Associations of physical activity and sedentary behavior with academic skills--a follow-up study among primary school children

Eero A Haapala, Anna-Maija Poikkeus, Katriina Kukkonen-Harjula, Tuomo Tompuri, Niina Lintu, Juuso Väistö, Paavo H T Leppänen, David E Laaksonen, Virpi Lindi, Timo A Lakka, Eero A Haapala, Anna-Maija Poikkeus, Katriina Kukkonen-Harjula, Tuomo Tompuri, Niina Lintu, Juuso Väistö, Paavo H T Leppänen, David E Laaksonen, Virpi Lindi, Timo A Lakka

Abstract

Background: There are no prospective studies that would have compared the relationships of different types of physical activity (PA) and sedentary behavior (SB) with academic skills among children. We therefore investigated the associations of different types of PA and SB with reading and arithmetic skills in a follow-up study among children.

Methods: The participants were 186 children (107 boys, 79 girls, 6-8 yr) who were followed-up in Grades 1-3. PA and SB were assessed using a questionnaire in Grade 1. Reading fluency, reading comprehension and arithmetic skills were assessed using standardized tests at the end of Grades 1-3.

Results: Among all children more recess PA and more time spent in SB related to academic skills were associated with a better reading fluency across Grades 1-3. In boys, higher levels of total PA, physically active school transportation and more time spent in SB related to academic skills were associated with a better reading fluency across the Grades 1-3. Among girls, higher levels of total PA were related to worse arithmetic skills across Grades 1-3. Moreover, total PA was directly associated with reading fluency and arithmetic skills in Grades 1-3 among girls whose parents had a university degree, whereas these relationships were inverse in girls of less educated parents.

Conclusions: Total PA, physically active school transportation and SB related to academic skills may be beneficial for the development of reading skills in boys, whereas factors that are independent of PA or SB may be more important for academic skills in girls.

Trial registration: ClinicalTrials.gov: NCT01803776.

Conflict of interest statement

Competing Interests: The authors have declared that no competing interests exist.

Figures

Figure 1. The differences in academic skills…
Figure 1. The differences in academic skills in Grades 1–3 between children who were in the upper and lower halves of total physical activity (A) and physically active school transportation (B) in Grade 1 among 107 boys and 79 girls.
The data were adjusted for age, parental education, the PANIC study group (intervention vs. control) from the analyses of covariance with repeated measures. Error bars represent standard errors of the mean (SEM).
Figure 2. Differences in academic skills in…
Figure 2. Differences in academic skills in Grades 1–3 between children who were in the upper and lower halves of sedentary behavior related to academic skills (A and B) and computer use and video game playing (C) in Grade 1 among 107 boys and 79 girls.
Data are from analyses of covariance with repeated measures adjusted for age, parental education and the PANIC study group (intervention vs. control). SB = Sedentary behavior; CVG = Computer use and video game playing; SBAS = Sedentary behavior related to academic skills. Error bars represent standard errors of the mean (SEM).

References

    1. Colley R, Garriguet D, Janssen I, Craig C, Clarce J, et al. (2011) Physical activity of Canadian children and youth: accelometer results from the 2007–2009 Health Measures Survey. Healt Rep 22: 15–22.
    1. Verloigne M, Van Lippevelde W, Maes L, Yildirim M, Chinapaw M, et al. (2012) Levels of physical activity and sedentary time among 10- to 12-year-old boys and girls across 5 European countries using accelerometers: An observational study within the ENERGY-project. Int J Behav Nutr Phys Act 9: 34.
    1. Van der Ploeg HP, Merom D, Corpuz G, Bauman AE (2008) Trends in Australian children traveling to school 1971–2003: burning petrol or carbohydrates? Prev Med 46: 60–62.
    1. McDonald N (2007) Active transportation to school: trends among U.S. schoolchildren, 1969–2001. Am J Prev Med 32: 509–516.
    1. Magnussen CG, Koskinen J, Chen W, Thomson R, Schmidt MD, et al. (2010) Pediatric metabolic syndrome predicts adulthood metabolic syndrome, subclinical atherosclerosis, and type 2 diabetes mellitus but is no better than body mass index alone: the Bogalusa Heart Study and the Cardiovascular Risk in Young Finns Study. Circulation 122: 1604–1611.
    1. Pälve KS, Pahkala K, Magnussen CG, Koivistoinen T, Juonala M, et al. (2014) Association of physical activity in childhood and early adulthood with carotid artery elasticity 21 years later: the cardiovascular risk in Young Finns Study. J Am Heart Assoc 22: e000594.
    1. Kwak L, Kremers SPJ, Bergman P, Ruiz JR, Rizzo NS, et al. (2009) Associations between physical activity, fitness, and academic achievement. J Pediatr 155: 914–918.
    1. Kantomaa MT, Tammelin TH, Demakakos P, Ebeling HE, Taanila a M (2010) Physical activity, emotional and behavioural problems, maternal education and self-reported educational performance of adolescents. Health Educ Res 25: 368–379.
    1. Trudeau F, Shepard R (2010) Relationships of physical activity to brain health and the academic performance of schoolchildren. Am J Lifestyle Med 4: 138–150.
    1. Syväoja HJ, Kantomaa MT, Ahonen T, Hakonen H, Kankaanpää A, et al. (2013) Physical activity, sedentary behavior, and academic performance in Finnish children. Med Sci Sports Exerc 45: 2098–2104.
    1. Donnelly JE, Greene JL, Gibson CA, Smith BK, Washburn RA, et al. (2009) Physical Activity Across the Curriculum (PAAC): a randomized controlled trial to promote physical activity and diminish overweight and obesity in elementary school children. Prev Med 49: 336–341.
    1. Shephard RJ (1996) Habitual physical activity and academic performance. Nutr Rev 54: 32–36.
    1. Davis CL, Tomporowski P, McDowell J, Austin B, Miller P, et al. (2011) Exercise improves executive function and achievement and alters brain activation in overweight children: a randomized controlled trial. Heal Psychol 30: 91–98.
    1. LeBlanc MM, Martin CK, Han H, Newton R, Sothern M, et al. (2012) Adiposity and physical activity are not related to academic achievement in school-aged children. J Dev Behav Pediatr 33: 486–494.
    1. Sigfúsdóttir ID, Kristjánsson AL, Allegrante JP (2007) Health behaviour and academic achievement in Icelandic school children. Health Educ Res 22: 70–80.
    1. Tremblay MS, Inman J, Willms J (2000) The relationship between physical activity,self-esteem, and academic achievement in 12-year-old children. Pediatr Exerc Sci 12: 312–323.
    1. Ahamed Y, Macdonald H, Reed K, Naylor P-J, Liu-Ambrose T, et al. (2007) School-based physical activity does not compromise children’s academic performance. Med Sci Sports Exerc 39: 371–376.
    1. Sallis J, McKenzie T, Kolody B, Lewis M, Marshall S, et al. (1997) Effects of health-related physical education on academic achievement: project SPARK. Res Q Exerc Sport 70: 127–134.
    1. Centers for Disease Control and Prevention (2010) The association between school-based physical activity, including physical education, and academic performance. Atlanta, GA: U.S. Department of Health and Human Services.
    1. Fox C, Barr-Anderson D, Neumar-Sztainer D, Wall M (2010) Physical activity and sports team participation: associations with academic outcomes in middle school and high school students. J Sch Health 80: 31–37.
    1. Hillman CH, Pontifex MB, Raine LB, Castelli DM, Hall EE, et al. (2009) The effect of acute treadmill walking on cognitive control and academic achievement in preadolescent children. Neuroscience 159: 1044–1054.
    1. Pontifex MB, Saliba BJ, Raine LB, Picchietti DL, Hillman CH (2013) Exercise improves behavioral, neurocognitive, and scholastic performance in children with attention-deficit/hyperactivity disorder. J Pediatr 162: 543–551.
    1. Sibley BA, Etnier JL (2003) The relationships between physical activity and cognition in children: A meta-analysis. Pediatr Exerc Sci 15: 243–256.
    1. Tomporowski P (2003) Effects of acute bouts of exercise on cognition. Acta Psychol 112: 297–324.
    1. Best JR (2010) Effects of physical activity on children’s executive function: Contributions of experimental research on aerobic exercise. Dev Rev 30: 331–351.
    1. Kamijo K, Pontifex MB, O’Leary KC, Scudder MR, Wu C-T, et al. (2011) The effects of an afterschool physical activity program on working memory in preadolescent children. Dev Sci 14: 1046–1058.
    1. Chaddock-Heyman L, Erickson KI, Voss MW, Knecht AM, Pontifex MB, et al. (2013) The effects of physical activity on functional MRI activation associated with cognitive control in children: a randomized controlled intervention. Front Hum Neurosci 7: 72.
    1. Rasberry CN, Lee SM, Robin L, Laris BA, Russell LA, et al. (2011) The association between school-based physical activity, including physical education, and academic performance: a systematic review of the literature. Prev Med 52 Suppl 1 10–20.
    1. Martínez-Gómez D, Ruiz JR, Gómez-Martínez S, Chillón P, Rey-López JP, et al. (2011) Active commuting to school and cognitive performance in adolescents: the AVENA study. Arch Pediatr Adolesc Med 165: 300–305.
    1. Tremblay MS, LeBlanc AG, Kho ME, Saunders TJ, Larouche R, et al. (2011) Systematic review of sedentary behaviour and health indicators in school-aged children and youth. Int J Behav Nutr Phys Act 8: 98.
    1. Borzekowski DLG, Robinson TN (2005) The remote, the mouse, and the No. 2 pencil - The household media environment and academic achievement among third grade students. Arch Pediatr Adolesc Med 159: 607–613.
    1. Eloranta A-M, Lindi V, Schwab U, Tompuri T, Kiiskinen S, et al. (2012) Dietary factors associated with overweight and body adiposity in Finnish children aged 6–8 years: the PANIC Study. Int J Obes 36: 950–955.
    1. Nurmi J-E, Kiuru N, Lerkkanen M-K, Niemi P, Poikkeus A-M, et al. (2013) Teachers adapt their instruction in reading according to individual children’s literacy skills. Learn Individ Differ 23: 72–79.
    1. Väistö J, Eloranta A-M, Viitasalo A, Tompuri T, Lintu N, et al. (2014) Physical activity and sedentary behaviour in relation to cardiometabolic risk in children: cross-sectional findings from the Physical Activity and Nutrition in Children (PANIC) Study. Int J Behav Nutr Phys Act 11: 55.
    1. Lindeman J (1998) ALLU-ala-asteen lukutesti (standardized reading test for comprehensive school). Turku: Center for Learning Research. University of Turku.
    1. Räsänen P, Aunola K (2007) Test of arithmetics. Test material developed in the First Steps follow-up. Jyväskylä: University of Jyväskylä.
    1. Tompuri TT, Lakka TA, Hakulinen M, Lindi V, Laaksonen DE, et al... (2013) Assessment of body composition by dual-energy X-ray absorptiometry, bioimpedance analysis and anthropometrics in children: the Physical Activity and Nutrition in Children study. Clin Physiol Funct Imaging doi:10.1111/cpf.12118.
    1. Veijalainen A, Tompuri T, Lakka H-M, Laitinen T, Lakka TA (2011) Reproducibility of pulse contour analysis in children before and after maximal exercise stress test: the Physical Activity and Nutrition in Children (PANIC) study. Clin Physiol Funct Imaging 31: 132–138.
    1. Lintu N, Tompuri T, Viitasalo A, Soininen S, Savonen K, et al. (2014) Cardiovascular fitness and haemodynamic responses to maximal cycle ergometer exercise test in children 6–8 years of age. J Sports Sci 32: 652–659.
    1. Haapala EA, Poikkeus A-M, Tompuri T, Kukkonen-Harjula K, Leppänen PHT, et al. (2014) Associations of motor and cardiovascular performance with academic skills in children. Med Sci Sports Exerc 46: 1016–1024.
    1. Kiuru N, Aunola K, Torppa M, Lerkkanen M-K, Poikkeus A-M, et al. (2012) The role of parenting styles and teacher interactional styles in children’s reading and spelling development. J Sch Psychol 50: 799–823.
    1. Tanner J (1962) Growth at adolescence. Oxford: Blackwell.
    1. Faul F, Erdfelder E, Lang A-G, Buchner A (2007) G*Power 3: a flexible statistical power analysis program for the social, behavioral, and biomedical sciences. Behav Res Methods 39: 175–191.
    1. Faul F, Erdfelder E, Buchner A, Lang A-G (2009) Statistical power analyses using G*Power 3.1: tests for correlation and regression analyses. Behav Res Methods 41: 1149–1160.
    1. Singh A, Uijtdewilligen L, Twisk J, van Mechelen W, Chinapaw M (2012) Physical activity and performance at school. A systematic review of the literature including a methodological quality assessment. Arch Pediatr Adolesc Med 166: 49–55.
    1. Murray R, Ramstetter C (2013) The crucial role of recess in school. Pediatrics 131: 183–188.
    1. Cotman CW, Berchtold NC (2002) Exercise: a behavioral intervention to enhance brain health and plasticity. TRENDS Neurosci 25: 295–301.
    1. Cotman CW, Berchtold NC, Christie L-A (2007) Exercise builds brain health: key roles of growth factor cascades and inflammation. Trends Neurosci 30: 464–472.
    1. Huang T, Larsen KT, Ried-Larsen M, Møller NC, Andersen LB (2013) The effects of physical activity and exercise on brain-derived neurotrophic factor in healthy humans: A review. Scand J Med Sci Sports 24: 1–10.
    1. Jonker L, Elferink-Gemser MT, Toering TT, Lyons J, Visscher C (2010) Academic performance and self-regulatory skills in elite youth soccer players. J Sports Sci 28: 1605–1614.
    1. Kamijo K, Khan NA, Pontifex MB, Scudder MR, Drollette ES, et al. (2012) The relation of adiposity to cognitive control and scholastic achievement in preadolescent children. Obesity 20: 2406–2411.
    1. Hillman CH, Erickson KI, Kramer AF (2008) Be smart, exerice your heart: exercise effects on brain and cognition. Nat Rev Neurosci 9: 58–65.
    1. Booth JN, Leary SD, Joinson C, Ness AR, Tomporowski PD, et al. (2014) Associations between objectively measured physical activity and academic attainment in adolescents from a UK cohort. Br J Sports Med 48: 265–270.
    1. Haapala EA (2013) Cardiorespiratory fitness and motor skills in relation to cognition and academic performance in children – a review. J Hum Kinet 36: 55–68.
    1. Hillman CH, Pontifex MB, Raine LB, Castelli DM, Hall EE, et al. (2009) The effect of acute treadmill walking on cognitive control and academic achievement in preadolescent children. Neuroscience 159: 1044–1054.
    1. Lambiase MJ, Barry HM, Roemmich JN (2010) Effect of a simulated active commute to school on cardiovascular stress reactivity. Med Sci Sports Exerc 42: 1609–1616.
    1. Kempermann G, Fabel K, Ehninger D, Babu H, Leal-Galicia P, et al. (2010) Why and how physical activity promotes experience-induced brain plasticity. Front Neurosci 4: 189.
    1. Fernández-Alvira JM, De Bourdeaudhuij I, Singh AS, Vik FN, Manios Y, et al. (2013) Clustering of energy balance-related behaviors and parental education in European children: the ENERGY-project. Int J Behav Nutr Phys Act 10: 5.
    1. Torppa M, Poikkeus A-M, Laakso M, Eklund K, Lyytinen H (2006) Predicting delayed letter knowledge development and its relation to grade 1 reading achievement among children with and without familial risk for dyslexia. Dev Psychol 42: 1128–1142.
    1. Bradley RH, McRitchie S, Houts RM, Nader P, O’Brien M (2011) Parenting and the decline of physical activity from age 9 to 15. Int J Behav Nutr Phys Act 8: 33.
    1. Gortmaker SL, Salter CA, Walker DK, Dietz WH (1990) The impact of television viewing on mental aptitude and achievement: A longitudinal study. Public Opin Q 54: 594–604.
    1. Clements DH, Sarama J (2011) Early childhood mathematics intervention. Science 333: 968–970.
    1. Li X, Atkins M (2004) Early childhood computer experience and cognitive and motor development. Pediatrics 113: 1715–1722.
    1. Silinskas G, Parrila R, Lerkkanen M-K, Poikkeus A-M, Niemi P, et al. (2010) Mothers’ reading-related activities at home and learning to read during kindergarten. Eur J Psychol Educ 25: 243–264.
    1. Schellenberg EG (2006) Long-term positive associations between music lessons and IQ. J Educ Psychol 98: 457–468.
    1. Ekelund U, Tomkinson G, Armstrong N (2011) What proportion of youth are physically active? Measurement issues, levels and recent time trends. Br J Sports Med 45: 859–865.

Source: PubMed

3
Iratkozz fel