Identifying actual and perceived motor competence based profiles among children

References

• 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/https://doi.org/10.1007/s40279-014-0229-z
   PubMed Web of Science ®Google Scholar
• Bardid, F., De Meester, A., Tallir, I., Cardon, G., Lenoir, M., & Haerens, L. (2016). Configurations of actual and perceived motor competence among children: Associations with motivation for sports and global self-worth. Human Movement Science, 50, 1–9. https://doi.org/https://doi.org/10.1016/j.humov.2016.09.001
   PubMed Web of Science ®Google Scholar
• Barnett, L. M., Ridgers, N. D., Zask, A., & Salmon, J. (2015). Face validity and reliability of a pictorial instrument for assessing fundamental movement skill perceived competence in young children. Journal of Science and Medicine in Sport, 18(1), 98–102. https://doi.org/https://doi.org/10.1016/j.jsams.2013.12.004
   PubMed Web of Science ®Google Scholar
• Barnett, L., Minto, C., Lander, N., & Hardy, L. (2013). Interrater reliability assessment using the test of gross motor development-2. Journal of Science and Medicine in Sports, 17(6), 667–670. https://doi.org/https://doi.org/10.1016/j.jinf.2020.04.010
   Web of Science ®Google Scholar
• Bauman, A. E., Sallis, J. F., Dzewaltowski, D. A., & Owen, N. (2002). Toward a better understanding of the influences on physical activity: The role of determinants, correlates, causal variables, mediators, moderators, and confounders. American Journal of Preventive Medicine, 23(2), 5–14. https://doi.org/https://doi.org/10.1016/S0749-37970200469-5
   PubMed Web of Science ®Google Scholar
• Breckenridge, J. N. (2000). Validating cluster analysis: Consistent replication and symmetry. Multivariate Behavioral Research, 35(2), 261–285. https://doi.org/https://doi.org/10.1207/S15327906MBR3502_5
   PubMed Web of Science ®Google Scholar
• Cain, K. L., Sallis, J. F., Conway, T. L., Dyck, D., & Van Calhoon, L. (2013). Using accelerometers in youth physical activity studies: A review of methods. Journal of Physical Activity & Health, 10(3), 437–450. https://doi.org/https://doi.org/10.1123/jpah.10.3.437
   PubMed Web of Science ®Google Scholar
• Chinapaw, J. M., Mokkink, L. B., Van Poppel, M. N. M., Van Mechelen, W., & Terwee, C. B. (2010). Physical activity questionnaires for youth: A systematic review of measurement properties. Sports Medicine, 40(7), 539–563. https://doi.org/https://doi.org/10.2165/11530770-000000000-00000
   PubMed Web of Science ®Google Scholar
• Clark, J., & Metcalfe, J. (2002). The mountain of motor development. In J. E. Clark & J. H. Humprehy (Eds.), Motor development research and reviews (Vol. 2, pp. 163–190). National Association of Sport and Physical Education.
   Google Scholar
• Cohen, J. (1988). Statistical power analysis for the behavioural sciences (3rd ed.). Lawrence Erlbaum Associates.
   Google Scholar
• Craggs, C., Corder, K., Van Sluijs, E. M. F., & Griffin, S. J. (2011). Determinants of change in physical activity in children and adolescents: A systematic review. American Journal of Preventive Medicine, 40(6), 645–658. https://doi.org/https://doi.org/10.1016/j.amepre.2011.02.025
   PubMed Web of Science ®Google Scholar
• Crouter, S., Horton, M., & Basset, R. J. (2012). Use of a 2-regression model for estimating energy expenditure in children. Medicine and Science in Sports and Exercise, 44(6), 1177–1185. https://doi.org/https://doi.org/10.1249/MSS.0b013e3182447825
   PubMed Web of Science ®Google Scholar
• Davis, K., Kang, M., Boswell, B., DuBose, K., Altman, S., & Binkley, H. (2008). Validity and reliability of the medicine ball throw for kindergarten children. Journal of Strength and Conditioning Research, 22(6), 1958–1963. https://doi.org/https://doi.org/10.1519/JSC.0b013e3181821b20
   PubMed Web of Science ®Google Scholar
• De Meester, A., Barnett, L. M., Brian, A., Bowe, S. J., Jiménez-Díaz, J., Van Duyse, F., Irwin, J. M., Stodden, D. F., D’Hondt, E., Lenoir, M., & Haerens, L. (2020). The relationship between actual and perceived motor competence in children, adolescents and young adults: A systematic review and meta-analysis. Sports Medicine, 50(11), 2001–2049. https://doi.org/https://doi.org/10.1007/s40279-020-01336-2
   PubMed Web of Science ®Google Scholar
• 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/https://doi.org/10.1080/02640414.2016.1149608
   PubMed Web of Science ®Google Scholar
• Deci, E. L., & Ryan, R. M. (2000). The “what” and “why” of goal pursuits: Human needs and self-determination of behavior. Psychological Inquiry, 11(4), 227–268. https://doi.org/https://doi.org/10.1207/S15327965PLI1104_01
   Web of Science ®Google Scholar
• Department of Education. (2013). Physical education programmes of study: Key stages 1 and 2. The National Curriculum.
   Google Scholar
• Duncan, M. J., Jones, V., O’Brien, W., Barnett, L. M., & Eyre, E. L. J. (2018). Self-perceived and actual motor competence in young British children. Perceptual and Motor Skills, 125(2), 251–264. https://doi.org/https://doi.org/10.1177/0031512517752833
   PubMed Web of Science ®Google Scholar
• Estevan, I., García-Massó, X., Molina García, J., & Barnett, L. M. (2019). Identifying profiles of children at risk of being less physically active: An exploratory study using a self-organised map approach for motor competence. Journal of Sports Sciences, 37(12), 1356–1364. https://doi.org/https://doi.org/10.1080/02640414.2018.1559491
   PubMed Web of Science ®Google Scholar
• Eyre, E. L. J., Clark, C. C. T., Tallis, J., Hodson, D., Lowton-Smith, S., Nelson, C., Noon, M., & Duncan, M. J. (2020). The effects of combined movement and storytelling intervention on motor skills in South Asian and white children aged 5–6 years living in the United Kingdom. International Journal of Environmental Research and Public Health, 17(10), 3391. https://doi.org/https://doi.org/10.3390/ijerph17103391
   PubMed Web of Science ®Google Scholar
• Fairclough, S., Noonan, R., Rowlands, A., VanHees, V., Knowles, Z., & Boddy, L. (2016). Wear compliance and activity in children wearing wrist and hip-mounted accelerometers. Medicine and Science in Sports and Exercise, 48(2), 245–253. https://doi.org/https://doi.org/10.1249/mss.0000000000000771
   PubMed Web of Science ®Google Scholar
• Fernandez-Santos, J., Ruiz, J., Cohen, D., Gonzalez-Montesinos, J., & Castro-Pinero, J. (2015). Reliability and validity of tests to assess lower-body muscular power in children. Journal of Strength and Conditioning Reserach, 29(8), 2277–2285. https://doi.org/https://doi.org/10.1519/jsc.0000000000000864
   PubMed Web of Science ®Google Scholar
• Harter, S. (1999). The construction of the self: A developmental perspective. Guilford Press.
   Google Scholar
• Hartigan, J., & Wong, M. (1979). A K-means clustering algorithm. Journal of the Royal Statistical Society, 28(1), 100–108. https://doi.org/https://doi.org/10.9756/bijdm.1106
   Google Scholar
• Howard, M. C., & Hoffman, M. E. (2018). Variable-centered, person-centered, and person-specific approaches: Where theory meets the method. Organizational Research Methods, 21(4), 846–876. https://doi.org/https://doi.org/10.1177/1094428117744021
   Web of Science ®Google Scholar
• Hulteen, R. M., Morgan, P. J., Barnett, L. M., Stodden, D. F., & Lubans, D. R. (2018). Development of foundational movement skills: A conceptual model for physical activity across the lifespan. Sports Medicine, 48(7), 1533–1540. https://doi.org/https://doi.org/10.1007/s40279-018-0892-6
   PubMed Web of Science ®Google Scholar
• Hulteen, R. M., True, L., & Pfeiffer, K. A. (2020). Differences in associations of product- and process-oriented motor competence assessments with physical activity in children. Journal of Sports Sciences, 38(4), 375–382. https://doi.org/https://doi.org/10.1080/02640414.2019.1702279
   PubMed Web of Science ®Google Scholar
• Jones, R. A., Okely, A. D., Caputi, P., & Cliff, D. P. (2010). Perceived and actual competence among overweight and non-overweight children. Journal of Science and Medicine in Sport, 13(6), 589–596. https://doi.org/https://doi.org/10.1016/j.jsams.2010.04.002
   PubMed Web of Science ®Google Scholar
• Kaushik, M., & Mathur, M. (2014). Comparative study of K-means and hierarchical clustering techniques. International Journal of Software & Hardware Research in Engineering, 2(6), 93–98. https://doi.org/https://doi.org/10.30534/ijeter/2020/20852020
   Google Scholar
• Koo, T. K., & Li, M. Y. (2016). A guideline of selecting and reporting intraclass correlation coefficients for reliability research. Journal of Chiropractic Medicine, 15(2), 155–163. https://doi.org/https://doi.org/10.1016/j.jcm.2016.02.012
   PubMed Web of Science ®Google Scholar
• Liong, G. H. E., Ridgers, N. D., & Barnett, L. M. (2015). Associations between skill perceptions and young children’s actual fundamental movement skills. Perceptual and Motor Skills, 120(2), 591–603. https://doi.org/https://doi.org/10.2466/10.25.PMS.120v18x2
   PubMed Web of Science ®Google Scholar
• Logan, S. W., Barnett, L. M., Goodway, J. D., & Stodden, D. F. (2017). Comparison of performance on process- and product-oriented assessments of fundamental motor skills across childhood. Journal of Sports Sciences, 35(7), 634–641. https://doi.org/https://doi.org/10.1080/02640414.2016.1183803
   PubMed Web of Science ®Google Scholar
• Logan, S. W., Ross, S. M., Chee, K., Stodden, D. F., & Robinson, L. E. (2018). Fundamental motor skills: A systematic review of terminology. Journal of Sports Sciences, 36(7), 781–796. https://doi.org/https://doi.org/10.1080/02640414.2017.1340660
   PubMed Web of Science ®Google Scholar
• Logan, S., Robinson, L. E., Wilson, A. E., & Lucas, W. A. (2012). Getting the fundamentals of movement: A meta-analysis of the effectiveness of motor skill interventions in children. Child: Care, Health and Development, 38(3), 305–315. https://doi.org/https://doi.org/10.1111/j.1365-2214.2011.01307.x
   PubMed Web of Science ®Google Scholar
• Lopes, V. P., Barnett, L. M., Saraiva, L., Gonçalves, C., Bowe, S. J., Abbott, G., & Rodrigues, L. P. (2016). Validity and reliability of a pictorial instrument for assessing perceived motor competence in Portuguese children. Child: Care, Health and Development, 42(5), 666–674. https://doi.org/https://doi.org/10.1111/cch.12359
   PubMed Web of Science ®Google Scholar
• Lopes, V. P., Rodrigues, L. P., Maia, J. A. R., & Malina, R. M. (2011). Motor coordination as predictor of physical activity in childhood. Scandinavian Journal of Medicine & Science in Sports, 21(5), 663–669. https://doi.org/https://doi.org/10.1111/j.1600-0838.2009.01027.x
   PubMed Web of Science ®Google Scholar
• Loprinzi, P. D., & Cardinal, B. J. (2011). Measuring children’s physical activity and sedentary behaviors. Journal of Exercise Science and Fitness, 9(1), 15–23. https://doi.org/https://doi.org/10.1016/S1728-869X1160002-6
   Web of Science ®Google Scholar
• Lubans, D. R., Morgan, P. J., Cliff, D. P., Barnett, L. M., & Okely, A. D. (2010). Fundamental movement skills in children and adolescents: Review of associated health benefits. Sports Medicine, 40(12), 1019–1035. https://doi.org/https://doi.org/10.2165/11536850-000000000-00000
   PubMed Web of Science ®Google Scholar
• Migueles, J. H., Cadenas-Sanchez, C., Ekelund, U., Nyström, C. D., Mora-Gonzalez, J., Löf, M., Labayen, I., Ruiz, J. R., & 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/https://doi.org/10.1007/s40279-017-0716-0
   PubMed Web of Science ®Google Scholar
• Morgan, P. J., Barnett, L. M., Cliff, D. P., Okely, A. D., Scott, H. A., Cohen, K. E., & Lubans, D. R. (2013). Fundamental movement skill interventions in youth: A systematic review and meta-analysis. Pediatrics, 132(5), 1361–1383. https://doi.org/https://doi.org/10.1542/peds.2013-1167
   PubMed Web of Science ®Google Scholar
• Pannekoek, L., Piek, J., and Hagger, M. . (2013). Motivation for physical activity in children: A moving matter in need for study. Human Movement Science, 32(5), 1097–1115. https://doi.org/https://doi.org/10.1016/j.humov.2013.08.004
   PubMed Web of Science ®Google Scholar
• Petersen, D. (2015). Power. In T. Miller (Ed.), NSCA’s guide to tests and assessments (pp. 217–252). Human.
   Google Scholar
• Pham, D. T., Dimov, S. S., & Nguyen, C. D. (2005). Selection of K in K-means clustering. proceedings of the institution of mechanical engineers. Part C: Journal of Mechanical Engineering Science, 219(1), 103–119. https://doi.org/https://doi.org/10.1243/095440605X8298
   Web of Science ®Google Scholar
• Richardson, J. T. E. (2011). Eta squared and partial eta squared as measures of effect size in educational research. Educational Research Review, 6(2), 135–147. https://doi.org/https://doi.org/10.1016/j.edurev.2010.12.001
   Web of Science ®Google Scholar
• Robinson, L. E., Stodden, D. F., Barnett, L. M., Lopes, V. P., Logan, S. W., Rodrigues, L. P., & D’Hondt, E. (2015). Motor competence and its effect on positive developmental trajectories of health. Sports Medicine, 45(9), 1273–1284. https://doi.org/https://doi.org/10.1007/s40279-015-0351-6
   PubMed Web of Science ®Google Scholar
• Robinson, L. E. (2011). The relationship between perceived physical competence and fundamental motor skills in preschool children. Child: Care, Health and Development, 37(4), 589–596. https://doi.org/https://doi.org/10.1111/j.1365-2214.2010.01187
   PubMed Web of Science ®Google Scholar
• Rumpf, M., Cronin, J., Oliver, J., & Hughes, M. (2011). Assessing youth sprint ability methodological issues, reliability and performance data. Pediatric Exercise Science, 23(4), 442–467. https://doi.org/https://doi.org/10.1123/pes.23.4.442
   PubMed Web of Science ®Google Scholar
• Sebire, S. J., Jago, R., Fox, K. R., Edwards, M. J., & Thompson, J. L. (2013). Testing a self-determination theory model of children’s physical activity motivation: A cross-sectional study. International Journal of Behavioral Nutrition and Physical Activity, 10(1), 1–9. https://doi.org/https://doi.org/10.1186/1479-5868-10-111
   PubMed Web of Science ®Google Scholar
• Sebire, S. J., Standage, M., & Vansteenkiste, M. (2008). Development and validation of the goal content for exercise questionnaire. Journal of Sport & Exercise Psychology, 30(4), 353–377. https://doi.org/https://doi.org/10.1123/jsep.30.4.353
   PubMed Web of Science ®Google Scholar
• Sebire, S. J., Standage, M., & Vansteenkiste, M. (2009). Examining intrinsic versus extrinsic exercise goals: Cognitive, affective, and behavioral outcomes. Journal of Sport & Exercise Psychology, 31(2), 189–210. https://doi.org/https://doi.org/10.1123/jsep.31.2.189
   PubMed Web of Science ®Google Scholar
• Staffordshire County Council. (2016). Staffordshire: Locality profile insight, planning & performance team commissioning. p. 4–8.
   Google Scholar
• Staffordshire County Council. (2018). Locality Profile. p. 29.
   Google Scholar
• Stodden, D. F., Langendorfer, S. J., Goodway, J. D., Roberton, M. A., Rudisill, M. E., Garcia, C., & Garcia, L. E. (2008). A developmental perspective on the role of motor skill competence in physical activity: An emergent relationship. Quest, 60(2), 290–306. https://doi.org/https://doi.org/10.1080/00336297.2008.10483582
   Web of Science ®Google Scholar
• Teixeira, P. J., Carraça, E. V., Markland, D., Silva, M. N., & Ryan, R. M. (2012). Exercise, physical activity, and self-determination theory: A systematic review. The International Journal of Behavioral Nutrition and Physical Activity, 9(1), 78. https://doi.org/https://doi.org/10.1186/1479-5868-9-78
   PubMed Web of Science ®Google Scholar
• Ulrich, D. A. (2017). Introduction to the special section: Evaluation of the psychometric properties of the TGMD-3. Journal of Motor Learning and Development, 5(1), 1–4. https://doi.org/https://doi.org/10.1123/jmld.2017-0020
   Google Scholar
• Ulrich, D. (2000). Test of gross motor development. 2nd ed Prod Ed Publishers p. 1 - 60.
   Google Scholar
• Vandorpe, B., Vandendriessche, J., Vaeyens, R., Pion, J., Matthys, S., Lefevre, J., Philippaerts, R., & Lenoir, M. (2012). Relationship between sports participation and the level of motor coordination in childhood: A longitudinal approach. Journal of Science and Medicine in Sport, 15(3), 220–225. https://doi.org/https://doi.org/10.1016/j.jsams.2011.09.006
   PubMed Web of Science ®Google Scholar
• WHO (2020). Guidelines on physical activity and sedentary behavior. Geneva, WHO.
   Google Scholar
• Wickham, H. (2009). Ggplot2: Elegant graphics for data anaylsis. Springer.
   Google Scholar