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Chandrasenage D, Markey O, Johnson W, Haycraft E, Griffiths PL. Socioeconomic inequalities in early child development in children aged under 36 months in South Asia: A systematic review. Child Care Health Dev 2024; 50:e13171. [PMID: 37766416 DOI: 10.1111/cch.13171] [Citation(s) in RCA: 1] [Impact Index Per Article: 1.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 03/15/2023] [Revised: 07/19/2023] [Accepted: 08/16/2023] [Indexed: 09/29/2023]
Abstract
BACKGROUND In South Asia, 89 million children under 5 are at risk of not reaching their developmental potential. Household socioeconomic position (SEP) is a determinant of early child development (ECD). However, synthesised evidence for the association between ECD and SEP in young children in South Asia is not available. Therefore, this review synthesises evidence on the relationship of household SEP with ECD in children under 36 months of age in South Asia. METHOD PubMed, Cochrane Library, MEDLINE and Scopus were systematically searched to identify studies from South Asian countries that reported evidence on the association between SEP and ECD. Search terms included items related to motor, cognitive, language and socioemotional development. Study quality was assessed using the QualSyst tool, with three quality levels (high/medium/low), and a narrative review for each ECD outcome was constructed (PROSPERO registration: CRD42019131533). RESULTS Twelve of the 950 publications screened met the inclusion criteria (nine from India, two Nepal and one Bangladesh). The majority (n = 10, 83%) reported language development on its own or alongside another ECD outcome. Fewer articles assessed cognitive (n = 6, 50%), motor (n = 7, 58%) or socioemotional development (n = 3, 25%). Higher SEP was associated with better ECD for one third of the associations reported. One ECD outcome (socioemotional development) was negatively associated (with socioeconomic status) based on low quality evidence. Mother's education and family income were the major SEP constructs associated with ECD. One, four and seven studies were rated as having a low, medium and high risk of bias, respectively. CONCLUSION This review reveals the scarcity of evidence exploring associations between household SEP and ECD in children under 36 months in South Asia, especially outside of India. Enhancing evidence for associations between ECD and SEP is needed for evidence-based policy making to reduce developmental delays associated with a disadvantaged SEP in the South Asian region.
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Affiliation(s)
- Damith Chandrasenage
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
- Department of Social Statistics, Faculty of Social Sciences, University of Kelaniya, Sri Lanka
| | - Oonagh Markey
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - William Johnson
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Emma Haycraft
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
| | - Paula L Griffiths
- School of Sport, Exercise and Health Sciences, Loughborough University, Loughborough, UK
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Rothenberg SE, Korrick SA, Liu J, Nong Y, Nong H, Hong C, Trinh EP, Jiang X, Biasini FJ, Ouyang F. Maternal methylmercury exposure through rice ingestion and child neurodevelopment in the first three years: a prospective cohort study in rural China. Environ Health 2021; 20:50. [PMID: 33910568 PMCID: PMC8082930 DOI: 10.1186/s12940-021-00732-z] [Citation(s) in RCA: 12] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 11/01/2020] [Accepted: 04/15/2021] [Indexed: 05/03/2023]
Abstract
BACKGROUND Rice is an important dietary source for methylmercury; however, rice does not contain the same beneficial nutrients as fish. Our main objective was to assess associations of prenatal methylmercury exposure through rice ingestion with child neurodevelopment in rural China. METHODS Eligible peripartum women were enrolled (n = 391), provided peripartum hair samples, and children's neurodevelopment was assessed at 12 months (n = 264, 68%) and 36 months (n = 190, 48%) using the Bayley Scales of Infant Development, 2nd Edition, including the Mental Developmental Index (MDI) and the Psychomotor Developmental Index (PDI). Associations between prenatal methylmercury exposure during the third trimester [log2 maternal hair total mercury (THg)] and child's neurodevelopment were assessed using linear mixed models for repeated measures. RESULTS In adjusted models, a doubling in maternal hair THg corresponded to a 1.3-point decrement in the MDI score [95% confidence interval (CI): - 2.6, - 0.14], and a 1.2-point decrement in the PDI score (95% CI: - 2.6, 0.14). Overall, adverse associations between maternal hair THg and MDI scores attenuated over time. However, associations were robust and stable over time among children whose primary caregiver was their parent(s). During the study follow-up, an increasing proportion of children were raised by grandparents (12 months: 9% versus 36 months: 27%), a trend associated with rural-to-urban parental migration for work. CONCLUSIONS For young children living in rural China, a biomarker of prenatal methylmercury exposure was associated with decrements in cognitive function assessed between 12 and 36 months of age. Changes in the family structure over the study follow-up time interval potentially impacted children's sensitivity to prenatal methylmercury exposure.
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Affiliation(s)
- Sarah E Rothenberg
- College of Public Health and Human Sciences, Oregon State University, Corvallis, OR, USA.
| | - Susan A Korrick
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
| | - Jihong Liu
- Department of Epidemiology & Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Yanfen Nong
- Maternal and Child Health Hospital, Daxin County, China
| | - Hua Nong
- Maternal and Child Health Hospital, Daxin County, China
| | - Chuan Hong
- Department of Environmental Health Sciences, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Eva P Trinh
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
- Present address: Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Xu Jiang
- Department of Psychology, University of South Carolina, Columbia, SC, USA
- Present address: Department of Psychological Studies in Education, Temple University, Philadelphia, PA, USA
| | - Fred J Biasini
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Fengxiu Ouyang
- Ministry of Education and Shanghai Key Laboratory of Children's Environmental Health, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
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Rothenberg SE, Chen Q, Shen J, Nong Y, Nong H, Trinh EP, Biasini FJ, Liu J, Zeng X, Zou Y, Ouyang F, Korrick SA. Neurodevelopment correlates with gut microbiota in a cross-sectional analysis of children at 3 years of age in rural China. Sci Rep 2021; 11:7384. [PMID: 33795717 PMCID: PMC8016964 DOI: 10.1038/s41598-021-86761-7] [Citation(s) in RCA: 21] [Impact Index Per Article: 5.3] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/29/2020] [Accepted: 03/18/2021] [Indexed: 12/22/2022] Open
Abstract
We investigated cross-sectional associations between children's neurodevelopment and their gut microbiota composition. Study children (36 months of age) lived in rural China (n = 46). Neurodevelopment was assessed using the Bayley Scales of Infant Development, 2nd Edition, yielding the Mental Developmental Index (MDI) and Psychomotor Developmental Index (PDI). Children's gut microbiota was assessed using 16S rRNA gene profiling. Microbial diversity was characterized using alpha diversity patterns. Additionally, 3 coabundance factors were determined for the 25 most abundant taxa. Multivariable linear regression models were constructed to examine the relationships between Bayley scores (MDI and PDI) and children's gut microbiota. In adjusted models, MDI and PDI scores were not associated with alpha diversity indices. However, in adjusted models, MDI and PDI scores were positively associated with the first coabundance factor, which captured positive loadings for the genera Faecalibacterium, Sutterella, and Clostridium cluster XIVa. For an interquartile range increase in the first coabundance factor, MDI scores increased by 3.9 points [95% confidence interval (CI): 0, 7.7], while PDI scores increased by 8.6 points (95% CI 3.1, 14). Our results highlight the potential for gut microbial compositional characteristics to be important correlates of children's Bayley Scales performance at 36 months of age.
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Affiliation(s)
- Sarah E Rothenberg
- College of Public Health and Human Sciences, Oregon State University, 103 Milam Hall, Corvallis, OR, 97331, USA.
| | - Qiurong Chen
- Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, China
| | - Jian Shen
- Key Laboratory of Systems Biomedicine (Ministry of Education), Shanghai Center for Systems Biomedicine, Shanghai Jiao Tong University, Shanghai, China
| | - Yanfen Nong
- Maternal and Child Health Hospital, Daxin County, China
| | - Hua Nong
- Maternal and Child Health Hospital, Daxin County, China
| | - Eva P Trinh
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
- Centers for Disease Control and Prevention, Atlanta, GA, USA
| | - Fred J Biasini
- Department of Psychology, University of Alabama at Birmingham, Birmingham, AL, USA
| | - Jihong Liu
- Department of Epidemiology and Biostatistics, Arnold School of Public Health, University of South Carolina, Columbia, SC, USA
| | - Xiaoyun Zeng
- Department of Epidemiology and Statistics, School of Public Health, Guangxi Medical University, Nanning, Guangxi, China
| | - Yunfeng Zou
- Department of Toxicology, School of Public Health, Guangxi Medical University, Nanning, Guangxi, China
| | - Fengxiu Ouyang
- Ministry of Education and Shanghai Key Laboratory of Children's Environmental Health, Xinhua Hospital, Shanghai Jiao Tong University School of Medicine, Shanghai, China
| | - Susan A Korrick
- Channing Division of Network Medicine, Department of Medicine, Brigham and Women's Hospital and Harvard Medical School, Boston, MA, USA
- Department of Environmental Health, Harvard T.H. Chan School of Public Health, Boston, MA, USA
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Dhimal M, Karki KB, Aryal KK, Dhimal B, Joshi HD, Puri S, Pandey AR, Dhakal P, Sharma AK, Raya GB, Ansari I, Groneberg DA, Müller R, Kuch U. High blood levels of lead in children aged 6-36 months in Kathmandu Valley, Nepal: A cross-sectional study of associated factors. PLoS One 2017; 12:e0179233. [PMID: 28604801 PMCID: PMC5467890 DOI: 10.1371/journal.pone.0179233] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.1] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 03/01/2017] [Accepted: 05/25/2017] [Indexed: 11/18/2022] Open
Abstract
Young children are at greatest risk of exposure to lead and its effects. Although lead is one of the most widely used elements with known health hazard, there is little data on the blood lead level (BLL) of children in the Kathmandu Valley. Thus, this study aimed to assess factors associated with high BLL in children who were 6–36 months of age and resided in the Kathmandu Valley. In this hospital-based cross-sectional study 6–36 month-old children visiting the Paediatrics Outpatient Department of Tribhuvan University Teaching Hospital, Patan Hospital, and Siddhi Memorial Hospital were enrolled. All three hospitals are located in different areas inside the Kathmandu Valley. Written informed consent was obtained from the parents, and exposure data were collected using a structured questionnaire. Portable Anodic Stripping Voltammetry (ASV) was used to determine BLLs in children. Data were analyzed using SPSS version 16. Of 312 children enrolled in the study, 64.4% had BLLs ≥5μg/dl. A significant association was found between BLL and exposure to enamel paints in the household in the form of painting materials used in different parts of the house like walls, windows and doors (p = 0.001). Furthermore, multivariate analyses showed that BLLs were 4.5 times higher in children playing with dirt and dust (p = 0.006) and that children belonging to the community of lower caste/ethnicity groups had significantly higher BLLs compared to those from the upper caste groups (p = 0.02). Our study demonstrated that children living in households that have used enamel paints, children belonging to lower caste/ethnic groups, and children frequently playing with dirt and dust had significantly higher BLLs. The results of this study highlight the importance of policy decisions to limit environmental lead contamination, and to roll out awareness building measures designed to limit lead exposure and break the poverty cycle associated with chronic lead poisoning.
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Affiliation(s)
- Meghnath Dhimal
- Nepal Health Research Council (NHRC), Ramshah Path, Kathmandu, Nepal
- * E-mail:
| | | | | | - Bimala Dhimal
- Nepal Health Research Council (NHRC), Ramshah Path, Kathmandu, Nepal
| | - Hari Datt Joshi
- Nepal Health Research Council (NHRC), Ramshah Path, Kathmandu, Nepal
| | - Sajan Puri
- Nepal Health Research Council (NHRC), Ramshah Path, Kathmandu, Nepal
| | - Achyut Raj Pandey
- Nepal Health Research Council (NHRC), Ramshah Path, Kathmandu, Nepal
| | - Purushotam Dhakal
- Nepal Health Research Council (NHRC), Ramshah Path, Kathmandu, Nepal
| | - Arun Kumar Sharma
- Department of Pediatrics, Tribhuvan University Teaching Hospital, Kathmandu, Nepal
| | | | - Imran Ansari
- Department of Pediatrics, Patan Academy of Health Sciences, Lalitpur, Nepal
| | - David A. Groneberg
- Institute of Occupational Medicine, Social Medicine and Environmental Medicine, Goethe University, Frankfurt am Main, Germany
| | - Ruth Müller
- Institute of Occupational Medicine, Social Medicine and Environmental Medicine, Goethe University, Frankfurt am Main, Germany
| | - Ulrich Kuch
- Institute of Occupational Medicine, Social Medicine and Environmental Medicine, Goethe University, Frankfurt am Main, Germany
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Bradley RH. Constructing and Adapting Causal and Formative Measures of Family Settings: The HOME Inventory as Illustration. JOURNAL OF FAMILY THEORY & REVIEW 2015; 7:381-414. [PMID: 26997978 PMCID: PMC4795993 DOI: 10.1111/jftr.12108] [Citation(s) in RCA: 34] [Impact Index Per Article: 3.4] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 07/11/2014] [Accepted: 02/04/2015] [Indexed: 06/05/2023]
Abstract
Measures of the home environment are frequently used in studies of children's development. This review provides information on indices composed of causal and formative indicators (the kind of indicators often used to capture salient aspects of family environments) and to suggest approaches that may be useful in constructing such measures for diverse populations. The HOME Inventory is used to illustrate challenges scholars face in determining what to include in useful measures of family settings. To that end, a cross-cultural review of research on relations among HOME, family context, and child outcomes is presented. The end of the review offers a plan for how best to further research on relations between the home environment and child development for diverse populations.
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Parajuli RP, Umezaki M, Fujiwara T, Watanabe C. Association of cord blood levels of lead, arsenic, and zinc and home environment with children neurodevelopment at 36 months living in Chitwan Valley, Nepal. PLoS One 2015; 10:e0120992. [PMID: 25803364 PMCID: PMC4372553 DOI: 10.1371/journal.pone.0120992] [Citation(s) in RCA: 23] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [MESH Headings] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/05/2014] [Accepted: 02/09/2015] [Indexed: 11/30/2022] Open
Abstract
Background Inconsistent results continue to be reported from studies linking low-level prenatal lead exposure and child development. Because of limited earlier epidemiological studies with birth cohort follow up design, it still remains inconclusive that either the associations of cord blood level of toxic, and essential elements, and postnatal raising environment on neurodevelopment of children remains constant throughout childhood or change over time. Aims This study aims to investigate the influence of in utero toxic [lead (Pb) and arsenic (As)] and essential elements [zinc (Zn)] levels on neurodevelopment of 36 months children in Chitwan valley, Nepal taking the postnatal environment into account. Study Designs and Subjects In this birth cohort study, participants (N=100 mother-infants’ pairs) were recruited in Chitwan district, Nepal. We measured Pb, As and Zn concentrations in cord blood. Postnatal raising environment (i.e., Home score or home environment hereafter) was evaluated using Home Observation for Measurement of Environment (HOME) scale. Neurodevelopment of children at 36 months of age (n=70) were assessed using Bayley Scale of Infant Development, Second Edition (BSID II). Multivariate regression was performed (n=70) to see the association of in utero toxic and essential elements level and home environment with neurodevelopment score adjusted for covariates. Results Cord blood levels of Pb, As and Zn were not associated with any BSID II cluster scores of 36 months children. The children with relatively superior HOME score and concurrent nutritional status (weight at 36 months) showed better cognitive development (i.e., MDI scores) and motor functions than their counterparts, respectively. Conclusion In this general population in Nepal, prenatal Pb, As and Zn levels are not important determinants of the neurodevelopment of 36- month-old children while a consistent beneficial effect of a stimulating home environment on neurodevelopmental indicators is continued.
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Affiliation(s)
- Rajendra Prasad Parajuli
- Department of Human Ecology, Graduate School of Medicine, University of Tokyo, 7-3-1, Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
- International Institute for Child Rights and Development (IICRD), PO Box 8646 Victoria Main, Victoria, British Columbia, V8W 3S2, Canada
- Basu Laboratory, CINE Building, Macdonald Campus, Faculty of Agricultural and Environmental Sciences, McGill University, Montreal, Quebec, Canada, H9X 3V9
- * E-mail:
| | - Masahiro Umezaki
- Department of Human Ecology, Graduate School of Medicine, University of Tokyo, 7-3-1, Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
| | - Takeo Fujiwara
- Department of Social Medicine, National Research Institute for Child Health and Development, 2-10-1, Okura, Setagaya-ku, 157-8535 Tokyo, Japan
| | - Chiho Watanabe
- Department of Human Ecology, Graduate School of Medicine, University of Tokyo, 7-3-1, Hongo, Bunkyo-ku, Tokyo, 113-0033, Japan
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Parajuli RP, Fujiwara T, Umezaki M, Watanabe C. Home environment and cord blood levels of lead, arsenic, and zinc on neurodevelopment of 24 months children living in Chitwan Valley, Nepal. J Trace Elem Med Biol 2015; 29:315-20. [PMID: 25213681 DOI: 10.1016/j.jtemb.2014.08.006] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2014] [Revised: 07/17/2014] [Accepted: 08/17/2014] [Indexed: 11/22/2022]
Abstract
In a birth cohort living in Chitwan Valley, lowland Nepal, we have previously reported inverse associations between in utero levels of lead (Pb), arsenic (As) and neurodevelopment at birth measured by the Brazelton Neonatal Behavioral Assessment Scale, third edition (NBAS III). In the present paper, a follow-up of the same cohort was made on 24-month-old infants regarding the neurodevelopmental effects of these metals, taking the postnatal environment into account. In total, the same100 mother-infant pairs as the previous study, whose Pb, As, and Zn concentrations in cord blood were known, were recruited. Postnatal raising environment was evaluated using the Home Observation for Measurement of Environment (HOME) scale. Neurodevelopment of children at 24 months of age (n=74) was assessed using the Bayley Scale of Infant Development, Second Edition (BSID II). Multivariable regression adjusting for covariates was performed to determine the associations of in utero levels of toxic and essential elements and the home environment with neurodevelopment scores. Unlike the NBAS III conducted for newborns, none of the BSID II cluster scores in 24-month-old infants were associated with cord blood levels of Pb, As, and Zn. The total HOME score was positively associated with the mental development scale (MDI) score (coefficient=0.67, at 95% CI=0.03 to 1.31). In this cohort, a detrimental effect of in utero Pb and As on neurodevelopmental indicators observed at birth disappeared at 24 months, while an association between neurodevelopment and home environment continued.
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Affiliation(s)
- Rajendra Prasad Parajuli
- Department of Human Ecology, Graduate School of Medicine, University of Tokyo, 7-3-1, Hongo, Bunkyo-ku, Tokyo 113-0033, Japan; International Institute for Child Rights and Development (IICRD), PO Box 8646 Victoria Main, Victoria, BC, Canada V8W 3S2.
| | - Takeo Fujiwara
- Department of Social Medicine, National Research Institute for Child Health and Development, 2-10-1, Okura, Setagaya-ku, 157-8535 Tokyo, Japan
| | - Masahiro Umezaki
- Department of Human Ecology, Graduate School of Medicine, University of Tokyo, 7-3-1, Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
| | - Chiho Watanabe
- Department of Human Ecology, Graduate School of Medicine, University of Tokyo, 7-3-1, Hongo, Bunkyo-ku, Tokyo 113-0033, Japan
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