More than just physical activity: Time use clusters and profiles of Australian youth

Journal of Science and Medicine in Sport

Volumn 16, Issue 5, 2013, Pages 427-432

  Ferrar, Katia ^a   Olds, Tim ^a   Maher, Carol ^a  

^a UNIVERSITY OF SOUTH AUSTRALIA   (Australia)

Author keywords

Adolescent; Body weight; Cluster analysis; Health; Socioeconomic factors; Time use

Indexed keywords

ADOLESCENT; ADOLESCENT HEALTH; ANTHROPOMETRIC PARAMETERS; ARTICLE; AUSTRALIA; CHILD; CHILD PARENT RELATION; CLUSTER ANALYSIS; DEMOGRAPHY; DIETARY INTAKE; EDUCATION; FAT INTAKE; FEMALE; FRUIT; HEALTH STATUS; HUMAN; MALE; NORMAL HUMAN; PEDOMETER; PHYSICAL ACTIVITY; RECREATION; SCHOOL CHILD; SOCIAL INTERACTION; TEAM SPORT; TELEVISION VIEWING; TIME; WELLBEING; WORK;

ADOLESCENT; BODY WEIGHT; CLUSTER ANALYSIS; HEALTH; SOCIOECONOMIC FACTORS; TIME USE;

ADOLESCENT; ADOLESCENT BEHAVIOR; AUSTRALIA; CHILD; CHILD BEHAVIOR; CLUSTER ANALYSIS; CROSS-SECTIONAL STUDIES; EXERCISE; FEMALE; HUMANS; MALE; SOCIOECONOMIC FACTORS; TIME FACTORS;

EID: 84881616219     PISSN: 14402440     EISSN: 18781861     Source Type: Journal    
DOI: 10.1016/j.jsams.2012.11.885     Document Type: Article

References (32)

1. Olds T., Ferrar K., Schranz N., Maher C. Obese adolescents are less active than their normal-weight peers, but wherein lies the difference?. J Adolesc Health 2011, 48(2):189-195.
2. Pahkala K., Heinonen O.J., Simell O., et al. Association of physical activity with vascular endothelial function and intima-media thickness: a longitudinal study in adolescents. Circulation 2011, 124(18):1956.
3. Donaldson S.J., Ronan K.R. The effects of sports participation on young adolescents' emotional well-being. Adolescence (San Diego) 2006, 41(162):369-389.
4. Biddle S., Gorley T., Stensel D.J. Health-enhancing physical activity and sedentary behaviour in children and adolescents. J Sports Sci 2004, 22:679-701.
5. Newby P., Tucker K.L. Empirically derived eating patterns using factor or cluster analysis: a review. Nutr Rev 2004, 62(5):177-203.
6. Panagiotakos D.B., Pitsavos C., Polychronopoulos E., et al. Can a Mediterranean diet moderate the development and clinical progression of coronary heart disease? A systematic review. Med Sci Monit 2004, 10(8):RA193-RA198.
7. Ferrar K, Chang C, Li M, et al. Adolescent time use clusters: a systematic review. J Adolesc Health, 2012, , in press. doi:10.1016/j.jadohealth.2012.06.015.
8. Department of Health and Ageing 2007 Australian National Children's Nutrition and Physical Activity Survey 2008.
9. Marfell-Jones M., Olds T., Stewart A., et al. International Standards for Anthropometric Assessment 2006, ISAK, Potchefstroom.
10. Ridley K., Olds T., Hill A. The Multimedia Activity Recall for Children and Adolescents (MARCA): development and evaluation. Int J Behav Nutr Phys Act 2006, 3(10):10-21.
11. Olds T., Ridley K., Dollman J.M., et al. The validity of a computerized use of time recall, the Multimedia Activity Recall for Children and Adolescents. Pediatr Exerc Sci 2010, 22(1):34-43.
12. Schneider P.L., Crouter S.E., Lukajic O., et al. Accuracy and reliability of 10 pedometers for measuring steps over a 400-m walk. Med Sci Sports Exerc 2003, 35(10):1779-1784.
13. Ministry of Health NZ Food, NZ Children: Key Results of the 2002 National Children's Nutrition Survey 2003.
14. About ARIA+ (Accessibility/Remoteness Index of Australia). GISCA. Available at: Accessed 14 August 2008. http://www.gisca.adelaide.edu.au/.
15. Han J., Kamber M. Data Mining [Electronic Resource]: Concepts and Techniques 2006, Elsevier, Amsterdam, Available at:. http://unisa.aquabrowser.com/%3Fitemid=%7Cunisa-bibs%7C1037687.
16. Cole T.J., Bellizzi M.C., Flegal K.M., et al. Establishing a standard definition for child overweight and obesity worldwide: international survey. Br Med J 2000, 320(7244):1240-1243.
17. Cole T.J., Flegal K.M., Nicholls D., et al. Body mass index cut offs to define thinness in children and adolescents: international survey. Br Med J 2007, 335:194-197.
18. te Velde S.J., De Bourdeaudhuij I., Thorsdottir I., et al. Patterns in sedentary and exercise behaviors and associations with overweight in 9-14-year-old boys and girls - a cross-sectional study. BMC Public Health 2007, 7:16.
19. Marshall S.J., Biddle S.J.H., Sallis J.F., et al. Clustering of sedentary behaviors and physical activity among youth: a cross-national study. Pediatr Exerc Sci 2002, 14(4):401-417.
20. Nelson I.A., Gastic B. Street ball, swim team and the sour cream machine: a cluster analysis of out of school time participation portfolios. J Youth Adolesc 2009, 38(9):1172-1186.
21. Hands B.P., Chivers P.T., Parker H.E., et al. The associations between physical activity, screen time and weight from 6 to 14 yrs: the Raine study. J Sci Med Sport 2011, 14(5):397-403.
22. Tremblay M.S., LeBlanc A.G., Kho M.E., et al. Systematic review of sedentary behaviour and health indicators in school-aged children and youth. Int J Behav Nutr Phys Act 2011, 8.
23. Craig L.C.A., McNeill G., MacDiarmid J.I., et al. Dietary patterns of school-age children in Scotland: association with socio-economic indicators, physical activity and obesity. Br J Nutr 2010, 103(3):319-334.
24. Magnusson M.B., Sjöberg A., Kjellgren K.I., et al. Childhood obesity and prevention in different socio-economic contexts. Prev Med 2011, 53(6):402-407.
25. Maher C., Olds T. Minutes, MET minutes, and METs: unpacking socioeconomic gradients in physical activity in adolescents. J Epidemiol Commun Health 2011, 65(2):160-165.
26. Liu J., Kim J., Colabianchi N., et al. Co-varying patterns of physical activity and sedentary behaviors and their long-term maintenance among adolescents. J Phys Act Health 2010, 7:465-474.
27. Olds T., Dollman J., Ridley K., et al. Children and Sport Belconnen: Australian Sports Commission 2004.
28. Australian Bureau of Statistics. Information paper: an introduction to Socio-Economic Indexes for Areas (SEIFA). Available at: Accessed 20 September 2008. http://www.abs.gov.au/AUSSTATS/abs@.nsf/Lookup/2039.0%20Main+Features12006%3FOpenDocument.
29. Olds T., Wake M., Patton G.C., et al. How do school-day activity patterns differ with age and gender across adolescence?. J Adolesc Health 2009, 44:64-72.
30. Ferrar K., Olds T.S., Walters J. All the stereotypes confirmed: differences in how Australian boys and girls use their time. Health Educ Behav 2012, 39(5):589-595.
31. Kreuter M.W., Bull F.C., Clark E.M., et al. Understanding how people process health information: a comparison of tailored and nontailored weight-loss materials. Health Psychol 1999, 18(5):487-494.
32. Ni Mhurchu C., Maddison R., Jiang Y., et al. Couch potatoes to jumping beans: a pilot study of the effect of active video games on physical activity in children. Int J Behav Nutr Phys Act 2008, 5.