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Published in: BMC Medicine 1/2022

Open Access 01-12-2022 | Language Development | Research article

Short stature and language development in the United Kingdom: a longitudinal analysis of children from the Millennium Cohort Study

Authors: Joseph Freer, Joanna Orr, Joan K. Morris, Robert Walton, Leo Dunkel, Helen L. Storr, Andrew J. Prendergast

Published in: BMC Medicine | Issue 1/2022

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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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Literature
2.
go back to reference Orr J, Freer J, Morris JK, Hancock C, Walton R, Dunkel L, et al. Regional differences in short stature in England between 2006 and 2019: a cross-sectional analysis from the National Child Measurement Programme. PLoS Med. 2021;18(9):e1003760-e.CrossRef Orr J, Freer J, Morris JK, Hancock C, Walton R, Dunkel L, et al. Regional differences in short stature in England between 2006 and 2019: a cross-sectional analysis from the National Child Measurement Programme. PLoS Med. 2021;18(9):e1003760-e.CrossRef
3.
go back to reference Hancock C, Bettiol S, Smith L. Socioeconomic variation in height: analysis of National Child Measurement Programme data for England. Arch Dis Child. 2016;101(5):422–6.PubMedCrossRef Hancock C, Bettiol S, Smith L. Socioeconomic variation in height: analysis of National Child Measurement Programme data for England. Arch Dis Child. 2016;101(5):422–6.PubMedCrossRef
4.
5.
go back to reference Grantham-McGregor S, Cheung YB, Cueto S, Glewwe P, Richter L, Strupp B. Developmental potential in the first 5 years for children in developing countries. The Lancet. 2007;369(9555):60–70.CrossRef Grantham-McGregor S, Cheung YB, Cueto S, Glewwe P, Richter L, Strupp B. Developmental potential in the first 5 years for children in developing countries. The Lancet. 2007;369(9555):60–70.CrossRef
6.
go back to reference Crookston BT, Schott W, Cueto S, Dearden KA, Engle P, Georgiadis A, et al. Postinfancy growth, schooling, and cognitive achievement: Young Lives. Am J Clin Nutr. 2013;98(6):1555–63.PubMedPubMedCentralCrossRef Crookston BT, Schott W, Cueto S, Dearden KA, Engle P, Georgiadis A, et al. Postinfancy growth, schooling, and cognitive achievement: Young Lives. Am J Clin Nutr. 2013;98(6):1555–63.PubMedPubMedCentralCrossRef
7.
go back to reference 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(11):1852–9.PubMedPubMedCentralCrossRef 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(11):1852–9.PubMedPubMedCentralCrossRef
8.
go back to reference Fink G, Rockers PC. Childhood growth, schooling, and cognitive development: further evidence from the Young Lives study. Am J Clin Nutr. 2014;100(1):182–8.PubMedCrossRef Fink G, Rockers PC. Childhood growth, schooling, and cognitive development: further evidence from the Young Lives study. Am J Clin Nutr. 2014;100(1):182–8.PubMedCrossRef
9.
go back to reference Georgiadis A, Benny L, Crookston B, Duc L, Hermida P, Mani S, et al. Growth trajectories from conception through middle childhood and cognitive achievement at age 8 years: evidence from four low- and middle-income countries. SSM - Population Health. 2016;2:43–54.PubMedPubMedCentralCrossRef Georgiadis A, Benny L, Crookston B, Duc L, Hermida P, Mani S, et al. Growth trajectories from conception through middle childhood and cognitive achievement at age 8 years: evidence from four low- and middle-income countries. SSM - Population Health. 2016;2:43–54.PubMedPubMedCentralCrossRef
10.
go back to reference Crookston BT, Penny ME, Alder SC, Dickerson TT, Merrill RM, Stanford JB, et al. Children who recover from early stunting and children who are not stunted demonstrate similar levels of cognition. J Nutr. 2010;140(11):1996–2001.PubMedCrossRef Crookston BT, Penny ME, Alder SC, Dickerson TT, Merrill RM, Stanford JB, et al. Children who recover from early stunting and children who are not stunted demonstrate similar levels of cognition. J Nutr. 2010;140(11):1996–2001.PubMedCrossRef
11.
go back to reference Poveda NE, Hartwig FP, Victora CG, Adair LS, Barros FC, Bhargava SK, et al. Patterns of growth in childhood in relation to adult schooling attainment and intelligence quotient in 6 birth cohorts in low- and middle-income countries: evidence from the Consortium of Health-Oriented Research in Transitioning Societies (COHORTS). J Nutr. 2021;151(8):2342–52.PubMedPubMedCentralCrossRef Poveda NE, Hartwig FP, Victora CG, Adair LS, Barros FC, Bhargava SK, et al. Patterns of growth in childhood in relation to adult schooling attainment and intelligence quotient in 6 birth cohorts in low- and middle-income countries: evidence from the Consortium of Health-Oriented Research in Transitioning Societies (COHORTS). J Nutr. 2021;151(8):2342–52.PubMedPubMedCentralCrossRef
12.
go back to reference Nahar B, Hossain M, Mahfuz M, Islam MM, Hossain MI, Murray-Kolb LE, et al. Early childhood development and stunting: findings from the MAL-ED birth cohort study in Bangladesh. Matern Child Nutr. 2020;16(1):e12864.PubMedCrossRef Nahar B, Hossain M, Mahfuz M, Islam MM, Hossain MI, Murray-Kolb LE, et al. Early childhood development and stunting: findings from the MAL-ED birth cohort study in Bangladesh. Matern Child Nutr. 2020;16(1):e12864.PubMedCrossRef
13.
go back to reference Berkman DS, Lescano AG, Gilman RH, Lopez SL, Black MM. Effects of stunting, diarrhoeal disease, and parasitic infection during infancy on cognition in late childhood: a follow-up study. Lancet. 2002;359(9306):564–71.PubMedCrossRef Berkman DS, Lescano AG, Gilman RH, Lopez SL, Black MM. Effects of stunting, diarrhoeal disease, and parasitic infection during infancy on cognition in late childhood: a follow-up study. Lancet. 2002;359(9306):564–71.PubMedCrossRef
14.
go back to reference Walker SP, Chang SM, Powell CA, Grantham-McGregor SM. Effects of early childhood psychosocial stimulation and nutritional supplementation on cognition and education in growth-stunted Jamaican children: prospective cohort study. Lancet. 2005;366(9499):1804–7.PubMedCrossRef Walker SP, Chang SM, Powell CA, Grantham-McGregor SM. Effects of early childhood psychosocial stimulation and nutritional supplementation on cognition and education in growth-stunted Jamaican children: prospective cohort study. Lancet. 2005;366(9499):1804–7.PubMedCrossRef
15.
go back to reference Miller AC, Murray MB, Thomson DR, Arbour MC. How consistent are associations between stunting and child development? Evidence from a meta-analysis of associations between stunting and multidimensional child development in fifteen low- and middle-income countries. Public Health Nutr. 2016;19(8):1339–47.PubMedCrossRef Miller AC, Murray MB, Thomson DR, Arbour MC. How consistent are associations between stunting and child development? Evidence from a meta-analysis of associations between stunting and multidimensional child development in fifteen low- and middle-income countries. Public Health Nutr. 2016;19(8):1339–47.PubMedCrossRef
16.
go back to reference Hamadani JD, Tofail F, Huda SN, Alam DS, Ridout DA, Attanasio O, et al. Cognitive deficit and poverty in the first 5 years of childhood in Bangladesh. Pediatrics. 2014;134(4):e1001–8.PubMedCrossRef Hamadani JD, Tofail F, Huda SN, Alam DS, Ridout DA, Attanasio O, et al. Cognitive deficit and poverty in the first 5 years of childhood in Bangladesh. Pediatrics. 2014;134(4):e1001–8.PubMedCrossRef
17.
go back to reference Haile D, Nigatu D, Gashaw K, Demelash H. Height for age z score and cognitive function are associated with academic performance among school children aged 8–11 years old. Arch Public Health. 2016;74:17.PubMedPubMedCentralCrossRef Haile D, Nigatu D, Gashaw K, Demelash H. Height for age z score and cognitive function are associated with academic performance among school children aged 8–11 years old. Arch Public Health. 2016;74:17.PubMedPubMedCentralCrossRef
18.
go back to reference Sudfeld CR, McCoy DC, Danaei G, Fink G, Ezzati M, Andrews KG, et al. Linear growth and child development in low- and middle-income countries: a meta-analysis. Pediatrics. 2015;135(5):e1266–75.PubMedCrossRef Sudfeld CR, McCoy DC, Danaei G, Fink G, Ezzati M, Andrews KG, et al. Linear growth and child development in low- and middle-income countries: a meta-analysis. Pediatrics. 2015;135(5):e1266–75.PubMedCrossRef
19.
go back to reference Horta BL, Victora CG, de Mola CL, Quevedo L, Pinheiro RT, Gigante DP, et al. Associations of linear growth and relative weight gain in early life with human capital at 30 years of age. J Pediatr. 2017;182:85-91.e3.PubMedPubMedCentralCrossRef Horta BL, Victora CG, de Mola CL, Quevedo L, Pinheiro RT, Gigante DP, et al. Associations of linear growth and relative weight gain in early life with human capital at 30 years of age. J Pediatr. 2017;182:85-91.e3.PubMedPubMedCentralCrossRef
20.
go back to reference Gandhi M, Ashorn P, Maleta K, Teivaanmäki T, Duan X, Cheung YB. Height gain during early childhood is an important predictor of schooling and mathematics ability outcomes. Acta Paediatr. 2011;100(8):1113–8.PubMedCrossRef Gandhi M, Ashorn P, Maleta K, Teivaanmäki T, Duan X, Cheung YB. Height gain during early childhood is an important predictor of schooling and mathematics ability outcomes. Acta Paediatr. 2011;100(8):1113–8.PubMedCrossRef
21.
go back to reference Tarleton JL, Haque R, Mondal D, Shu J, Farr BM, Petri WA Jr. Cognitive effects of diarrhea, malnutrition, and Entamoeba histolytica infection on school age children in Dhaka. Bangladesh Am J Trop Med Hyg. 2006;74(3):475–81.PubMedCrossRef Tarleton JL, Haque R, Mondal D, Shu J, Farr BM, Petri WA Jr. Cognitive effects of diarrhea, malnutrition, and Entamoeba histolytica infection on school age children in Dhaka. Bangladesh Am J Trop Med Hyg. 2006;74(3):475–81.PubMedCrossRef
22.
23.
go back to reference Richards M, Hardy R, Kuh D, Wadsworth ME. Birthweight, postnatal growth and cognitive function in a national UK birth cohort. Int J Epidemiol. 2002;31(2):342–8.PubMedCrossRef Richards M, Hardy R, Kuh D, Wadsworth ME. Birthweight, postnatal growth and cognitive function in a national UK birth cohort. Int J Epidemiol. 2002;31(2):342–8.PubMedCrossRef
24.
go back to reference Pearce MS, Deary IJ, Young AH, Parker L. Growth in early life and childhood IQ at age 11 years: the Newcastle Thousand Families Study. Int J Epidemiol. 2005;34(3):673–7.PubMedCrossRef Pearce MS, Deary IJ, Young AH, Parker L. Growth in early life and childhood IQ at age 11 years: the Newcastle Thousand Families Study. Int J Epidemiol. 2005;34(3):673–7.PubMedCrossRef
25.
go back to reference University of London IoE, Centre for Longitudinal Studies. Millennium Cohort Study: first survey, 2001–2003. 13th Edition ed. London: UK Data Service; 2021. University of London IoE, Centre for Longitudinal Studies. Millennium Cohort Study: first survey, 2001–2003. 13th Edition ed. London: UK Data Service; 2021.
26.
go back to reference University of London IoE, Centre for Longitudinal Studies. Millennium Cohort Study: second survey, 2003–2005. London. University of London IoE, Centre for Longitudinal Studies. Millennium Cohort Study: second survey, 2003–2005. London.
27.
go back to reference 10th Edition ed. UK Data Service. London: 2021. 10th Edition ed. UK Data Service. London: 2021.
28.
go back to reference University of London IoE, Centre for Longitudinal Studies. Millennium Cohort Study: third survey. London: 2006. University of London IoE, Centre for Longitudinal Studies. Millennium Cohort Study: third survey. London: 2006.
29.
go back to reference 8th Edition ed. UK Data Service. London: 2021. 8th Edition ed. UK Data Service. London: 2021.
30.
go back to reference University of London IoE, Centre for Longitudinal Studies. Millennium Cohort Study: fourth survey. London: 2008. University of London IoE, Centre for Longitudinal Studies. Millennium Cohort Study: fourth survey. London: 2008.
31.
go back to reference 8th Edition ed. UK Data Service. London: 2021. 8th Edition ed. UK Data Service. London: 2021.
32.
go back to reference University of London IoE, Centre for Longitudinal Studies. Millennium Cohort Study: fifth survey, 2012. 5th Edition ed. UK Data Service. London: 2021. University of London IoE, Centre for Longitudinal Studies. Millennium Cohort Study: fifth survey, 2012. 5th Edition ed. UK Data Service. London: 2021.
33.
go back to reference University of London IoE, Centre for Longitudinal Studies. Millennium Cohort Study: sixth survey, 2015. 7th Edition ed. UK Data Service. London: 2020. University of London IoE, Centre for Longitudinal Studies. Millennium Cohort Study: sixth survey, 2015. 7th Edition ed. UK Data Service. London: 2020.
34.
go back to reference University of London IoE, Centre for Longitudinal Studies. Millennium Cohort Study: seventh survey, 2018. 2nd Edition ed. London: UK Data Service; 2021. University of London IoE, Centre for Longitudinal Studies. Millennium Cohort Study: seventh survey, 2018. 2nd Edition ed. London: UK Data Service; 2021.
35.
go back to reference Joshi H, Fitzsimons E. The Millennium Cohort Study: the making of a multi-purpose resource for social science and policy. Longitudinal Life Course Studies. 2016;7(4):409–30.CrossRef Joshi H, Fitzsimons E. The Millennium Cohort Study: the making of a multi-purpose resource for social science and policy. Longitudinal Life Course Studies. 2016;7(4):409–30.CrossRef
36.
go back to reference Connelly R. Interpreting test scores. Institute of Education, Discussion Paper. 2013(2013/1). Connelly R. Interpreting test scores. Institute of Education, Discussion Paper. 2013(2013/1).
37.
go back to reference Barbuscia A, Mills MC. Cognitive development in children up to age 11 years born after ART—a longitudinal cohort study. Hum Reprod. 2017;32(7):1482–8.PubMedPubMedCentralCrossRef Barbuscia A, Mills MC. Cognitive development in children up to age 11 years born after ART—a longitudinal cohort study. Hum Reprod. 2017;32(7):1482–8.PubMedPubMedCentralCrossRef
38.
go back to reference Wright CM, Williams AF, Elliman D, Bedford H, Birks E, Butler G, et al. Using the new UK-WHO growth charts. BMJ. 2010;340:c1140.PubMedCrossRef Wright CM, Williams AF, Elliman D, Bedford H, Birks E, Butler G, et al. Using the new UK-WHO growth charts. BMJ. 2010;340:c1140.PubMedCrossRef
39.
go back to reference Shenkin SD, Starr JM, Deary IJ. Birth weight and cognitive ability in childhood: a systematic review. Psychol Bull. 2004;130(6):989–1013.PubMedCrossRef Shenkin SD, Starr JM, Deary IJ. Birth weight and cognitive ability in childhood: a systematic review. Psychol Bull. 2004;130(6):989–1013.PubMedCrossRef
40.
go back to reference Linsell L, Malouf R, Morris J, Kurinczuk JJ, Marlow N. Prognostic factors for poor cognitive development in children born very preterm or with very low birth weight: a systematic review. JAMA Pediatr. 2015;169(12):1162–72.PubMedPubMedCentralCrossRef Linsell L, Malouf R, Morris J, Kurinczuk JJ, Marlow N. Prognostic factors for poor cognitive development in children born very preterm or with very low birth weight: a systematic review. JAMA Pediatr. 2015;169(12):1162–72.PubMedPubMedCentralCrossRef
41.
go back to reference Caravale B, Tozzi C, Albino G, Vicari S. Cognitive development in low risk preterm infants at 3–4 years of life. Arch Dis Child Fetal Neonatal Ed. 2005;90(6):F474–9.PubMedPubMedCentralCrossRef Caravale B, Tozzi C, Albino G, Vicari S. Cognitive development in low risk preterm infants at 3–4 years of life. Arch Dis Child Fetal Neonatal Ed. 2005;90(6):F474–9.PubMedPubMedCentralCrossRef
42.
go back to reference Investigators M-EN. Early childhood cognitive development is affected by interactions among illness, diet, enteropathogens and the home environment: findings from the MAL-ED birth cohort study. BMJ Glob Health. 2018;3(4):e000752.CrossRef Investigators M-EN. Early childhood cognitive development is affected by interactions among illness, diet, enteropathogens and the home environment: findings from the MAL-ED birth cohort study. BMJ Glob Health. 2018;3(4):e000752.CrossRef
43.
go back to reference Sacker A, Quigley MA, Kelly YJ. Breastfeeding and developmental delay: findings from the millennium cohort study. Pediatrics. 2006;118(3):e682–9.PubMedCrossRef Sacker A, Quigley MA, Kelly YJ. Breastfeeding and developmental delay: findings from the millennium cohort study. Pediatrics. 2006;118(3):e682–9.PubMedCrossRef
44.
go back to reference Smith JM. Breastfeeding and language outcomes: a review of the literature. J Commun Disord. 2015;57:29–40.PubMedCrossRef Smith JM. Breastfeeding and language outcomes: a review of the literature. J Commun Disord. 2015;57:29–40.PubMedCrossRef
45.
go back to reference Hernández-Alava M, Popli G. Children’s development and parental input: evidence from the UK Millennium Cohort Study. Demography. 2017;54(2):485–511.PubMedCrossRef Hernández-Alava M, Popli G. Children’s development and parental input: evidence from the UK Millennium Cohort Study. Demography. 2017;54(2):485–511.PubMedCrossRef
46.
go back to reference Mensah FK, Kiernan KE. Parents’ mental health and children’s cognitive and social development: families in England in the Millennium Cohort Study. Soc Psychiatry Psychiatr Epidemiol. 2010;45(11):1023–35.PubMedCrossRef Mensah FK, Kiernan KE. Parents’ mental health and children’s cognitive and social development: families in England in the Millennium Cohort Study. Soc Psychiatry Psychiatr Epidemiol. 2010;45(11):1023–35.PubMedCrossRef
47.
go back to reference Field T. Prenatal depression effects on early development: a review. Infant Behav Dev. 2011;34(1):1–14.PubMedCrossRef Field T. Prenatal depression effects on early development: a review. Infant Behav Dev. 2011;34(1):1–14.PubMedCrossRef
48.
go back to reference Srivastava P, Trinh TA. The effect of parental smoking on children’s cognitive and non-cognitive skills. Econ Hum Biol. 2021;41:100978.PubMedCrossRef Srivastava P, Trinh TA. The effect of parental smoking on children’s cognitive and non-cognitive skills. Econ Hum Biol. 2021;41:100978.PubMedCrossRef
49.
go back to reference Tearne JE. Older maternal age and child behavioral and cognitive outcomes: a review of the literature. Fertil Steril. 2015;103(6):1381–91.PubMedCrossRef Tearne JE. Older maternal age and child behavioral and cognitive outcomes: a review of the literature. Fertil Steril. 2015;103(6):1381–91.PubMedCrossRef
50.
go back to reference Moulton V, Goodman A, Nasim B, Ploubidis GB, Gambaro L. Parental wealth and children’s cognitive ability, mental, and physical health: evidence from the UK Millennium Cohort Study. Child Dev. 2021;92(1):115–23.PubMedCrossRef Moulton V, Goodman A, Nasim B, Ploubidis GB, Gambaro L. Parental wealth and children’s cognitive ability, mental, and physical health: evidence from the UK Millennium Cohort Study. Child Dev. 2021;92(1):115–23.PubMedCrossRef
51.
go back to reference Tomalski P, Moore DG, Ribeiro H, Axelsson EL, Murphy E, Karmiloff-Smith A, et al. Socioeconomic status and functional brain development - associations in early infancy. Dev Sci. 2013;16(5):676–87.PubMedCrossRef Tomalski P, Moore DG, Ribeiro H, Axelsson EL, Murphy E, Karmiloff-Smith A, et al. Socioeconomic status and functional brain development - associations in early infancy. Dev Sci. 2013;16(5):676–87.PubMedCrossRef
52.
go back to reference Jelenkovic A, Yokoyama Y, Sund R, Hur YM, Harris JR, Brandt I, et al. Associations between birth size and later height from infancy through adulthood: an individual based pooled analysis of 28 twin cohorts participating in the CODATwins project. Early Hum Dev. 2018;120:53–60.PubMedPubMedCentralCrossRef Jelenkovic A, Yokoyama Y, Sund R, Hur YM, Harris JR, Brandt I, et al. Associations between birth size and later height from infancy through adulthood: an individual based pooled analysis of 28 twin cohorts participating in the CODATwins project. Early Hum Dev. 2018;120:53–60.PubMedPubMedCentralCrossRef
53.
go back to reference Haas JD, Campirano F. Interpopulation variation in height among children 7 to 18 years of age. Food Nutr Bull. 2006;27(4 Suppl Growth Standard):S212-23.PubMedCrossRef Haas JD, Campirano F. Interpopulation variation in height among children 7 to 18 years of age. Food Nutr Bull. 2006;27(4 Suppl Growth Standard):S212-23.PubMedCrossRef
54.
56.
go back to reference Li L, Power C. Influences on childhood height: comparing two generations in the 1958 British birth cohort. Int J Epidemiol. 2004;33(6):1320–8.PubMedCrossRef Li L, Power C. Influences on childhood height: comparing two generations in the 1958 British birth cohort. Int J Epidemiol. 2004;33(6):1320–8.PubMedCrossRef
57.
go back to reference Wright CM, Booth IW, Buckler JMH, Cameron N, Cole TJ, Healy MJR, et al. Growth reference charts for use in the United Kingdom. Arch Dis Child. 2002;86(1):11–4.PubMedPubMedCentralCrossRef Wright CM, Booth IW, Buckler JMH, Cameron N, Cole TJ, Healy MJR, et al. Growth reference charts for use in the United Kingdom. Arch Dis Child. 2002;86(1):11–4.PubMedPubMedCentralCrossRef
59.
go back to reference Bolton P. Education: historical statistics. London: House of Commons Library; 2012;27. Bolton P. Education: historical statistics. London: House of Commons Library; 2012;27.
61.
go back to reference Hansen K, Johnson J, Calderwood L, Mostafa T, Platt L, Rosenberg R, Smith K. Millennium cohort study: a guide to the datasets. Centre for Longitudinal Studies. In CLS Working Papers Series (CLS Working Papers Series). 2014. Hansen K, Johnson J, Calderwood L, Mostafa T, Platt L, Rosenberg R, Smith K. Millennium cohort study: a guide to the datasets. Centre for Longitudinal Studies. In CLS Working Papers Series (CLS Working Papers Series). 2014.
62.
go back to reference Nagin DS, Jones BL, Passos VL, Tremblay RE. Group-based multi-trajectory modeling. Stat Methods Med Res. 2018;27(7):2015–23.PubMedCrossRef Nagin DS, Jones BL, Passos VL, Tremblay RE. Group-based multi-trajectory modeling. Stat Methods Med Res. 2018;27(7):2015–23.PubMedCrossRef
64.
go back to reference Stephen MD, Varni JW, Limbers CA, Yafi M, Heptulla RA, Renukuntla VS, et al. Health-related quality of life and cognitive functioning in pediatric short stature: comparison of growth-hormone-naïve, growth-hormone-treated, and healthy samples. Eur J Pediatr. 2011;170(3):351–8.PubMedCrossRef Stephen MD, Varni JW, Limbers CA, Yafi M, Heptulla RA, Renukuntla VS, et al. Health-related quality of life and cognitive functioning in pediatric short stature: comparison of growth-hormone-naïve, growth-hormone-treated, and healthy samples. Eur J Pediatr. 2011;170(3):351–8.PubMedCrossRef
65.
go back to reference Porter WT. The physical basis of precocity and dullness. 1893. Nutrition. 1992;8(4):285–97 (discussion 98).PubMed Porter WT. The physical basis of precocity and dullness. 1893. Nutrition. 1992;8(4):285–97 (discussion 98).PubMed
66.
go back to reference Wilson DM, Hammer LD, Duncan PM, Dornbusch SM, Ritter PL, Hintz RL, et al. Growth and intellectual development. Pediatrics. 1986;78(4):646–50.PubMedCrossRef Wilson DM, Hammer LD, Duncan PM, Dornbusch SM, Ritter PL, Hintz RL, et al. Growth and intellectual development. Pediatrics. 1986;78(4):646–50.PubMedCrossRef
67.
go back to reference Weinberg WA, Dietz SG, Penick EC, McAlister WH. Intelligence, reading achievement, physical size and social class. A study of St. Louis Caucasian boys aged 8-0 to 9-6 years, attending regular schools. J Pediatr. 1974;85(4):482–9.PubMedCrossRef Weinberg WA, Dietz SG, Penick EC, McAlister WH. Intelligence, reading achievement, physical size and social class. A study of St. Louis Caucasian boys aged 8-0 to 9-6 years, attending regular schools. J Pediatr. 1974;85(4):482–9.PubMedCrossRef
69.
go back to reference Gale CR, O’Callaghan FJ, Godfrey KM, Law CM, Martyn CN. Critical periods of brain growth and cognitive function in children. Brain. 2004;127(Pt 2):321–9.PubMedCrossRef Gale CR, O’Callaghan FJ, Godfrey KM, Law CM, Martyn CN. Critical periods of brain growth and cognitive function in children. Brain. 2004;127(Pt 2):321–9.PubMedCrossRef
70.
go back to reference Pollitt E, Mueller W. The relation of growth to cognition in a well-nourished preschool population. Child Dev. 1982;53(5):1157–63.PubMedCrossRef Pollitt E, Mueller W. The relation of growth to cognition in a well-nourished preschool population. Child Dev. 1982;53(5):1157–63.PubMedCrossRef
71.
go back to reference Wheeler PG, Bresnahan K, Shephard BA, Lau J, Balk EM. Short stature and functional impairment: a systematic review. Arch Pediatr Adolesc Med. 2004;158(3):236–43.PubMedCrossRef Wheeler PG, Bresnahan K, Shephard BA, Lau J, Balk EM. Short stature and functional impairment: a systematic review. Arch Pediatr Adolesc Med. 2004;158(3):236–43.PubMedCrossRef
72.
go back to reference Perumal N, Bassani DG, Roth DE. Use and misuse of stunting as a measure of child health. J Nutr. 2018;148(3):311–5.PubMedCrossRef Perumal N, Bassani DG, Roth DE. Use and misuse of stunting as a measure of child health. J Nutr. 2018;148(3):311–5.PubMedCrossRef
73.
go back to reference Spittle A, Orton J, Anderson PJ, Boyd R, Doyle LW. Early developmental intervention programmes provided post hospital discharge to prevent motor and cognitive impairment in preterm infants. Cochrane Database Syst Rev. 2015;11:CD005495. Spittle A, Orton J, Anderson PJ, Boyd R, Doyle LW. Early developmental intervention programmes provided post hospital discharge to prevent motor and cognitive impairment in preterm infants. Cochrane Database Syst Rev. 2015;11:CD005495.
74.
go back to reference Schady N, Behrman J, Araujo MC, Azuero R, Bernal R, Bravo D, et al. Wealth gradients in early childhood cognitive development in five Latin American countries. J Hum Resour. 2015;50(2):446–63.PubMedPubMedCentralCrossRef Schady N, Behrman J, Araujo MC, Azuero R, Bernal R, Bravo D, et al. Wealth gradients in early childhood cognitive development in five Latin American countries. J Hum Resour. 2015;50(2):446–63.PubMedPubMedCentralCrossRef
75.
go back to reference Victora CG, Adair L, Fall C, Hallal PC, Martorell R, Richter L, et al. Maternal and child undernutrition: consequences for adult health and human capital. Lancet. 2008;371(9609):340–57.PubMedPubMedCentralCrossRef Victora CG, Adair L, Fall C, Hallal PC, Martorell R, Richter L, et al. Maternal and child undernutrition: consequences for adult health and human capital. Lancet. 2008;371(9609):340–57.PubMedPubMedCentralCrossRef
76.
go back to reference Poveda NE, Hartwig FP, Victora CG, Adair LS, Barros FC, Bhargava SK, et al. Patterns of growth in childhood in relation to adult schooling attainment and intelligence quotient in 6 birth cohorts in low- and middle-income countries: evidence from the Consortium of Health-Oriented Research in Transitioning Societies (COHORTS). J Nutr. 2021;151(8):2342–52.PubMedPubMedCentralCrossRef Poveda NE, Hartwig FP, Victora CG, Adair LS, Barros FC, Bhargava SK, et al. Patterns of growth in childhood in relation to adult schooling attainment and intelligence quotient in 6 birth cohorts in low- and middle-income countries: evidence from the Consortium of Health-Oriented Research in Transitioning Societies (COHORTS). J Nutr. 2021;151(8):2342–52.PubMedPubMedCentralCrossRef
77.
go back to reference Hoddinott J, Behrman JR, Maluccio JA, Melgar P, Quisumbing AR, Ramirez-Zea M, et al. Adult consequences of growth failure in early childhood. Am J Clin Nutr. 2013;98(5):1170–8.PubMedPubMedCentralCrossRef Hoddinott J, Behrman JR, Maluccio JA, Melgar P, Quisumbing AR, Ramirez-Zea M, et al. Adult consequences of growth failure in early childhood. Am J Clin Nutr. 2013;98(5):1170–8.PubMedPubMedCentralCrossRef
78.
go back to reference Baptista Menezes AM, Oliveira PD, Wehrmeister FC, Anselmi L, Gonçalves H, Martorell R, et al. Associations between growth from birth to 18 years, intelligence, and schooling in a Brazilian cohort. Am J Clin Nutr. 2020;112(1):187–94.PubMedPubMedCentralCrossRef Baptista Menezes AM, Oliveira PD, Wehrmeister FC, Anselmi L, Gonçalves H, Martorell R, et al. Associations between growth from birth to 18 years, intelligence, and schooling in a Brazilian cohort. Am J Clin Nutr. 2020;112(1):187–94.PubMedPubMedCentralCrossRef
79.
go back to reference Pongcharoen T, Ramakrishnan U, DiGirolamo AM, Winichagoon P, Flores R, Singkhornard J, et al. Influence of prenatal and postnatal growth on intellectual functioning in school-aged children. Arch Pediatr Adolesc Med. 2012;166(5):411–6.PubMedCrossRef Pongcharoen T, Ramakrishnan U, DiGirolamo AM, Winichagoon P, Flores R, Singkhornard J, et al. Influence of prenatal and postnatal growth on intellectual functioning in school-aged children. Arch Pediatr Adolesc Med. 2012;166(5):411–6.PubMedCrossRef
80.
go back to reference Martorell R, Horta BL, Adair LS, Stein AD, Richter L, Fall CH, et al. Weight gain in the first two years of life is an important predictor of schooling outcomes in pooled analyses from five birth cohorts from low- and middle-income countries. J Nutr. 2010;140(2):348–54.PubMedPubMedCentralCrossRef Martorell R, Horta BL, Adair LS, Stein AD, Richter L, Fall CH, et al. Weight gain in the first two years of life is an important predictor of schooling outcomes in pooled analyses from five birth cohorts from low- and middle-income countries. J Nutr. 2010;140(2):348–54.PubMedPubMedCentralCrossRef
81.
go back to reference M M. Strategic review of health inequalities in England post-2010. 2010. M M. Strategic review of health inequalities in England post-2010. 2010.
82.
go back to reference Jane C, Duncan T. Early test scores, socioeconomic status and future outcomes. Cambridge: National Bureau of Economic Research; 1999. Jane C, Duncan T. Early test scores, socioeconomic status and future outcomes. Cambridge: National Bureau of Economic Research; 1999.
83.
go back to reference Magnusson PK, Rasmussen F, Gyllensten UB. Height at age 18 years is a strong predictor of attained education later in life: cohort study of over 950,000 Swedish men. Int J Epidemiol. 2006;35(3):658–63.PubMedCrossRef Magnusson PK, Rasmussen F, Gyllensten UB. Height at age 18 years is a strong predictor of attained education later in life: cohort study of over 950,000 Swedish men. Int J Epidemiol. 2006;35(3):658–63.PubMedCrossRef
85.
go back to reference Cameron N, Preece MA, Cole TJ. Catch-up growth or regression to the mean? Recovery from stunting revisited. Am J Hum Biol. 2005;17(4):412–7.PubMedCrossRef Cameron N, Preece MA, Cole TJ. Catch-up growth or regression to the mean? Recovery from stunting revisited. Am J Hum Biol. 2005;17(4):412–7.PubMedCrossRef
86.
go back to reference Orr J, Freer J, Morris JK, Hancock C, Walton R, Dunkel L, et al. Regional differences in short stature in England between 2006 and 2019: a cross-sectional analysis from the National Child Measurement Programme. PLoS Med. 2021;18(9):e1003760.PubMedPubMedCentralCrossRef Orr J, Freer J, Morris JK, Hancock C, Walton R, Dunkel L, et al. Regional differences in short stature in England between 2006 and 2019: a cross-sectional analysis from the National Child Measurement Programme. PLoS Med. 2021;18(9):e1003760.PubMedPubMedCentralCrossRef
87.
go back to reference Martorell R, Zongrone A. Intergenerational influences on child growth and undernutrition. Paediatr Perinat Epidemiol. 2012;26(Suppl 1):302–14.PubMedCrossRef Martorell R, Zongrone A. Intergenerational influences on child growth and undernutrition. Paediatr Perinat Epidemiol. 2012;26(Suppl 1):302–14.PubMedCrossRef
88.
go back to reference Sørensen HT, Sabroe S, Rothman KJ, Gillman M, Steffensen FH, Fischer P, et al. Birth weight and length as predictors for adult height. Am J Epidemiol. 1999;149(8):726–9.PubMedCrossRef Sørensen HT, Sabroe S, Rothman KJ, Gillman M, Steffensen FH, Fischer P, et al. Birth weight and length as predictors for adult height. Am J Epidemiol. 1999;149(8):726–9.PubMedCrossRef
89.
go back to reference Wood AJ, Raynes-Greenow CH, Carberry AE, Jeffery HE. Neonatal length inaccuracies in clinical practice and related percentile discrepancies detected by a simple length-board. J Paediatr Child Health. 2013;49(3):199–203.PubMedCrossRef Wood AJ, Raynes-Greenow CH, Carberry AE, Jeffery HE. Neonatal length inaccuracies in clinical practice and related percentile discrepancies detected by a simple length-board. J Paediatr Child Health. 2013;49(3):199–203.PubMedCrossRef
90.
go back to reference Savage MO, Backeljauw PF, Calzada R, Cianfarani S, Dunkel L, Koledova E, et al. Early detection, referral, investigation, and diagnosis of children with growth disorders. Horm Res Paediatr. 2016;85(5):325–32.PubMedCrossRef Savage MO, Backeljauw PF, Calzada R, Cianfarani S, Dunkel L, Koledova E, et al. Early detection, referral, investigation, and diagnosis of children with growth disorders. Horm Res Paediatr. 2016;85(5):325–32.PubMedCrossRef
91.
go back to reference de Onis M, Wijnhoven TM, Onyango AW. Worldwide practices in child growth monitoring. J Pediatr. 2004;144(4):461–5.PubMedCrossRef de Onis M, Wijnhoven TM, Onyango AW. Worldwide practices in child growth monitoring. J Pediatr. 2004;144(4):461–5.PubMedCrossRef
Metadata
Title
Short stature and language development in the United Kingdom: a longitudinal analysis of children from the Millennium Cohort Study
Authors
Joseph Freer
Joanna Orr
Joan K. Morris
Robert Walton
Leo Dunkel
Helen L. Storr
Andrew J. Prendergast
Publication date
01-12-2022
Publisher
BioMed Central
Published in
BMC Medicine / Issue 1/2022
Electronic ISSN: 1741-7015
DOI
https://doi.org/10.1186/s12916-022-02680-y

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