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      Association Between Parental Education and Simultaneous Malnutrition Among Parents and Children in 45 Low- and Middle-Income Countries

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          Key Points

          Question

          What is the association between parental education and the simultaneous manifestation of malnutrition of both parent and child—referred to as the double burden of malnutrition (DBM)—within households in low- and middle-income countries?

          Findings

          This cross-sectional study of 423 340 mother-child pairs and 56 720 father-child pairs from low- and middle-income countries found that parental education was associated with the risk of DBM, but the associations differed by DBM subtypes. More advanced parental education was associated with a higher risk of DBM subtypes involving overnutrition (eg, maternal overnutrition and child undernutrition) and a lower risk of undernutrition for both the parent and child.

          Meaning

          These findings highlight the association between parental education and household nutritional status, suggesting that policymakers should differentiate subgroups when formulating future policies.

          Abstract

          This cross-sectional study uses international survey data to examine the association between parental education and the simultaneous manifestation of malnutrition of both parent and child in households in low- and middle-income countries.

          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.

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          Most cited references38

          • Record: found
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          Global nutrition transition and the pandemic of obesity in developing countries.

          Decades ago, discussion of an impending global pandemic of obesity was thought of as heresy. But in the 1970s, diets began to shift towards increased reliance upon processed foods, increased away-from-home food intake, and increased use of edible oils and sugar-sweetened beverages. Reductions in physical activity and increases in sedentary behavior began to be seen as well. The negative effects of these changes began to be recognized in the early 1990s, primarily in low- and middle-income populations, but they did not become clearly acknowledged until diabetes, hypertension, and obesity began to dominate the globe. Now, rapid increases in the rates of obesity and overweight are widely documented, from urban and rural areas in the poorest countries of sub-Saharan Africa and South Asia to populations in countries with higher income levels. Concurrent rapid shifts in diet and activity are well documented as well. An array of large-scale programmatic and policy measures are being explored in a few countries; however, few countries are engaged in serious efforts to prevent the serious dietary challenges being faced. © 2012 International Life Sciences Institute.
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            Dynamics of the double burden of malnutrition and the changing nutrition reality

            The double burden of malnutrition (DBM), defined as the simultaneous manifestation of both undernutrition and overweight and obesity, affects most low-income and middle-income countries (LMICs). This Series paper describes the dynamics of the DBM in LMICs and how it differs by socioeconomic level. This Series paper shows that the DBM has increased in the poorest LMICs, mainly due to overweight and obesity increases. Indonesia is the largest country with a severe DBM, but many other Asian and sub-Saharan African countries also face this problem. We also discuss that overweight increases are mainly due to very rapid changes in the food system, particularly the availability of cheap ultra-processed food and beverages in LMICs, and major reductions in physical activity at work, transportation, home, and even leisure due to introductions of activity-saving technologies. Understanding that the lowest income LMICs face severe levels of the DBM and that the major direct cause is rapid increases in overweight allows identifying selected crucial drivers and possible options for addressing the DBM at all levels.
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              Policy: Sustainable development goals for people and planet.

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                Author and article information

                Journal
                JAMA Netw Open
                JAMA Netw Open
                JAMA Network Open
                American Medical Association
                2574-3805
                24 January 2023
                January 2023
                24 January 2023
                : 6
                : 1
                : e2251727
                Affiliations
                [1 ]Vanke School of Public Health, Tsinghua University, Beijing, China
                [2 ]Institute for Healthy China, Tsinghua University, Beijing, China
                [3 ]Institute of Child and Adolescent Health, School of Public Health, Peking University, Beijing, China
                [4 ]National Health Commission Key Laboratory of Reproductive Health, Peking University, Beijing, China
                [5 ]Department of Global Health and Social Medicine, Harvard Medical School, Boston, Massachusetts
                [6 ]Division of Global Health Equity, Brigham and Women’s Hospital, Boston, Massachusetts
                [7 ]Harvard Center for Population and Development Studies, Cambridge, Massachusetts
                [8 ]Department of Social and Behavioral Sciences, Harvard T. H. Chan School of Public Health, Boston, Massachusetts
                Author notes
                Article Information
                Accepted for Publication: November 26, 2022.
                Published: January 24, 2023. doi:10.1001/jamanetworkopen.2022.51727
                Open Access: This is an open access article distributed under the terms of the CC-BY License. © 2023 Chen S et al. JAMA Network Open.
                Corresponding Authors: Zhihui Li, ScD, Vanke School of Public Health, Institute for Healthy China, Tsinghua University, 100084 Beijing, China ( zhihuili@ 123456tsinghua.edu.cn ); Ai Zhao, PhD, Vanke School of Public Health, Institute for Healthy China, Tsinghua University, 100084 Beijing, China ( aizhao18@ 123456tsinghua.edu.cn ).
                Author Contributions: Ms Chen and Dr Li had full access to all of the data in the study and take responsibility for the integrity of the data and the accuracy of the data analysis.
                Concept and design: Chen, Song, Subramanian, Li.
                Acquisition, analysis, or interpretation of data: Chen, Richardson, Kong, Ma, Zhao, Lu, Subramanian, Li.
                Drafting of the manuscript: Chen, Lu, Li.
                Critical revision of the manuscript for important intellectual content: Chen, Richardson, Kong, Ma, Zhao, Song, Subramanian, Li.
                Statistical analysis: Chen, Richardson, Kong, Li.
                Obtained funding: Li.
                Administrative, technical, or material support: Richardson, Ma, Li.
                Supervision: Zhao, Song, Lu, Subramanian, Li.
                Conflict of Interest Disclosures: None reported.
                Funding/Support: This research was supported by grant NO.SZSM202111001 from the Sanming Project of Medicine in Shenzhen and grant 72203119 from the National Natural Science Foundation of China.
                Role of the Funder/Sponsor: The funders had no role in the design and conduct of the study; collection, management, analysis, and interpretation of the data; preparation, review, or approval of the manuscript; and decision to submit the manuscript for publication.
                Data Sharing Statement: See Supplement 2.
                Article
                zoi221470
                10.1001/jamanetworkopen.2022.51727
                10408270
                36692884
                d27367cf-2ee0-4d7e-a181-d6e9b42db92e
                Copyright 2023 Chen S et al. JAMA Network Open.

                This is an open access article distributed under the terms of the CC-BY License.

                History
                : 8 August 2022
                : 26 November 2022
                Categories
                Research
                Original Investigation
                Online Only
                Global Health

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