Related Experiment Video
Updated: Sep 29, 2025

Assessment of Child Anthropometry in a Large Epidemiologic Study
Published on: February 2, 2017
Early childhood growth trajectories in a Medicaid population
Amrik Singh Khalsa1,2,3, Rui Li4, Joseph Rausch3,5
1Division of Primary Care Pediatrics, Nationwide Children's Hospital, Columbus, Ohio, United States.
Insights
Early rapid BMIz increase in low-income children is linked to maternal factors and later obesity. Monitoring these growth trajectories can help address obesity risks in vulnerable populations.
Area of Science:
- Pediatric Health
- Obesity Research
- Public Health
Background:
- Existing evidence on early growth and obesity risk often excludes low-income populations.
- This study focuses on a cohort of Medicaid-insured and uninsured children.
Purpose of the Study:
- To identify early growth trajectories in a vulnerable pediatric population.
- To determine factors associated with these trajectories.
- To assess the link between early growth patterns and later overweight/obesity risk.
Main Methods:
- Utilized BMI z-scores (BMIz) from infants at a pediatric center (2010-2016).
- Modeled group-based BMIz trajectories.
- Employed logistic and log-binomial regression to analyze associations with maternal/child factors and obesity up to 60 months.
Main Results:
- Identified five BMIz trajectories, with two showing rapid increases.
- Lower maternal education, pre-pregnancy maternal overweight/obesity, and smoking were linked to rapid BMIz rise.
- Children in rapid-rising BMIz trajectories were significantly more likely to be overweight/obese at 36, 48, and 60 months.
Conclusions:
- Maternal and child factors are associated with early rapid BMIz increase in Medicaid-insured and uninsured children.
- Clinical monitoring of rapid BMIz rise is crucial for addressing modifiable obesity risk factors in low-income families.
Background:
Evidence on the role of early growth trajectories and later obesity risk is primarily based on privately insured or universally insured samples.
Objectives:
We aimed to characterize and determine factors associated with early growth trajectories and estimate associations with overweight/obesity risk in a Medicaid-insured and uninsured cohort.
Methods:
Infants seen at a large pediatric academic centre in 2010-2016 were included. Weight and length/height measurements were converted to age and sex-specific BMI z-scores (BMIz) based on the World Health Organization (WHO) Growth Standards. Group-based trajectories were modelled using BMIz created groups. Logistic and log-binomial regression models estimated associations between membership in trajectories and maternal/child factors and overweight or obesity at 36, 48, and 60 months, separately. Analyses were performed between 2019 and 2021.
Results:
The best-fitting model identified five BMIz trajectories among 30 189 children and 310 113 clinical encounters; two trajectories showed rapid rise in BMIz. Lower maternal education, pre-pregnancy maternal overweight/obese status, and maternal smoking were positively associated with both rapid-rising BMIz trajectories. Children in either of the two rapid-rising trajectories were 3.00 (95% CI: 2.85, 3.25), 2.97 (95% CI: 2.77, 3.18) and 2.76 (95% CI: 2.53, 3.01) times more likely to have overweight or obesity at 36, 48, and 60 months, respectively compared to children in the stable trajectory groups.
Conclusions:
Among Medicaid insured and uninsured children, several maternal and child characteristics were associated with early rapid-rise in BMIz. Clinical monitoring of early rapidly rising BMI may be important to address modifiable risk factors for obesity in families from low-income households.
Related Concept Videos
Nature and Nurture
Regression Toward the Mean
Autism Spectrum Disorder
These core symptoms manifest differently among individuals, ranging from mild to severe. The disorder's complexity extends beyond its clinical presentation, encompassing a diverse range of biological, cognitive, and sociocultural influences.
Specialized Care Centers and Settings-II
Rural health centers are specialized care facilities in remote locations with very few medical personnel. The primary care providers who run the centers are mostly Registered Nurse Practitioners. Here, emergency treatment is provided to critically ill or injured patients before they are transferred to the closest hospital. Fortunately, due to advancement in technology, many rural healthcare facilities and professionals have easy access to diagnostic and treatment...
Socioemotional Development during Infancy
Primary Temperament Types
Oxygen Requirements and Growth Patterns

