Análise e interpretação dos níveis de actividade física de crianças: um tutorial baseado na modelação hierárquica ou multinível

This tutorial aims at a didactical presentation of an alternative approach to analyse physical activity data of children based on hierarchical or multilevel modelling. We present the basic steps of the data analysis, interpreting all relevant output from the chosen software – HLM 6.02. Each step is duly presented and explained, going from simple hypothesis to more complex ones. Their relevancy is presented in terms of the available results.

[1]  The distribution of resources for primary education and its consequences for educational achievement in Thailand , 1992 .

[2]  M H Boyle,et al.  Multilevel modelling of hierarchical data in developmental studies. , 2001, Journal of child psychology and psychiatry, and allied disciplines.

[3]  H. Pan,et al.  A Multilevel Analysis of School Examination Results , 1993 .

[4]  B. Wold,et al.  Health promotion aspects of family and peer influences on sport participation. , 1992 .

[5]  Ronald H. Heck,et al.  An Introduction to Multilevel Modeling Techniques , 1999 .

[6]  J. Sallis,et al.  Seven-day recall and other physical activity self-reports in children and adolescents. , 1993, Medicine and science in sports and exercise.

[7]  R. Strauss,et al.  Psychosocial correlates of physical activity in healthy children. , 2001, Archives of pediatrics & adolescent medicine.

[8]  James F. Sallis,et al.  Physical activity & behavioral medicine , 1999 .

[9]  Timothy J. Robinson,et al.  Multilevel Analysis: Techniques and Applications , 2002 .

[10]  W H Dietz,et al.  Psychosocial correlates of physical activity among fifth and eighth graders. , 1996, Preventive medicine.

[11]  Vítor P. Lopes,et al.  Um olhar sobre as crianças e jovens da Região Autónoma dos Açores. Implicações para a educação física, desporto e saúde , 2003 .

[12]  S. Trost,et al.  Correlates of objectively measured physical activity in preadolescent youth. , 1999, American journal of preventive medicine.

[13]  J F Sallis,et al.  Epidemiology of physical activity and fitness in children and adolescents. , 1993, Critical reviews in food science and nutrition.

[14]  R H DuRant,et al.  Physical activity epidemiology applied to children and adolescents. , 1998, Exercise and sport sciences reviews.

[15]  Roel Bosker,et al.  Multilevel analysis : an introduction to basic and advanced multilevel modeling , 1999 .

[16]  J. Sallis,et al.  The determinants of physical activity and exercise. , 1985, Public health reports.

[17]  J. Lewko,et al.  Role of family members in sport socialization of children. , 1978, Research quarterly.

[18]  Anthony S. Bryk,et al.  Hierarchical Linear Models: Applications and Data Analysis Methods , 1992 .

[19]  J. Prochaska,et al.  A review of correlates of physical activity of children and adolescents. , 2000, Medicine and science in sports and exercise.

[20]  Jan de Leeuw,et al.  Introducing Multilevel Modeling , 1998 .

[21]  C. Caspersen,et al.  Physical activity, exercise, and physical fitness: definitions and distinctions for health-related research. , 1985, Public health reports.

[22]  J. Gill Hierarchical Linear Models , 2005 .

[23]  D. Courgeau Methodology and Epistemology of Multilevel Analysis. Approaches from Different Social Sciences , 2003 .

[24]  T. Tinklin The Influence of Social Background on Application and Entry to Higher Education in Scotland: a Multi‐Level Analysis , 2000 .

[25]  Bryan W. Griffin,et al.  Review of Multilevel Modeling and Multilevel Studies in The Journal of Educational Research (1992-2002) , 2004 .

[26]  R. Pate,et al.  Descriptive Epidemiology of Physical Activity in Adolescents , 1994 .