TY - JOUR
AU - S. Pacheco-Miranda
AU - E. Kim-Herrera
AU - R. Peréz-Escamilla
AU - E. Denova-Gutiérrez
AU - H. Reyes-Morales
AU - L. Hernández-Barrera
AU - E. Rios-Espinosa
AU - A. Gonzalez-Rocha
AU - A. Bonvecchio-Arenas
A1 - 
AB - Malnutrition during pregnancy is a public health concern. Interventions implemented through the health sector can prevent maternal malnutrition. Our aim was to identify implementation strategies for delivering nutritional interventions through primary health care to prevent malnutrition in all its forms during pregnancy. We followed the Cochrane Handbook for Systematic Reviews and PRISMA guidelines. A search strategy was developed for 5 databases. The information was systematized using the Template for Intervention Description and Replication. Meta-analyses were performed using a random-effects model. We used the Risk of Bias (RoB) and the Nonrandomized Studies of Interventions tools, and the certainty of the evidence followed the Grading of Recommendations, Assessment, Development, and Evaluation guidelines. We included 51 studies conducted across high-, middle-, and low-income countries. Multiple micronutrient supplementation (MMS) was more effective than iron and folic acid (IFA) supplementation alone in improving hemoglobin concentrations and other anemia-related indicators, when initiated during the first or second trimester of pregnancy and delivered with in-person, individualized counseling and follow-up. Our meta-analysis confirmed that MMS improved maternal anemia compared with IFA with a moderate certainty of the evidence. Healthy eating counseling, physical activity, and weight-gain monitoring, when combined, were effective in achieving weight gain when the interventions were guided by prenatal care protocols and included materials and resources to support. Our meta-analysis showed a nonsignificant reduction in excessive weight gain with very low certainty, no meaningful effect on low weight gain with low certainty, and a potentially meaningful increase in the likelihood of gaining weight within the recommended range with very low certainty. A coordinated package of health system-delivered interventions, including MMS, behavioral counseling, and monitoring of maternal weight gain, should be implemented within primary health care, beginning in the first or second trimester, to prevent all forms of malnutrition during pregnancy. Effective implementation strategies to provide these interventions can be adapted to local contexts. The protocol for this review was registered at PROSPERO as CRD 4202460299.
AD - School of Public Health, National Institute of Public Health of Mexico, Cuernavaca, Mexico; Vitamin Angels Alliance, Goleta, CA, United States.; Nutrition and Health Research Center, National Institute of Public Health, Cuernavaca, Mexico.; Department of Social and Behavioral Sciences, Yale School of Public Health, New Haven, CT, United States.; Department of Nutrition, National Institute of Medical Sciences and Nutrition Salvador Zubirán, Mexico City, Mexico.; Health System Research Center, National Institute of Public Health, Cuernavaca, Mexico.; Vitamin Angels Alliance, Goleta, CA, United States.; Social Interventions Research & Evaluation Network, University of California, San Francisco, CA, United States. Electronic address: alejandra.gonzalezrocha@ucsf.edu.
AN - 42067194
BT - Adv Nutr
C5 - Healthcare Disparities
CP - 6
DA - 06/2026
DO - 10.1016/j.advnut.2026.100642
DP - NLM
ET - 20260429
IS - 6
JF - Adv Nutr
LA - eng
N2 - Malnutrition during pregnancy is a public health concern. Interventions implemented through the health sector can prevent maternal malnutrition. Our aim was to identify implementation strategies for delivering nutritional interventions through primary health care to prevent malnutrition in all its forms during pregnancy. We followed the Cochrane Handbook for Systematic Reviews and PRISMA guidelines. A search strategy was developed for 5 databases. The information was systematized using the Template for Intervention Description and Replication. Meta-analyses were performed using a random-effects model. We used the Risk of Bias (RoB) and the Nonrandomized Studies of Interventions tools, and the certainty of the evidence followed the Grading of Recommendations, Assessment, Development, and Evaluation guidelines. We included 51 studies conducted across high-, middle-, and low-income countries. Multiple micronutrient supplementation (MMS) was more effective than iron and folic acid (IFA) supplementation alone in improving hemoglobin concentrations and other anemia-related indicators, when initiated during the first or second trimester of pregnancy and delivered with in-person, individualized counseling and follow-up. Our meta-analysis confirmed that MMS improved maternal anemia compared with IFA with a moderate certainty of the evidence. Healthy eating counseling, physical activity, and weight-gain monitoring, when combined, were effective in achieving weight gain when the interventions were guided by prenatal care protocols and included materials and resources to support. Our meta-analysis showed a nonsignificant reduction in excessive weight gain with very low certainty, no meaningful effect on low weight gain with low certainty, and a potentially meaningful increase in the likelihood of gaining weight within the recommended range with very low certainty. A coordinated package of health system-delivered interventions, including MMS, behavioral counseling, and monitoring of maternal weight gain, should be implemented within primary health care, beginning in the first or second trimester, to prevent all forms of malnutrition during pregnancy. Effective implementation strategies to provide these interventions can be adapted to local contexts. The protocol for this review was registered at PROSPERO as CRD 4202460299.
PY - 2026
SN - 2161-8313 (Print); 2161-8313
SP - 100642
ST - Effective Implementation Strategies for Delivering Nutritional Interventions through the Health System to Prevent Malnutrition during Pregnancy: A Systematic Review and Meta-analysis
T1 - Effective Implementation Strategies for Delivering Nutritional Interventions through the Health System to Prevent Malnutrition during Pregnancy: A Systematic Review and Meta-analysis
T2 - Adv Nutr
TI - Effective Implementation Strategies for Delivering Nutritional Interventions through the Health System to Prevent Malnutrition during Pregnancy: A Systematic Review and Meta-analysis
U1 - Healthcare Disparities
U3 - 10.1016/j.advnut.2026.100642
VL - 17
VO - 2161-8313 (Print); 2161-8313
Y1 - 2026
ER -