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Updated: Sep 22, 2025

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Concept Development and Use of an Automated Food Intake and Eating Behavior Assessment Method
Published on: February 19, 2021
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Development of a live coding method to assess infant/toddler food acceptance
Kameron J Moding1,2, Anabelle Bonvecchio Arenas3, Cloe Rawlinson3,4
1Department of Human Development and Family Studies, Purdue University, West Lafayette, Indiana, USA.
Maternal & Child Nutrition
|May 26, 2022
Summary
A new live coding (LC) method effectively assesses infant food acceptance for nutritional interventions. This approach is reliable and valid, offering a practical alternative to time-intensive video coding (VC) in resource-limited settings.
Area of Science:
- Nutrition science
- Behavioral science
- Public health
Background:
- Effective nutritional interventions require validated measures of infant food acceptance.
- Current behavioral coding methods (video coding - VC) are time and resource-intensive.
- Assessing infant acceptance is crucial for improving undernutrition outcomes.
Purpose of the Study:
- To adapt a video coding (VC) protocol into a live coding (LC) method for assessing infant food acceptance.
- To evaluate the reliability and validity of the LC method in naturalistic settings.
- To provide a feasible alternative to VC for infant feeding studies.
Main Methods:
- Infants (n=59, ages 7-24 months) were fed small-quantity lipid-based nutrient supplements (SQ-LNS) in Mexico.
- Trained coders used a VC scheme to rate infant acceptance on a 4-point scale.
- The VC scheme was adapted for live coding (LC) in homes and video live coding (VLC) for reliability checks.
Main Results:
- Inter-rater reliability for the LC method was moderate to good (ICCs = 0.75 and 0.87) compared to VC.
- Live coded acceptance scores showed a moderate association with SQ-LNS consumption (ρ = 0.50, p = 0.03).
- The LC method demonstrated initial reliability and validity.
Conclusions:
- The live coding (LC) scheme is a reliable and valid method for assessing infant food acceptance.
- LC offers a practical and less resource-intensive alternative to video coding (VC).
- This method can be valuable for nutritional interventions in resource-limited settings.

