According to a new study that for the first time analyzes the intricate processes that contribute to juvenile obesity, concentrating on quick fixes like diet and fitness programs alone won’t stop the tide of obesity among children.
According to a study led by the Charles Perkins Centre at the University of Sydney, adolescents whose parents did not finish high school and who live in a socially disadvantaged environment were more likely to experience overweight or obesity by the middle of adolescence. High school completion is a strong indicator of socioeconomic status.
These factors were ‘on ramps’ which flow down to influence the body mass index (BMI) of parents, in turn providing immediate lifestyle impacts (diet, sedentary time) on a child’s risk of developing obesity.
Paediatrician Professor Louise Baur of the University of Sydney said the research explains why most current public health policies to prevent childhood obesity have had limited success.
“We tend to ignore the root causes of childhood obesity which include social disadvantage, and of course, this is not something parents or children choose for themselves,” said Professor Baur, co-author from the University’s Charles Perkins Centre.
“While healthy eating and activity interventions are important, the solutions lie not just in the domain of health departments. We need to see many government departments working together to consider how to make structural changes to reduce social inequality if we want to change Australia’s current trajectory.”
This is a truly multidisciplinary piece of research. Data alone is never enough to uncover the complex set of interacting factors which lead to childhood obesity. But by combining the skills of mathematicians and computer scientists with obesity and nutritional experts we have been able to predict and model what has never been clearly articulated before showing the complex interplay between multiple upstream, downstream, and causal factors, and how these play out over time for children and families.
Professor Sally Cripps
Various determinants of obesity play out differently at different life stages, particularly the impact of free time activity after the age of eight, which is one of the study’s other intriguing findings.
For boys versus girls, there are also various impacts on how leisure time is used and influenced. For boys, more electronic gaming leads to less active free time. For girls, better sleep quality leads to longer sleep time and more active free time.
Obesity in children
Childhood obesity occurs when a child is significantly overweight for their age and height. Cardiovascular disease, insulin resistance, psychological consequences, and even early mortality are all at an increased risk as a result.
In Australia, 1 in 4 school-aged children and adolescents are affected by overweight or obesity, with 1 in 12 affected by obesity. People who live in rural and regional areas, individuals from poorer socioeconomic backgrounds, members of one-parent families, and people with disabilities are more likely to experience it.
How was the study conducted?
The study, published in BMC Medicine today, drew on data from ‘Growing up in Australia: The Longitudinal Study of Australian Children,’ a nationally representative sample of over 10,000 Australian Children.
Leading researchers and clinicians from the fields of data science, biology, pediatrics, and public health spent nearly two years unraveling a complex web of on-ramps and causal factors, many of which interacted, using state-of-the-art statistical modeling (Bayesian network modeling) and thoughtful analysis.
Senior author Professor Sally Cripps of the University of Technology Sydney said the knowledge gained from this study is vital for policy makers moving forward and could not have been achieved without this diverse skill set.
“This is a truly multidisciplinary piece of research. Data alone is never enough to uncover the complex set of interacting factors which lead to childhood obesity. But by combining the skills of mathematicians and computer scientists with obesity and nutritional experts we have been able to predict and model what has never been clearly articulated before showing the complex interplay between multiple upstream, downstream, and causal factors, and how these play out over time for children and families,” said Cripps, Director of Technology at the Human-Technology Institute.
Lead author and statistician Wanchuang Zhu, also of the University of Technology Sydney and an affiliate of the Charles Perkins Centre said: “To our knowledge, this is first time anyone has used the advanced statistical network modelling to analyse the complex factors that lead to childhood obesity. It provides us with a much more complete picture.”
Key findings
- Childhood obesity is largely a by-product of socioeconomic status
- Parental high school levels (both paternal and maternal) serve as on-ramps to childhood obesity
- When children are aged 2 to 4 years the causal pathway is: socio-economic status/parental high school level -> parental BMI -> child BMI
- When children are aged 8 to 10 years an additional pathway emerged focused on how children spend their leisure time: parental high school level /socioeconomic status -> electronic games ->free time activity-> child BMC
- The upstream influences on free time activity were different in boys compared with girls.
- The significant and independent relationship between parent’s BMI and child’s BMI points to a biological relationship in which being overweight runs in families, maybe as a result of shared genes.
The work is a collaboration between scientists and clinicians from the University of Sydney, the University of Technology Sydney and CSIRO brought together by the Charles Perkins Centre, a research initiative committed to collaborative and multidisciplinary research to tackle obesity, diabetes, cardiovascular disease, and related conditions.
“This study is exactly why the Charles Perkins Centre was founded, to bring together people with special skill sets from different academic and clinical backgrounds to find new ways of thinking about and solving the most complex challenges of our time,” said Professor Stephen Simpson, Academic Director of the Charles Perkins Centre and Executive Director of Obesity Australia.
The authors express sincere gratitude to the families who contributed their data and acknowledge the generous support of Paul Ramsay Foundation.
