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Gansaonré RJ, Moore L, Kobiané JF, Sié A, Haddad S. Stunting and academic trajectory in urban settings of Burkina Faso. PLoS One 2024; 19:e0314051. [PMID: 39661585 PMCID: PMC11633982 DOI: 10.1371/journal.pone.0314051] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/16/2023] [Accepted: 11/04/2024] [Indexed: 12/13/2024] Open
Abstract
BACKGROUND Impaired growth in childhood can lead to poor cognitive development and low school performance. However, literature on the effects of stunting on school trajectory is very limited. The primary objective of this research was to estimate the age at which children start school according to levels of height-for-age z-score (stunting). A second objective was to estimate the gain in terms of age at school entry associated with an improvement in height-for-age z-score. A third objective was to explore the relationship between stunting, grade repetition, and school dropout. METHODS We used longitudinal data from the Ouagadougou (Burkina Faso) Health and Demographic Surveillance System. Data from a 2010 health survey of children under 5 years of age were merged with subsequent longitudinal schooling data. The study included 767 children globally who participated in the health and education surveys. Education data allowed us to apprehend academic trajectory measured by age at school entry, repetition, and dropout. The health survey gathered anthropometric information that was used to measure stunting. The adjusted age at school entry was estimated using a Poisson model. The gain represents the difference in adjusted age at school entry for different values of height-for-age. The relationship between stunting and grade repetition and dropout was studied using a discrete-time survival model. RESULTS Results showed that children entered school on average at 5.7 years old, and the incidence of grade repetition and dropout was 17.7 and 6.6 per 100 persons-years, respectively. The adjusted age at school entry of severely stunted children was 6.2 years [95% confidence intervals (CI): 6.1; 6.3] compared to 5.1 years [95% CI: 5.0; 5.3] for children who had normal growth. The difference (gain) in adjusted age at school entry between severely and non-stunted children was thus 1.06 [95% CI: 0.87; 1.25] years. If a child's growth changed from severe stunting to normal growth, their risk of repeating a grade decreased by 5.0 [95% CI: 0.0; 9.0] per 100 persons-years. We did not observe a relationship between height-for-age and dropout. CONCLUSION The results show that schooling is affected in several ways for children who are stunted. The age at school entry of stunted children is more likely to be delayed. Also, being stunted is associated with higher incidence of grade repetition. However, the relationship between stunting and dropout was inconclusive.
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Affiliation(s)
- Rabi Joël Gansaonré
- Faculté de Médecine, Département de Médecine Sociale et Préventive, Université Laval, Québec, QC, Canada
- VITAM–Centre de Recherche en Santé Durable de l’Université Laval, Québec, QC, Canada
| | - Lynne Moore
- Faculté de Médecine, Département de Médecine Sociale et Préventive, Université Laval, Québec, QC, Canada
- Axe Santé des Populations et Pratiques Optimales en Santé, Traumatologie–Urgence-Soins intensifs, Centre de Recherche du CHU de Québec ‐ Université Laval (Hôpital de l’Enfant-Jésus), Université Laval, Québec, QC, Canada
| | - Jean-François Kobiané
- Institut Supérieur des Sciences de la Population, Université Joseph Ki-Zerbo, Ouagadougou, Burkina Faso
| | - Aly Sié
- Centre de Recherche en Santé de Nouna, Nouna, Burkina Faso
| | - Slim Haddad
- VITAM–Centre de Recherche en Santé Durable de l’Université Laval, Québec, QC, Canada
- Direction de la Santé Publique, Centre Intégré Universitaire de Santé et de Services Sociaux de la Capitale-Nationale, Québec, QC, Canada
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Gutiérrez L, Bartelt L. Current Understanding of Giardia lamblia and Pathogenesis of Stunting and Cognitive Deficits in Children from Low- and Middle-Income Countries. CURRENT TROPICAL MEDICINE REPORTS 2024; 11:28-39. [PMID: 38993355 PMCID: PMC11238937 DOI: 10.1007/s40475-024-00314-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Accepted: 01/10/2024] [Indexed: 07/13/2024]
Abstract
Purpose of Review Giardia lamblia is a common intestinal parasite worldwide, mainly in children from low- and middle-income countries (LMIC). Also, it has been associated with increased intestinal permeability, stunting, and cognitive impairment. Nonetheless, the pathogenesis of long-term consequences is difficult to elucidate. Recent Findings Recent studies try to understand the long-term consequences of Giardia infections. First, well-characterized studies associate Giardia with intestinal damage and child growth. Second, infections appear not to be associated with inflammation, but "lack of inflammation" may not, however, entirely exclude a pro-inflammatory pathway. Finally, some important amino acids are lower and could contribute to prolongate stunting and cognitive deficit. Summary Giardia infections in LMIC used to be associated with child growth shortfalls, gut permeability, and cognitive deficits. Multifactorial effects could be associated with Giardia, including nutritional, altered microbiota, and generation of potentially toxic microbial metabolic byproducts, all together increasing risk of long-term outcomes.
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Affiliation(s)
- Lester Gutiérrez
- Centro de Investigación de Enfermedades Tropicales (CIET), Faculty of Microbiology, University of Costa Rica, San José, Costa Rica
| | - Luther Bartelt
- Departments of Medicine, Center for Gastrointestinal Biology and Disease, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
- Division of Infectious Diseases, Department of Medicine, University of North Carolina, Chapel Hill, NC, USA
- Department of Microbiology and Immunology, University of North Carolina at Chapel Hill, Chapel Hill, NC, USA
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Upadhyay RP, Pathak BG, Raut SV, Kumar D, Singh D, Sudfeld CR, Strand TA, Taneja S, Bhandari N. Linear growth beyond 24 months and child neurodevelopment in low- and middle-income countries: a systematic review and meta-analysis. BMC Pediatr 2024; 24:101. [PMID: 38331737 PMCID: PMC10851505 DOI: 10.1186/s12887-023-04521-0] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 06/21/2023] [Accepted: 12/31/2023] [Indexed: 02/10/2024] Open
Abstract
AIM To synthesize available evidence on the association between change in linear growth (height for age z score, HAZ) beyond the first two years of life with later child neurodevelopment outcomes in Low- and middle-income countries (LMICs). METHODS We searched PubMed, Web of Science, and EMBASE for cohort studies on the association between change in HAZ after age two and neurodevelopment outcomes in middle or late childhood. Data extraction was done independently by two reviewers. RESULTS A total of 21 studies, that included 64,562 children from 13 LMICs were identified. Each unit increase in change in HAZ above two years is associated with a + 0.01 increase (N = 8 studies, 27,393 children) in the cognitive scores at 3.5 to 12 years of age and a + 0.05-standard deviation (SD) increase (95% CI 0.02 to 0.08, N = 3 studies, 17,830 children) in the language score at 5 to 15 years of age. No significant association of change in HAZ with motor (standardized mean difference (SMD) 0.04; 95% CI: -0.10, 0.18, N = 1 study, 966 children) or socio-emotional scores (SMD 0.00; 95% CI: -0.02, 0.01, N = 4 studies, 14,616 participants) was observed. CONCLUSION Changes in HAZ after the first two years of life appear to have a small or no association with child neurodevelopment outcomes in LMICs.
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Affiliation(s)
| | | | | | | | | | | | | | - Sunita Taneja
- Society for Applied Studies, 45 Kalu Sarai, New Delhi, 110016, India
| | - Nita Bhandari
- Society for Applied Studies, 45 Kalu Sarai, New Delhi, 110016, India
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Freer J, Orr J, Morris JK, Walton R, Dunkel L, Storr HL, Prendergast AJ. Short stature and language development in the United Kingdom: a longitudinal analysis of children from the Millennium Cohort Study. BMC Med 2022; 20:468. [PMID: 36464678 PMCID: PMC9721056 DOI: 10.1186/s12916-022-02680-y] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 08/11/2022] [Accepted: 11/24/2022] [Indexed: 12/12/2022] Open
Abstract
BACKGROUND In low- and middle-income countries, poverty and impaired growth prevent children from meeting their cognitive developmental potential. There are few studies investigating these relationships in high-income settings. METHODS Participants were 12,536 children born between 2000 and 2002 in the UK and participating in the Millennium Cohort Study (MCS). Short stature was defined as having a height-for-age 2 or more standard deviations below the median (≤ - 2 SDS) at age 3 years. Standardized British Abilities Scales II (BAS II) language measures, used to assess language development at ages 3, 5, 7 and 11 years, were the main outcome assessed. RESULTS Children with short stature at age 3 years (4.1%) had language development scores that were consistently lower from ages 3 to 11 years (- 0.26 standard deviations (SD) (95% CI - 0.37, - 0.15)). This effect was attenuated but remained significant after adjustment for covariates. Trajectory analysis produced four distinct patterns of language development scores (low-declining, low-improving, average and high). Multinomial logistic regression models showed that children with short stature had a higher risk of being in the low-declining group, relative to the average group (relative risk ratio (RRR) = 2.11 (95% CI 1.51, 2.95)). They were also less likely to be in the high-scoring group (RRR = 0.65 (0.52, 0.82)). Children with short stature at age 3 years who had 'caught up' by age 5 years (height-for-age ≥ 2 SDS) did not have significantly different scores from children with persistent short stature, but had a higher probability of being in the high-performing group than children without catch-up growth (RRR = 1.84 (1.11, 3.07)). CONCLUSIONS Short stature at age 3 years was associated with lower language development scores at ages 3 to 11 years in UK children. These associations remained significant after adjustment for socioeconomic, child and parental factors.
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Affiliation(s)
| | - Joanna Orr
- Queen Mary University of London, London, UK
| | | | | | - Leo Dunkel
- Queen Mary University of London, London, UK
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The associations between stunting and wasting at 12 months of age and developmental milestones delays in a cohort of Cambodian children. Sci Rep 2022; 12:17859. [PMID: 36284133 PMCID: PMC9596435 DOI: 10.1038/s41598-022-22861-2] [Citation(s) in RCA: 0] [Impact Index Per Article: 0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 05/12/2022] [Accepted: 10/20/2022] [Indexed: 01/20/2023] Open
Abstract
Worldwide, over 250 million children under 5 years do not reach their developmental potential due to several causes, including malnutrition. In Cambodia, the prevalence of stunting and wasting among children remains high. This prospective cohort study aimed to assess acquisition of motor and cognitive developmental milestones in early childhood and their associations with stunting and wasting. Children aged from 0 to 24 months were recruited from three provinces in Cambodia and followed up to seven times from March 2016 to June 2019, until their 5 years. Data collection included anthropometry and developmental milestones. Seven motor and seven cognitive milestones were evaluated using the Cambodian Development Milestone Assessment Tool. Associations were assessed with parametric survival models. Hazard ratios (HR) below 1 stood for lower probabilities for achieving developmental milestones. Data were available for 7394 children. At 12 months, the prevalence of stunting and wasting were 23.7% and 9.6% respectively. Both were consistently associated with delays in most motor and cognitive milestones. Stunting was strongly associated with delays in gross motor milestones (HR < 0.85; p < 0.001). Wasting was more strongly associated with delays in fine motor development and most cognitive milestones (HR < 0.75; p < 0.001). Promoting nutritional programs in the first 1000 days to prevent malnutrition is essential to further the optimal growth and motor and cognitive development of Cambodian children.
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Gansaonré RJ, Moore L, Bleau LP, Kobiané JF, Haddad S. Stunting, age at school entry and academic performance in developing countries: A systematic review and meta-analysis. Acta Paediatr 2022; 111:1853-1861. [PMID: 35691004 DOI: 10.1111/apa.16449] [Citation(s) in RCA: 1] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 12/29/2021] [Revised: 05/12/2022] [Accepted: 06/09/2022] [Indexed: 11/30/2022]
Abstract
AIM To review evidence of the effects of stunting, or height-for-age, on schooling level and schooling trajectories, defined as the combination of school entry age, grade repetition, and dropouts. METHODS We conducted a systematic review of studies (last update March 20, 2021) that assessed the association between stunting, or height-for-age, and at least one component of school trajectory using five databases (PubMed, Embase, Education Resources Information Center (ERIC), Web of Science and PsycINFO). Two independent reviewers performed study selection and data extraction. Pooled effects were calculated using the generic inverse variance weighting random effect model. The risk of bias was assessed using the ROBINS-I tool. PROSPERO ID CRD42020198346. RESULTS We screened 3944 articles and 16 were eligible for the qualitative and quantitative synthesis. Meta-analysis showed that an increase in height-for-age leads to an increase in early enrollment [OR=1.34 (95% CI, 1.07-1.67)], a reduction in late enrollment [OR=0.63 (95% CI, 0.51-0.78)], an increase in schooling level [MD=0.24 (95% CI, 0.14-0.34)], and a reduction of school overage [OR=0.79 (95% CI, 0.70-0.90)]. Stunted children were more likely to repeat a grade than non-stunted [OR=1.59 (95% CI, 1.18-2.14). CONCLUSION This review suggests that stunting in childhood might negatively affect school trajectories. Future research should evaluate the effect of stunting on school trajectories and the modification effect of socioeconomic status.
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Affiliation(s)
- Rabi Joël Gansaonré
- Département de Médecine Sociale et Préventive, Faculté de Médecine, Université Laval, Québec, QC, Canada
| | - Lynne Moore
- Département de Médecine Sociale et Préventive, Faculté de Médecine, Université Laval, Québec, QC, Canada.,Axe Santé des Populations et Pratiques Optimales en Santé, Traumatologie-Urgence-Soins intensifs, Centre de Recherche du CHU de Québec - Université Laval (Hôpital de l'Enfant-Jésus), Université Laval, Québec, QC, Canada
| | - Louis-Philippe Bleau
- VITAM - Centre de recherche en santé durable de l'Université Laval, Québec, QC, Canada
| | - Jean-François Kobiané
- Institut Supérieur des Sciences de la Population, Université Joseph Ki-Zerbo, Ouagadougou, Burkina Faso
| | - Slim Haddad
- Département de Médecine Sociale et Préventive, Faculté de Médecine, Université Laval, Québec, QC, Canada
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Nguyen PH, Walia M, Pant A, Menon P, Scott S. Changes in anemia and anthropometry during adolescence predict learning outcomes: findings from a 3-year longitudinal study in India. Am J Clin Nutr 2022; 115:1549-1558. [PMID: 35134822 PMCID: PMC9170477 DOI: 10.1093/ajcn/nqac028] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 09/24/2021] [Accepted: 01/27/2022] [Indexed: 11/13/2022] Open
Abstract
BACKGROUND Anemia and poor physical growth during adolescence have far-ranging consequences, but limited longitudinal evidence exists on how changes in these factors relate to changes in learning skills as adolescents mature. OBJECTIVES We examined the association between changes in anemia and physical growth during adolescence and learning outcomes. METHODS We used longitudinal data from the Understanding the Lives of Adolescents and Young Adults (UDAYA) project, which surveyed adolescents aged 10-19 y in northern India in 2015-2016 and 2018-2019 (n = 5963). We used multilevel mixed-effects logistic regression models to examine associations between changes in anemia/thinness/stunting status (4 groups: never, improved, new, and persistent) and reading (ability to read a story) and math proficiency (ability to solve division problems) at follow-up. RESULTS Persistent anemia and stunting were higher among girls than among boys (46% compared with 8% and 37% compared with 14%, respectively), but persistent thinness was lower (7% compared with 16%). Improvement in anemia, thinness, and stunting was 1.4-1.7 times higher among boys than among girls. Boys who were anemic in both waves were 74% [adjusted odds ratio (AOR): 0.26; 95% CI: 0.12, 0.59] and 65% (AOR: 0.35; 95% CI: 0.16, 0.76) less likely to be able to read a story and solve division problems, respectively, than boys who were nonanemic in both waves. Persistent thinness in boys was negatively associated with both reading (AOR: 0.37; 95% CI: 0.21, 0.66) and math proficiency (AOR: 0.27; 95% CI: 0.16, 0.46). Persistent stunting contributed to lower reading and math proficiency in boys and girls (AORs: 0.29-0.46). Boys whose anemia or thinness status improved and girls whose stunting status improved had similar learning skills at follow-up as those who were never anemic/thin/stunted. CONCLUSIONS Persistent anemia, thinness, and short stature during adolescence were associated with poor learning. Programs targeted at adolescents should contribute to nurturing environments that foster healthy growth and learning.
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Affiliation(s)
| | - Monika Walia
- Poverty, Health and Nutrition Division, International Food Policy Research Institute, New Delhi, India
| | - Anjali Pant
- Poverty, Health and Nutrition Division, International Food Policy Research Institute, New Delhi, India
| | - Purnima Menon
- Poverty, Health and Nutrition Division, International Food Policy Research Institute, New Delhi, India
| | - Samuel Scott
- Poverty, Health and Nutrition Division, International Food Policy Research Institute, New Delhi, India
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Nguyen PH, Tran LM, Khuong LQ, Young MF, Duong TH, Nguyen HC, DiGirolamo AM, Martorell R, Ramakrishnan U. Child Linear Growth During and After the First 1000 Days Is Positively Associated with Intellectual Functioning and Mental Health in School-Age Children in Vietnam. J Nutr 2021; 151:2816-2824. [PMID: 34113979 PMCID: PMC8417934 DOI: 10.1093/jn/nxab182] [Citation(s) in RCA: 6] [Impact Index Per Article: 1.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/14/2021] [Revised: 04/01/2021] [Accepted: 05/14/2021] [Indexed: 01/22/2023] Open
Abstract
BACKGROUND Millions of children fail to meet their developmental potential and experience mental health concerns globally. Evidence is mixed on whether growth beyond the first 1000 d of life influences intellectual functioning and mental health in school-age children. OBJECTIVES We examined associations of childhood growth before and after the first 1000 d of life with child intellectual functioning and mental health at age 6-7 y. METHODS We used data from a follow-up of a randomized controlled trial of preconception supplementation (PRECONCEPT study) in Vietnam. A total of 5011 women participated in the study and 1579 children were born during 2012-2014. At age 6-7 y, child intellectual functioning was assessed using the Wechsler Intelligence Scale for Children, and mental health concerns were measured using the Strengths and Difficulties Questionnaire. Multivariable linear models were used to examine the independent association of child size at age 2 y [height-for-age z-score (HAZ) and body-mass-index z-score (BMIZ)] and conditional measures of linear and ponderal growth between the ages of 2 and 7 y. RESULTS HAZ at 2 y was positively associated with the Full-Scale Intelligence Quotient (β = 1.4; 95% CI: 0.5, 2.2 points) and its subdomains, namely Perceptual Reasoning Index, Working Memory Index, and Processing Speed Index (β = 1.0-1.4 points). Higher HAZ at 2 y was associated with lower overall mental health concerns (β = -0.24; 95% CI: -0.47, -0.01) and peer problems (β = -0.08; 95% CI: -0.17, -0.01). Faster height gain between 2 and 7 y was associated with higher total intellectual functioning (β = 0.9; 95% CI: 0.02, 1.8) and fewer emotional issues (β = -0.09; 95% CI: -0.18, -0.01). BMIZ at 2 y was not associated with intellectual functioning but was marginally associated with higher conduct and peer problems. Conditional weight gain between 2 and 7 y was not associated with child intellectual functioning or mental health in young school-age children. CONCLUSIONS Child linear growth both during and beyond the first 1000 d is positively associated with intellectual functioning and mental health during the early school-age years.
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Affiliation(s)
| | - Lan Mai Tran
- Thai Nguyen National Hospital, Thai Nguyen, Vietnam
| | | | - Melissa F Young
- Hubert Department of Global Health, Emory University, Atlanta, GA, USA
| | - Thai Hong Duong
- Thai Nguyen University of Pharmacy and Medicine, Thai Nguyen, Vietnam,Thai Nguyen National Hospital, Thai Nguyen, Vietnam
| | - Hoang Cong Nguyen
- Thai Nguyen University of Pharmacy and Medicine, Thai Nguyen, Vietnam,Thai Nguyen National Hospital, Thai Nguyen, Vietnam
| | | | | | - Usha Ramakrishnan
- Hubert Department of Global Health, Emory University, Atlanta, GA, USA
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Dhingra S, Pingali PL. Effects of short birth spacing on birth-order differences in child stunting: Evidence from India. Proc Natl Acad Sci U S A 2021; 118:e2017834118. [PMID: 33602815 PMCID: PMC7923660 DOI: 10.1073/pnas.2017834118] [Citation(s) in RCA: 16] [Impact Index Per Article: 4.0] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/18/2022] Open
Abstract
Do firstborn children have a height advantage? Empirical findings have found mostly that, yes, second or higher-order children often lag behind firstborns in height outcomes, especially in developing countries. However, empirical investigations of birth-order effects on child height overlook the potential impact that birth spacing can have. We provide an explanation for the negative birth-order effect on stunting outcomes for young Indian children and show it is driven by short preceding-birth spacing. We find that firstborn children are taller than children of higher birth order: The height-for-age gap for third (or higher)-order children is twice the gap for children second in birth order. However, this pattern is observed when spacing between later-born children and their immediate elder siblings is fewer than 3 y. Interestingly, the firstborn height advantage disappears when later-born children are born at least 3 y after their elder siblings. Thus, our findings indicate that spacing length between children explains differences in height, over birth order. Although India's family planning policy has resulted in a substantial reduction in total fertility, its achievement in spacing subsequent births has been less impressive. In showing that spacing can alleviate or aggravate birth-order effects on attained height, our study fills an evidence gap: Reducing fertility alone may not be sufficient in overcoming negative birth-order effects. To reduce the detrimental effects of birth order on child stunting, policy responses-and therefore research priorities-require a stronger focus on increasing the time period between births.
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Affiliation(s)
- Sunaina Dhingra
- Tata-Cornell Institute for Agriculture and Nutrition, Charles H. Dyson School of Applied Economics and Management, Cornell University, Ithaca, NY 14853
| | - Prabhu L Pingali
- Tata-Cornell Institute for Agriculture and Nutrition, Charles H. Dyson School of Applied Economics and Management, Cornell University, Ithaca, NY 14853
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Lee GO, Schillinger R, Shivakumar N, Whyte S, Huq S, Ochieng Konyole S, Chileshe J, Paredes-Olortegui M, Owino V, Yazbeck R, Kosek MN, Kelly P, Morrison D. Optimisation, validation and field applicability of a 13C-sucrose breath test to assess intestinal function in environmental enteropathy among children in resource poor settings: study protocol for a prospective study in Bangladesh, India, Kenya, Jamaica, Peru and Zambia. BMJ Open 2020; 10:e035841. [PMID: 33203623 PMCID: PMC7674092 DOI: 10.1136/bmjopen-2019-035841] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 11/20/2019] [Revised: 05/08/2020] [Accepted: 10/23/2020] [Indexed: 12/28/2022] Open
Abstract
INTRODUCTION Environmental enteropathy (EE) is suspected to be a cause of growth faltering in children with sustained exposure to enteric pathogens, typically in resource-limited settings. A major hindrance to EE research is the lack of sensitive, non-invasive biomarkers. Current biomarkers measure intestinal permeability and inflammation, but not the functional capacity of the gut. Australian researchers have demonstrated proof of concept for an EE breath test based on using naturally 13C-enriched sucrose, derived from maize, to assay intestinal sucrase activity, a digestive enzyme that is impaired in villus blunting. Here, we describe a coordinated research project to optimise, validate and evaluate the usability of a breath test protocol based on highly enriched 13C-sucrose to quantify physiological dysfunction in EE in relevant target populations. METHODS AND ANALYSIS We use the 13C-sucrose breath test (13C-SBT) to evaluate intestinal sucrase activity in two phases. First, an optimisation and validation phase will (1) confirm that a 13C-SBT using highly enriched sucrose tracers reports similar information to the naturally enriched 13C-SBT; (2) examine the dose-response relationship of the test to an intestinal sucrase inhibitor; (3) validate the 13C-SBT in paediatric coeliac disease (4) validate the highly enriched 13C-SBT against EE defined by biopsy in adults and (5) validate the 13C-SBT against EE defined by the urinary lactulose:rhamnose ratio (LR) among children in Peru. Second, a cross-sectional study will be conducted in six resource-limited countries (Bangladesh, India, Jamaica, Kenya, Peru and Zambia) to test the usability of the optimised 13C-SBT to assess EE among 600 children aged 12-15 months old. ETHICS AND DISSEMINATION Ethical approval will be obtained from each participating study site. By working as a consortium, the test, if shown to be informative of EE, will demonstrate strong evidence for utility across diverse, low-income and middle-income country paediatric populations. TRIAL REGISTRATION NUMBER NCT04109352; Pre-results.
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Affiliation(s)
- Gwenyth O Lee
- Department of Epidemiology, University of Michigan, Ann Arbor, Michigan, USA
| | - Robert Schillinger
- Scottish Universities Environmental Research Centre, University of Glasgow, Glasgow, UK
| | - Nirupama Shivakumar
- Division of Nutrition, Saint John's Research Institute, Bangalore, Karnataka, India
| | - Sherine Whyte
- Caribbean Institute for Health Research (formerly, Tropical Medicine Research Institute), University of the West Indies at Mona, Mona, Saint Andrew, Jamaica
| | - Sayeeda Huq
- Nutrition and Clinical Services Division, International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | | | - Justin Chileshe
- Department of Nutritional Sciences, Masinde Muliro University of Science and Technology, Kakamega, Kenya
| | - Maribel Paredes-Olortegui
- Research and Development Area, Asociaciόn Benéfica Proyectos de Informática, Salud, Medicina, y Agricultura (A.B. PRISMA), Iquitos, Loreto, Peru
| | - Victor Owino
- Nutritional and Health Related Environmental Studies Section, Division of Human Health, International Atomic Energy Agency, Vienna, Austria
| | - Roger Yazbeck
- Department of Surgery, College of Medicine and Public Health, Flinders University, Adelaide, South Australia, Australia
- Flinders Centre for Innovation in Cancer, Flinders University, Adelaide, South Australia, Australia
| | - Margaret N Kosek
- Research and Development Area, Asociaciόn Benéfica Proyectos de Informática, Salud, Medicina, y Agricultura (A.B. PRISMA), Iquitos, Loreto, Peru
- Division of Infectious Diseases & International Health, University of Virginia, Charlottesville, Virginia, USA
| | - Paul Kelly
- Blizard Institute, Barts and The London School of Medicine, London, UK
- Tropical Gastroenterology and Nutrition group, University of Zambia School of Medicine, Lusaka, Lusaka, Zambia
| | - Douglas Morrison
- Scottish Universities Environmental Research Centre, University of Glasgow, Glasgow, UK
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Leung M, Krishna A, Yang S, Bassani DG, Roth DE. Linear growth and mid-childhood cognitive outcomes in three birth cohorts of term-born children: an approach to integrating three growth models to explore critical windows. BMJ Open 2020; 10:e036850. [PMID: 32847909 PMCID: PMC7451285 DOI: 10.1136/bmjopen-2020-036850] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 12/30/2022] Open
Abstract
OBJECTIVE To illustrate that a mediation framework can help integrate inferences from three growth models to enable a comprehensive view of the associations between growth during specific developmental windows and mid-childhood IQ. DESIGN We analysed direct and indirect associations between mid-childhood IQ and length/height growth in five early-life age intervals bounded by conception, birth, early, mid and late infancy, and mid-childhood using estimates from three growth models (lifecourse, conditional change and change score) applied to three historical birth cohorts. PARTICIPANTS AND SETTING 12 088 term-born children from the Collaborative Perinatal Project (CPP) in the USA (n=2170), the Promotion of Breastfeeding Intervention Trial (PROBIT) in Belarus (n=8275) and the Cebu Longitudinal Health and Nutrition Survey (CLHNS) in the Philippines (n=1643). PRIMARY OUTCOME MEASURE Mid-childhood IQ. RESULTS Our analyses revealed cross-cohort and cross-interval variations in the direct and indirect effects of foetal and early childhood physical growth on mid-childhood IQ. For example, in CPP, there was a direct association of prenatal growth with IQ that was not evident in the other cohorts, whereas in PROBIT and CLHNS, we observed that foetal and early growth-IQ associations were mediated through size in later periods. CONCLUSION Lifecourse, conditional change and change score growth models yield complementary inferences when appropriately interpreted. Future longitudinal studies of associations of early-life growth with later outcomes would benefit from adopting a causal mediation framework to integrate inferences from multiple complementary growth models.
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Affiliation(s)
- Michael Leung
- Epidemiology, Harvard University TH Chan School of Public Health, Boston, Massachusetts, USA
- Centre for Global Child Health, The Hospital for Sick Children, Toronto, Ontario, Canada
| | - Aditi Krishna
- Centre for Global Child Health, The Hospital for Sick Children, Toronto, Ontario, Canada
- Iris Group, Chapel Hill, North Carolina, USA
| | - Seungmi Yang
- Epidemiology, Biostatistics and Occupational Health, McGill University Health Centre, Montreal, Quebec, Canada
| | - Diego G Bassani
- Centre for Global Child Health, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Paediatrics, The Hospital for Sick Children, Toronto, Ontario, Canada
- Dalla Lana School of Public Health, Toronto, Ontario, Canada
| | - Daniel E Roth
- Centre for Global Child Health, The Hospital for Sick Children, Toronto, Ontario, Canada
- Department of Paediatrics, The Hospital for Sick Children, Toronto, Ontario, Canada
- Dalla Lana School of Public Health, Toronto, Ontario, Canada
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12
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Hastuti, Hadju V, Citrakesumasari, Maddeppungeng M. Stunting prevalence and its relationship to birth length of 18–23 months old infants in Indonesia. ENFERMERIA CLINICA 2020. [DOI: 10.1016/j.enfcli.2019.10.069] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/28/2022]
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13
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Casale D, Desmond C, Richter LM. Catch-up growth in height and cognitive function: Why definitions matter. ECONOMICS AND HUMAN BIOLOGY 2020; 37:100853. [PMID: 32036257 DOI: 10.1016/j.ehb.2020.100853] [Citation(s) in RCA: 9] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Track Full Text] [Subscribe] [Scholar Register] [Received: 08/12/2019] [Revised: 12/09/2019] [Accepted: 01/14/2020] [Indexed: 06/10/2023]
Abstract
There is substantial evidence that early growth retardation, indicated by stunting, is associated with poorer cognitive function among children. There are, however, contradictory findings on the extent to which subsequent 'catch-up' growth among stunted children is associated with similar 'catch-up' cognitive functioning. In this paper we show that the apparent contradictions in the literature may be a result of differences in the definition of catch up used in the different studies. We explore two variations in definition: the age from which catch-up growth is measured, and the extent of growth required to be classified as 'caught up'. Using cohort data from South Africa with repeated measures of length in early childhood, we first show that varying the starting age from which catch up is measured from 1y to 2y greatly affects the conclusions drawn with respect to cognitive outcomes, as the prevalence of stunting tends to peak around 2y. Second, we show how the results differ when we vary what counts as catch up, and here we explore five definitions ranging from most lenient to strictest. The strictest definition requires children to have caught up sufficiently that their height-for-age falls within the 'normal' range at follow-up; very few children catch up to this extent. For all definitions of catch-up, except the strictest, we find that children who are stunted at 2 years of age who subsequently experience catch-up growth, on average, do worse on cognitive tests than children who were never stunted, and almost as poorly as children who remain stunted (with the coefficient ranging from -1.584; p < 0.01 to -1.753; p < 0.01). This suggests the timing of investments in early childhood is key, with intervention in the first two years to prevent deprivation that affects both linear growth and cognitive function.
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Affiliation(s)
- Daniela Casale
- University of the Witwatersrand, School of Economics and Finance, 1 Jan Smuts Avenue, Johannesburg, South Africa.
| | - Chris Desmond
- University of the Witwatersrand, DST-NRF Centre of Excellence in Human Development, 1 Jan Smuts Avenue, Johannesburg, South Africa
| | - Linda M Richter
- University of the Witwatersrand, DST-NRF Centre of Excellence in Human Development, 1 Jan Smuts Avenue, Johannesburg, South Africa
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Aurino E, Wolf S, Tsinigo E. Household food insecurity and early childhood development: Longitudinal evidence from Ghana. PLoS One 2020; 15:e0230965. [PMID: 32243485 PMCID: PMC7122750 DOI: 10.1371/journal.pone.0230965] [Citation(s) in RCA: 21] [Impact Index Per Article: 4.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/18/2019] [Accepted: 03/12/2020] [Indexed: 11/19/2022] Open
Abstract
The burden of food insecurity is large in Sub-Saharan Africa, yet the evidence-base on the relation between household food insecurity and early child development is extremely limited. Furthermore, available research mostly relies on cross-sectional data, limiting the quality of existing evidence. We use longitudinal data on preschool-aged children and their households in Ghana to investigate how being in a food insecure household was associated with early child development outcomes across three years. Household food insecurity was measured over three years using the Household Hunger Score. Households were first classified as "ever food insecure" if they were food insecure at any round. We also assessed persistence of household food insecurity by classifying households into three categories: (i) never food insecure; (ii) transitory food insecurity, if the household was food insecure only in one wave; and (iii) persistent food insecurity, if the household was food insecure in two or all waves. Child development was assessed across literacy, numeracy, social-emotional, short-term memory, and self-regulation domains. Controlling for baseline values of each respective outcome and child and household characteristics, children from ever food insecure households had lower literacy, numeracy and short-term memory. When we distinguished between transitory and persistent food insecurity, transitory spells of food insecurity predicted decreased numeracy (β = -0.176, 95% CI: -0.317; -0.035), short-term memory (β = -0.237, 95% CI: -0.382; -0.092), and self-regulation (β = -0.154, 95% CI: -0.326; 0.017) compared with children from never food insecure households. By contrast, children residing in persistently food insecure households had lower literacy scores (β = -0.243, 95% CI: -0.496; 0.009). No gender differences were detected. Results were broadly robust to the inclusion of additional controls. This novel evidence from a Sub-Saharan African country highlights the need for multi-sectoral approaches including social protection and nutrition to support early child development.
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Affiliation(s)
- Elisabetta Aurino
- Department of Economics and Public Policy, Imperial College London, London, England, United Kingdom
| | - Sharon Wolf
- Graduate School of Education, University of Pennsylvania, Philadelphia, Pennsylvania, United States of America
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Alam MA, Richard SA, Fahim SM, Mahfuz M, Nahar B, Das S, Shrestha B, Koshy B, Mduma E, Seidman JC, Murray-Kolb LE, Caulfield LE, Ahmed T. Impact of early-onset persistent stunting on cognitive development at 5 years of age: Results from a multi-country cohort study. PLoS One 2020; 15:e0227839. [PMID: 31978156 PMCID: PMC6980491 DOI: 10.1371/journal.pone.0227839] [Citation(s) in RCA: 45] [Impact Index Per Article: 9.0] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 10/11/2019] [Accepted: 12/30/2019] [Indexed: 01/01/2023] Open
Abstract
Background Globally more than 150 million children under age 5 years were stunted in 2018, primarily in low- and middle-income countries (LMICs), and the impact of early-onset, persistent stunting has not been well explored. To explore the association between early-onset persistent stunting in children and cognitive development at 5 years of age, and to identify the factors associated with early-onset stunting. Methods and findings Children from the MAL-ED cohort study were followed from birth to 5 years of age in six LMICs. The Wechsler Preschool Primary Scales of Intelligence (WPPSI) was used to assess cognitive abilities (fluid reasoning) at 5 years and was adapted for each culture. Stunting was categorized as early-onset persistent (first stunted at 1–6 months and persisting at 60 months), early-onset recovered (first stunted at 1–6 months and not stunted at 60 months), late-onset persistent (first stunted at 7–24 months and persisting at 60 months), late-onset recovered (first stunted at 7–24 months and not stunted at 60 months), and never (never stunted). Mixed effects linear models were used to estimate the relationship between stunting status and cognitive development. Children with early-onset persistent stunting had significantly lower cognitive scores (-2.10 (95% CI: -3.85, -0.35)) compared with those who were never stunted. Transferrin receptor (TfR) was also negatively associated with cognitive development (-0.31 (95% CI: -0.49, -0.13)), while the HOME inventory, an index of quality of the home environment (0.46 (95% CI: 0.21, 0.72)) and socio-economic status (1.50 (95% CI: 1.03, 1.98)) were positively associated with cognitive development. Conclusions Early-onset persistent stunting was associated with lower cognitive development in children at 5 years of age in this cohort of children.
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Affiliation(s)
- Md Ashraful Alam
- icddr,b, Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, Bangladesh
| | - Stephanie A. Richard
- Fogarty International Center/National Institutes of Health, Bethesda, MD, United States of America
| | | | - Mustafa Mahfuz
- icddr,b, Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, Bangladesh
- * E-mail:
| | - Baitun Nahar
- icddr,b, Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, Bangladesh
| | - Subhasish Das
- icddr,b, Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, Bangladesh
| | - Binod Shrestha
- Water Reed/AFRIMS Research Unit Nepal (WARUN), Kathmandu, Nepal
| | | | | | - Jessica C. Seidman
- Fogarty International Center/National Institutes of Health, Bethesda, MD, United States of America
| | - Laura E. Murray-Kolb
- The Pennsylvania State University, University Park, PA, United States of America
| | | | - Tahmeed Ahmed
- icddr,b, Shaheed Tajuddin Ahmed Sarani, Mohakhali, Dhaka, Bangladesh
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Nutritional Status from 1 to 15 Years and Adolescent Learning for Boys and Girls in Ethiopia, India, Peru, and Vietnam. POPULATION RESEARCH AND POLICY REVIEW 2019. [DOI: 10.1007/s11113-019-09557-8] [Citation(s) in RCA: 4] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 01/27/2023]
Abstract
Abstract
There has been little examination of: (1) associations of early-life nutrition and adolescent cognitive skills, (2) if they vary by gender, (3) if they differ by diverse contexts, and (4) contributions of post-infancy growth to adolescent cognitive attainment. We use Young Lives data on 7687 children from Ethiopia, India, Peru, and Vietnam to undertake ordinary least squares estimates of associations between age-1 height-for-age z-score (HAZ) and age-15 cognitive outcomes (math, reading, vocabulary), controlling for child and household factors. Age-1 HAZ is positively associated with cognitive scores in all countries. Child gender-specific estimates for these coefficients either do not differ (math, reading) or favor girls (vocabulary). Augmenting models to include growth in HAZ between ages 1 and 15 years that was not predicted by HAZ at age 1 reveals that such improvements are associated with higher cognitive scores, but that sex-specific coefficients for this predictor favor boys in India and Peru. The results suggest that nutritional indicators at age 1 have gender-neutral associations with math and reading and favor girls for vocabulary achievement at age 15, but unpredicted improvements in HAZ by adolescence are associated with higher cognitive scores for boys than for girls. This evidence enriches our understanding of relationships between children’s nutritional trajectories during childhood and adolescent cognitive development, and how these associations vary by gender in some contexts to the possible disadvantage of girls.
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Pienaar AE. The association between under-nutrition, school performance and perceptual motor functioning in first-grade South African learners: The North-West Child Health Integrated with Learning and Development study. Health SA 2019; 24:1046. [PMID: 31934401 PMCID: PMC6917456 DOI: 10.4102/hsag.v24i0.1046] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.5] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 12/05/2017] [Accepted: 05/18/2019] [Indexed: 12/03/2022] Open
Abstract
BACKGROUND Early childhood is characterised by an immense spurt of growing and learning where under-nutrition can have adverse effects on the neuro-developmental health and school performance of children. A full understanding of the relationship between school performance and motor functioning skills and malnourishment in school beginners is still lacking. AIM To determine the association between indices of under-nutrition and how it relates to school performance and motor functioning skills of first-grade learners. SETTING North West province (NWP) of South Africa (SA). METHOD The baseline data of the stratified, randomised North-West Child Health Integrated with Learning and Development (NW-CHILD) longitudinal study were used. Grade 1 learners (N = 816, 420 boys, 396 girls, mean age 6.78+ years) from four school districts in the NWP of SA took part in the study. Indices of under-nutrition were determined by Z-scores (-2 standard deviation [s.d.]) for stunting (height-for-age [HAZ]) and wasting and underweight (Z-score for body mass index) using the 2007 World Health Organization reference sample. The Bruininks-Oseretsky Test of Motor Proficiency Short Form and the Visual Motor Integration fourth edition were used to assess different aspects of motor functioning, while school performance in mathematics, reading and writing was assessed by teachers according to the National South African standards of assessments. RESULTS Both HAZ and Z-score for weight-for-age correlated significantly with school performance and motor functioning skills (r > 2.0, p < 0.05), while visual perception was moderately associated (r < 0.30) with mathematics in HAZ and Z-score for weight-for-height (WHZ) children. Motor functioning of HAZ and WHZ children was significantly poorer (p < 0.05) compared to typical children, while underweight was not associated with any outcome variables. CONCLUSION Moderate forms of stunting and wasting influence school performance and motor functioning of school beginners negatively, while an association between visual perceptual abilities and inferior mathematics, reading and writing suggests a close link with inferior cognitive information processing in stunted and wasted children. These barriers should be addressed as poor scholastic success in Grade 1 may influence future school performance and the subsequent well-being of children.
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Affiliation(s)
- Anita E Pienaar
- Focus area of PHaSRec, Faculty of Health Science, North-West University, Potchefstroom, South Africa
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18
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Nahar B, Hossain M, Mahfuz M, Islam MM, Hossain MI, Murray-Kolb LE, Seidman JC, Ahmed T. Early childhood development and stunting: Findings from the MAL-ED birth cohort study in Bangladesh. MATERNAL AND CHILD NUTRITION 2019; 16:e12864. [PMID: 31237738 PMCID: PMC7038907 DOI: 10.1111/mcn.12864] [Citation(s) in RCA: 38] [Impact Index Per Article: 6.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Subscribe] [Scholar Register] [Received: 07/02/2018] [Revised: 06/18/2019] [Accepted: 06/18/2019] [Indexed: 01/20/2023]
Abstract
Information on the association between stunting and child development is limited from low‐income settings including Bangladesh where 36% of children under‐ 5 are stunted. This study aimed to explore differences in early childhood development (ECD) between stunted (length‐for‐age z‐score [LAZ] < −2) and nonstunted (LAZ ≥ −2) children in Bangladesh. Children (n = 265) aged 6–24 months who participated in the MAL‐ED birth cohort study were evaluated by trained psychologists at 6, 15, and 24 months of age using the Bayley Scales of Infant and Toddler Development‐III; child length and weight were measured using standard procedures. ECD scores (z‐scores derived from cognitive, motor, language and socio‐emotional skills) were compared between stunted, underweight (weight‐for‐age z‐score < −2), and wasted (weight‐for‐length z‐score < −2) children, controlling for child age and sex and maternal age, education, body mass index (BMI), and depressive symptoms. Stunted children had significantly lower ECD scores than their nonstunted peers on cognitive (P = .049), motor (P < .001), language (P < .001) and social–emotional (P = .038) scales where boys had significantly lower fine motor skills compared with girls (P = .027). Mother's schooling and BMI were significant predictors of ECD. Similar to stunting, underweight children had developmental deficits in all domains (cognitive: P = .001; fine motor: P = .039, and P < .001 for both gross motor and total motor; expressive communication: P = .032; total language: P = .013; social–emotional development: P = .017). Wasted children had poor motor skills (P = .006 for the fine motor; P < .001 for both gross motor and total motor development) compared with the nonwasted peers. Early childhood stunting and underweight were associated with poor developmental outcomes in Bangladesh.
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Affiliation(s)
- Baitun Nahar
- Nutrition and Clinical Services Division (NCSD), International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Muttaquina Hossain
- Nutrition and Clinical Services Division (NCSD), International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Mustafa Mahfuz
- Nutrition and Clinical Services Division (NCSD), International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - M Munirul Islam
- Nutrition and Clinical Services Division (NCSD), International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Md Iqbal Hossain
- Nutrition and Clinical Services Division (NCSD), International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh
| | - Laura E Murray-Kolb
- Department of Nutritional Sciences, The Pennsylvania State University, University Park, Pennsylvania
| | - Jessica C Seidman
- Division of International Epidemiology and Population Studies, Fogarty International Center, National Institutes of Health, Bethesda, Maryland
| | - Tahmeed Ahmed
- Nutrition and Clinical Services Division (NCSD), International Centre for Diarrhoeal Disease Research, Bangladesh (icddr,b), Dhaka, Bangladesh.,James P. Grant School of Public Health, BRAC University, Dhaka, Bangladesh
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Ocansey ME, Adu-Afarwuah S, Kumordzie SM, Okronipa H, Young RR, Tamakloe SM, Oaks BM, Arimond M, Dewey KG, Prado EL. The association of early linear growth and haemoglobin concentration with later cognitive, motor, and social-emotional development at preschool age in Ghana. MATERNAL AND CHILD NUTRITION 2019; 15:e12834. [PMID: 31042813 PMCID: PMC6852555 DOI: 10.1111/mcn.12834] [Citation(s) in RCA: 7] [Impact Index Per Article: 1.2] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Subscribe] [Scholar Register] [Received: 05/26/2018] [Revised: 03/05/2019] [Accepted: 04/17/2019] [Indexed: 02/04/2023]
Abstract
It is important to identify the periods during childhood when exposure to environmental risk factors results in long-term neurodevelopmental deficits. Stunting and anaemia may be sensitive indicators of exposure to such risks. In a prospective cohort enrolled before birth, we investigated the association of developmental scores at 4-6 years with (a) birth length and linear growth during three postnatal periods and (2) haemoglobin (Hb) concentration at three time points. Children were participants in a follow-up study of a randomized controlled trial of nutritional supplementation in Ghana. At 4-6 years, cognitive, motor, and social-emotional developments were assessed using standard tests adapted for this population. We estimated the associations of length-for-age z-score (LAZ) at birth and postnatal linear growth (n = 710) and Hb (n = 617) with developmental scores in regression models, using multistage least squares analysis to calculate uncorrelated residuals for postnatal growth. Cognitive development at 4-6 years was significantly associated with LAZ at birth (β = 0.12, 95% CI = 0.05, 0.19), ΔLAZ from 6 to 18 months (β = 0.16, 95% CI = 0.04, 0.28), and Hb at 18 months (β = 0.13, 95% CI = 0.06, 0.20), but not with ΔLAZ during 0-6 months, ΔLAZ from 18 months to 4-6 years, Hb at 6 months, or Hb at 4-6 years. No evidence of associations with motor or social-emotional development were found. These results suggest that in similar contexts, the earlier periods prior to birth and up to 18 months are more sensitive to risk factors for long-term cognitive development associated with LAZ and Hb compared with later childhood. This may inform the optimal timing of interventions targeting improved cognitive development.
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Affiliation(s)
- Maku E Ocansey
- Program in International and Community Nutrition, Department of Nutrition, University of California, Davis, California, USA
| | - Seth Adu-Afarwuah
- Department of Nutrition and Food Science, University of Ghana, Accra, Ghana
| | - Sika M Kumordzie
- Program in International and Community Nutrition, Department of Nutrition, University of California, Davis, California, USA
| | - Harriet Okronipa
- Program in International and Community Nutrition, Department of Nutrition, University of California, Davis, California, USA
| | - Rebecca R Young
- Program in International and Community Nutrition, Department of Nutrition, University of California, Davis, California, USA
| | - Solace M Tamakloe
- Department of Nutrition and Food Science, University of Ghana, Accra, Ghana
| | - Brietta M Oaks
- Department of Nutrition and Food Sciences, University of Rhode Island, Kingston, Rhode Island, USA
| | - Mary Arimond
- Intake - Center for Dietary Assessment, FHI 360, Washington, DC, USA
| | - Kathryn G Dewey
- Program in International and Community Nutrition, Department of Nutrition, University of California, Davis, California, USA
| | - Elizabeth L Prado
- Program in International and Community Nutrition, Department of Nutrition, University of California, Davis, California, USA
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Sunny BS, DeStavola B, Dube A, Kondowe S, Crampin AC, Glynn JR. Does early linear growth failure influence later school performance? A cohort study in Karonga district, northern Malawi. PLoS One 2018; 13:e0200380. [PMID: 30395573 PMCID: PMC6218019 DOI: 10.1371/journal.pone.0200380] [Citation(s) in RCA: 11] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 02/09/2018] [Accepted: 06/24/2018] [Indexed: 11/18/2022] Open
Abstract
INTRODUCTION Stunting or linear growth retardation in childhood is associated with delayed cognitive development due to related causes (malnutrition, illness, poor stimulation), which leads to poor school outcomes at later ages, although evidence of the association between the timing and persistence of stunting and school outcomes within the sub-Saharan African context is limited. METHODS Anthropometric data around birth (0-4 months), early (11-16 months) and late childhood (ages 4-8 years) along with school outcomes up until the age of 11 were analysed for a cohort of 1,044 respondents, born between 2002-2004 in Karonga district, northern Malawi. The schooling outcomes were age at school enrolment, grade repetition in Standard 1 and age-for-grade by age 11. Height-for-Age Z-scores (HAZ) and growth trajectories were examined as predictors, based on stunting (<-2SD HAZ) and on trajectories between early and late childhood (never stunted, improvers, decliners or persistently stunted). Multinomial and logistic regression were used to estimate the association between stunting/trajectories and schooling, adjusted for socioeconomic confounders. RESULTS The effects of stunting on schooling were evident in early childhood but were more pronounced in late childhood. Children who were stunted in early childhood (9.3%) were less likely to be underage at enrolment, more likely to repeat Standard 1 and were 2-3 times more likely to be overage for their grade by the age of 11, compared to their non-stunted peers. Those persistently stunted between early and late childhood (7.3%) faced the worst consequences on schooling, being three times as likely to enrol late and 3-5 times more likely to be overage for their grade by the age of 11, compared to those never stunted. Compared to improvers, those persistently stunted were three times as likely to be overage by two or more years by the age of 11, with no effect on enrolment or repetition. CONCLUSION Our findings confirm the importance of early childhood stunting on schooling outcomes and suggest some mitigation by improvements in growth by the age of starting school. The nutritional and learning needs of those persistently stunted may need to be prioritised in future interventions.
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Affiliation(s)
- Bindu S. Sunny
- Department of Infectious Diseases Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
- * E-mail:
| | - Bianca DeStavola
- Population, Practice and Policy Programme UCL Great Ormond Street Institute of Child Health, London, United Kingdom
| | - Albert Dube
- Malawi Epidemiology and Intervention Research Unit, Chilumba, Malawi
| | | | - Amelia C. Crampin
- Department of Infectious Diseases Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
- Malawi Epidemiology and Intervention Research Unit, Chilumba, Malawi
| | - Judith R. Glynn
- Department of Infectious Diseases Epidemiology, Faculty of Epidemiology and Population Health, London School of Hygiene and Tropical Medicine, London, United Kingdom
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Kowalski AJ, Georgiadis A, Behrman JR, Crookston BT, Fernald LCH, Stein AD. Linear Growth through 12 Years is Weakly but Consistently Associated with Language and Math Achievement Scores at Age 12 Years in 4 Low- or Middle-Income Countries. J Nutr 2018; 148:1852-1859. [PMID: 30383284 PMCID: PMC6209809 DOI: 10.1093/jn/nxy191] [Citation(s) in RCA: 16] [Impact Index Per Article: 2.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Received: 04/09/2018] [Accepted: 07/19/2018] [Indexed: 11/29/2022] Open
Abstract
Background Whether linear growth through age 12 y is associated with language and math achievement at age 12 y remains unclear. Objective Our objective was to investigate associations of linear growth through age 12 y with reading skill, receptive vocabulary, and mathematics performance at age 12 y in 4 low- or middle-income countries (LMICs). Methods We analyzed data from the Young Lives Younger Cohort study in Ethiopia (n = 1275), India (n = 1350), Peru (n = 1402), and Vietnam (n = 1594). Age 1, 5, 8, and 12 y height-for-age z scores (HAZ) were calculated. Language and math achievement at age 12 y was assessed with the use of country-specific adaptations of the Peabody Picture Vocabulary Test, the Early Grades Reading Assessment, and a mathematics test; all test scores were standardized by age within country. We used path analysis to examine associations of HAZ with achievement scores. Twelve models were examined at each age (3 tests across 4 countries). Results Mean HAZ in each country was <-1.00 at all ages. Overall, linear growth through age 12 y was associated with 0.4-3.4% of the variance in achievement scores. HAZ at 1 y was positively and significantly associated with the test score in 11 of the 12 models. This association was significantly mediated through HAZ at 5, 8, and 12 y in 9 of the models. HAZ at 5, 8, and 12 y was positively and significantly associated with test scores in 8, 8, and 6 models, respectively. These associations were mediated through HAZ at older ages in 6 of the HAZ at 5-y models and in 6 of the HAZ at 8-y models. Conclusion Child relative linear growth between ages 1 and 12 y was weakly but consistently associated with language and math achievement at age 12 y in 4 LMICs.
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Affiliation(s)
- Alysse J Kowalski
- Nutrition and Health Sciences Doctoral Program, Laney Graduate School, Emory University, Atlanta, GA
| | - Andreas Georgiadis
- Brunel Business School, Brunel University London, Uxbridge, United Kingdom
| | - Jere R Behrman
- Economics, Sociology and Population Studies Center, University of Pennsylvania, Philadelphia, PA
| | | | - Lia C H Fernald
- School of Public Health, University of California Berkeley, Berkeley, CA
| | - Aryeh D Stein
- Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA,Address correspondence to ADS (e-mail: )
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Effectiveness of a stunting recovery program for children treated in a specialized center. Pediatr Res 2018; 83:851-857. [PMID: 29278647 DOI: 10.1038/pr.2017.321] [Citation(s) in RCA: 3] [Impact Index Per Article: 0.4] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 04/08/2017] [Accepted: 11/09/2017] [Indexed: 11/08/2022]
Abstract
BackgroundStunting is still very prevalent in many poor and developing regions in the world. This study assessed the effectiveness of a stunting recovery program in children and its associated factors.MethodsThe retrospective study was conducted in a center of stunting recovery. There, children stayed in a day-hospital system (9 h per day; 5 days per week), and received five meals per day, providing 80% of their energetic daily needs. The main outcome was the stunting recovery rate (i.e., the child present a height-for-age index (HAZ) >-1.0 at the time of data collection). A total of 75 children treated for at least 24 months, aged between 6 and 48 months and with an HAZ <-2.0 at the time of admission were included.ResultsThe average treatment time was 41 months. About 18 children (24.0%) recovered from stunting. The variable "age at admission >24 months" (prevalence rate (PR)=0.39, 95% confidence interval (CI): 0.15-0.99; P=0.04) and the variable "Household crowding index" (PR=0.65, 95% CI: 0.44-0.95; P=0.03) were associated with the success of the treatment.ConclusionThe environmental conditions in which the children live in their households and late admission to the center negatively influenced the success of stunting recovery, even with an intensive treatment.
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Arnold KF, Ellison G, Gadd SC, Textor J, Tennant P, Heppenstall A, Gilthorpe MS. Adjustment for time-invariant and time-varying confounders in 'unexplained residuals' models for longitudinal data within a causal framework and associated challenges. Stat Methods Med Res 2018; 28:1347-1364. [PMID: 29451093 PMCID: PMC6484949 DOI: 10.1177/0962280218756158] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/17/2022]
Abstract
‘Unexplained residuals’ models have been used within lifecourse epidemiology to
model an exposure measured longitudinally at several time points in relation to
a distal outcome. It has been claimed that these models have several advantages,
including: the ability to estimate multiple total causal effects in a single
model, and additional insight into the effect on the outcome of
greater-than-expected increases in the exposure compared to traditional
regression methods. We evaluate these properties and prove mathematically how
adjustment for confounding variables must be made within this modelling
framework. Importantly, we explicitly place unexplained residual models in a
causal framework using directed acyclic graphs. This allows for theoretical
justification of appropriate confounder adjustment and provides a framework for
extending our results to more complex scenarios than those examined in this
paper. We also discuss several interpretational issues relating to unexplained
residual models within a causal framework. We argue that unexplained residual
models offer no additional insights compared to traditional regression methods,
and, in fact, are more challenging to implement; moreover, they artificially
reduce estimated standard errors. Consequently, we conclude that unexplained
residual models, if used, must be implemented with great care.
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Affiliation(s)
- K F Arnold
- 1 Leeds Institute for Data Analytics, University of Leeds, Leeds, UK.,2 School of Medicine, University of Leeds, Leeds, UK
| | - Gth Ellison
- 1 Leeds Institute for Data Analytics, University of Leeds, Leeds, UK.,2 School of Medicine, University of Leeds, Leeds, UK
| | - S C Gadd
- 2 School of Medicine, University of Leeds, Leeds, UK
| | - J Textor
- 3 Tumor Immunology Lab, Radboud University Medical Centre, Nijmegen, The Netherlands
| | - Pwg Tennant
- 1 Leeds Institute for Data Analytics, University of Leeds, Leeds, UK.,4 School of Healthcare, University of Leeds, Leeds, UK
| | - A Heppenstall
- 1 Leeds Institute for Data Analytics, University of Leeds, Leeds, UK.,5 School of Geography, University of Leeds, Leeds, UK
| | - M S Gilthorpe
- 1 Leeds Institute for Data Analytics, University of Leeds, Leeds, UK.,2 School of Medicine, University of Leeds, Leeds, UK
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Scharf RJ, Rogawski ET, Murray-Kolb LE, Maphula A, Svensen E, Tofail F, Rasheed M, Abreu C, Vasquez AO, Shrestha R, Pendergast L, Mduma E, Koshy B, Conaway MR, Platts-Mills JA, Guerrant RL, DeBoer MD. Early childhood growth and cognitive outcomes: Findings from the MAL-ED study. MATERNAL AND CHILD NUTRITION 2018; 14:e12584. [PMID: 29392824 DOI: 10.1111/mcn.12584] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.9] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Subscribe] [Scholar Register] [Received: 06/08/2017] [Revised: 11/10/2017] [Accepted: 11/27/2017] [Indexed: 01/08/2023]
Abstract
Although many studies around the world hope to measure or improve developmental progress in children to promote community flourishing and productivity, growth is sometimes used as a surrogate because cognitive skills are more difficult to measure. Our objective was to assess how childhood measures of anthropometry correlate with measures of child development in low-income settings with high prevalence of poor nutrition and enteric disease, to inform studies considering growth outcomes in the absence of direct child developmental skill assessment. Children from the MAL-ED study were followed from birth to 24 months of age in field sites in 8 low- and middle-income countries across 3 continents. Monthly weight, length, and head circumference measurements were performed. At 24 months, the Bayley Scales of Infant and Toddler Development was administered. We correlated cognitive measures at 24 months with anthropometric measurements from birth to 2 years comparing 3 constructs: absolute attained monthly measures, summative difference in measures from the mean growth curve, and rate of change in measures. Growth faltering at multiple time periods is related to Bayley cognitive outcomes at 24 months. Birthweight, overall growth by 18-24 months, and rate of growth in the 6- to 18-month period were most associated with 24-month developmental scores. In this study, head circumference measurements, compared with length, was more closely linked to cognitive scores at 24 months. Notably, all studies between growth and cognitive outcomes exhibited low r2 values (0.001-0.049). Anthropometric measures, particularly head circumference, were related to cognitive development, although explaining a low percent of variance. When feasible, direct measures of child development may be more useful.
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Affiliation(s)
- Rebecca J Scharf
- Department of Pediatrics, University of Virginia, Charlottesville, Virginia, USA.,Center for Global Health, Department of Medicine, University of Virginia, Charlottesville, Virginia, USA
| | - Elizabeth T Rogawski
- Center for Global Health, Department of Medicine, University of Virginia, Charlottesville, Virginia, USA.,Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia, USA
| | - Laura E Murray-Kolb
- Department of Nutrition Sciences, Penn State University, University Park, Pennsylvania, USA
| | - Angelina Maphula
- Department of Psychology, University of Venda, Thohoyandou, South Africa
| | - Erling Svensen
- Department of Global Health and Primary Care, University of Bergen, Bergen, Norway
| | - Fahmida Tofail
- Center for Nutrition and Food Security, icddr-b, Dhaka, Bangladesh
| | - Muneera Rasheed
- Department of Paediatrics and Child Health, Aga Khan University, Karachi, Pakistan
| | - Claudia Abreu
- Department of Microbiology, Federal University of Ceará, Fortaleza, Brazil
| | | | - Rita Shrestha
- Department of Psychology, Siddhi Memorial Hospital, Bhaktapur, Nepal
| | - Laura Pendergast
- Department of Psychology, Temple University, Philadelphia, Pennsylvania, USA
| | - Estomih Mduma
- Haydom Global Health Research Centre, Haydom, Tanzania
| | - Beena Koshy
- Department of Developmental Pediatrics, Christian Medical College, Vellore, India
| | - Mark R Conaway
- Department of Public Health Sciences, University of Virginia, Charlottesville, Virginia, USA
| | - James A Platts-Mills
- Center for Global Health, Department of Medicine, University of Virginia, Charlottesville, Virginia, USA
| | - Richard L Guerrant
- Center for Global Health, Department of Medicine, University of Virginia, Charlottesville, Virginia, USA
| | - Mark D DeBoer
- Department of Pediatrics, University of Virginia, Charlottesville, Virginia, USA
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25
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Perkins JM, Kim R, Krishna A, McGovern M, Aguayo VM, Subramanian S. Understanding the association between stunting and child development in low- and middle-income countries: Next steps for research and intervention. Soc Sci Med 2017; 193:101-109. [DOI: 10.1016/j.socscimed.2017.09.039] [Citation(s) in RCA: 48] [Impact Index Per Article: 6.0] [Reference Citation Analysis] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Received: 08/23/2016] [Revised: 09/01/2017] [Accepted: 09/21/2017] [Indexed: 02/05/2023]
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26
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Teivaanmäki T, Bun Cheung Y, Pulakka A, Virkkala J, Maleta K, Ashorn P. Height gain after two-years-of-age is associated with better cognitive capacity, measured with Raven's coloured matrices at 15-years-of-age in Malawi. MATERNAL & CHILD NUTRITION 2017; 13:e12326. [PMID: 27356847 PMCID: PMC6866015 DOI: 10.1111/mcn.12326] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.6] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Received: 10/18/2015] [Revised: 03/14/2016] [Accepted: 03/17/2016] [Indexed: 11/28/2022]
Abstract
Stunting is a measure of chronic undernutrition, and it affects approximately 160 million children worldwide. Cognitive development of stunted children is compromised, but evidence about the association between height gain in late childhood and adolescent cognitive capacity is scarce. We aimed to determine the association between height gains at different ages, including late childhood, and cognitive capacity at 15-years-of-age. We conducted a prospective cohort study in a rural African setting in Southern Malawi. The study cohort was enrolled between June 1995 and August 1996. It originally comprised mothers of 813 fetuses, and the number of children born live was 767. These children were followed up until the age of 15 years. The anthropometrics were measured at one and 24-months-of-age and 15-years-of-age, and cognitive capacity of participants was assessed at 15-years-of-age with Raven's Coloured Matrices score, mathematic test score, median reaction time (RT) (milliseconds) and RT lapses. The associations between growth and the outcome measures were assessed with linear regression. Raven's Coloured Matrices score was predicted by height gain between 24 months and 15-years-of-age (coefficient 0.85, P = 0.03) and (coefficient 0.69, P = 0.06), but not by earlier growth, when possible confounders were included in the model. The association weakened when school education was further added in the model (coefficient = 0.69, P = 0,060). In conclusion, in rural Malawi, better growth in late childhood is likely to lead to better cognitive capacity in adolescence, partly through more school education. In light of these results, growth promotion should not only be limited to early childhood.
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Affiliation(s)
- Tiina Teivaanmäki
- University of Tampere School of MedicineDepartment for International HealthTampereFinland
- Helsinki University HospitalDepartment of PaediatricsHelsinkiFinland
| | - Yin Bun Cheung
- University of Tampere School of MedicineDepartment for International HealthTampereFinland
- Duke‐National University of Singapore Graduate Medical SchoolCentre for Quantitative MedicineSingaporeSingapore
| | - Anna Pulakka
- University of TurkuDepartment of Public HealthFinland
| | - Jussi Virkkala
- Sleep LaboratoryFinnish Institute of Occupational HealthFinland
| | - Kenneth Maleta
- School of Public Health and Family Medicine, College Of MedicineUniversity of MalawiMalawi
| | - Per Ashorn
- University of Tampere School of MedicineDepartment for International HealthTampereFinland
- Tampere University HospitalDepartment of PaediatricsTampereFinland
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Abstract
Growth faltering describes a widespread phenomenon that height- and weight-for-age of children in developing countries collapse rapidly in the first two years of life. We study age-specific correlates of child nutrition using Demographic and Health Surveys from 56 developing countries to shed light on the potential drivers of growth faltering. Applying nonparametric techniques and exploiting within-mother variation, we find that maternal and household factors predict best the observed shifts and bends in child nutrition age curves. The documented interaction between age and maternal characteristics further underlines the need not only to provide nutritional support during the first years of life but also to improve maternal conditions.
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Growth trajectories from conception through middle childhood and cognitive achievement at age 8 years: Evidence from four low- and middle-income countries. SSM Popul Health 2016; 2:43-54. [PMID: 27110590 PMCID: PMC4838904 DOI: 10.1016/j.ssmph.2016.01.003] [Citation(s) in RCA: 27] [Impact Index Per Article: 3.0] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/23/2022] Open
Abstract
Child chronic malnutrition is endemic in low- and middle-income countries and deleterious for child development. Studies investigating the relationship between nutrition at different periods of childhood, as measured by growth in these periods (growth trajectories), and cognitive development have produced mixed evidence. Although an explanation of this has been that different studies use different approaches to model growth trajectories, the differences across approaches are not well understood. Furthermore, little is known about the pathways linking growth trajectories and cognitive achievement. In this paper, we develop and estimate a general path model of the relationship between growth trajectories and cognitive achievement using data on four cohorts from Ethiopia, India, Peru, and Vietnam. The model is used to: (a) compare two of the most common approaches to modelling growth trajectories in the literature, namely the lifecourse plot and the conditional body size model, and (b) investigate the potential channels via which the association between growth in each period and cognitive achievement manifests. We show that the two approaches are expected to produce systematically different results that have distinct interpretations. Results suggest that growth from conception through age 1 year, between age 1 and 5 years, and between 5 and 8 years, are each positively and significantly associated with cognitive achievement at age 8 years and that this may be partly explained by the fact that faster-growing children start school earlier. We also find that a significant share of the association between early growth and later cognitive achievement is mediated through growth in interim periods. Different models of growth trajectories and cognition have distinct interpretations. Growth through and after infancy is positively associated with childhood cognition. Early school enrolment explains the link between growth trajectories and cognition. Early growth predicts later growth that in turns predicts cognition.
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29
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Scharf RJ, Stroustrup A, Conaway MR, DeBoer MD. Growth and development in children born very low birthweight. Arch Dis Child Fetal Neonatal Ed 2016; 101:F433-8. [PMID: 26627552 PMCID: PMC5494252 DOI: 10.1136/archdischild-2015-309427] [Citation(s) in RCA: 47] [Impact Index Per Article: 5.2] [Reference Citation Analysis] [Abstract] [Key Words] [MESH Headings] [Grants] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 07/21/2015] [Accepted: 11/06/2015] [Indexed: 11/04/2022]
Abstract
OBJECTIVE To examine the relationships between growth (birth to age 2 years) and developmental outcomes in children born with very low birthweight (VLBW). DESIGN Motor and mental development in children born with VLBW were regressed on anthropometric measurements at birth, 9 months and 2 years using multivariable regression. SETTING The Early Childhood Longitudinal Study-Birth Cohort, a longitudinal cohort, community sample, designed to be representative of children born across the USA. PATIENTS 950 children born with VLBW (<1500 g). MAIN OUTCOME MEASURES Motor and cognitive scores on the Bayley Scales at 9 months and 24 months chronological age. RESULTS A high proportion of children exhibited poor growth, with length-for-age z-scores <-2 (ie, stunting) in 21.3% of children at 9 months (adjusted for prematurity) and 34.2% of children at 2 years. Compared with children having z-scores >-2, children with growth shortfalls in head circumference, length and weight had a higher adjusted OR (aOR) of low Bayley motor scores at 9 months and 2 years (aOR ranging from 1.8 to 3.3, all p<0.05), while low Bayley cognitive scores were predicted by 9-month deficits in length and weight (aOR 2.0 and 2.4, respectively, both p<0.01) and 2-year deficits in length and head circumference (aOR 2.9 and 2.8, both p<0.05). CONCLUSION Anthropometric measures of growth were linked to current and future neurodevelopmental outcomes in children born with VLBW. While careful length measures may be a particularly useful marker, deficits in all anthropometric measures were risk factors for developmental delays.
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Affiliation(s)
- Rebecca J Scharf
- Division of Developmental Pediatrics, Department of Pediatrics, University of Virginia, Charlottesville, Virginia, USA
| | - Annemarie Stroustrup
- Division of Newborn Medicine, Department of Pediatrics and Preventive Medicine, Icahn School of Medicine at Mount Sinai, New York, New York, USA
| | - Mark R Conaway
- Department of Public Health, University of Virginia, Charlottesville, Virginia, USA
| | - Mark D DeBoer
- Division of Pediatric Endocrinology, Department of Pediatrics, University of Virginia, Charlottesville, Virginia, USA
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30
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Cueto S, León J, Miranda A, Dearden K, Crookston BT, Behrman JR. Does pre-school improve cognitive abilities among children with early-life stunting? A longitudinal study for Peru. INTERNATIONAL JOURNAL OF EDUCATIONAL RESEARCH 2015; 75:102-114. [PMID: 28428683 PMCID: PMC5394429 DOI: 10.1016/j.ijer.2015.09.011] [Citation(s) in RCA: 2] [Impact Index Per Article: 0.2] [Reference Citation Analysis] [Abstract] [Key Words] [Grants] [Track Full Text] [Subscribe] [Scholar Register] [Indexed: 06/07/2023]
Abstract
Several studies in developing countries have found that children who experience growth faltering in the first years of life show lower cognitive abilities than their peers. In this study, we use the Young Lives longitudinal dataset in Peru to analyze if attending pre-school affects cognitive abilities at age five years, and if there is an interaction with HAZ at age one year. Using instrumental variables we found, for receptive vocabulary, a positive effect of attending Jardines (formal) pre-schools; the effect of attending PRONOEI (community-based) pre-schools was not significant. More years attending Jardines was more beneficial for children who were better nourished. We suggest working to improve the quality of PRONOEIs, and with teachers on targeting children of lower nutritional status.
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Affiliation(s)
- Santiago Cueto
- Group for the Analysis of Development, Av. Grau 915, Barranco, Lima 4, Peru
| | - Juan León
- Group for the Analysis of Development, Av. Grau 915, Barranco, Lima 4, Peru
| | - Alejandra Miranda
- Group for the Analysis of Development, Av. Grau 915, Barranco, Lima 4, Peru
| | - Kirk Dearden
- Center for Global Health & Development, Boston University, Crosstown Center, 801 Massachusetts Avenue Boston, MA 02118, United States
| | - Benjamin T Crookston
- The College of Life Sciences, Brigham Young University, 2137 LSB Provo UT 84602, United States
| | - Jere R Behrman
- University of Pennsylvania, 3718 Locust Walk, Philadelphia, PA 19104, United States
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31
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Teivaanmäki T, Cheung YB, Kortekangas E, Maleta K, Ashorn P. Transition between stunted and nonstunted status: both occur from birth to 15 years of age in Malawi children. Acta Paediatr 2015; 104:1278-85. [PMID: 26036657 DOI: 10.1111/apa.13060] [Citation(s) in RCA: 13] [Impact Index Per Article: 1.3] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Received: 01/22/2015] [Revised: 02/28/2015] [Accepted: 05/27/2015] [Indexed: 11/28/2022]
Abstract
AIM The timing and frequency of stunting and possible catch-up growth are ambiguous in low-income settings. This study explored the timing and extent of becoming stunted and nonstunted between birth and 15 years of age in a resource-poor area of Malawi, south-east Africa. METHODS We followed 767 children from the foetal period until 15 years of age and examined the transition between stunted and nonstunted status and the pubertal stage at 15 years of age. We also plotted smoothed curves for the mean absolute deficits in centimetres and height-for-age standard deviation scores (HAZ) according to the World Health Organization's 2006 and 2007 references. RESULTS Most two-year olds (80%) were stunted (HAZ < -2 SD), but this had declined to 37% at 15 years of age. During the three five-year intervals, new stunting cases ranged from 3.9 to 21.3% and the percentage who became nonstunted was 9.1 to 15%. The majority (85%) of the children, who were moderately stunted at two years of age, became nonstunted during the follow-up period. Only, 9% of boys and 20% of girls had reached advanced puberty by the age of 15. CONCLUSION Becoming stunted and nonstunted status both occurred throughout the period from birth to 15 years of age in Malawi children. The small percentage who had reached advanced puberty by the age of 15 suggests significant further growth potential.
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Affiliation(s)
- Tiina Teivaanmäki
- Department for International Health; School of Medicine; University of Tampere; Tampere Finland
- Department of Paediatrics; Helsinki University Hospital; Helsinki Finland
| | - Yin Bun Cheung
- Department for International Health; School of Medicine; University of Tampere; Tampere Finland
- Centre for Quantitative Medicine; Duke-National University of Singapore Graduate Medical School; Singapore Singapore
| | - Emma Kortekangas
- Department for International Health; School of Medicine; University of Tampere; Tampere Finland
| | - Kenneth Maleta
- College of Medicine; University of Malawi; Blantyre Malawi
| | - Per Ashorn
- Department for International Health; School of Medicine; University of Tampere; Tampere Finland
- Department of Paediatrics; Tampere University Hospital; Tampere Finland
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Fink G, Rockers PC. Childhood growth, schooling, and cognitive development: further evidence from the Young Lives study. Am J Clin Nutr 2014; 100:182-8. [PMID: 24808488 DOI: 10.3945/ajcn.113.080960] [Citation(s) in RCA: 87] [Impact Index Per Article: 7.9] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
BACKGROUND A growing literature has linked early childhood growth to later-life cognition and schooling outcomes in developing countries. Although existing evidence suggests that children's ability to recover from early growth delays in later childhood is limited, longitudinal studies on the persistence and risk of growth faltering beyond age 5 y remain scarce. OBJECTIVE Using longitudinal data recently collected from 4 developing countries as part of the Young Lives study, we investigated catch-up growth in children between the ages of 8 and 15 y and the effects of growth during this late-childhood and early-adolescence period on schooling and developmental outcomes. DESIGN We analyzed the associations between children's physical growth and development by using longitudinal data from 3327 children aged 8-15 y collected in Ethiopia, India, Peru, and Vietnam as part of the Young Lives project. RESULTS The study yielded 2 main results. First, 36% of children stunted at age 8 y managed to catch up with their peers by age 15 y, and those who caught up had smaller deficits in cognitive scores than did children who remained stunted. Second, physical growth faltering was not restricted to early childhood but rather affected a substantial share of children in the 8-15-y age range, with large negative consequences for cognition and schooling outcomes. CONCLUSION The results from this study suggest that child development in developing countries is a dynamic process offering continued opportunities for children to catch up during adolescence and sustained risks for children to fall behind in their developmental trajectories.
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Affiliation(s)
- Günther Fink
- From the Harvard School of Public Health, Boston, MA
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33
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Hamadani JD, Nahar B, Huda SN, Tofail F. Integrating early child development programs into health and nutrition services in Bangladesh: benefits and challenges. Ann N Y Acad Sci 2014; 1308:192-203. [PMID: 24571219 DOI: 10.1111/nyas.12366] [Citation(s) in RCA: 20] [Impact Index Per Article: 1.8] [Reference Citation Analysis] [Abstract] [Key Words] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 12/16/2022]
Abstract
Bangladesh is one of the poorest countries of the world with the highest population density. The Bangladesh government recognizes the educational and financial benefits of early childhood development (ECD) and has incorporated ECD into the national plan of action. However, ECD activities are not fully established in the country and there have been few evaluations. In this paper, we present ECD programs that are integrated into health and nutrition services in Bangladesh. We present four evaluation reports of such programs and we also include seven published research projects showing evidence that such integrations are feasible. We provide short reviews on coverage, methodology, and effects of the published reports and share our experience of challenges faced and steps taken to solve them. Overall, very few programs are based on scientific evidence and fewer are even evaluated. The research projects so far conducted are promising and there is sufficient evidence on feasibility of integrating ECD activities into nutrition and health programs. Suggestions are made on measures to overcome the implementation problems and on suitable methods to establish high-quality ECD programs in Bangladesh and in other low- and middle-income countries.
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Affiliation(s)
| | - Baitun Nahar
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh.,International Maternal and Child Health (IMCH), Department of Women's and Children's Health, Uppsala University, Uppsala, Sweden
| | - Syed Nazmul Huda
- Institute of Nutrition and Food Science, Dhaka University, Dhaka, Bangladesh
| | - Fahmida Tofail
- International Centre for Diarrhoeal Disease Research, Dhaka, Bangladesh
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34
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Crookston BT, Schott W, Cueto S, Dearden KA, Engle P, Georgiadis A, Lundeen EA, Penny ME, Stein AD, Behrman JR. Postinfancy growth, schooling, and cognitive achievement: Young Lives. Am J Clin Nutr 2013; 98:1555-63. [PMID: 24067665 PMCID: PMC3831540 DOI: 10.3945/ajcn.113.067561] [Citation(s) in RCA: 117] [Impact Index Per Article: 9.8] [Reference Citation Analysis] [Abstract] [MESH Headings] [Grants] [Track Full Text] [Download PDF] [Journal Information] [Subscribe] [Scholar Register] [Received: 06/03/2013] [Accepted: 08/30/2013] [Indexed: 11/25/2022] Open
Abstract
BACKGROUND Early life growth failure and resulting cognitive deficits are often assumed to be very difficult to reverse after infancy. OBJECTIVE We used data from Young Lives, which is an observational cohort of 8062 children in Ethiopia, India, Peru, and Vietnam, to determine whether changes in growth after infancy are associated with schooling and cognitive achievement at age 8 y. DESIGN We represented the growth by height-for-age z score at 1 y [HAZ(1)] and height-for-age z score at 8 y that was not predicted by the HAZ(1). We also characterized growth as recovered (stunted at age 1 y and not at age 8 y), faltered (not stunted at age 1 y and stunted at age 8 y), persistently stunted (stunted at ages 1 and 8 y), or never stunted (not stunted at ages 1 and 8 y). Outcome measures were assessed at age 8 y. RESULTS The HAZ(1) was inversely associated with overage for grade and positively associated with mathematics achievement, reading comprehension, and receptive vocabulary. Unpredicted growth from 1 to 8 y of age was also inversely associated with overage for grade (OR range across countries: 0.80-0.84) and positively associated with mathematics achievement (effect-size range: 0.05-0.10), reading comprehension (0.02-0.10), and receptive vocabulary (0.04-0.08). Children who recovered in linear growth had better outcomes than did children who were persistently stunted but were not generally different from children who experienced growth faltering. CONCLUSIONS Improvements in child growth after early faltering might have significant benefits on schooling and cognitive achievement. Hence, although early interventions remain critical, interventions to improve the nutrition of preprimary and early primary school-age children also merit consideration.
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Affiliation(s)
- Benjamin T Crookston
- Department of Health Science, Brigham Young University, Provo, UT (BTC); the Population Studies Center, University of Pennsylvania, Philadelphia, PA (WS); the Grupo de Analisis para el Desarrollo, Lima, Peru (SC); the Boston University Department of International Health and Center for Global Health and Development, Boston, MA (KAD); the Department of Psychology and Child Development, Cal Poly State University, San Luis Obispo, CA (PE); the Young Lives study, Department of International Development, University of Oxford, Oxford, United Kingdom (AG); the Nutrition and Health Sciences Program, Laney Graduate School, Emory University, Atlanta, GA (EAL); the Instituto de Investigación Nutricional, Lima, Peru (MEP); the Hubert Department of Global Health, Rollins School of Public Health, Emory University, Atlanta, GA (ADS); and the Economics and Sociology Departments and Population Studies Center, University of Pennsylvania, Philadelphia, PA (JRB)
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35
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Black RE, Victora CG, Walker SP, Bhutta ZA, Christian P, de Onis M, Ezzati M, Grantham-McGregor S, Katz J, Martorell R, Uauy R. Maternal and child undernutrition and overweight in low-income and middle-income countries. Lancet 2013; 382:427-451. [PMID: 23746772 DOI: 10.1016/s0140-6736(13)60937-x] [Citation(s) in RCA: 4490] [Impact Index Per Article: 374.2] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 02/07/2023]
Abstract
Maternal and child malnutrition in low-income and middle-income countries encompasses both undernutrition and a growing problem with overweight and obesity. Low body-mass index, indicative of maternal undernutrition, has declined somewhat in the past two decades but continues to be prevalent in Asia and Africa. Prevalence of maternal overweight has had a steady increase since 1980 and exceeds that of underweight in all regions. Prevalence of stunting of linear growth of children younger than 5 years has decreased during the past two decades, but is higher in south Asia and sub-Saharan Africa than elsewhere and globally affected at least 165 million children in 2011; wasting affected at least 52 million children. Deficiencies of vitamin A and zinc result in deaths; deficiencies of iodine and iron, together with stunting, can contribute to children not reaching their developmental potential. Maternal undernutrition contributes to fetal growth restriction, which increases the risk of neonatal deaths and, for survivors, of stunting by 2 years of age. Suboptimum breastfeeding results in an increased risk for mortality in the first 2 years of life. We estimate that undernutrition in the aggregate--including fetal growth restriction, stunting, wasting, and deficiencies of vitamin A and zinc along with suboptimum breastfeeding--is a cause of 3·1 million child deaths annually or 45% of all child deaths in 2011. Maternal overweight and obesity result in increased maternal morbidity and infant mortality. Childhood overweight is becoming an increasingly important contributor to adult obesity, diabetes, and non-communicable diseases. The high present and future disease burden caused by malnutrition in women of reproductive age, pregnancy, and children in the first 2 years of life should lead to interventions focused on these groups.
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Affiliation(s)
- Robert E Black
- Johns Hopkins University, Bloomberg School of Public Health, Baltimore, MD, USA.
| | - Cesar G Victora
- Universidade Federal de Pelotas, Pelotas, Rio Grande do Sol, Brazil
| | - Susan P Walker
- The University of the West Indies, Tropical Medicine Research Institute, Mona Campus, Kingston, Jamaica
| | - Zulfiqar A Bhutta
- The Aga Khan University and Medical Center, Department of Pediatrics, Karachi, Pakistan
| | - Parul Christian
- Johns Hopkins University, Bloomberg School of Public Health, Baltimore, MD, USA
| | - Mercedes de Onis
- World Health Organization, Department of Nutrition for Health and Development, Geneva, Switzerland
| | - Majid Ezzati
- Imperial College of London, St Mary's Campus, School of Public Health, MRC-HPA Centre for Environment and Health, Department of Epidemiology and Biostatistics, London, UK
| | - Sally Grantham-McGregor
- Institute of Child Health, University College London, London, UK; The University of the West Indies, Mona, Jamaica
| | - Joanne Katz
- Johns Hopkins University, Bloomberg School of Public Health, Baltimore, MD, USA
| | | | - Ricardo Uauy
- London School of Hygiene and Tropical Medicine, London, UK
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Prentice AM, Ward KA, Goldberg GR, Jarjou LM, Moore SE, Fulford AJ, Prentice A. Critical windows for nutritional interventions against stunting. Am J Clin Nutr 2013; 97:911-8. [PMID: 23553163 PMCID: PMC3628381 DOI: 10.3945/ajcn.112.052332] [Citation(s) in RCA: 298] [Impact Index Per Article: 24.8] [Reference Citation Analysis] [Abstract] [Track Full Text] [Download PDF] [Figures] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/14/2022] Open
Abstract
An analysis of early growth patterns in children from 54 resource-poor countries in Africa and Southeast Asia shows a rapid falloff in the height-for-age z score during the first 2 y of life and no recovery until ≥5 y of age. This finding has focused attention on the period -9 to 24 mo as a window of opportunity for interventions against stunting and has garnered considerable political backing for investment targeted at the first 1000 d. These important initiatives should not be undermined, but the objective of this study was to counteract the growing impression that interventions outside of this period cannot be effective. We illustrate our arguments using longitudinal data from the Consortium of Health Oriented Research in Transitioning collaboration (Brazil, Guatemala, India, Philippines, and South Africa) and our own cross-sectional and longitudinal growth data from rural Gambia. We show that substantial height catch-up occurs between 24 mo and midchildhood and again between midchildhood and adulthood, even in the absence of any interventions. Longitudinal growth data from rural Gambia also illustrate that an extended pubertal growth phase allows very considerable height recovery, especially in girls during adolescence. In light of the critical importance of maternal stature to her children's health, our arguments are a reminder of the importance of the more comprehensive UNICEF/Sub-Committee on Nutrition Through the Life-Cycle approach. In particular, we argue that adolescence represents an additional window of opportunity during which substantial life cycle and intergenerational effects can be accrued. The regulation of such growth is complex and may be affected by nutritional interventions imposed many years previously.
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Affiliation(s)
- Andrew M Prentice
- Medical Research Council International Nutrition Group, London School of Hygiene & Tropical Medicine, London, United Kingdom.
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Gandhi M, Teivaanmaki T, Maleta K, Duan X, Ashorn P, Cheung YB. Child development at 5 years of age predicted mathematics ability and schooling outcomes in Malawian adolescents. Acta Paediatr 2013; 102:58-65. [PMID: 22957670 DOI: 10.1111/apa.12021] [Citation(s) in RCA: 8] [Impact Index Per Article: 0.7] [Reference Citation Analysis] [Abstract] [MESH Headings] [Track Full Text] [Journal Information] [Submit a Manuscript] [Subscribe] [Scholar Register] [Indexed: 10/27/2022]
Abstract
AIM This study aimed to examine the association between child development at 5 years of age and mathematics ability and schooling outcomes at 12 years of age in Malawian children. METHODS A prospective cohort study looking at 609 rural Malawian children. Outcome measures were percentage of correctly answered mathematics questions, highest school grade completed and number of times repeating school grades at 12 years of age. A child development summary score obtained at 5 years of age was the main exposure variable. Regression analyses were used to estimate the association and adjust for confounders. Sensitivity analysis was performed by handling losses to follow-up with multiple imputation (MI) method. RESULTS The summary score was positively associated with percentage of correctly answered mathematics questions (p = 0.057; p = 0.031 MI) and with highest school grade completed (p = 0.096; p = 0.070 MI), and negatively associated with number of times repeating school grades (p = 0.834; p = 0.339 MI). Fine motor score at 5 years was independently associated with the mathematic score (p = 0.032; p = 0.011 MI). The association between child development and mathematics ability did not depend on school attendance. CONCLUSION Child development at 5 years of age showed signs of positive association with mathematics ability and possibly with highest school grade completed at 12 years of age.
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Affiliation(s)
- Mihir Gandhi
- Centre for Quantitative Medicine, Office of Clinical Sciences, Duke-NUS Graduate Medical School, Singapore
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Effects of a community-based approach of food and psychosocial stimulation on growth and development of severely malnourished children in Bangladesh: a randomised trial. Eur J Clin Nutr 2012; 66:701-9. [PMID: 22353925 DOI: 10.1038/ejcn.2012.13] [Citation(s) in RCA: 66] [Impact Index Per Article: 5.1] [Reference Citation Analysis] [Abstract] [Track Full Text] [Journal Information] [Subscribe] [Scholar Register] [Indexed: 11/09/2022]
Abstract
BACKGROUND/OBJECTIVE Psychosocial stimulation (PS) and food supplementation (FS) improve development of malnourished children. This study evaluates the effects of a community-based approach of PS and FS on growth and development of severely malnourished children. SUBJECTS/METHODS Severely underweight hospitalised children aged 6-24 months (n = 507) were randomly allocated on discharge to five groups: (i) PS, (ii) FS, (iii) PS+FS, (iv) clinic-control and (v) hospital-control. PS included play sessions and parental counselling on child development. This was done at each fortnightly follow-up visit, that is, every second week, for 6 months at community clinics. FS included distribution of cereal-based food packets (150-300 kcal/day) for 3 months. All groups received medical care, micronutrient supplementation, health-education and growth monitoring. Children's development was assessed using revised version of Bayley Scales of Infant Development at baseline and after 3 and 6 months of intervention. Anthropometry was measured using standard procedure. RESULTS Comparing groups with any stimulation with those with no stimulation there was a significant effect of stimulation on children's mental development index (group*session interaction P = 0.037, effect size = 0.37 s.d.) and weight-for-age Z-score (group*session interaction P = 0.02, effect size=0.26 s.d.). Poor levels of development and nutritional status were sustained, however, due to their initial very severe malnutrition. There was no effect on motor development and linear growth. CONCLUSION Children receiving any stimulation showed a significant benefit to mental development and growth in weight. More intensive intervention with longer duration is needed to correct their poor developmental levels and nutritional status.
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