ReviewCampbell systematic reviews2023
Effectiveness of nutrition counseling for pregnant women in low- and middle-income countries to improve maternal and infant behavioral, nutritional, and health outcomes: A systematic review.
Review in Campbell systematic reviews, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 20 papers, 3 of them syntheses that pooled it.
What it found
Each row is one number read from the abstract, on the scale the paper reported it, with its interval. Left of the dashed line favours the treatment, right favours the comparator. Under each row is the sentence it came from. New to these charts? A ten-minute tutorial.
The abstract states no effect estimate the extractor could read, or names no intervention and outcome on the map, so this paper lights no cell and moves no belief. It is still indexed, cited and linked below.
The trial behind it
Trials whose registry record cites this paper, or whose number appears in the abstract. A trial that started after this paper was published is citing it as background, not reporting it.
Neither the registry nor the abstract names a trial number. If this is a trial report, that itself is worth knowing.
Who cites it
20 citing papers in PubMed, 3 syntheses or guidelines pooled it, 23 citations in OpenAlex.
- Nutritional counseling strategies in breastfeeding: a scoping review.Frontiers in nutrition · 2026Pooled it
- The effect of nutrition education and counseling on the nutritional status of pregnant women in Ethiopia, 2025: a systematic review and meta-analysis.Journal of health, population, and nutrition · 2025Pooled it
- A Systematic Review of Methods and Practice for Integrating Maternal, Fetal, and Child Health Outcomes, and Family Spillover Effects into Cost-Utility Analyses.PharmacoEconomics · 2024Pooled it
- Trial
- Effectiveness of nutrition literacy intervention on pregnancy weight and eating behavior: a randomized controlled trial.Scientific reports · 2025Trial
- Mapping Assessment Approaches to Midwife-Led Perinatal Nutrition Counselling: A Scoping Review of Existing Instruments, Competency Frameworks, and Measurement Gaps.Nursing reports (Pavia, Italy) · 2026Review
- Association Between Maternal Protein Intake and the Risk of Adverse Pregnancy Outcomes.Nutrients · 2026Article
- Review
- Highly informed, yet undersupported: dietary supplement use, information sources, and perceived risks among pregnant vegans in German-speaking regions-findings from the VedieS study.Frontiers in nutrition · 2026Article
- Understanding maternal nutrition through the voices of community health workers and mother mentors in Limpopo Province, South Africa.Frontiers in global women's health · 2026Article
- Effect of the Capability-Opportunity-Motivation Behavior (COM-B) model of dietary behavior program on gestational weight gain in Thailand: A randomized controlled trial.Belitung nursing journal · 2026Article
- Article
- Harnessing behavioral interventions to enhance micronutrient intake in pregnancy: A comprehensive review.Journal of education and health promotion · 2025Review
- Predicting delayed antenatal care initiation among pregnant women in East Africa: using machine learning algorithms.Frontiers in global women's health · 2025Article
- Article
- Context-Tailored Food-Based Nutrition Education and Counseling for Pregnant Women to Improve Birth Outcomes: A Cluster-Randomized Controlled Trial in Rural Malawi.Current developments in nutrition · 2024Article
- Review
- Effectiveness of nutrition counseling for pregnant women in low- and middle-income countries to improve maternal and infant behavioral, nutritional, and health outcomes: A systematic review.Campbell systematic reviews · 2023Review
- Canadian Midwives' Experiences with Nutrition in Their Training and Practice: A Cross-Sectional Study.Journal of midwifery & women's healthArticle
- Article
Corrections and comments
- Update of
Authors and funding
17 authors at 5 institutions in 4 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Background: Nutritional counseling, which includes two-way interactive education, has been hypothesized to improve the health and nutritional status of pregnant women, but little is known about the impact such practice of care might have on maternal and infant health and behavioral outcomes of pregnant women living in low income, low-middle income, and upper-middle-income countries (LMIC)s. Objectives: We conducted a systematic review to appraise the effectiveness and impact on health equity of two-way nutritional counseling practices in LMICs on maternal and infant behavioral, nutritional, and health outcomes. Search Methods: We conducted electronic searches for relevant studies on Medline, Embase, CINAHL, PsychInfo, and the Cochrane CENTRAL for randomized and non-randomized trials on the effectiveness of two-way interactive nutritional counseling among pregnant women from the date of database inception up to June 22, 2021. In addition, we searched references of included studies in systematic reviews, gray literature resources, and unpublished studies or reports that satisfied our eligibility criteria using a focused Google search. Selection Criteria: We included randomized and non-randomized controlled studies (NRS), controlled before and after, and interrupted time series that assessed the effectiveness of two-way interactive nutrition counseling targeting pregnant women in LMICs. Data Collection and Analysis: Data extraction and risk of bias were conducted in duplicate. The risk of bias (ROB) for randomized trials (RCT) was assessed according to the Cochrane Handbook of Systematic Reviews, and ROB for NRS was assessed using the Newcastle-Ottawa scale (NOS). RCT and NRS were meta-analyzed separately. Main Results: Our search identified 6418 records and 52 studies met our inclusion criteria, but only 28 were used in the quantitative analysis. Twenty-eight studies were conducted in Asia, the most in Iran. Eight studies were conducted in Africa. Two-way interactive nutritional counseling during pregnancy may improve dietary caloric intake (mean difference [MD]: 81.65 calories, 95% confidence interval [CI], 15.37-147.93, three RCTs; Authors’ Conclusions: Our review highlights improvements in maternal behavioral and health outcomes through interactive nutrition counseling during pregnancy. However, we are uncertain about the effects of nutrition counseling due to the low certainty of evidence and a low number of studies for some key outcomes. Moreover, the effects on health equity remain unknown. More methodologically rigorous trials that focus on a precise selection of outcomes driven by the theory of change of nutrition counseling to improve maternal and infant behavioral and health outcomes and consider equity are required.
Identifiers
What OpenQuestion holds
Registered trials
Read under generation 80e0d062 · epoch 390. Bibliography from PubMed, PubMed Central and OpenAlex; grants from NIH RePORTER; trial links from ClinicalTrials.gov; estimates, votes and beliefs from the OpenQuestion graph.