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Updated: Jan 7, 2026

Concept Development and Use of an Automated Food Intake and Eating Behavior Assessment Method
Published on: February 19, 2021
Educational-Setting Feeding Interventions and Health Outcomes: A Systematic Review and Meta-Analysis
Susanna Caminada1, Masoud Rahmati2,3, Cecilia Ricciardi Rizzo4
1Health Unit, Eni, Roma 00144, Italy.
Context:
Sustainable and regulated educational-setting food interventions may support regular and appropriate nutritional intake, resulting in positive health outcomes.
Objective:
The aim of this review was to assess the strength of associations between educational-setting food interventions and health outcomes among students.
Data Sources:
The PubMed/MEDLINE, Embase, and Web of Science databases were searched systematically for studies that investigated the association on educational-setting feeding intervention and health outcomes. Students receiving vs those not receiving educational-setting feeding interventions were eligible.
Data Extraction:
We extracted data on study characteristics, participants, feeding interventions, and health outcomes.
Data Analysis:
Outcomes were aggregated and reported as mean difference (MD) or event rate (ER), along with 95% CIs, using a 1-stage approach and a random-effects model. We included 91 studies with a total of 47 241 students, of whom 25 220 received an educational-setting feeding intervention. Meta-analysis results indicated a significant association between educational-setting feeding intervention and higher hemoglobin (MD = 0.80; 95% CI, 0.73-0.88), body iron (MD = 1.60; 95% CI, 0.15-3.05), vitamin D (MD = 8.63; 95% CI, 6.46-10.81), zinc (MD = 1.19; 95% CI, 0.17-2.20), and soluble transferrin receptor (sTfR) (MD = -0.79; 95% CI, -1.42 to -0.15). Positive significant associations were also found for anthropometric parameters, including height, weight for age, height for age, and body mass index. No significant association with cognition was detected (MD = 1.27; 95% CI, -26 to 3.81).
Conclusions:
This work enhances the crucial role of educational-setting feeding interventions, highlighting their association with multiple health outcomes, and draws attention to the importance of integrated approaches to achieve better and more sustainable results.
Systematic Review Registration:
PROSPERO registration No. CRD420251027958.
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