Predicting accelerometer-based physical activity in physical education and total physical activity: The Self-determination Theory approach
The present study tested the motivational model of physical education (PE) including needs for competence, autonomy, social relatedness, intrinsic and extrinsic motivation, in-class moderate to vigorous physical activity (MVPA), and total MVPA. Participants were 490 (264 girls, 226 boys) Finnish elementary school students. The data were collected using accelerometers and questionnaires for a seven-day period during the fall semester 2017. The key findings were that 1) social relatedness associated with total MVPA via in-class MVPA in girls, whereas competence was linked to in-class MVPA through extrinsic motivation in boys, 2) competence was positively linked to extrinsic motivation in a similar way in both girls and boys, 3) social relatedness and in-class MVPA were positively associated with total MVPA in both girls and boys, 4) competence, autonomy, and relatedness were positively linked to intrinsic motivation in girls when only competence and autonomy were related to intrinsic motivation in boys, and 5) in-class MVPA contributed 36% of total weekly MVPA minutes in the present sample. Although the indirect relationships between study variables did not fully support the existing PE motivational model, the direct associations showed that needs of competence, autonomy, relatedness could be promoted in PE classes to support intrinsic motivation, and total MVPA.
Bailey, R., Armour, K., Kirk, D., Jess, M., Pickup, I., & Sandford, R. (2009). The educational benefits claimed for physical education and school sport: an academic review. Research Papers in Education 24(1), 1–27. https://doi.org/10.1080/02671520701809817
Bassett, D., Fitzhugh, E., Heath, G., Erwin, P., Frederick, G. , Wolff, D. et al. (2013). Estimated energy expenditures for school-based policies and active living. American Journal of Preventive Medicine 44(2), 108–113. https://doi.org/10.1016/j.amepre.2012.10.017
Bergh H, Grydeland M, Bjelland M, Lien N, Andersen L, Klepp K, et al. (2011). Personal and social environmental correlates of objectively measured physical activity in Norwegian pre-adolescent children. Scandinavian Journal of Medicine and Science in Sports 21(6), 315–324. https://doi.org/10.1111/j.1600-0838.2011.01295.x
Chatzisarantis, N. & Hagger, M. (2009). Effects of an intervention based on self-determination theory on self-reported leisure-time physical activity participation. Psychology and Health 24(1), 29–48. https://doi.org/10.1080/08870440701809533
Cox, A., Smith, A., & Williams, L. (2008). Change in physical education motivation and physical activity behavior during middle school. The Journal of Adolescent Health 43(5), 506–513. https://doi.org/10.1016/j.jadohealth.2008.04.020
Cox, A., Williams, L., & Smith, A. (2007). Motivation in physical education and physical activity behavior outside of school. Journal of Sport and Exercise Psychology 29, 154–155.
Dale, D., Corbin, C., & Dale, K. (2000). Restricting opportunities to be active during school time: do children compensate by increasing physical activity levels after school? Research Quarterly for Exercise and Sport 71(3), 240–248. https://doi.org/10.1080/02701367.2000.10608904
Deci, E. & Ryan, R. (2000). The "what" and "why" of goal pursuits: Human needs and the self-determination of behavior. Psychological Inquiry 11(4), 227–268. https://doi.org/10.1207/S15327965PLI1104_01
Deci, E. & Ryan, R. (2008). Facilitating optimal motivation and psychological well-being across life's domains. Canadian Psychology 49(1), 14–23. https://doi.org/10.1037/0708-5522.214.171.124
Evenson, K., Catellier, D., Gill, K., et al. (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
Fairclough, S. (2003). Physical activity, perceived competence and enjoyment during secondary school physical education. The European Journal of Physical Education 8(1), 5–18.
Fairclough, S., Hilland, T., Stratton, G., & Ridgers, N. (2012). Am I able? Is it worth it? Adolescent girls'motivational predispositions to school physical education: Associations with health-enhancing physical activity. European Physical Education Review 18(2), 147–158. https://doi.org/10.1177/1356336X12440025
Fairclough, S., & Stratton, G. (2006). A Review of physical activity levels during elementary school physical education. Journal of Teaching in Physical Education, 25, 239−257. https://doi.org/10.1123/jtpe.25.2.240
Finnish National Agency for Education (2014). National core curriculum for basic education. Helsinki: Finnish National Agency for Education.
Finnish Schools on the Move (2016). Increasing physical activity and decreasing sedentary time among school-aged children. Available at: https://liikkuvakoulu.fi/english
Gao, Z. (2012). Motivated but not active: the dilemmas of incorporating interactive dance into gym class. Journal of Physical Activity and Health 9(6), 794–800. https://doi.org/10.1123/jpah.9.6.794
Gao, Z. Podlog, L., & Huang, C (2013). Associations among children's situational motivation, physical activity participation, and enjoyment in an active dance video game. Journal of Sport and Health Science 2(2), 122–128. https://doi.org/10.1016/j.jshs.2012.07.001
Gråstén, A. (2017). School-based physical activity interventions for children and youth: Keys for success. Journal of Sport and Health Science 6(3), 290–291. https://doi.org/10.1016/j.jshs.2017.03.001
Gråstén, A., & Watt, A. (2016). A comparison of self-report scales and accelerometer-determined moderate to vigorous physical activity scores of Finnish school students. Measurement in Physical Education and Exercise Science, 20, 220−229. https://doi.org/10.1080/1091367X.2016.1217412
Gråstén, A. & Watt, A. (2017). A motivational model of physical education and links to enjoyment, knowledge, performance, total physical activity and body mass index. Journal of Sports Science and Medicine 16(3), 318–327.
Gråstén, A., Watt, A., Hagger, M., Jaakkola, T. & Liukkonen, J. (2015). Secondary school students' physical activity participation in physical education classes – The expectancy-value theory approach. The Physical Educator 72(2), 340−358.
Gråstén, A., Watt, A., Liukkonen, J. & Jaakkola, T. (2017). Effects of school-based physical activity program on students' moderate to vigorous physical activity and perceptions of physical competence. Journal of Physical Activity and Health 14(6), 455–464. https://doi.org/10.1123/jpah.2016-0244
Haerens, L., Kirk, D., Cardon, G., De Bourdeaudhuij, I., & Vansteenkiste, M. (2010). Motivational profiles for secondary school physical education and its relationship to the adoption of a physically active lifestyle among university students. European Physical Education Review 16(2), 117–139. https://doi.org/10.1177/1356336X10381304
Harris, J. (2015). Association for Physical Education Health Position Paper. Loughborough University: Association for Physical Education.
Heil, D., Brage, S., & Rothney, M. (2012). Modeling physical activity outcomes from wearable monitors. Medicine and Science in Sports and Exercise 44(1), 50–60. https://doi.org/10.1249/MSS.0b013e3182399dcc
Hu, L. & Bentler, P. (1999). Cutoff criteria for fit indexes in covariance structure analysis: Conventional criteria versus new alternatives. Structural Equation Modeling: A Multidisciplinary Journal 6(1), 1−55. https://doi.org/10.1080/10705519909540118
Institute of Medicine (2013). Physical Activity and Physical Education: Relationship to Growth, Development, and Health. Washington: National Academies Press.
Kalaja, S. (2012). Fundamental movement skills, physical activity, and motivation toward Finnish school physical education – A fundamental movement skills intervention. Doctoral thesis, The University of Jyväskylä.
Lauriola, M., Zelli, A., Calcaterra, C., Cherubine, D. & Spinelli, D. (2004). Sport gender stereotypes in Italy. International Journal of Sport Psychology 35(3), 189−206.
Layne, T. (2014). Competition within physical education: Using sport education and other recommendations to create a productive, competitive environment. Journal for Sport and Physical Educators 27(6), 3−7. https://doi.org/10.1080/08924562.2014.960124
Levin, S., McKenzie, T., Hussey, J., Kelder, S. & Lytle, L. (2001). Variability of physical activity during physical education lessons across elementary school grades. Measurement in Physical Education and Exercise Science 5(4), 207−218. https://doi.org/10.1207/S15327841MPEE0504_02
Little, R., & Rubin, D. (2002). Statistical analysis with missing data. New York, NY: Wiley. https://doi.org/10.1002/9781119013563
Lonsdale, C., Sabiston, C., Raedeke, T., Ha, A., & Sum, R. (2009). Self-determined motivation and students' physical activity during structured physical education classes and free choice periods. Preventive Medicine 48(1), 69−73. https://doi.org/10.1016/j.ypmed.2008.09.013
Martinez-Gomez, D., Gomez-Martinez, S., Ruiz, J., Diaz, L., Ortega, F., Widhalm, K., Cuenca-Garcia, M., et al. (2012). Objectively-measured and self-reported physical activity and fitness in relation to inflammatory markers in European adolescents: The HELENA Study. Atherosclerosis 221(1), 260−267. https://doi.org/10.1016/j.atherosclerosis.2011.12.032
McKenzie, T., & Lounsbery, M. (2009). School physical education: The pill not taken. American Journal of Lifestyle Medicine 3(3), 219–225. https://doi.org/10.1177/1559827609331562
McKenzie, T., & Marshall, S. (2000). Student activity levels, lesson context, and teacher behavior during middle school physical education. Research Quarterly for Exercise and Sport 71(3), 249–259. https://doi.org/10.1080/02701367.2000.10608905
Mersh, R. & Fairclough, S. (2010). Physical activity, lesson context and teacher behaviours within the revised English National Curriculum for Physical Education: A case study of one school. European Physical Education Review 16(1), 29–45. https://doi.org/10.1177/1356336X10369199
Metcalf, B., Henley, W., & Wilkin, T. (2012). Effectiveness of intervention on physical activity of children: systematic review and meta-analysis of controlled trials with objectively measured outcomes. British Medical Journal 345, 1−11. https://doi.org/10.1136/bmj.e5888
Ministry of Education and Culture (2012). Finnish education in a nutshell − Education in Finland. Espoo: Kopijyvä.
Ntoumanis, N., & Standage, M. (2009). Motivation in physical education classes: A self-determination theory perspective. Theory and Research in Education 7(2), 194–202.
Nupponen, H., Penttinen, S., Pehkonen, M., Kalari, J., & Palosaari, A-M. (2010). The impact of school physical education study: starting points for the study, methods and description of data. (in Finnish). Turku: University of Turku.
Ryan, R. & Deci, E. (2017). Sport, physical activity, and physical education. In R. Ryan & E. Deci (Eds.) Self-determination Theory: Basic Psychological Needs in Motivation, Development, and Wellness (pp. 481–507). New York, NY: The Guildford Press.
Sallis, McKenzie, T., Alcaraz, J., Kolody, B., Faucette, N., & Hovell, M. (1997). The effects of a 2-year physical education program (SPARK) on physical activity and fitness in elementary school students. American Journal of Public Health 87(8), 1328–1334. https://doi.org/10.2105/AJPH.87.8.1328
Siedentop, D. & Tannehill, D. (2000). Developing teaching skills in physical education. Mountainview, CA: Mayfield.
Slingerland, M. (2014). Physical Education's Contribution to Levels of Physical Activity in Children and Adolescents. Dissertation. Maastricht: Maastricht University.
Soini, M., Liukkonen, J., Jaakkola, T., Leskinen, E., & Rantanen, P. (2007). Motivaatioilmasto ja viihtyminen koululiikunnassa [Motivational climate and enjoyment of physical education in school]. Liikunta & Tiede 44(1), 45−51.
Standage, M., Duda, J., & Ntoumanis, N. (2005). A test of self-determination theory in school physical education. British Journal of Educational Psychology 75(3), 411–433. https://doi.org/10.1348/000709904X22359
Tabachnick, B. & Fidell, L. (2007). Using Multivariate Statistics. Boston: Allyn and Bacon.
Tammelin, T., Laine, K., & Turpeinen, S. (2013). Physical activity of school-aged children. Research Reports on Sport and Health 272. Jyväskylä: LIKES.
Taylor, I., Ntoumanis, N., Standage, M., & Spray, C. (2010). Motivational predictors of physical education students' effort, exercise intentions, and leisure-time physical activity: A multilevel linear growth analysis. Journal of Sport and Exercise Psychology 32(1), 99−120. https://doi.org/10.1123/jsep.32.1.99
Tremblay M, Barnes J, González S, Katzmarzyk P, Onywera V, Reilly J, Tomkinson G, and the Global Matrix 2.0 Research Team. (2016). Global Matrix 2.0: Report card grades on the physical activity of children and youth comparing 38 countries. Journal of Physical Activity and Health 13(2), 343−366. https://doi.org/10.1123/jpah.2016-0594
Vallerand, R. & Lalande, D. (2011). The MPIC Model: The perspective of the hierarchical model of intrinsic and extrinsic motivation. Psychological Inquiry 22(1), 45−51. https://doi.org/10.1080/1047840X.2011.545366
Vanttaja, M., Tähtinen, J., Zacheus, T., & Koski, P. (2017). Tracking of inactivity: Longitudinal study on the changes of physical activity relationship (PAR) among young people who are not very active (in Finnish). Nuorisotutkimusverkosto: Nuorisotutkimusseuta verkkojulkaisuja 115.
Vlachopoulos, S., Katartzi, E., & Kontou, M. et al. (2011a). The basic psychological needs in physical education scale. Journal of Teaching in Physical Education 30(3), 263−280. https://doi.org/10.1123/jtpe.30.3.263
Vlachopoulos, S., Katartzi, E., Kontou, M., Moustaka, F., & Goudas, M. (2011b). The revised perceived locus of causality in physical education scale: Psychometric evaluation among youth. Psychology of Sport and Exercise 12(6), 583−592. https://doi.org/10.1016/j.psychsport.2011.07.003
Wallhead, T., Garn, A., & Vidoni, C. (2013). Sport education and social goals in physical education: relationships with enjoyment, relatedness, and leisure-time physical activity. Physical Education and Sport Pedagogy 18(4), 427−441. https://doi.org/10.1080/17408989.2012.690377
Wallhead, T. & Ntoumanis, N. (2004). Effects of a sport education intervention on students' motivational responses in physical education. Journal of Teaching in Physical Education 23(1), 4−18. https://doi.org/10.1123/jtpe.23.1.4
Weiss, M., Corbin, C., & Pangrazi, B. (2000). Motivating kids in physical activity. Research Digest President's Council on Physical Fitness and Sports 3(11).
Williams, R. (2015). Imposing and testing equality constraints in models. Available at: https://www3.nd.edu/~rwilliam/stats2/l42.pdf
Yli-Piipari, S. (2011). The development of students' physical education motivation and physical activity: A 3.5-year longitudinal study across Grades 6 to 9. Doctoral thesis, University of Jyväskylä.
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