ArticleJAMA network open2023
Association Between Parental Education and Simultaneous Malnutrition Among Parents and Children in 45 Low- and Middle-Income Countries.
Article in JAMA network open, 2023. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Cited by 17 papers.
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
17 citing papers in PubMed, 20 citations in OpenAlex.
- Improving nutritional status and health outcomes in school-going adolescents: a randomized controlled trial of nutrition and WASH education interventions in Gojra, Pakistan.Frontiers in public health · 2025Trial
- The Microplastic-Gut Microbiota Axis: A Unifying Framework Linking Environmental Pollution to Undernutrition, Obesity, and Metabolic Dysfunction.Current developments in nutrition · 2026Review
- Socioeconomic and Environmental Factors Associated with Child Undernutrition and Growth Failure in Eastern Africa.Nutrients · 2026Article
- Defining double burden of malnutrition across individual, household and population level: A narrative review.Nutrition & dietetics : the journal of the Dietitians Association of Australia · 2026Review
- Family Empowerment for Stunting Prevention in Children Aged 0-2 Years: A Concept Analysis.Journal of multidisciplinary healthcare · 2026Review
- Exploring Beyond the Cyclical Dynamics of Water, Sanitation, and Hygiene With Coexisting Forms of Malnutrition Among Children Under 5 in Pakistan.International journal of pediatrics · 2026Article
- Analysis of Factors Affecting Child Nutrition in Nepal Using the Nepal Demographic and Health Survey 2022.Cureus · 2026Article
- Prevalence of malnutrition and associated factors in Chinese children and adolescents aged 3-14 years using machine learning algorithms.Journal of global health · 2025Article
- Effect of single-parent versus dual-parent households on dietary intake and growth among under-five children in Rwanda: an analysis using directed acyclic graph.BMC nutrition · 2025Article
- Spatial variations and determinants of vitamin A and iron rich food consumption among Bangladeshi children aged 6-23 months.Scientific reports · 2025Article
- Article
- Global, regional and national trends in the burden of nutritional deficiencies in children, 1990-2021.Frontiers in nutrition · 2025Article
- Prevalence of stunting and its correlates among children under 5 in Afghanistan: the potential impact of basic and full vaccination.BMC pediatrics · 2024Article
- Association of household food insecurity with sociodemographic factors and obesity in US youth: findings from the National Health and Nutrition Examination Survey 2017-2018.Frontiers in public health · 2024Article
- Dynamic Bayesian network modeling for longitudinal data on child undernutrition in Ethiopia (2002-2016).Frontiers in public health · 2024Article
- Concurrent Undernutrition and Overnutrition within Indian Families between 2006 and 2021.Current developments in nutrition · 2023Article
- 24-hour movement guidelines and weight status among preschool-aged children in Bangladesh: A community-level cross-sectional study.Brain and behavior · 2023Article
Corrections and comments
PubMed lists nothing against this paper. Absence here is not a guarantee, only a check that was made.
Authors and funding
9 authors at 5 institutions in 2 countries.
Funding
No grant is acknowledged in the PubMed record.
Abstract
Importance: Parental education is known to be associated with the health status of parents and their offspring. However, the association between parental education and the simultaneous manifestation of multiple forms of malnutrition within households remains underinvestigated globally. Objective: To assess the association between parental education and the simultaneous manifestation of malnutrition of both parent and child (either overnutrition or undernutrition)-referred to as the double burden of malnutrition (DBM)-at the household level in mother-child and father-child pairs in low- and middle-income countries (LMICs). Design, Setting, and Participants: This cross-sectional study used data from the US Agency for International Development Demographic and Health Surveys (January 1, 2010, to December 31, 2021) to identify mother-child pairs and father-child pairs from LMICs. The eligibility criteria were as follows: (1) children aged 0 to 59 months; (2) nonpregnant mothers at the time of the survey in the sample of mother-child pairs; and (3) valid measures of the weight, height, and hemoglobin level for the child and at least 1 of their parents. Exposures: Highest level of parental education obtained and number of years of education completed. Main Outcomes and Measures: Four sets of multivariable logistic regression models were constructed to assess the association between parental education and DBM, and analysis was performed between March 10 and May 15, 2022. Results: This study included 423 340 mother-child pairs from 45 LMICs and 56 720 father-child pairs from 16 LMICs. The mean (SD) age of the mother-child pairs was 28.2 (6.1) and 1.9 (1.4) years, respectively; 48.8% of the children were female. We observed that 49.0% of mother-child pairs experienced DBM. Compared with mother-child pairs with no maternal education, higher maternal education was associated with a lower risk of DBM. For example, the odds ratio (OR) for tertiary maternal education was 0.71 (95% CI, 0.67-0.74). However, the association differed by DBM subtypes: higher maternal education was associated with a lower risk of both mothers and children being undernourished but with a higher risk of almost all DBM subtypes involving overnutrition. For example, compared with mother-child pairs with no maternal education, those with secondary education were less likely to develop simultaneous maternal and child undernutrition (OR, 0.83 [95% CI, 0.80-0.86]) but were more likely to experience simultaneous maternal and child overnutrition (OR, 2.20 [95% CI, 1.61-3.00]); similar results were observed for pairs with primary and tertiary education. The results in mother-child pairs remained consistent after controlling for paternal education. Among the father-child pairs, 26.5% had DBM, with fathers with tertiary education significantly more likely to experience simultaneous paternal overnutrition and child undernutrition (OR, 1.55 [95% CI, 1.23-1.95]) compared with pairs with no paternal education; they were also less likely to have both paternal and child undernutrition (OR, 0.70 [95% CI, 0.59-0.84]). Conclusions and Relevance: In this study, maternal education and paternal education were independently associated with DBM, and the associations differed by DBM subtypes. These findings suggest that the different risks of malnutrition faced by households with various levels of education should thus be considered in policy evaluation.
Indexed as
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.