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Updated: Nov 9, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Prospective BMI changes in preschool children are associated with parental characteristics and body weight
Yannis Manios1, Katrina A Lambert2, Eva Karaglani1
1Department of Nutrition and Dietetics, School of Health Science and Education, Harokopio University, 70 El Venizelou Avenue, Kallithea 17671, Athens, Greece.
Insights
The ToyBox-study intervention did not change children's BMI percentile. However, parental misperception of weight status and parental overweight were linked to increased BMI percentile in preschoolers.
Area of Science:
- Childhood obesity prevention
- Public health interventions
- Pediatric weight management
Background:
- Childhood obesity is a significant public health concern.
- Early identification and intervention are crucial for managing pediatric weight.
- Parental factors play a critical role in children's weight status.
Purpose of the Study:
- To evaluate the impact of the ToyBox-study intervention on children's BMI percentile.
- To explore the influence of perinatal factors and parental characteristics on changes in BMI percentile.
- To identify key parental perceptions associated with pediatric weight changes.
Main Methods:
- A multicomponent, kindergarten-based, family-involved intervention with a cluster-randomised design.
- Standardised measurement of children's body weight and height.
- Validated questionnaires for parental/caregiver data collection.
- Linear mixed-effects models were employed for statistical analysis.
Main Results:
- The intervention showed no significant effect on changes in children's BMI percentile.
- Parental underestimation of children's weight status was associated with increased BMI percentile.
- Parental overweight and maternal pre-pregnancy overweight/obesity independently predicted increases in children's BMI percentile.
Conclusions:
- Assisting parents in accurately perceiving their children's weight status is vital for public health and counseling programs.
- Improved parental weight perception can enhance motivation for behavioral changes within families.
- Addressing parental weight status is important for effective childhood obesity prevention strategies.
Objective:
To examine the effect of the intervention implemented in the ToyBox-study on changes observed in age- and sex-specific BMI percentile and investigate the role of perinatal factors, parental perceptions and characteristics on this change.
Design:
A multicomponent, kindergarten-based, family-involved intervention with a cluster-randomised design. A standardised protocol was used to measure children's body weight and height. Information was also collected from parents/caregivers via the use of validated questionnaires. Linear mixed effect models with random intercept for country, socio-economic status and school were used.
Setting:
Selected preschools within the provinces of Oost-Flanders and West-Flanders (Belgium), Varna (Bulgaria), Bavaria (Germany), Attica (Greece), Mazowieckie (Poland) and Zaragoza (Spain).
Participants:
A sample of 6268 preschoolers aged 3·5-5·5 years (51·9 % boys).
Results:
There was no intervention effect on the change in children's BMI percentile. However, parents' underestimation of their children's actual weight status, parental overweight and mothers' pre-pregnancy overweight/obesity were found to be significantly and independently associated with increases in children's BMI percentile in multivariate modelling.
Conclusions:
As part of a wide public health initiative or as part of a counseling intervention programme, it is important to assist parents/caregivers to correctly perceive their own and their children's weight status. Recognition of excessive weight by parents/caregivers can increase their readiness to change and as such facilitate higher adherence to favourable behavioural changes within the family.
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