Physical activity and academic achievement: an analysis of potential student- and school-level moderators

Hannah K Behringer, Emilie R Saksvig, Peter J Boedeker, Paul N Elish, Christi M Kay, Hannah G Calvert, Adria M Meyer, Julie A Gazmararian, Hannah K Behringer, Emilie R Saksvig, Peter J Boedeker, Paul N Elish, Christi M Kay, Hannah G Calvert, Adria M Meyer, Julie A Gazmararian

Abstract

Background: Many children do not engage in sufficient physical activity, and schools provide a unique venue for children to reach their recommended 60 daily minutes of moderate-to-vigorous physical activity (MVPA). Prior research examining effects of MVPA on academic achievement is inconclusive, and few studies have investigated potential moderators of this relationship. This study examined whether student-level characteristics (gender, race/ethnicity, free/reduced-price lunch status) and school-level characteristics (proportion of students qualifying for free/reduced-price lunch, physical activity environment and opportunities) moderate the relationship between MVPA and academic achievement.

Methods: In a large, diverse metropolitan public school district in Georgia, 4,936 students in Grade 4 were recruited from 40 elementary schools. Students wore accelerometers to measure school-day MVPA for a total of 15 days across three semesters (fall 2018, spring 2019, fall 2019). Academic achievement data, including course marks (grades) for math, reading, spelling, and standardized test scores in writing, math, reading, and Lexile (reading assessment), were collected at baseline (Grade 3, ages 8-9) and at follow-up in Grade 4 (ages 9-10). Standardized test scores were not measured in Grade 5 (ages 10-11) due to COVID-19-related disruptions. Multilevel modeling assessed whether student-level and/or school-level characteristics were moderators in the cross-sectional and longitudinal MVPA-academic achievement relationship.

Results: Cross sectional analyses indicated that the MVPA and AA relationship was moderated only by student Hispanic ethnicity for Grade 4 fall spelling marks (β = -0.159 p < 0.001). The relationship for Grade 4 fall spelling marks was also moderated by school physical activity opportunities (β = -0.128 (p < 0.001). Longitudinally, there was no significant moderation of the MVPA-academic achievement. A relationship by student gender, free/reduced-price lunch status, race/ethnicity; nor for school-level factors including proportion of students qualifying for free/reduced-price lunch, physical activity environment, and physical activity opportunities.

Conclusions: Overall, our results did not suggest that student- or school-level characteristics moderate the MVPA-academic achievement relationship. While statistically significant results were observed for certain outcomes, practical differences were negligible. In this population, school-based MVPA does not appear to differently affect academic performance based on student gender, race/ethnicity, free/reduced-price lunch, nor school characteristics.

Trial registration: This study was registered with the National Institutes of Health (NIH) ClinicalTrials.gov system, with ID NCT03765047 . Registered 05 December 2018-Retrospectively registered.

Keywords: Academic achievement; Accelerometers; Elementary students; Grades; Physical activity; Socioeconomic status.

Conflict of interest statement

The authors report no conflict of interest.

© 2022. The Author(s).

References

    1. HW III Kohl, Cook HD. Committee on physical activity and physical education in the school environment; food and nutrition board; institute of medicine. Educating the student body: taking physical activity and physical education to school. Washington DC: National Academies Press; 2013.
    1. Telama R, Yang X, Leskinen E, Kankaanpää A, Hirvensalo M, Tammelin T, et al. Tracking of physical activity from early childhood through youth into adulthood. Med Sci Sports Exerc. 2014;46(5):955–962.
    1. Hallal PC, Victora CG, Azevedo MR, Wells JCK. Adolescent Physical Activity and Health. Sports Med. 2006;36(12):1019–1030.
    1. Ekblom-Bak E, Ekblom Ö, Andersson G, Wallin P, Ekblom B. Physical education and leisure-time physical activity in youth are both important for adulthood activity, physical performance, and health. J Phys Act Health. 2018;15(9):661–670.
    1. Gordon-Larsen P, Nelson MC, Popkin BM. Longitudinal physical activity and sedentary behavior trends: adolescence to adulthood. Am J Prev Med. 2004;27(4):277–283.
    1. Friel CP, Duran AT, Shechter A, Diaz KMUS. Children meeting physical activity, screen time, and sleep guidelines. Am J Prev Med. 2020;59(4):513–521.
    1. Calvert HG, Turner L. School-day classroom-based physical activity and sedentary behavior. Health Behavior and Policy Review. 2019;6(5):463–471.
    1. Turner L, Johnson T, Calvert HG, Chaloupka FJ. Stretched too thin? The relationship between insufficient resource allocation and physical education instructional time and assessment practices. Teaching and Teacher Education. 2017.
    1. Howie EK, Pate RR. Physical activity and academic achievement in children: a historical perspective. J Sport Health Sci. 2012;1(3):160–169.
    1. Dudley D, Burden R. What effect on learning does increasing the proportion of curriculum time allocated to physical education have? a systematic review and meta-analysis. Eur Phys Educ Rev. 2019;26(1):85–100.
    1. Lees C, Hopkins J. Effect of aerobic exercise on cognition academic achievement and psychosocial function in children: a systematic review of randomized control trials. Prev Chronic Dis. 2013;10:E174–E.
    1. Mura G, Vellante M, Nardi AE, Machado S, Carta MG. Effects of school-based physical activity interventions on cognition and academic achievement: a systematic review. CNS Neurol Disord Drug Targets. 2015;14(9):1194–1208.
    1. Singh AS, Saliasi E, van den Berg V, Uijtdewilligen L, de Groot RHM, Jolles J, et al. Effects of physical activity interventions on cognitive and academic performance in children and adolescents: a novel combination of a systematic review and recommendations from an expert panel. Br J Sports Med. 2019;53(10):640–647.
    1. Vetter M, Orr R, O’Dwyer N, O’Connor H. Effectiveness of active learning that combines physical activity and math in schoolchildren: a systematic review. J Sch Health. 2020;90(4):306–18.
    1. Erickson KI, Hillman C, Stillman CM, Ballard RM, Bloodgood B, Conroy DE, et al. Physical activity, cognition, and brain outcomes: a review of the 2018 physical activity guidelines. Med Sci Sports Exerc. 2019;51(6):1242–1251.
    1. de Greeff JW, Bosker RJ, Oosterlaan J, Visscher C, Hartman E. Effects of physical activity on executive functions, attention and academic performance in preadolescent children: a meta-analysis. J Sci Med Sport. 2018;21(5):501–507.
    1. Álvarez-Bueno C, Pesce C, Cavero-Redondo I, Sánchez-López M, Garrido-Miguel M, Martínez-Vizcaíno V. Academic achievement and physical activity: a meta-analysis. Pediatrics. 2017;140(6):e20171498.
    1. Barbosa A, Whiting S, Simmonds P, Scotini Moreno R, Mendes R, Breda J. Physical activity and academic achievement: an umbrella review. Int J Environ Res Public Health. 2020;17(16):5972.
    1. Sneck S, Viholainen H, Syvaoja H, Kankaapaa A, Hakonen H, Poikkeus AM, et al. Effects of school-based physical activity on mathematics performance in children: a systematic review. Int J Behav Nutr Phys Act. 2019;16(1):109.
    1. Watson A, Timperio A, Brown H, Best K, Hesketh KD. Effect of classroom-based physical activity interventions on academic and physical activity outcomes: a systematic review and meta-analysis. Int J Behav Nutr Phys Act. 2017;14(1):114.
    1. Martin A, Booth JN, Laird Y, Sproule J, Reilly JJ, Saunders DH. Physical activity, diet and other behavioural interventions for improving cognition and school achievement in children and adolescents with obesity or overweight. Cochrane Database Syst Rev. 2018;1:CD009728.
    1. Wassenaar TM, Williamson W, Johansen-Berg H, Dawes H, Roberts N, Foster C, et al. A critical evaluation of systematic reviews assessing the effect of chronic physical activity on academic achievement, cognition and the brain in children and adolescents: a systematic review. Int J Behav Nutr Phys Act. 2020;17(1):79.
    1. Donnelly JE, Hillman CH, Castelli D, Etnier JL, Lee S, Tomporowski P, et al. Physical activity, fitness, cognitive function, and academic achievement in children: a systematic review. Med Sci Sports Exerc. 2016;48(6):1197–1222.
    1. Marques A, Santos DA, Hillman CH, Sardinha LB. How does academic achievement relate to cardiorespiratory fitness, self-reported physical activity and objectively reported physical activity: a systematic review in children and adolescents aged 6–18 years. Br J Sports Med. 2018;52(16):1039.
    1. Norris E, Shelton N, Dunsmuir S, Duke-Williams O, Stamatakis E. Physically active lessons as physical activity and educational interventions: a systematic review of methods and results. Prev Med. 2015;72:116–125.
    1. Walker TJ, Craig DW, Pavlovic A, Thiele S, Kohl HW. Associations between gender, school socioeconomic status, and cardiorespiratory fitness among elementary and middle school students. BMC Public Health. 2020;20(1):1495.
    1. Evans R. Emotional pedagogy and the gendering of social and emotional learning. Br J Sociol Educ. 2017;38(2):184–202.
    1. Voyer D, Voyer SD. Gender differences in scholastic achievement: a meta-analysis. Psychol Bull. 2014;140(4):1174–1204.
    1. Kenney-Benson GA, Pomerantz EM, Ryan AM, Patrick H. Sex differences in math performance: The role of children’s approach to schoolwork. Dev Psychol. 2006;42(1):11–26.
    1. Resaland GK, Moe VF, Bartholomew JB, Andersen LB, McKay HA, Anderssen SA, et al. Gender-specific effects of physical activity on children’s academic performance: the active smarter kids cluster randomized controlled trial. Prev Med. 2018;106:171–6.
    1. Bunketorp Kall L, Malmgren H, Olsson E, Linden T, Nilsson M. Effects of a curricular physical activity intervention on children’s school performance, wellness, and brain development. J Sch Health. 2015;85(10):704–13.
    1. Bohrnstedt G, Kitmitto S, Ogut B, Sherman D, Chan D. School Composition and the Black-White Achievement Gap. National Center for Education Statistics. Washington, DC: US Department of Education; 2015.
    1. Hemphill FC, Vanneman A, Rahman T. Achievement gaps: how Hispanic and white students in public schools perform in mathematics and reading on the national assessment of educational progress. National Assessment of Educational Programs. Washington, DC: National Center for Education Statistics; 2011.
    1. Centers for Disease Control and Prevention. Childhood obesity facts: prevalence of childhood obesity in the United States 2022. .
    1. Boedeker P, Turner L, Calvert H, Kay C, Meyer A, Truett C, Gazmararian J. Study protocol for testing the association between physical activity and academic outcomes utilizing a cluster-randomized trial. Contemp Clin Trials Commun. 2021;21:100747.
    1. Bezold CP, Konty KJ, Day SE, Berger M, Harr L, Larkin M, et al. The effects of changes in physical fitness on academic performance among New York City youth. J Adolesc Health. 2014;55(6):774–781.
    1. Coe DP, Peterson T, Blair C, Schutten MC, Peddie H. Physical fitness, academic achievement, and socioeconomic status in school-aged youth. J Sch Health. 2013;83(7):500–507.
    1. Lewallen TC, Hunt H, Potts-Datema W, Zaza S, Giles W. The whole school, whole community, whole child model: a new approach for improving educational attainment and healthy development for students. J Sch Health. 2015;85(11):729–739.
    1. Garber MD, Stanhope KK, Shah MP, Cheung P, Gazmararian JA. Effect of cardiorespiratory fitness on academic achievement is stronger in high-SES elementary schools compared to low. J Sch Health. 2018;88(10):707–716.
    1. Efrat M. The relationship between low-income and minority children’s physical activity and academic-related outcomes: a review of the literature. Health Educ Behav. 2011;38(5):441–51.
    1. 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.
    1. U.S. Department of Health and Human Services. Physical Activity Guidelines for Americans, 2nd edition. Washington, D.C.: U.S. Department of Health and Human Services; 2018.
    1. Lounsbery MA, McKenzie TL, Morrow JR, Jr, Holt KA, Budnar RG. School physical activity policy assessment. J Phys Act Health. 2013;10(4):496–503.
    1. Lane H, Campbell K, Zhang A, Deitch R, Litz A, Shropshire J, et al. Development and interrater reliability of an observational school environment checklist: a practical, comprehensive tool to assess healthy eating and physical activity opportunities in schools. Health Promot Pract. 2021. Available from . 10.1177/15248399211014501.
    1. Evenson KR, Catellier DJ, Gill K, Ondrak KS, McMurray RG. Calibration of two objective measures of physical activity for children. J Sports Sci. 2008;26(14):1557–1565.
    1. Szpunar M, Driediger M, Johnson AM, Vanderloo LM, Burke SM, Irwin JD, et al. Impact of the childcare physical activity (play) policy on young children’s physical activity and sedentary time: a pilot clustered randomized controlled trial. Int J Environ Res Public Health. 2021;18(14):7468.
    1. Enders CK, Keller BT, Levy R. A fully conditional specification approach to multilevel imputation of categorical and continuous variables. Psychol Methods. 2018;23(2):298–317.
    1. Kwak L, Kremers SP, Bergman P, Ruiz JR, Rizzo NS, Sjöström M. Associations between physical activity, fitness, and academic achievement. J Pediatr. 2009;155(6):914–8.e1.
    1. London RA, Castrechini S. A longitudinal examination of the link between youth physical fitness and academic achievement. J Sch Health. 2011;81(7):400–408.
    1. Piercy KL, Troiano RP, Ballard RM, Carlson SA, Fulton JE, Galuska DA, et al. The physical activity guidelines for Americans. JAMA. 2018;320(19):2020–2028.
    1. Viner R, Russell S, Saulle R, Croker H, Stansfield C, Packer J, et al. School closures during social lockdown and mental health, health behaviors, and well-being among children and adolescents during the first COVID-19 wave: a systematic review. JAMA Pediatr. 2022;176:400.
    1. Fairclough SJ, Butcher ZH, Stratton G. Whole-day and segmented-day physical activity variability of northwest England school children. Prev Med. 2007;44(5):421–425.

Source: PubMed

3
Suscribir