Physical activity, fitness, weight status, and cognitive performance in adolescents
Abstract
Objective To examine the association of participation in physical sports activity during leisure time, sedentary behaviors, cardiorespiratory and muscular fitness, and weight status with cognitive performance in Spanish adolescents.Study design This cross-sectional study comprised a total of 1820 adolescents (958 female) aged 13.0 to 18.5 years. Cognitive performance (verbal, numeric and reasoning abilities, and an overall score) was measured with the "SRA-Test of Educational Ability." Participation in physical sports activity during leisure time (yes/no) and time devoted to study, television viewing, and playing video games were self-reported and categorized as ≤ 3 hours/day and >3 hours/day. We assessed cardiorespiratory and muscular fitness with field-based tests. Adolescents were classified as underweight, normal weight, overweight, and obese.Results Participation in physical sports activities during leisure time was associated with better cognitive performance study variables (all P < .001), independent of potential confounders including cardiorespiratory fitness and body mass index. We did not observe an association of time devoted to study, television viewing, or playing video-games with cognitive performance. Likewise, cognitive performance was similar across cardiorespiratory and muscular fitness levels and body weight categories.Conclusion Participation in physical sports activity during leisure time may positively influence cognitive performance in adolescents.
Integrity signals
Registry
Cites
Statistics
Claims the paper makes
Claims other papers make about this one
Each is checked against this paper’s own text: does it say what the citing paper says it does?
The practice of physical activity improves academic performance.
“the practice of physical activity improves academic performance [7,8,9].”
From Lifestyle Habits Predict Academic Performance in High School Students: The Adolescent Student Academic Performance Longitudinal Study (ASAP) (2019) · cites this paper as [9]
Cites
Establishing a standard definition for child overweight and obesity worldwide: international survey
Cole, T. J. (2000) · BMJ · doi:10.1136/bmj.320.7244.1240 · Cited by 16,500 · see citing works
Effect size, confidence interval and statistical significance: a practical guide for biologists
Nakagawa, S., & Cuthill, I. C. (2007) · Biological Reviews · doi:10.1111/j.1469-185x.2007.00027.x · Cited by 3,835 · see citing works
Be smart, exercise your heart: Exercise effects on brain and cognition
Hillman, C. H., Erickson, K. I., & Kramer, A. F. (2008) · Nature Reviews Neuroscience · doi:10.1038/nrn2298 · Cited by 3,563 · see citing works
Tanner, J. M., & Whitehouse, R. H. (1976) · Archives of Disease in Childhood · doi:10.1136/adc.51.3.170 · Cited by 3,137 · see citing works
Physical fitness in childhood and adolescence: a powerful marker of health
Ortega, F. B., Ruiz, J. R., Castillo, M. J., & Sjöstróm, M. (2007) · International Journal of Obesity · doi:10.1038/sj.ijo.0803774 · Cited by 2,885 · see citing works
Self-citationExercise: a behavioral intervention to enhance brain health and plasticity
Cotman, C. (2002) · Trends in Neurosciences · doi:10.1016/s0166-2236(02)02143-4 · Cited by 2,739 · see citing works
Body mass index cut offs to define thinness in children and adolescents: international survey
Cole, T. J., Flegal, K. M., Nicholls, D., & Jackson, A. A. (2007) · BMJ · doi:10.1136/bmj.39238.399444.55 · Cited by 2,614 · see citing works
Action video game modifies visual selective attention
Green, C. S., & Bavelier, D. (2003) · Nature · doi:10.1038/nature01647 · Cited by 2,540 · see citing works
The multistage 20 metre shuttle run test for aerobic fitness
Léger, L., Mercier, D., Gadoury, C., & Lambert, J. (1988) · Journal of Sports Sciences · doi:10.1080/02640418808729800 · Cited by 2,539 · see citing works
Putting brain training to the test
Owen, A. M., Hampshire, A., Grahn, J. A., Stenton, R., Dajani, S., Burns, A. S., Howard, R. J., & Ballard, C. G. (2010) · Nature · doi:10.1038/nature09042 · Cited by 1,056 · see citing works
The effects of video game playing on attention, memory, and executive control
Boot, W. R., Kramer, A. F., Simons, D. J., Fabiani, M., & Gratton, G. (2008) · Acta Psychologica · doi:10.1016/j.actpsy.2008.09.005 · Cited by 994 · see citing works
Dishman, R. K., Berthoud, H., Booth, F. W., Cotman, C. W., Edgerton, V. R., Fleshner, M. R., Gandevia, S. C., Gomez‐Pinilla, F., Greenwood, B. N., Hillman, C. H., et al. (2006) · Obesity · doi:10.1038/oby.2006.46 · Cited by 958 · see citing works
Predictive validity of health-related fitness in youth: a systematic review
Ruiz, J. R., Castro‐Piñero, J., Artero, E. G., Ortega, F. B., Sjöstróm, M., Suni, J. H., & Castillo, M. J. (2009) · British Journal of Sports Medicine · doi:10.1136/bjsm.2008.056499 · Cited by 955 · see citing works
Self-citationPhysical education, school physical activity, school sports and academic performance
Trudeau, F., & Shephard, R. J. (2008) · International Journal of Behavioral Nutrition and Physical Activity · doi:10.1186/1479-5868-5-10 · Cited by 879 · see citing works
Physical Fitness and Academic Achievement in Third- and Fifth-Grade Students
Castelli, D. M., Hillman, C. H., Buck, S. M., & Erwin, H. E. (2007) · Journal of Sport and Exercise Psychology · doi:10.1123/jsep.29.2.239 · Cited by 865 · see citing works
Hillman, C. H., Pontifex, M. B., Raine, L. B., Castelli, D. M., Hall, E. E., & Kramer, A. F. (2009) · Neuroscience · doi:10.1016/j.neuroscience.2009.01.057 · Cited by 845 · see citing works
A meta-regression to examine the relationship between aerobic fitness and cognitive performance
Etnier, J. L., Nowell, P. M., Landers, D. M., & Sibley, B. A. (2006) · Brain Research Reviews · doi:10.1016/j.brainresrev.2006.01.002 · Cited by 749 · see citing works
Ekelund, U., Brage, S., Froberg, K., Harro, M., Anderssen, S. A., Sardinha, L. B., Riddoch, C., & Andersen, L. B. (2006) · PLoS Medicine · doi:10.1371/journal.pmed.0030488 · Cited by 667 · see citing works
Effect of Exercise on Depression
NORTH, T. C., McCULLAGH, P., & TRAN, Z. V. (1990) · Exercise and Sport Sciences Reviews · doi:10.1249/00003677-199001000-00016 · Cited by 657 · see citing works
Sedentary behaviour and obesity development in children and adolescents
Rey-López, J. P., Vicente‐Rodríguez, G., Biosca, M., & Moreno, L. A. (2007) · Nutrition Metabolism and Cardiovascular Diseases · doi:10.1016/j.numecd.2007.07.008 · Cited by 573 · see citing works
Self-citationCriterion-related validity of field-based fitness tests in youth: a systematic review
Castro‐Piñero, J., Artero, E. G., España‐Romero, V., Ortega, F. B., Sjöstróm, M., Suni, J. H., & Ruiz, J. R. (2009) · British Journal of Sports Medicine · doi:10.1136/bjsm.2009.058321 · Cited by 532 · see citing works
Self-citationChildren’s Television Viewing and Cognitive Outcomes
Zimmerman, F. J., & Christakis, D. (2005) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/archpedi.159.7.619 · Cited by 514 · see citing works
Aerobic Fitness and Neurocognitive Function in Healthy Preadolescent Children
Hillman, C. H., Castelli, D. M., & BUCK, S. M. (2005) · Medicine & Science in Sports & Exercise · doi:10.1249/01.mss.0000176680.79702.ce · Cited by 493 · see citing works
Anderson, D. R., Huston, A. C., Schmitt, K. L., Linebarger, D. L., & Wright, J. C. (2001) · Monographs of the Society for Research in Child Development · doi:10.1111/1540-5834.00120 · Cited by 454 · see citing works
Childhood Overweight and Academic Performance: National Study of Kindergartners and First‐Graders
Datar, A., Sturm, R., & Magnabosco, J. L. (2004) · Obesity Research · doi:10.1038/oby.2004.9 · Cited by 393 · see citing works
Li, Y., Dai, Q., Jackson, J. C., & Zhang, J. (2008) · Obesity · doi:10.1038/oby.2008.296 · Cited by 387 · see citing works
Stress and the adolescent brain
ROMEO, R. D., & McEWEN, B. S. (2006) · Annals of the New York Academy of Sciences · doi:10.1196/annals.1376.022 · Cited by 379 · see citing works
Reliability of health-related physical fitness tests in European adolescents. The HELENA Study
on behalf of the HELENA Study Group, Ortega, F. B., Artero, E. G., Ruiz, J. R., Vicente‐Rodríguez, G., Bergman, P., Hagströmer, M., Ottevaere, C., Nagy, E., Konsta, O., et al. (2008) · International Journal of Obesity · doi:10.1038/ijo.2008.183 · Cited by 350 · see citing works
Self-citationThe Relation of Aerobic Fitness to Stroop Task Performance in Preadolescent Children
BUCK, S. M., HILLMAN, C. H., & CASTELLI, D. M. (2008) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e318159b035 · Cited by 287 · see citing works
Association of Television Viewing During Childhood With Poor Educational Achievement
Hancox, R. J., Milne, B. J., & Poulton, R. (2005) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/archpedi.159.7.614 · Cited by 277 · see citing works
España‐Romero, V., Ortega, F. B., Vicente‐Rodríguez, G., Artero, E. G., Rey, J. P., & Ruiz, J. R. (2010) · The Journal of Strength and Conditioning Research · doi:10.1519/jsc.0b013e3181b296a5 · Cited by 264 · see citing works
Self-citationCardiorespiratory Fitness Levels Among US Youth 12 to 19 Years of Age
Pate, R. R., Wang, C., Dowda, M. C., Farrell, S. W., & O’Neill, J. R. (2006) · Archives of Pediatrics and Adolescent Medicine · doi:10.1001/archpedi.160.10.1005 · Cited by 261 · see citing works
Association between television, movie, and video game exposure and school performance
Sharif, I., & Sargent, J. D. (2006) · Pediatrics · doi:10.1542/peds.2005-2854 · Cited by 252 · see citing works
Ruiz, J. R., Ortega, F. B., Rizzo, N., Villa, I., Hurtig‐Wennlöf, A., Oja, L., & Sjöstróm, M. (2007) · Pediatric Research · doi:10.1203/pdr.0b013e318030d1bd · Cited by 220 · see citing works
Self-citationOrtega, F. B., Ruiz, J. R., Castillo, M. J., Moreno, L. A., González‐Gross, M., Wärnberǵ, J., & Gutiérrez, Á. (2005) · Revista Española de Cardiología (English Edition) · doi:10.1016/s1885-5857(06)60372-1 · Cited by 203 · see citing works
Self-citationOrtega, F. B., Ruiz, J. R., Castillo, M. J., Moreno, L. A., González‐Gross, M., Wärnberǵ, J., & Gutiérrez, Á. (2005) · Revista Española de Cardiología · doi:10.1157/13078126 · Cited by 188 · see citing works
Self-citationCriterion-Referenced Standards for Youth Health-Related Fitness Tests: A Tutorial
Cureton, K. J., & Warren, G. L. (1990) · Research Quarterly for Exercise and Sport · doi:10.1080/02701367.1990.10607473 · Cited by 137 · see citing works
Parent–Child Communication Processes: Preventing Children's Health‐Risk Behavior
Riesch, S. K., Anderson, L., & KAISER-KRUEGER, H. A. (2006) · Journal for Specialists in Pediatric Nursing · doi:10.1111/j.1744-6155.2006.00042.x · Cited by 134 · see citing works
Borzekowski, D. L. G., & Robinson, T. N. (2005) · Archives of Pediatrics & Adolescent Medicine · doi:10.1001/archpedi.159.7.607 · Cited by 128 · see citing works
Mo‐suwan, L., Lebel, L., Puetpaiboon, A., & Junjana, C. (1999) · International Journal of Obesity · doi:10.1038/sj.ijo.0800808 · Cited by 126 · see citing works
Lawlor, D. A., Najman, J. M., Batty, G. D., O'Callaghan, M. J., Williams, G. M., & Bor, W. (2006) · Paediatric and Perinatal Epidemiology · doi:10.1111/j.1365-3016.2006.00704.x · Cited by 124 · see citing works
Validity of Cardiorespiratory Fitness Criterion-Referenced Standards for Adolescents
Lobelo, F., Pate, R. R., Dowda, M. C., Liese, A. D., & Ruiz, J. R. (2009) · Medicine & Science in Sports & Exercise · doi:10.1249/mss.0b013e318195d491 · Cited by 116 · see citing works
Self-citationRuiz, J. R., Ramírez-Lechuga, J., Ortega, F. B., Castro‐Piñero, J., Benítez, J. M., Araúzo-Azofra, A., Sánchez‐Muñoz, C., Sjöstróm, M., Castillo, M. J., Gutiérrez, Á., et al. (2008) · Artificial Intelligence in Medicine · doi:10.1016/j.artmed.2008.06.004 · Cited by 106 · see citing works
Self-citationGonzález‐Gross, M., Castillo, M. J., Moreno, L. A., Nova, E., González‐Lamuño, D., Pérez‐Llamas, F., Gutiérrez, Á., Garaulet, M., Joyanes, M., Leiva, A. V., et al. (2003) · Hispana · Cited by 105 · see citing works
Self-citationA study of intelligence and personality in children with simple obesity.
Li, X. (1995) · PubMed · Cited by 99 · see citing works
Cognitive Function and Overweight in Preschool Children
Guxens, M., Mendez, M. A., Júlvez, J., Plana, E., Forns, J., Basagaña, X., Torrent, M., & Sunyer, J. (2009) · American Journal of Epidemiology · doi:10.1093/aje/kwp140 · Cited by 77 · see citing works
CARDIORESPIRATORY FITNESS LEVELS AMONG US YOUTH 12 TO 19 YEARS OF AGE
Russell, R., Yi-h, W., Marsha, D., Stephen, W. F., & Jennife, R. O. (2006) · Cited by 36 · see citing works
A PARENT‐ADMINISTERED PROGRAM TO REDUCE CHILDREN'S TELEVISION VIEWING
Wolfe, D. A., Mendes, M. G. B. C., & Factor, D. C. (1984) · Journal of Applied Behavior Analysis · doi:10.1901/jaba.1984.17-267 · Cited by 20 · see citing works
Wiecha, J. (2001) · doi:10.1367/1539-4409(2001)001
Flagged first, then by citations
Cited by
Sorted by citations
Carson, V., Hunter, S., Kuzik, N., Gray, C. E., Poitras, V. J., Chaput, J.-P., Saunders, T. J., Katzmarzyk, P. T., Okely, A. D., Connor Gorber, S., et al. (2016) · Applied Physiology, Nutrition, and Metabolism · doi:10.1139/apnm-2015-0630 · Cited by 1,380 · see citing works
Energy intake and exercise as determinants of brain health and vulnerability to injury and disease
Mattson, M. P. (2012) · Cell Metabolism · doi:10.1016/j.cmet.2012.08.012 · Cited by 434 · see citing works
Oswald, T. K., Rumbold, A. R., Kedzior, S. G. E., & Moore, V. M. (2020) · PLoS ONE · doi:10.1371/journal.pone.0237725 · Cited by 367 · see citing works
Physical activity and cognition in adolescents: A systematic review
Esteban-Cornejo, I., Tejero-Gonzalez, C. M., Sallis, J. F., & Veiga, O. L. (2015) · Journal of Science and Medicine in Sport · doi:10.1016/j.jsams.2014.07.007 · Cited by 336 · see citing works
Physical activity and academic achievement in children: a historical perspective
Howie, E. K., & Pate, R. R. (2012) · Journal of Sport and Health Science · doi:10.1016/j.jshs.2012.09.003 · Cited by 297 · see citing works
Video game training does not enhance cognitive ability: A comprehensive meta-analytic investigation
Sala, G., Tatlidil, K. S., & Gobet, F. (2018) · Psychological Bulletin · doi:10.1037/bul0000139 · Cited by 257 · see citing works
Organized Sports for Children, Preadolescents, and Adolescents
Logan, K., Cuff, S., COUNCIL ON SPORTS MEDICINE AND FITNESS, LaBella, C. R., Brooks, M. A., Canty, G., Diamond, A. B., Hennrikus, W., Moffatt, K., Nemeth, B. A., et al. (2019) · Pediatrics · doi:10.1542/peds.2019-0997 · Cited by 261 · see citing works
Ardoy, D. N., Fernández‐Rodríguez, J. M., Jiménez‐Pavón, D., Castillo, R., Ruiz, J. R., & Ortega, F. B. (2014) · Scandinavian Journal of Medicine & Science in Sports · doi:10.1111/sms.12093 · Cited by 227 · see citing works
Self-citationHowie, E. K., Schatz, J., & Pate, R. R. (2015) · Research Quarterly for Exercise and Sport · doi:10.1080/02701367.2015.1039892 · Cited by 173 · see citing works
Miller, C. T., Fraser, S. F., Levinger, I., Straznicky, N. E., Dixon, J. B., Reynolds, J., & Selig, S. E. (2013) · PLoS ONE · doi:10.1371/journal.pone.0081692 · Cited by 160 · see citing works
Syväoja, H. J., Tammelin, T. H., Ahonen, T., Kankaanpää, A., & Kantomaa, M. T. (2014) · PLoS ONE · doi:10.1371/journal.pone.0103559 · Cited by 149 · see citing works
Ruiz-Ariza, A., Grao-Cruces, A., de Loureiro, N. E. M., & Martínez-López, E. J. (2017) · International Review of Sport and Exercise Psychology · doi:10.1080/1750984x.2016.1184699 · Cited by 140 · see citing works
VII. The history of physical activity and academic performance research: informing the future
Castelli, D. M., Centeio, E. E., Hwang, J., Barcelona, J. M., Glowacki, E. M., Calvert, H. G., & Nicksic, H. M. (2014) · Monographs of the Society for Research in Child Development · doi:10.1111/mono.12133 · Cited by 91 · see citing works
Dubuc, M.-M., Aubertin-Leheudre, M., & Karelis, A. D. (2019) · International Journal of Environmental Research and Public Health · doi:10.3390/ijerph17010243 · Cited by 56 · see citing works
The Benefits of Movement for Youth: A Whole Child Approach
Savina, E., Garrity, K., Kenny, P., & Doerr, C. (2016) · Contemporary School Psychology · doi:10.1007/s40688-016-0084-z · Cited by 28 · see citing works
- Authors
- Ruiz, J. R., Ortega, F. B., Castillo, R., Martín-Matillas, M., Kwak, L., Vicente-Rodríguez, G., Noriega, J., Tercedor, P., Sjöström, M., & Moreno, L. A.
- Affiliations
- Universidad de Granada (ES)
- Universidad de Málaga (ES)
- Karolinska Institutet (SE)
- Universidad de Zaragoza (ES)
- Corresponding author
- Ruiz, Jonatan R.
- Venue
- The Journal of Pediatrics
- Publisher
- Elsevier BV
- Published
- 2010-12
- Volume
- 157
- Issue
- 6
- Pages
- 917-922.e5
- ISSN
- 0022-3476 (ISSN-L)
- OpenAlex
- W2110062789
- Cited by
- 148
- References
- 49
- Citations by year
- 2026: 2 · 2025: 3 · 2024: 7 · 2023: 7 · 2022: 8 · 2021: 12 · 2020: 12 · 2019: 14 · 2018: 3 · 2017: 10 · 2016: 12 · 2015: 15 · 2014: 18 · 2013: 10 · 2012: 10
- FWCI
- 5.41
- Type
- journal article
- Language
- en
- Open access
- closed
- Locations
- The Journal of Pediatrics (publishedVersion)
- PubMed (publishedVersion)
- Topics
- Health Sciences › Medicine › Physiology › Physical Activity and Health
- Health Sciences › Medicine › Public Health, Environmental and Occupational Health › Obesity, Physical Activity, Diet
- Social Sciences › Life-span and Life-course Studies › Sports and Physical Education Studies
- Keywords
- physical activity, sports participation, cognitive performance, adolescents, cardiorespiratory fitness, muscular fitness, sedentary behavior, television viewing, video game use, study time, body mass index, overweight, obesity, underweight, Spanish adolescents
- MeSH terms
- Adolescent, Body Weight, Cognition, Cross-Sectional Studies, Female, Humans, Male, Motor Activity, Physical Fitness
About these checks
Registry, retraction, Cites and statistics results are computed, not judged, with one exception: a printed reference that no index lists is read once by a model before it counts as a citation error. Claims are extracted by a model and kept only when their quote appears verbatim in the text; each cited source is then checked, with a model’s help, for whether it says what the claim relies on. Those verdicts can be wrong — read the claim’s quote and the cited source before relying on one.
Statistics and arithmetic are recomputed, not judged.
Confidence bands are shown only for fields calibrated on our annotated test set. None is calibrated yet, so no band is shown.
What counts as a claim ›How we measure confidence ›How we check this ›
Are you an author, or do you see a problem with this page? Request a review