Students’ physical activity intensity and sedentary behaviour by physical self-concept profiles: A latent profile analysis. [Intensidad de la actividad física y comportamiento sedentario de los estudiantes por perfiles de autoconcepto físico: Un análisis de perfil latente].

Santiago Guijarro-Romero, Daniel Mayorga-Vega, Jesús Viciana, Carolina Casado-Robles, Arto Gråstén, Timo Jaakkola

Resumen


Abstract

Aims of this study were to identify student clusters in physical appearance, sport competence, global physical self-concept and self-esteem, and to examine whether different physical self-concept groups differ in their moderate-to-vigorous physical activity (MVPA) and sedentary behaviour. Participants of the study were 211 boys and 183 girls aged 13-16 years. MVPA and sedentary behaviour were monitored by GT3X accelerometers during seven days. Participants’ physical self-concept was measured by the short Physical Self-Description Questionnaire. Latent profile analyses revealed a four-cluster solution: 1) “low sport competence, moderate global physical self-concept and self-esteem, and high physical appearance”; 2) “high sport competence, moderate global physical self-concept and self-esteem, and low physical appearance”; 3) “moderate sport competence, global physical self-concept, self-esteem, and physical appearance”, and 4) “moderate sport competence and global physical self-concept, high self-esteem, and low physical appearance”. Multivariate analysis of variance showed differences in MVPA between boys’ in clusters 2 and 3 (p < .05). Students’ MVPA levels differ by physical self-concept profiles.

Resumen

Los objetivos del estudio fueron identificar grupos de estudiantes en apariencia física, competencia deportiva, autoconcepto físico global y autoestima, y examinar si los diferentes grupos de autoconcepto físico difieren en su actividad física moderada-vigorosa (AFMV) y comportamiento sedentario. Los participantes del estudio fueron 211 varones y 183 mujeres de 13-16 años. La AFMV y el comportamiento sedentario fueron monitorizados por acelerómetros GT3X durante siete días. El autoconcepto físico de los estudiantes fue medido por la versión corta del Physical Self-Description Questionnaire. Los análisis de perfil latente revelaron una solución de cuatro grupos: 1) “baja competencia deportiva, moderado autoconcepto físico global y autoestima, y alta apariencia física”; 2) alta competencia deportiva, moderado autoconcepto físico global y autoestima, y baja apariencia física”; 3) “moderada competencia deportiva, autoconcepto físico global, autoestima, y apariencia física”; y 4) “moderada competencia deportiva y autoconcepto físico global, alta autoestima, y baja apariencia física”. Los análisis multivariados de la varianza mostraron diferencias en la AFMV entre los grupos de chicos 2 y 3 (p < ,05). Los niveles de AFMV de los estudiantes difieren según los perfiles de autoconcepto físico.

https://doi.org/10.5232/ricyde2020.05907

References/referencias

Abós, Á.; Sevil, J.; Julián, J. A.; Abarca-Sos, A., & García-González, L. (2017). Improving students’ predisposition towards physical education by optimizing their motivational processes in an acrosport unit. European Physical Education Review, 23(4), 444–460.
https://doi.org/10.1177/1356336X16654390

Altenburg, T. M.; Kist-van Holthe, J., & Chinapaw, M. J. M. (2016). Effectiveness of intervention strategies exclusively targeting reductions in children’s sedentary time: A systematic review of the literature. International Journal of Behavioral Nutrition and Physical Activity, 13(65), 1–18.
https://doi.org/10.1186/s12966-016-0387-5

Babic, M. J.; Morgan, P. J.; Plotnikoff, R. C.; Lonsdale, C.; White, R. L., & Lubans, D. R. (2014). Physical activity and physical self-concept in youth: Systematic review and meta-analysis. Sports Medicine, 44(11), 1589–1601.
https://doi.org/10.1007/s40279-014-0229-z

Bermúdez, V. J.; Rojas, J. J.; Córdova, E. B.; Añez, R.; Toledo, A.; Aguirre, M. A., … López-Miranda, J. (2013). International physical activity questionnaire overestimation is ameliorated by individual analysis of the scores. American Journal of Therapeutics, 20(4), 448–458.
https://doi.org/10.1097/MJT.0b013e318235f1f2

Biddle, S. J. H.; Ciaccioni, S., Thomas, G., & Vergeer, I. (2018). Physical activity and mental health in children and adolescents: An updated review of reviews and an analysis of causality. Psychology of Sport and Exercise. Advance online publicaton.
https://doi.org/10.1016/j.psychsport.2018.08.011

Biddle, S. J. H. & Wang, C. K. J. (2003). Motivation and self-perception profiles and links with physical activity in adolescent girls. Journal of Adolescence, 26(6), 687–701.
https://doi.org/10.1016/j.adolescence.2003.07.003

Cain, K. L.; Sallis, J. F.; Conway, T. L.; Van Dyck, D., & Calhoon, L. (2013). Using accelerometers in youth physical activity studies: A review of methods. Journal of Physical Activity and Health, 10(3), 437–450.
https://doi.org/10.1123/jpah.10.3.437

Carson, V.; Hunter, S.; Kuzik, N.; Gray, C. E.; Poitras, V. J.; Chaput, J.-P., … Kho, M. (2016). Systematic review of sedentary behaviour and health indicators in school-aged children and youth: An update. Applied Physiology, Nutrition, and Metabolism, 41(6), 240–265.
https://doi.org/10.1139/apnm-2015-0630

Carter, J. S. (2018). Stress and self-esteem in adolescence predict physical activity and sedentary behavior in adulthood. Mental Health and Physical Activity, 14, 90–97.
https://doi.org/10.1016/j.mhpa.2018.02.005

Cheon, S. H.; Reeve, J., & Moon, I. S. (2012). Experimentally based, longitudinally designed, teacher-focused intervention to help physical education teachers be more autonomy supportive toward their students. Journal of Sport and Exercise Psychology, 34(3), 365–396.
https://doi.org/10.1123/jsep.34.3.365

Contreras, O. R.; Fernández, J. G.; García, L. M.; Palou, P., & Ponseti, J. (2010). El autoconcepto físico y su relación con la práctica deportiva en estudiantes adolescentes. Revista de Psicologia Del Deporte, 19(1), 23–39.

Cooper, A. R.; Goodman, A.; Page, A. S.; Sherar, L. B.; Esliger, D. W.; van Sluijs, E. M. F., … Ekelund, U. (2015). Objectively measured physical activity and sedentary time in youth: The International children’s accelerometry database (ICAD). International Journal of Behavioral Nutrition and Physical Activity, 12(1), 1–10.
https://doi.org/10.1186/s12966-015-0274-5

Corder, K.; Winpenny, E.; Love, R.; Brown, H. E.; White, M., & Sluijs, E. van. (2017). Change in physical activity from adolescence to early adulthood: a systematic review and meta-analysis of longitudinal cohort studies. British Journal of Sports Medicine, 1–9.
https://doi.org/10.1136/bjsports-2016-097330

Cortis, C.; Puggina, A.; Pesce, C.; Aleksovska, K.; Buck, C.; Burns, C., … Boccia, S. (2017). Psychological determinants of physical activity across the life course: A DEterminants of DIet and Physical ACtivity (DEDIPAC) umbrella systematic literature review. Plos One, 12(8), e0182709.
https://doi.org/10.1371/journal.pone.0182709

De Meester, A.; Maes, J.; Stodden, D.; Cardon, G.; Goodway, J.; Lenoir, M., & Haerens, L. (2016). Identifying profiles of actual and perceived motor competence among adolescents: associations with motivation, physical activity, and sports participation. Journal of Sports Sciences, 34(21), 2027–2037.
https://doi.org/10.1080/02640414.2016.1149608

Dössegger, A.; Ruch, N.; Jimmy, G.; Braun-Fahrländer, C.; Mäder, U.; Hänggi, J., … Bringolf-Isler, B. (2014). Reactivity to accelerometer measurement of children and adolescents. Medicine and Science in Sports and Exercise, 46(6), 1140–1146.
https://doi.org/10.1249/MSS.0000000000000215

Epstein, J. (1989). Family structures and student motivation: A develop-mental perspective. In C. Ames & R. Ames (Eds), Research on motivation in education (pp. 259–295). New York, NY: Academic Press.

Esnaola, I.; Goñi, A., & Madariaga, J. M. (2008). El auto concepto: Perspectivas de investigación. Revista de Psicodidactica, 13(1), 69–96.

Esteban-Cornejo, I.; Tejero-Gonzalez, C. M.; Sallis, J. F., & Veiga, O. L. (2015). Physical activity and cognition in adolescents: A systematic review. Journal of Science and Medicine in Sport, 18(5), 534–539.
https://doi.org/10.1016/j.jsams.2014.07.007

Evenson, K. R.; Catellier, D. J.; Gill, K.; Ondrak, K. S., & McMurray, R. G. (2008). Calibration of two objective measures of physical activity for children. Journal of Sports Sciences, 26(14), 1557–1565.
https://doi.org/10.1080/02640410802334196

Farias Júnior, J. C.; Lopes, A. S.; Florindo, A. A., & Hallal, P. C. (2010). Validade e reprodutibilidade dos instrumentos de medida da atividade física do tipo self- report em adolescentes : Uma revisão sistemática. Cadernos de Saúde Pública, 26(9), 1669–1691.

Ferreira de Moraes, A. C.; Guerra, P. H., & Rossi-Menezes, P. (2013). The worldwide prevalence of insufficient physical activity in adolescents; a systematic review. Nutrición Hospitalaria, 28(3), 575–584.
https://doi.org/10.3305/nh.2013.28.3.6398

González-Cutre, D.; Sicilia, Á.; Beas-Jiménez, M., & Hagger, M. S. (2014). Broadening the trans-contextual model of motivation: A study with Spanish adolescents. Scandinavian Journal of Medicine and Science in Sports, 24(4), 306–319.
https://doi.org/10.1111/sms.12142

Grao-Cruces, A.; Nuviala, A.; Fernandez-Martinez, A., & Perez-Turpin, J. A. (2014). Association of physical self-concept with physical activity, life satisfaction and Mediterranean diet in adolescents. Kinesiology, 46(1), 3–11.

Harter, S. (1978). Effectance motivation reconsidered. Toward a developmental model. Human Development, 21(1), 34–64.
https://doi.org/10.1159/000271574

International Society for the Advancement of Kinanthropometry. (2001). International standards for anthropometric assessment. Underdale: International Society for the Advancement of Kinanthropometry.

Kerr, C.; Smith, L.; Charman, S.; Harvey, S.; Savory, L.; Fairclough, S., & Govus, A. (2018). Physical education contributes to total physical activity levels and predominantly in higher intensity physical activity categories. European Physical Education Review, 24(2), 152–164.
https://doi.org/10.1177/1356336X16672127

Little, R. & Rubin, D. (2002). Statistical analysis with missing data. New York, NY: Wiley.

Lonsdale, C.; Rosenkranz, R. R.; Peralta, L. R.; Bennie, A.; Fahey, P., & Lubans, D. R. (2013). A systematic review and meta-analysis of interventions designed to increase moderate-to-vigorous physical activity in school physical education lessons. Preventive Medicine, 56(2), 152–161.
https://doi.org/10.1016/j.ypmed.2012.12.004

Marsh, H. W.; Lüdtke, O.; Trautwein, U., & Morin, A. J. S. (2009). Classical latent profile analysis of academic self-concept dimensions: Synergy of person- and variable-centered approaches to theoretical models of self-concept. Structural Equation Modeling, 16, 191–225.
https://doi.org/10.1080/10705510902751010

Marsh, H. W.; Martin, A. J., & Jackson, S. (2010). Introducing a short version of the physical self description questionnaire: new strategies, short-form evaluative criteria, and applications of factor analyses. Journal of Sport & Exercise Psychology, 32(4), 438–482.
https://doi.org/10.1123/jsep.32.4.438

Marsh, H. W.; Richards, G. E.; Johnson, S.; Roche, L., & Tremayne, P. (1994). Physical Self-Description Questionnaire: Psychometric properties and a miiltitrait-meltimethod analysis of relations to existing instruments. Journal of Sport and Exercise Psychology, 16(3), 270–305.
https://doi.org/10.1123/jsep.16.3.270

Martinez-Gomez, D.; Ortega, F. B.; Ruiz, J. R.; Vicente-Rodriguez, G.; Veiga, O. L., Widhalm, K., … Sjöström, M. (2011). Excessive sedentary time and low cardiorespiratory fitness in European adolescents: The HELENA study. Archives of Disease in Childhood, 96(3), 240–246.
https://doi.org/10.1136/adc.2010.187161

Mayorga-Vega, D.; Martínez-Baena, A., & Viciana, J. (2018). Does school physical education really contribute to accelerometer-measured daily physical activity and non sedentary behaviour in high school students? Journal of Sports Sciences, 36(17), 1913–1922. https://doi.org/10.1080/02640414.2018.1425967

Mears, R. & Jago, R. (2016). Effectiveness of after-school interventions at increasing moderate-to-vigorous physical activity levels in 5- to 18-year olds: A systematic review and meta-analysis. British Journal of Sports Medicine, 50(21), 1315–1324.
https://doi.org/10.1136/bjsports-2015-094976

Migueles, J. H.; Cadenas-Sanchez, C.; Ekelund, U.; Delisle Nyström, C.; Mora-Gonzalez, J.; Löf, M., … Ortega, F. B. (2017). Accelerometer data collection and processing criteria to assess physical activity and other outcomes: A systematic review and practical considerations. Sports Medicine, 47(9), 1821–1845.
https://doi.org/10.1007/s40279-017-0716-0

Moreno-Murcia, J. A.; Hellín, P.; González-Cutre, D., & Martínez-Galindo, C. (2011). Influence of perceived sport competence and body attractiveness on physical activity and other healthy lifestyle habits in adolescents. The Spanish Journal of Psychology, 124(1), 282–292.
https://doi.org/10.5209/rev_SJOP.2011.v14.n1.25

Muthén, B. O. & Asparouhov, T. (2003). Modeling interactions between latent and observed continuous variables using maximum-likelihood estimation in Mplus. Mplus Web Notes, 1(6), 1–9. Taking March 12, 2019. from:
http://statmodel2.com/download/webnotes/webnote6.pdf

Muthén, L. & Muthén, B. (2013). Mplus User’s Guide (6th edition). Los Ángeles, CA: Muthén and Muthén.

Nicholls, J. G. (1989). The competitive ethos and democratic education. Cambridge, MA: Harvard University Press.

Oliver, M., Badland, H. M.; Schofield, G. M., & Shepherd, J. (2011). Identification of accelerometer nonwear time and sedentary behavior. Research Quarterly for Exercise and Sport, 82(4), 779–783.
https://doi.org/10.1080/02701367.2011.10599814

Ortega, F. B.; Konstabel, K.; Pasquali, E.; Ruiz, J. R.; Hurtig-Wennlöf, A.; Mäestu, J., … Sjöström, M. (2013). Objectively measured physical activity and sedentary time during childhood, adolescence and young adulthood: A cohort study. PLoS ONE, 8(4), e60871.
https://doi.org/10.1371/journal.pone.0060871

Owen, M. B.; Curry, W. B.; Kerner, C.; Newson, L., & Fairclough, S. J. (2017). The effectiveness of school-based physical activity interventions for adolescent girls: A systematic review and meta-analysis. Preventive Medicine, 105, 237–249.
https://doi.org/10.1016/j.ypmed.2017.09.018

Parrish, A. M.; Okely, A. D.; Stanley, R. M., & Ridgers, N. D. (2013). The effect of school recess interventions on physical activity: A systematic review. Sports Medicine, 43(4), 287–299.
https://doi.org/10.1007/s40279-013-0024-2

Pearson, N.; Haycraft, E.; Johnston, J. P., & Atkin, A. J. (2017). Sedentary behaviour across the primary-secondary school transition: A systematic review. Preventive Medicine, 94, 40–47.
https://doi.org/10.1016/j.ypmed.2016.11.010

Poitras, V.; Gray, C.; Borghese, M.; Carson, V.; Chaput, J.; Janssen, I., … Tremblay, M. (2016). Systematic review of the relationships between objectively measured physical activity and health indicators in school-aged children and youth. Applied Physiology, Nutrition, and Metabolism, 41(6), 197–239.
https://doi.org/10.1139/apnm-2015-0663

Reddon, H.; Meyre, D., & Cairney, J. (2017). Physical activity and global self-worth in a longitudinal study of children. Medicine and Science in Sports and Exercise, 49(8), 1606–1613.
https://doi.org/10.1249/MSS.0000000000001275

Reigal Garrido, R.; Videra García, A.; Parra Flores, J. L., & Ruiz de Mier, R. J. (2012). Actividad físico deportiva, autoconcepto físico y bienestar psicológico en la adolescencia. Retos: Nuevas Perspectivas de Educación Física, Deporte y Recreación, (22), 19–23.

Revuelta, L.; Esnaola, I., & Goñi, A. (2016). Relaciones entre el autoconcepto físico y la actividad físico-deportiva adolescente. Revista Internacional de Medicina y Ciencias de la Actividad Física y del Deporte, 16(63), 561–581.

Rollo, S.; Gaston, A., & Prapavessis, H. (2016). Cognitive and motivational factors associated with sedentary behavior: A systematic review. AIMS Public Health, 3(4), 956–984.
https://doi.org/10.3934/publichealth.2016.4.956

Shavelson, R. J.; Hubner, J. J., & Stanton, G. C. (1976). Self-concept: Validation of construct interpretations. Review of Educational Research, 46(3), 407–441.
https://doi.org/10.3102/00346543046003407

Suchert, V.; Hanewinkel, R., & Isensee, B. (2016). Screen time, weight status and the self-concept of physical attractiveness in adolescents. Journal of Adolescence, 48, 11–17.
https://doi.org/10.1016/j.adolescence.2016.01.005

Tabachnick, B. & Fidell, L. (2007). Using multivariate statistics. Boston, MA: Allyn and Bacon.

Trost, S. G.; Loprinzi, P. D.; Moore, R., & Pfeiffer, K. A. (2011). Comparison of accelerometer cut points for predicting activity intensity in youth. Medicine and Science in Sports and Exercise, 43(7), 1360–1368.
https://doi.org/10.1249/MSS.0b013e318206476e

Utesch, T.; Dreiskämper, D.; Naul, R., & Geukes, K. (2018). Understanding physical (in-)activity, overweight, and obesity in childhood: Effects of congruence between physical self-concept and motor competence. Scientific Reports, 8(1), 5908.
https://doi.org/10.1038/s41598-018-24139-y

Viciana, J.; Mayorga-Vega, D.; Guijarro-Romero, S., & Martínez-Baena, A. (2017a). Effect of two alternated teaching units of invasion team sports on the tactical learning in primary schoolchildren. International Journal of Performance Analysis in Sport, 17(3), 256–270. https://doi.org/10.1080/24748668.2017.1331575

Viciana, J.; Mayorga-Vega, D., & Martínez-Baena, A. (2016). Moderate-to-vigorous physical activity levels in physical education, school recess, and after-school time: Influence of gender, age, and weight status. Journal of Physical Activity and Health, 13(10), 1117–1123.
https://doi.org/10.1123/jpah.2015-0537

Viciana, J.; Mayorga-Vega, D., & Parra-Saldías, M. (2017b). Adolescents’ physical activity levels on physical education and non-physical education days according to gender, age, and weight status. European Physical Education Review, 25(1), 143–155.
https://doi.org/10.1177/1356336X17706683

Viira, R. (2011). Adolescents’ physical self-perception as related to moderate-to-vigorous physical activity: A One-year longitudinal study. Acta Kinesiologiae Universitatis Tartuensis, 17, 199–208.

Wang, C. K. J.; Sun, Y.; Liu, W. C.; Yao, J., & Pyun, D. Y. (2015). Latent profile analysis of the Physical Self-Description among Chinese adolescents. Current Psychology, 34(2), 282–293.
https://doi.org/10.1007/s12144-014-9257-y

Webb, O. J.; Benjamin, C. C.; Gammon, C.; McKee, H. C., & Biddle, S. J. H. (2013). Physical activity, sedentary behaviour and physical self-perceptions in adolescent girls: A mediation analysis. Mental Health and Physical Activity, 6(1), 24–29.
https://doi.org/10.1016/j.mhpa.2012.08.005

World Health Organization. (2010). Global recommendation on physical activity for health. Geneva: World Health Organization.

World Health Organization, W. (2018). Physical activity. Retrieved March 11, 2019, from:
http://www.who.int/news-room/fact-sheets/detail/physical-activity

 


Palabras clave/key words


physical self-perceptions; physical activity; sedentary behaviour; clusters; accelerometry; autopercepciones físicas; actividad física; comportamiento sedentario; grupos; acelerometría.

Texto completo/Full Text:

PDF (English) PDF




------------------------ 0 -------------------------

RICYDE. Revista Internacional de Ciencias del Deporte
logopublisher_168


Publisher: Ramón Cantó Alcaraz
ISSN:1885-3137 - Periodicidad Trimestral / Quarterly
Creative Commons License