomotor and object control) skills, and these effects were larger than in the control group participating in traditional PE. Importantly, there were no differences in progression between the Eduball-groups. Thus, our study demonstrates that methods linking PE with cognitive tasks can be effectively used by both PE specialists and general classroom teachers.
Collapse
|
33
|
Meli AM, Ali A, Mhd Jalil AM, Mohd Yusof H, Tan MMC. Effects of Physical Activity and Micronutrients on Cognitive Performance in Children Aged 6 to 11 Years: A Systematic Review and Meta-Analysis of Randomized Controlled Trials. MEDICINA (KAUNAS, LITHUANIA) 2021; 58:medicina58010057. [PMID: 35056365 PMCID: PMC8781636 DOI: 10.3390/medicina58010057] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 11/13/2021] [Revised: 12/20/2021] [Accepted: 12/23/2021] [Indexed: 11/16/2022]
Abstract
Background and Objectives: Cognitive performance is essential for children, given this is a critical stage of brain growth and development. This systematic review and meta-analysis aimed to ascertain if physical activity or micronutrients impact cognitive performance in children. Materials and Methods: Electronic databases (PubMed and Scopus®) were searched for relevant articles published between 2012 and 2021. We emphasized randomized controlled trials (RCTs) that examined the effect of physical activity and micronutrients on cognitive performance. Data from eligible studies were gathered and evaluated using random-, fixed- or pooled-effects models with 95% confidence intervals (95% CI). Results: Physical activity appeared to improve both Mathematics (d = 1.12, 95% CI: 0.56, 1.67) and attention (d = 0.65, 95% CI: 0.15, 1.14) performances. The micronutrient vitamin B12 had a positive effect on Mathematics (d = 2.39, 95% CI: 0.79, 3.98), English (d = 5.29, 95% CI: 2.76, 7.83), Geography (d = 5.29, 95% CI: 2.76, 7.83), Science (d = 3.39, 95% CI: 2.62, 4.16) and Arts (d = 3.32, 95% CI: 1.84, 4.79). Zinc was found to positively affect English (d = 3.78, 95% CI: 0.44, 7.13), Geography (d = 4.77, 95% CI: 0.56, 8.98) and Arts (d = 2.39, CI: 0.33, 4.45). Iron positively affected Mathematics (d = 1.29, 95% CI: 0.54, 2.06), English (d = 1.29, 95% CI: 0.44, 7.13), Geography (d = 4.77, 95% CI: 0.56, 8.98) and Arts (d = 2.39, 95% CI: 0.33, 4.45). Conclusions: A more comprehensive intervention with a specific dose/level of physical activity, an increased range of cognitive performance, and a well-designed study design that accounts for dietary intake and other health outcomes are required for future studies.
Collapse
Affiliation(s)
- Atiah Munirah Meli
- Department of Food Science, Faculty of Fisheries and Food Science, Universiti Malaysia Terengganu, Kuala Terengganu 21030, Malaysia; (A.M.M.); (H.M.Y.)
| | - Asma’ Ali
- Department of Food Science, Faculty of Fisheries and Food Science, Universiti Malaysia Terengganu, Kuala Terengganu 21030, Malaysia; (A.M.M.); (H.M.Y.)
- Correspondence: ; Tel.: +609-6684969
| | - Abbe Maleyki Mhd Jalil
- School of Nutrition and Dietetics, Faculty of Health Sciences, Universiti Sultan Zainal Abidin, Kuala Terengganu 21300, Malaysia;
| | - Hayati Mohd Yusof
- Department of Food Science, Faculty of Fisheries and Food Science, Universiti Malaysia Terengganu, Kuala Terengganu 21030, Malaysia; (A.M.M.); (H.M.Y.)
| | - Michelle M. C. Tan
- Global Public Health, School of Medicine and Health Sciences, Monash University, Subang Jaya 47500, Malaysia;
- South East Asia Community Observatory (SEACO), Monash University, Subang Jaya 47500, Malaysia
- Victorian Heart Institute, Monash University, Clayton 3168, Australia
- Charles Perkins Centre, Central Clinical School, Faculty of Medicine and Health, The University of Sydney, Sydney 2006, Australia
| |
Collapse
|
34
|
Ðurić S, Bogataj Š, Zovko V, Sember V. Associations Between Physical Fitness, Objectively Measured Physical Activity and Academic Performance. Front Public Health 2021; 9:778837. [PMID: 34957029 PMCID: PMC8695801 DOI: 10.3389/fpubh.2021.778837] [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: 09/17/2021] [Accepted: 11/01/2021] [Indexed: 11/28/2022] Open
Abstract
There is evidence that physical activity (PA) can improve the academic performance. We recruited healthy adolescent girls, aged 11–12 years, and measured their PA with the accelerometer ActiGraph GT3X for the consecutive 5 days. Physical fitness (PF) was measured with eight motoric tests and three anthropometry measures. Academic performance (AP) was assessed for the six academic narrated school subjects. The results revealed that the girls were more physically active during the week days and less active at weekend (557 vs. 516 counts/min). Physical education grade shows the highest overall correlations with the results of the PF test battery (r = 0.53–0.95, p < 0.01). Nevertheless, correlations surprisingly decrease for the combined daily PA (r = 0.45), especially the weekend PA (r = 0.28). Grade point average and PF correlated moderately (r = 0.43-0.64), while they were moderate to high for PA (r = 0.59–0.87). Many questions arose after the completion of the present study and several new topics opened up, such as the question of how parental education affects the duration of PA and AP of the children and the influence of the place of residence AP of the children.
Collapse
Affiliation(s)
- Saša Ðurić
- Faculty of Sports, University of Ljubljana, Ljubljana, Slovenia
| | - Špela Bogataj
- Faculty of Sports, University of Ljubljana, Ljubljana, Slovenia.,Department of Nephrology, University Medical Centre Ljubljana, Ljubljana, Slovenia
| | - Vinko Zovko
- School of Economics and Business, University of Ljubljana, Ljubljana, Slovenia
| | - Vedrana Sember
- Faculty of Sports, University of Ljubljana, Ljubljana, Slovenia
| |
Collapse
|
35
|
Jia N, Zhang X, Wang X, Dong X, Zhou Y, Ding M. The Effects of Diverse Exercise on Cognition and Mental Health of Children Aged 5-6 Years: A Controlled Trial. Front Psychol 2021; 12:759351. [PMID: 34955978 PMCID: PMC8692655 DOI: 10.3389/fpsyg.2021.759351] [Citation(s) in RCA: 5] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/20/2021] [Accepted: 11/18/2021] [Indexed: 12/12/2022] Open
Abstract
The rate of learning and cognitive development is at its highest level in preschool-aged children, making this stage a critical period. Exercise has received increasing attention for its beneficial physical and mental health effects on the development of preschool children. This study investigated the effects of diverse exercise on the cognition of preschool children. Two classes were randomly selected from kindergarten classes of children aged 5-6 years, and designated as the experimental and control classes. Each class contained 20 children (10 boys and 10 girls) according to the kindergarten class system. The experimental class completed exercises according to the designed curriculum, while control class carried out exercises according to the regular teaching plan, for a study period of 12 weeks. The Wechsler Preschool and Primary Scale of Intelligence (WPPSI) and the Mental Health Questionnaire for Children were used to assess outcomes, both at the beginning and end of study. After 12 weeks, the experimental class has improved in the "Object Assembly," "Block Design," "Picture Completion," and "Coding" (14.70 ± 2.14, p < 0.01; 14.54 ± 1.56, p < 0.01; 9.62 ± 2.06, p < 0.05; 15.92 ± 2.72, p < 0.05) in performance test, and showed improvements in the "Movement," "Cognitive Ability," "Sociality" and "Living Habits" (5.65 ± 0.59, p < 0.01; 11.20 ± 1.91, p < 0.05; 9.05 ± 1.72, p < 0.05; 7.10 ± 1.45, p < 0.05) in mental health outcomes. Diverse exercise has a significantly beneficial role in promoting the cognitive development of children aged 5-6 years, as well as a beneficial, albeit insignificant, role in their mental health.
Collapse
Affiliation(s)
- Ningxin Jia
- College of Physical Education, Shandong Normal University, Jinan, China
| | - Xijin Zhang
- Mengyin Experimental Middle School, Linyi, China
| | - Xu Wang
- Quanxin Primary School, Jinan, China
| | - Xiaosheng Dong
- School of Physical Education, Shandong University, Jinan, China
| | - Yanan Zhou
- College of Physical Education, Shandong Normal University, Jinan, China
| | - Meng Ding
- College of Physical Education, Shandong Normal University, Jinan, China
| |
Collapse
|
36
|
Short breaks at school: effects of a physical activity and a mindfulness intervention on children's attention, reading comprehension, and self-esteem. Trends Neurosci Educ 2021; 25:100160. [PMID: 34844692 DOI: 10.1016/j.tine.2021.100160] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 07/01/2021] [Revised: 09/10/2021] [Accepted: 09/10/2021] [Indexed: 11/22/2022]
Abstract
BACKGROUND Although breaks are essential to restoring cognitive and psychological conditions for learning, short breaks within school lessons are not established and the specificity of effects has not often been investigated. Therefore, the effects of a physical activity (Study 1) and a mindfulness intervention (Study 2) were investigated. PROCEDURE By an intervention-control group design, the effects of daily 10-min physical activity (Study 1: N = 162, 4th grade) and mindfulness breaks (Study 2: N = 79, 5th grade) were implemented within regular school lessons over a 2-week time period to research the impact on attention, reading comprehension, and self-esteem. RESULTS In the physical activity intervention children's attention improved (attention-processing speed: p < .004, ηp2 = .05, attention-performance: p < .025, ηp2 = .03), and in the mindfulness intervention reading comprehension improved (p < .012, ηp2 = .08) compared to the controls. Results further indicated that self-esteem moderated the relationship between groups and attention improvement in study 1. CONCLUSION Classroom-based short physical and mindfulness breaks could support attention and reading comprehension, which are known to support overall academic success.
Collapse
|
37
|
Formative Development of a Technology-Based Physical Activity Intervention for Grandparents and Grandchildren. J Aging Phys Act 2021; 30:482-494. [PMID: 34611054 DOI: 10.1123/japa.2020-0481] [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: 11/28/2020] [Revised: 06/17/2021] [Accepted: 08/17/2021] [Indexed: 11/18/2022]
Abstract
Physical inactivity is a major public health issue among older adults and children. This study presents preliminary results that will inform the development of a technology-based physical activity intervention for grandparents and grandchildren (ages 6-12 years old). The authors used an iterative user-centered design framework to gather quantitative data from grandparents (n = 35) and subsequently invited a subset of 12 of them to engage in qualitative interviews. Participants were 63.1 ± 9.8 years old, 80% female, 64% U.S.-born, 43% Hispanic, 66% single, and 40% <$15K income. The majority of grandparents reported mobile device proficiency, very close relationships with their grandchildren, and interest in participating in an intergenerational intervention. Four key themes related to family closeness, dynamics, routines, and technology informed intervention development. Next steps involved a pilot trial using Fitbits and a fully functioning technology-based prototype. Grandparents are uniquely positioned within their families to serve as agents of change in health-promoting interventions.
Collapse
|
38
|
Vent L, Schiemann S, Freund PA. Self-Efficacy, Self-Regulation and Mathematics Performance of Competitive Junior Rowers vs. Regular Students. ZEITSCHRIFT FUR SPORTPSYCHOLOGIE 2021. [DOI: 10.1026/1612-5010/a000337] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/04/2022]
Abstract
Abstract. Young athletes face mental challenges both in competitive sports and in school. High self-efficacy and self-regulation competence contribute to an individual’s ability to successfully master these challenges. The present study links the domains of competitive sports and academic education by investigating the relationships of self-efficacy and self-regulation to performance in mathematics lessons. Here, we compare competitive rowers ( n = 239) and “regular” students ( n = 171; total N = 410). The competitive rowers showed a higher subjective expectation of self-efficacy, which in both groups had a positive effect on mathematics grades. While self-regulation had a mediating effect on the competitive rowers in this context, we observed no significant effect for the regular students. The study provides evidence that competitive athletes are apt to use psychosocial resources fostered by professional sports training across domains.
Collapse
Affiliation(s)
- Larissa Vent
- Rowing Federation of Lower Saxony, Deutsch Evern, Germany
| | | | | |
Collapse
|
39
|
Meh K, Jurak G, Sorić M, Rocha P, Sember V. Validity and Reliability of IPAQ-SF and GPAQ for Assessing Sedentary Behaviour in Adults in the European Union: A Systematic Review and Meta-Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:4602. [PMID: 33926123 PMCID: PMC8123682 DOI: 10.3390/ijerph18094602] [Citation(s) in RCA: 32] [Impact Index Per Article: 8.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 03/16/2021] [Revised: 04/14/2021] [Accepted: 04/22/2021] [Indexed: 11/24/2022]
Abstract
Current lifestyles are marked by sedentary behaviour; thus, it is of great importance for policymaking to have valid and reliable tools to measure sedentary behaviour in order to combat it. Therefore, the aim of this review and meta-analysis is to critically review, assess, and compile the reliability, criterion validity, and construct validity of the single-item sedentary behaviour questions within national language versions of most commonly used international physical activity questionnaires for adults in the European Union: The International Physical Activity Questionnaire-Short Form and the Global Physical Activity Questionnaire. A total of 1749 records were screened, 287 full-text papers were read, and 14 studies were included in the meta-analysis. The results and quality of studies were evaluated by the Quality Assessment of Physical Activity Questionnaires checklist. Meta-analysis indicated moderate to high reliability (rw = 0.59) and concurrent validity (rw = 0.55) of national language versions of single-item sedentary behaviour questions. Criterion validity was rather low (rw = 0.23) but in concordance with previous studies. The risk of bias analysis highlighted the poor reporting of methods and results, with a total bias score of 0.42. Thus, we recommend using multi-item SB questionnaires and smart trackers for providing information on SB rather than single-item sedentary behaviour questions in physical activity questionnaires.
Collapse
Affiliation(s)
- Kaja Meh
- Faculty of Sport, University of Ljubljana, 1000 Ljubljana, Slovenia; (G.J.); (M.S.); (V.S.)
| | - Gregor Jurak
- Faculty of Sport, University of Ljubljana, 1000 Ljubljana, Slovenia; (G.J.); (M.S.); (V.S.)
| | - Maroje Sorić
- Faculty of Sport, University of Ljubljana, 1000 Ljubljana, Slovenia; (G.J.); (M.S.); (V.S.)
- Faculty of Kinesiology, University of Zagreb, 10000 Zagreb, Croatia
| | - Paulo Rocha
- Portuguese Institute of Sport and Youth, 1990-100 Lisbon, Portugal;
| | - Vedrana Sember
- Faculty of Sport, University of Ljubljana, 1000 Ljubljana, Slovenia; (G.J.); (M.S.); (V.S.)
| |
Collapse
|
40
|
Academic Achievement in Spanish Secondary School Students: The Inter-Related Role of Executive Functions, Physical Activity and Gender. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2021; 18:ijerph18041816. [PMID: 33668414 PMCID: PMC7918718 DOI: 10.3390/ijerph18041816] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 01/18/2021] [Revised: 02/08/2021] [Accepted: 02/09/2021] [Indexed: 11/24/2022]
Abstract
There is a growing interest in determining which variables contribute to students’ academic performance, since this performance is associated with their wellbeing and with the progress of the nation. This study analyzed whether different variables (executive functions and physical activity levels, gender and academic year) of 177 Spanish Compulsory Secondary School students contributed to their academic performance. The Behavior Rating Inventory of Executive Function 2 (BRIEF-2), Physical Activity Questionnaire for Adolescents (PAQ-A) and an ad hoc questionnaire were used to determine the students’ executive functioning, physical activity level, gender and academic year, respectively. Students’ grades were considered to be indicators of their academic achievement. Seven multiple linear regression models were constructed using the R computing language to examine the association between academic achievement (considered in each of the 5 subjects: Language, Mathematics, Geography and History, English and Physical Education; the mean of the instrumental subjects—Language and Mathematics—and the mean of all the subjects) and the independent variables. The results indicated that executive functions, physical activity and gender contributed to academic performance, but academic year did not. This suggests that students with good executive functions, who perform physical activity and are female, would have better academic achievement. This information should be considered when designing interventions to improve student academic achievement.
Collapse
|
41
|
Bogataj Š, Trajković N, Cadenas-Sanchez C, Sember V. Effects of School-Based Exercise and Nutrition Intervention on Body Composition and Physical Fitness in Overweight Adolescent Girls. Nutrients 2021; 13:nu13010238. [PMID: 33467641 PMCID: PMC7829840 DOI: 10.3390/nu13010238] [Citation(s) in RCA: 26] [Impact Index Per Article: 6.5] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/13/2020] [Revised: 01/13/2021] [Accepted: 01/13/2021] [Indexed: 12/20/2022] Open
Abstract
Regular exercise during school hours is encouraged since childhood obesity has reached epidemic proportions. Moreover, a great majority of adolescents do not meet the recommendations for moderate-to-vigorous physical activity. The present study aimed to determine the effects of school-based high-intensity interval training (HIIT) and nutrition intervention on body composition and physical fitness in overweight adolescent girls. Forty-eight girls were included in the study, of whom 24 (age = 15.5 ± 0.7 years) were randomized to a experimental group (EXP) (HIIT and nutrition intervention school-based program) and 24 (age = 15.7 ± 0.6 years) to a control group (CON) that maintained their usual physical education activities. HIIT consisted of 10 stations of own bodyweight exercise and was done three times per week for eight weeks. Moreover, the EXP participated in the nutrition program led by a nutritionist two times a week. Apart from body composition assessment, participants performed countermovement jump (CMJ), medicine ball throw, hand-grip test, and Yo-Yo Intermittent Recovery Level 1 Test (YYIRT1). A significant effect of group (EXP vs. CON) x time (pre vs. post) interaction was observed for weight [F(1,44) = 7.733; p = 0.008], body mass index [F(1,44) = 5.764; p = 0.020], body fat (in kg) [F(1,44) = 17.850; p < 0.001], and body fat (in %) [F(1,44) = 18.821; p < 0.001]. Moreover, a significant interaction was observed for the medicine ball throw [F(1,44) = 27.016; p < 0.001] and YYIRT1 [F(1,44) = 5.439; p = 0.024]. A significant main effect for time was found for hand grip [F(1,44) = 9.300; p = 0.004] and CMJ [F(1,44) = 12.866; p = 0.001].The present study has demonstrated that just eight weeks school-based HIIT and nutrition intervention, including three sessions a week, can improve body composition and muscular and physical aerobic performance in overweighted adolescent girls.
Collapse
Affiliation(s)
- Špela Bogataj
- Department of Nephrology, University Medical Centre Ljubljana, 1000 Ljubljana, Slovenia;
- Faculty of Sport, University of Ljubljana, 1000 Ljubljana, Slovenia
| | - Nebojša Trajković
- Faculty of Sport and Physical Education, University of Niš, 18000 Niš, Serbia;
| | - Cristina Cadenas-Sanchez
- Institute for Innovation & Sustainable Development in Food Chain (IS-FOOD), Public University of Navarra, 31007 Pamplona, Spain;
| | - Vedrana Sember
- Faculty of Sport, University of Ljubljana, 1000 Ljubljana, Slovenia
- Correspondence:
| |
Collapse
|
42
|
Liu S, Yu Q, Li Z, Cunha PM, Zhang Y, Kong Z, Lin W, Chen S, Cai Y. Effects of Acute and Chronic Exercises on Executive Function in Children and Adolescents: A Systemic Review and Meta-Analysis. Front Psychol 2020; 11:554915. [PMID: 33391074 PMCID: PMC7773601 DOI: 10.3389/fpsyg.2020.554915] [Citation(s) in RCA: 46] [Impact Index Per Article: 9.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/23/2020] [Accepted: 11/17/2020] [Indexed: 12/20/2022] Open
Abstract
Background: Physical exercises can affect executive function both acutely and chronically, with different mechanisms for each moment. Currently, only a few reviews have elaborated on the premise that different types of exercises have different mechanisms for improving executive function. Therefore, the primary purpose of our systematic review was to analyze the effects of acute and chronic exercises on executive function in children and adolescents. Objective: We identified acute and chronic exercise studies and randomized controlled trials (RCTs) of executive function in children and adolescents that reported overall effect, heterogeneity, and publication bias of acute and chronic exercises on executive function. Methods: We searched for RCTs of exercise interventions in children and adolescents from databases including PubMed, Web of Science, Scopus, The Cochrane Library, CNKI (China National Knowledge Infrastructure), and Wanfang, from January 1 2009 to December 31 2019. We performed methodological quality evaluations on the included literature using the Physiotherapy Evidence Database Scale (PEDro) and graded evidence with a meta-analysis using Stata 12.0 software. Results: In total, 36 RCTs were included (14 acute exercises, 22 chronic exercises); the overall results of the meta-analysis (4,577 students) indicated that acute exercises significantly improved working memory (standardized mean difference (SMD) = -0.72; 95% confidence interval (CI) -0.89 to -0.56; p < 0.001), inhibitory control (SMD = -0.25; 95% CI -0.40 to -0.09; p = 0.002), and cognitive flexibility (SMD = -0.34; 95% CI -0.55 to -0.14; p < 0.005), whereas chronic exercises significantly improved working memory (SMD = -0.54; 95% CI -0.74 to -0.33; p < 0.001), inhibitory control (SMD = -0.30; 95% CI -0.38 to -0.22; p < 0.001), and cognitive flexibility (SMD = -0.34, 95 % CI -0.48 to -0.20, p < 0.001). Conclusion: Acute and chronic exercises can effectively improve the executive function of children and adolescents. The effects on inhibitory control and cognitive flexibility are considered as small effect sizes, while the effects on working memory are considered as moderate effect size. Limited by the quantity and quality of the included studies, the above conclusions need to be verified with more high-quality studies.
Collapse
Affiliation(s)
- Shijie Liu
- School of Physical Education and Sport Training, Shanghai University of Sport, Shanghai, China
| | - Qian Yu
- Exercise and Mental Health Laboratory, School of Psychology, Shenzhen University, Shenzhen, China
| | - Zaimin Li
- School of Wushu, Chengdu Sport University, Chengdu, China
| | - Paolo Marcello Cunha
- Metabolism, Nutrition, and Exercise Laboratory, Londrina State University, Londrina, Brazil
| | - Yanjie Zhang
- Health and Exercise Science Laboratory, Institute of Sports Science, seoul National University, Seoul, South Korea
| | - Zhaowei Kong
- Faculty of Education, University of Macao, Macao, China
| | - Wang Lin
- Department of Physical Education, Wuhan University of Technology, Wuhan, China
| | - Sitong Chen
- School of Physical Education and Sport Training, Shanghai University of Sport, Shanghai, China
| | - Yujun Cai
- School of Physical Education and Sport Training, Shanghai University of Sport, Shanghai, China
| |
Collapse
|
43
|
Sember V, Meh K, Sorić M, Starc G, Rocha P, Jurak G. Validity and Reliability of International Physical Activity Questionnaires for Adults across EU Countries: Systematic Review and Meta Analysis. INTERNATIONAL JOURNAL OF ENVIRONMENTAL RESEARCH AND PUBLIC HEALTH 2020; 17:ijerph17197161. [PMID: 33007880 PMCID: PMC7579664 DOI: 10.3390/ijerph17197161] [Citation(s) in RCA: 96] [Impact Index Per Article: 19.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 08/05/2020] [Revised: 09/18/2020] [Accepted: 09/21/2020] [Indexed: 12/21/2022]
Abstract
This review and meta-analysis (PROSPERO registration number: CRD42020138845) critically evaluates test-retest reliability, concurrent validity and criterion validity of different physical activity (PA) levels of three most commonly used international PA questionnaires (PAQs) in official language versions of European Union (EU): International Physical Activity Questionnaire (IPAQ-SF), Global Physical Activity Questionnaire (GPAQ), and European Health Interview Survey-Physical Activity Questionnaire (EHIS-PAQ). In total, 1749 abstracts were screened, 287 full-text articles were identified as relevant to the study objectives, and 20 studies were included. The studies' results and quality were evaluated using the Quality Assessment of Physical Activity Questionnaires checklist. Results indicate that only ten EU countries validated official language versions of selected PAQs. A meta-analysis revealed that assessment of moderate-to-vigorous PA (MVPA) is the most relevant PA level outcome, since no publication bias in any of measurement properties was detected while test-retest reliability was moderately high (rw = 0.74), moderate for the criterion (rw = 0.41) and moderately-high for concurrent validity (rw = 0.72). Reporting of methods and results of the studies was poor, with an overall moderate risk of bias with a total score of 0.43. In conclusion, where only self-reporting of PA is feasible, assessment of MVPA with selected PAQs in EU adult populations is recommended.
Collapse
Affiliation(s)
- Vedrana Sember
- Faculty of Sports, University of Ljubljana, 1000 Ljubljana, Slovenia; (K.M.); (M.S.); (G.S.); (G.J.)
- Correspondence: ; Tel.: +386-51-268263
| | - Kaja Meh
- Faculty of Sports, University of Ljubljana, 1000 Ljubljana, Slovenia; (K.M.); (M.S.); (G.S.); (G.J.)
| | - Maroje Sorić
- Faculty of Sports, University of Ljubljana, 1000 Ljubljana, Slovenia; (K.M.); (M.S.); (G.S.); (G.J.)
- Faculty of Kinesiology, University of Zagreb, 10110 Zagreb, Croatia
| | - Gregor Starc
- Faculty of Sports, University of Ljubljana, 1000 Ljubljana, Slovenia; (K.M.); (M.S.); (G.S.); (G.J.)
| | - Paulo Rocha
- Portuguese Institute of Sport and Youth, 1250-190 Lisbon, Portugal;
| | - Gregor Jurak
- Faculty of Sports, University of Ljubljana, 1000 Ljubljana, Slovenia; (K.M.); (M.S.); (G.S.); (G.J.)
| |
Collapse
|