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Physical activity and sedentary activity patterns among children and adolescents: a latent class analysis approach.

Publication ,  Journal Article
Patnode, CD; Lytle, LA; Erickson, DJ; Sirard, JR; Barr-Anderson, DJ; Story, M
Published in: J Phys Act Health
May 2011

BACKGROUND: While much is known about the overall levels of physical activity and sedentary activity among youth, few studies have attempted to define clusters of such behaviors. The purpose of this study was to identify and describe unique classes of youth based on their participation in a variety of physical activity and sedentary behaviors. METHODS: Latent class analysis was used to characterize segments of youth based on patterns of self-reported and accelerometer-measured participation in 12 behaviors. Children and adolescents (N=720) from 6th-11th grade were included in the analysis. Differences in class membership were examined using multinomial logistic regression. RESULTS: Three distinct classes emerged for boys and girls. Among boys, the 3 classes were characterized as "Active" (42.1%), "Sedentary" (24.9%), and "Low Media/Moderate Activity" (33.0%). For girls, classes were "Active" (18.7%), "Sedentary" (47.6%), and "Low Media/Functional Activity" (33.7%). Significant differences were found between the classes for a number of demographic indicators including the proportion in each class who were classified as overweight or obese. CONCLUSIONS: The behavioral profiles of the classes identified in this study can be used to suggest possible audience segments for intervention and to tailor strategies appropriately.

Duke Scholars

Published In

J Phys Act Health

DOI

ISSN

1543-3080

Publication Date

May 2011

Volume

8

Issue

4

Start / End Page

457 / 467

Location

United States

Related Subject Headings

  • Sex Factors
  • Self Report
  • Sedentary Behavior
  • Public Health
  • Motor Activity
  • Monitoring, Physiologic
  • Minnesota
  • Male
  • Humans
  • Health Behavior
 

Citation

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Patnode, C. D., Lytle, L. A., Erickson, D. J., Sirard, J. R., Barr-Anderson, D. J., & Story, M. (2011). Physical activity and sedentary activity patterns among children and adolescents: a latent class analysis approach. J Phys Act Health, 8(4), 457–467. https://doi.org/10.1123/jpah.8.4.457
Patnode, Carrie D., Leslie A. Lytle, Darin J. Erickson, John R. Sirard, Daheia J. Barr-Anderson, and Mary Story. “Physical activity and sedentary activity patterns among children and adolescents: a latent class analysis approach.J Phys Act Health 8, no. 4 (May 2011): 457–67. https://doi.org/10.1123/jpah.8.4.457.
Patnode CD, Lytle LA, Erickson DJ, Sirard JR, Barr-Anderson DJ, Story M. Physical activity and sedentary activity patterns among children and adolescents: a latent class analysis approach. J Phys Act Health. 2011 May;8(4):457–67.
Patnode, Carrie D., et al. “Physical activity and sedentary activity patterns among children and adolescents: a latent class analysis approach.J Phys Act Health, vol. 8, no. 4, May 2011, pp. 457–67. Pubmed, doi:10.1123/jpah.8.4.457.
Patnode CD, Lytle LA, Erickson DJ, Sirard JR, Barr-Anderson DJ, Story M. Physical activity and sedentary activity patterns among children and adolescents: a latent class analysis approach. J Phys Act Health. 2011 May;8(4):457–467.
Journal cover image

Published In

J Phys Act Health

DOI

ISSN

1543-3080

Publication Date

May 2011

Volume

8

Issue

4

Start / End Page

457 / 467

Location

United States

Related Subject Headings

  • Sex Factors
  • Self Report
  • Sedentary Behavior
  • Public Health
  • Motor Activity
  • Monitoring, Physiologic
  • Minnesota
  • Male
  • Humans
  • Health Behavior