Application of Noninferiority Tests to Examine the Food Insecurity-Obesity Relationship in Children
Taren M Swindle1, Shalese Fitzgerald1, Lorraine McKelvey1
1Department of Family and Preventive Medicine, University of Arkansas for Medical Sciences, 4301 W. Markham St, #530, Little Rock, AR 72205-7199; United States of America.
Insights
Food insecurity is linked to higher odds of overweight in preschool children. However, this association reverses when parents have education beyond high school, suggesting complex interactions.
Area of Science:
- Pediatric Nutrition
- Public Health
- Statistical Methods
Background:
- Childhood obesity is a significant public health concern.
- Food security status is a potential determinant of child weight.
- Existing research often uses traditional statistical methods to explore this relationship.
Purpose of the Study:
- To apply non-inferiority testing to evaluate the association between child weight and food security status.
- To examine this relationship in a diverse urban, state-funded preschool population.
- To explore potential moderating effects of parental education.
Main Methods:
- Non-inferiority testing was employed to analyze data from 808 children aged 3-5 years.
- The study compared overweight prevalence between Food Insecure (FI) and Food Secure (FS) groups.
- Subgroup analyses were conducted for gender, race, family conflict, and parental education level.
Main Results:
- Food insecurity was associated with higher odds of overweight (OR=1.127, P=.004) in the overall sample.
- This association remained consistent across gender, race, and family conflict subgroups.
- A reversal was observed in children whose parents had education beyond high school (FI odds of overweight < FS odds, OR=.663).
Conclusions:
- Non-inferiority testing offers a valuable alternative approach for analyzing food security and child weight associations.
- Parental education level may modify the relationship between food insecurity and childhood overweight.
- Further research is warranted to understand these complex interactions in child health outcomes.
Abstract:
This study applies non-inferiority testing to assess the relationship between child weight and food security status in a sample of 808 children between 3 and 5 years old who were attending an urban, state-funded preschool program. Most families were African American (72.3%). Analyses were conducted using non-inferiority testing to evaluate the overweight-food security association. Odds of being overweight in the Food Insecure (FI) group were .643 (95% CI .525 to .788) while odds from the Food Secure (FS) group were .570 (95% CI .464 to .697), OR=1.127 (P=.004). These findings held across sub-groups of gender, race, and family conflict. Children whose parent indicated education beyond high school showed a reversal with FI odds of overweight less than FS odds (OR=.663). As illustrated in this study, non-inferiority testing provides an alternative analytic approach to examining the association between FI and weight in children.
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