TY - JOUR
T1 - Factors associated with low fitness in adolescents - A mixed methods study
AU - Charlton, Richard
AU - Gravenor, Michael B.
AU - Rees, Anwen
AU - Knox, Gareth
AU - Hill, Rebecca
AU - Rahman, Muhammad A.
AU - Jones, Kerina
AU - Christian, Danielle
AU - Baker, Julien S.
AU - Stratton, Gareth
AU - Brophy, Sinead
N1 - Publisher Copyright:
© 2014 Charlton et al.; licensee BioMed Central Ltd.
PY - 2014/7/29
Y1 - 2014/7/29
N2 - Background: Fitness and physical activity are important for cardiovascular and mental health but activity and fitness levels are declining especially in adolescents and among girls. This study examines clustering of factors associated with low fitness in adolescents in order to best target public health interventions for young people. Methods. 1147 children were assessed for fitness, had blood samples, anthropometric measures and all data were linked with routine electronic data to examine educational achievement, deprivation and health service usage. Factors associated with fitness were examined using logistic regression, conditional trees and data mining cluster analysis. Focus groups were conducted with children in a deprived school to examine barriers and facilitators to activity for children in a deprived community. Results: Unfit adolescents are more likely to be deprived, female, have obesity in the family and not achieve in education. There were 3 main clusters for risk of future heart disease/diabetes (high cholesterol/insulin); children at low risk (not obese, fit, achieving in education), children 'visibly at risk' (overweight, unfit, many hospital/GP visits) and 'invisibly at risk' (unfit but not overweight, failing in academic achievement). Qualitative findings show barriers to physical activity include cost, poor access to activity, lack of core physical literacy skills and limited family support. Conclusions: Low fitness in the non-obese child can reveal a hidden group who have high risk factors for heart disease and diabetes but may not be identified as they are normal weight. In deprived communities low fitness is associated with non-achievement in education but in non-deprived communities low fitness is associated with female gender. Interventions need to target deprived families and schools in deprived areas with community wide campaigns.
AB - Background: Fitness and physical activity are important for cardiovascular and mental health but activity and fitness levels are declining especially in adolescents and among girls. This study examines clustering of factors associated with low fitness in adolescents in order to best target public health interventions for young people. Methods. 1147 children were assessed for fitness, had blood samples, anthropometric measures and all data were linked with routine electronic data to examine educational achievement, deprivation and health service usage. Factors associated with fitness were examined using logistic regression, conditional trees and data mining cluster analysis. Focus groups were conducted with children in a deprived school to examine barriers and facilitators to activity for children in a deprived community. Results: Unfit adolescents are more likely to be deprived, female, have obesity in the family and not achieve in education. There were 3 main clusters for risk of future heart disease/diabetes (high cholesterol/insulin); children at low risk (not obese, fit, achieving in education), children 'visibly at risk' (overweight, unfit, many hospital/GP visits) and 'invisibly at risk' (unfit but not overweight, failing in academic achievement). Qualitative findings show barriers to physical activity include cost, poor access to activity, lack of core physical literacy skills and limited family support. Conclusions: Low fitness in the non-obese child can reveal a hidden group who have high risk factors for heart disease and diabetes but may not be identified as they are normal weight. In deprived communities low fitness is associated with non-achievement in education but in non-deprived communities low fitness is associated with female gender. Interventions need to target deprived families and schools in deprived areas with community wide campaigns.
KW - Diabetes
KW - Eduation and health
KW - Heart disease
KW - Physical activity
KW - Risk factors
UR - http://www.scopus.com/inward/record.url?scp=84904771192&partnerID=8YFLogxK
U2 - 10.1186/1471-2458-14-764
DO - 10.1186/1471-2458-14-764
M3 - Article
C2 - 25074589
AN - SCOPUS:84904771192
SN - 1471-2458
VL - 14
JO - BMC Public Health
JF - BMC Public Health
IS - 1
M1 - 764
ER -