Skip to main content
Top
Published in: BMC Public Health 1/2012

Open Access 01-12-2012 | Research article

Determinants of linear growth from infancy to school-aged years: a population-based follow-up study in urban Amazonian children

Authors: Barbara H Lourenço, Eduardo Villamor, Rosângela A Augusto, Marly A Cardoso

Published in: BMC Public Health | Issue 1/2012

Login to get access

Abstract

Background

Although linear growth during childhood may be affected by early-life exposures, few studies have examined whether the effects of these exposures linger on during school age, particularly in low- and middle-income countries.

Methods

We conducted a population-based longitudinal study of 256 children living in the Brazilian Amazon, aged 0.1 y to 5.5 y in 2003. Data regarding socioeconomic and maternal characteristics, infant feeding practices, morbidities, and birth weight and length were collected at baseline of the study (2003). Child body length/height was measured at baseline and at follow-up visits (in 2007 and 2009). Restricted cubic splines were used to construct average height-for-age Z score (HAZ) growth curves, yielding estimated HAZ differences among exposure categories at ages 0.5 y, 1 y, 2 y, 5 y, 7 y, and 10 y.

Results

At baseline, median age was 2.6 y (interquartile range, 1.4 y–3.8 y), and mean HAZ was −0.53 (standard deviation, 1.15); 10.2% of children were stunted. In multivariable analysis, children in households above the household wealth index median were 0.30 Z taller at age 5 y (P = 0.017), and children whose families owned land were 0.34 Z taller by age 10 y (P = 0.023), when compared with poorer children. Mothers in the highest tertile for height had children whose HAZ were significantly higher compared with those of children from mothers in the lowest height tertile at all ages. Birth weight and length were positively related to linear growth throughout childhood; by age 10 y, children weighing >3500 g at birth were 0.31 Z taller than those weighing 2501 g to 3500 g (P = 0.022) at birth, and children measuring ≥51 cm at birth were 0.51 Z taller than those measuring ≤48 cm (P = 0.005).

Conclusions

Results suggest socioeconomic background is a potentially modifiable predictor of linear growth during the school-aged years. Maternal height and child’s anthropometric characteristics at birth are positively associated with HAZ up until child age 10 y.
Appendix
Available only for authorised users
Literature
1.
go back to reference Black RE, Allen LH, Bhutta ZA, Caufield LE, de Onis M, Ezzati M, Mathers C, Rivera J, Maternal and Child Undernutrition Study Group: Maternal and child undernutrition: global and regional exposures and health consequences. Lancet. 2008, 371: 243-260. 10.1016/S0140-6736(07)61690-0.CrossRefPubMed Black RE, Allen LH, Bhutta ZA, Caufield LE, de Onis M, Ezzati M, Mathers C, Rivera J, Maternal and Child Undernutrition Study Group: Maternal and child undernutrition: global and regional exposures and health consequences. Lancet. 2008, 371: 243-260. 10.1016/S0140-6736(07)61690-0.CrossRefPubMed
2.
go back to reference de Onis M, Blössner M, Borghi E: Prevalence and trends of stunting among pre-school children, 1990–2020. Public Health Nutr. 10.1017/S1368980011001315. in press de Onis M, Blössner M, Borghi E: Prevalence and trends of stunting among pre-school children, 1990–2020. Public Health Nutr. 10.1017/S1368980011001315. in press
3.
go back to reference Dekker LH, Mora-Plazas M, Marín C, Baylin A, Villamor E: Stunting associated with poor socioeconomic and maternal nutrition status and respiratory morbidity in Colombian schoolchildren. Food Nutr Bull. 2010, 31: 242-250.CrossRefPubMed Dekker LH, Mora-Plazas M, Marín C, Baylin A, Villamor E: Stunting associated with poor socioeconomic and maternal nutrition status and respiratory morbidity in Colombian schoolchildren. Food Nutr Bull. 2010, 31: 242-250.CrossRefPubMed
4.
go back to reference Victora CG, Adair L, Fall C, Hallal PC, Martorell R, Ritcher L, Sachdev HS, Maternal and Child Undernutrition Study Group: Maternal and child undernutrition: consequences for adult health and human capital. Lancet. 2008, 371: 340-357. 10.1016/S0140-6736(07)61692-4.CrossRefPubMedPubMedCentral Victora CG, Adair L, Fall C, Hallal PC, Martorell R, Ritcher L, Sachdev HS, Maternal and Child Undernutrition Study Group: Maternal and child undernutrition: consequences for adult health and human capital. Lancet. 2008, 371: 340-357. 10.1016/S0140-6736(07)61692-4.CrossRefPubMedPubMedCentral
5.
go back to reference Martorell R: Results and implications of the INCAP follow-up study. J Nutr. 1995, 125: 1127S-1138S.PubMed Martorell R: Results and implications of the INCAP follow-up study. J Nutr. 1995, 125: 1127S-1138S.PubMed
6.
go back to reference Stein AD, Wang M, Martorell R, Norris SA, Adair LS, Bas I, Sachdev HS, Bhargava SK, Fall CH, Gigante DP, Victora CG, Cohorts Group: Growth patterns in early childhood and final attained stature: data from five birth cohorts from low- and middle-income countries. Am J Hum Biol. 2010, 22: 353-359.CrossRefPubMed Stein AD, Wang M, Martorell R, Norris SA, Adair LS, Bas I, Sachdev HS, Bhargava SK, Fall CH, Gigante DP, Victora CG, Cohorts Group: Growth patterns in early childhood and final attained stature: data from five birth cohorts from low- and middle-income countries. Am J Hum Biol. 2010, 22: 353-359.CrossRefPubMed
7.
go back to reference Ong KK, Preece MA, Emmett PM, Ahmed ML, Dunger DB, ALSPAC Study Team: Size at birth and early childhood growth in relation to maternal smoking, parity and infant breast-feeding: longitudinal birth cohort study and analysis. Pediatr Res. 2002, 52: 863-867.CrossRefPubMed Ong KK, Preece MA, Emmett PM, Ahmed ML, Dunger DB, ALSPAC Study Team: Size at birth and early childhood growth in relation to maternal smoking, parity and infant breast-feeding: longitudinal birth cohort study and analysis. Pediatr Res. 2002, 52: 863-867.CrossRefPubMed
8.
go back to reference Gigante DP, Horta BL, Lima RC, Barros FC, Victora CG: Early life factors are determinants of female height at age 19 years in a population-based birth cohort (Pelotas, Brazil). J Nutr. 2006, 136: 473-478.PubMed Gigante DP, Horta BL, Lima RC, Barros FC, Victora CG: Early life factors are determinants of female height at age 19 years in a population-based birth cohort (Pelotas, Brazil). J Nutr. 2006, 136: 473-478.PubMed
10.
go back to reference Muniz PT, Castro TG, Araújo TS, Nunes NB, da Silva-Nunes M, Hoffmann EH, Ferreira MU, Cardoso MA: Child health and nutrition in the Western Brazilian Amazon: population-based surveys in two counties in Acre State. Cad Saude Publica. 2007, 23: 1283-1293. 10.1590/S0102-311X2007000600004.CrossRefPubMed Muniz PT, Castro TG, Araújo TS, Nunes NB, da Silva-Nunes M, Hoffmann EH, Ferreira MU, Cardoso MA: Child health and nutrition in the Western Brazilian Amazon: population-based surveys in two counties in Acre State. Cad Saude Publica. 2007, 23: 1283-1293. 10.1590/S0102-311X2007000600004.CrossRefPubMed
11.
go back to reference Garcia MT, Granado FS, Cardoso MA: Alimentação complementar e estado nutricional de crianças menores de dois anos atendidas no Programa Saúde da Família em Acrelândia, Acre, Amazônia Ocidental Brasileira. Cad Saude Publica. 2011, 27: 305-316.PubMed Garcia MT, Granado FS, Cardoso MA: Alimentação complementar e estado nutricional de crianças menores de dois anos atendidas no Programa Saúde da Família em Acrelândia, Acre, Amazônia Ocidental Brasileira. Cad Saude Publica. 2011, 27: 305-316.PubMed
12.
go back to reference Lohman TG, Roche AF, Martorell R: Anthropometric standardization reference manual. 1988, Human Kinects Books, Champaign, USA Lohman TG, Roche AF, Martorell R: Anthropometric standardization reference manual. 1988, Human Kinects Books, Champaign, USA
13.
go back to reference World Health Organization: WHO child growth standards based on length/height, weight and age. Acta Paediatr. 2006, 450: S76-S85. World Health Organization: WHO child growth standards based on length/height, weight and age. Acta Paediatr. 2006, 450: S76-S85.
14.
go back to reference de Onis M, Onyango AW, Borghi E, Siyam A, Nishida C, Siekmann J: Development of a WHO growth reference for school-aged children and adolescents. Bull World Health Organ. 2007, 85: 660-667. 10.2471/BLT.07.043497.CrossRefPubMedPubMedCentral de Onis M, Onyango AW, Borghi E, Siyam A, Nishida C, Siekmann J: Development of a WHO growth reference for school-aged children and adolescents. Bull World Health Organ. 2007, 85: 660-667. 10.2471/BLT.07.043497.CrossRefPubMedPubMedCentral
15.
go back to reference World Health Organization Expert Committee on Physical Status: Physical status: the use and interpretation of anthropometry: report of a WHO Expert Committee. 1995, World Health Organization, Geneva World Health Organization Expert Committee on Physical Status: Physical status: the use and interpretation of anthropometry: report of a WHO Expert Committee. 1995, World Health Organization, Geneva
16.
go back to reference Filmer D, Pritchett LH: Estimating wealth effects without expenditure data-or tear: an application to educational enrolments in states of India. Demography. 2001, 38: 115-132.PubMed Filmer D, Pritchett LH: Estimating wealth effects without expenditure data-or tear: an application to educational enrolments in states of India. Demography. 2001, 38: 115-132.PubMed
17.
go back to reference Durrleman S, Simon R: Flexible regression models with cubic splines. Stat Med. 1989, 8: 551-556. 10.1002/sim.4780080504.CrossRefPubMed Durrleman S, Simon R: Flexible regression models with cubic splines. Stat Med. 1989, 8: 551-556. 10.1002/sim.4780080504.CrossRefPubMed
18.
go back to reference Diggle PJ, Heagerty P, Liang KY, Zeger SL: Analysis of longitudinal data. 2002, Oxford University Press, Oxford, 2 Diggle PJ, Heagerty P, Liang KY, Zeger SL: Analysis of longitudinal data. 2002, Oxford University Press, Oxford, 2
19.
go back to reference Victora CG, Huttly SR, Fuchs SC, Olinto MT: The role of conceptual frameworks in epidemiological analysis: a hierarchical approach. Int J Epidemiol. 1997, 26: 224-227. 10.1093/ije/26.1.224.CrossRefPubMed Victora CG, Huttly SR, Fuchs SC, Olinto MT: The role of conceptual frameworks in epidemiological analysis: a hierarchical approach. Int J Epidemiol. 1997, 26: 224-227. 10.1093/ije/26.1.224.CrossRefPubMed
20.
go back to reference Victora CG, de Onis M, Hallal PC, Blössner M, Shrimpton R: Worldwide timing of growth faltering: revisiting implications for interventions. Pediatrics. 2010, 125: e473-e480. 10.1542/peds.2009-1519.CrossRefPubMed Victora CG, de Onis M, Hallal PC, Blössner M, Shrimpton R: Worldwide timing of growth faltering: revisiting implications for interventions. Pediatrics. 2010, 125: e473-e480. 10.1542/peds.2009-1519.CrossRefPubMed
21.
go back to reference Li L, Manor O, Power C: Early environment and child-to-adult growth trajectories in the 1958 British birth cohort. Am J Clin Nutr. 2004, 80: 185-192.PubMed Li L, Manor O, Power C: Early environment and child-to-adult growth trajectories in the 1958 British birth cohort. Am J Clin Nutr. 2004, 80: 185-192.PubMed
22.
go back to reference Howe LD, Tiling K, Galobardes B, Smith GD, Gunnell D, Lawlor DA: Socioeconomic differences in childhood growth trajectories: at what age do height inequalities emerge?. J Epidemiol Community Health. Howe LD, Tiling K, Galobardes B, Smith GD, Gunnell D, Lawlor DA: Socioeconomic differences in childhood growth trajectories: at what age do height inequalities emerge?. J Epidemiol Community Health.
23.
go back to reference Arokiasamy P, Pradhan J: Measuring wealth-based health inequality among Indian children: the importance of equity vs. efficiency. Health Policy Plan. 2011, 26: 429-440. 10.1093/heapol/czq075.CrossRefPubMed Arokiasamy P, Pradhan J: Measuring wealth-based health inequality among Indian children: the importance of equity vs. efficiency. Health Policy Plan. 2011, 26: 429-440. 10.1093/heapol/czq075.CrossRefPubMed
24.
go back to reference Limwattananon S, Tangcharoensathien V, Prakongsai P: Equity in maternal and child health in Thailand. Bull World Health Organ. 2010, 88: 420-427. 10.2471/BLT.09.068791.CrossRefPubMed Limwattananon S, Tangcharoensathien V, Prakongsai P: Equity in maternal and child health in Thailand. Bull World Health Organ. 2010, 88: 420-427. 10.2471/BLT.09.068791.CrossRefPubMed
25.
go back to reference Leroy JL, García-Guerra A, García R, Dominguez C, Rivera J, Neufeld LM: The Oportunidades program increases the linear growth of children enrolled at young ages in urban Mexico. J Nutr. 2008, 138: 793-798.CrossRefPubMed Leroy JL, García-Guerra A, García R, Dominguez C, Rivera J, Neufeld LM: The Oportunidades program increases the linear growth of children enrolled at young ages in urban Mexico. J Nutr. 2008, 138: 793-798.CrossRefPubMed
26.
go back to reference Monteiro CA, Benicio MHDA, Conde WL, Konno S, Lovadino AL, Barros AJ, Victora CG: Narrowing socioeconomic inequality in child stunting: the Brazilian experience, 1974–2007. Bull World Health Organ. 2010, 88: 305-311. 10.2471/BLT.09.069195.CrossRefPubMed Monteiro CA, Benicio MHDA, Conde WL, Konno S, Lovadino AL, Barros AJ, Victora CG: Narrowing socioeconomic inequality in child stunting: the Brazilian experience, 1974–2007. Bull World Health Organ. 2010, 88: 305-311. 10.2471/BLT.09.069195.CrossRefPubMed
27.
go back to reference Özaltin E, Hill K, Subramanian SV: Association of maternal stature with offspring mortality, underweight, and stunting in low- to middle-income countries. JAMA. 2010, 303: 1507-1516. 10.1001/jama.2010.450.CrossRefPubMedPubMedCentral Özaltin E, Hill K, Subramanian SV: Association of maternal stature with offspring mortality, underweight, and stunting in low- to middle-income countries. JAMA. 2010, 303: 1507-1516. 10.1001/jama.2010.450.CrossRefPubMedPubMedCentral
28.
go back to reference Rush D: Nutrition and maternal mortality in the developing world. Am J Clin Nutr. 2000, 72: 212S-240S.PubMed Rush D: Nutrition and maternal mortality in the developing world. Am J Clin Nutr. 2000, 72: 212S-240S.PubMed
29.
go back to reference Eide MG, Oyen N, Skjaerven R, Nilsen ST, Bjerkedal T, Tell GS: Size at birth and gestational age as predictors of adult height and weight. Epidemiology. 2005, 16: 175-181. 10.1097/01.ede.0000152524.89074.bf.CrossRefPubMed Eide MG, Oyen N, Skjaerven R, Nilsen ST, Bjerkedal T, Tell GS: Size at birth and gestational age as predictors of adult height and weight. Epidemiology. 2005, 16: 175-181. 10.1097/01.ede.0000152524.89074.bf.CrossRefPubMed
30.
go back to reference Loos RJ, Beunen G, Fagard R, Derom C, Vlietinck R: Birth weight and body composition in young women: a prospective twin study. Am J Clin Nutr. 2002, 75: 676-682.PubMed Loos RJ, Beunen G, Fagard R, Derom C, Vlietinck R: Birth weight and body composition in young women: a prospective twin study. Am J Clin Nutr. 2002, 75: 676-682.PubMed
31.
go back to reference Victora CG, Barros FC, Lima RC, Horta BL, Wells J: Anthropometry and body composition of 18 year old men according to duration of breast feeding: birth cohort study from Brazil. BMJ. 2003, 327: 901-905.CrossRefPubMedPubMedCentral Victora CG, Barros FC, Lima RC, Horta BL, Wells J: Anthropometry and body composition of 18 year old men according to duration of breast feeding: birth cohort study from Brazil. BMJ. 2003, 327: 901-905.CrossRefPubMedPubMedCentral
32.
go back to reference Wahlberg J, Vaarala O, Ludvigsson J, ABIS-Study Group: Dietary risk factors for the emergence of type 1 diabetes-related autoantibodies in 2½ year-old Swedish children. Br J Nutr. 2006, 95: 603-608. 10.1079/BJN20051676.CrossRefPubMed Wahlberg J, Vaarala O, Ludvigsson J, ABIS-Study Group: Dietary risk factors for the emergence of type 1 diabetes-related autoantibodies in 2½ year-old Swedish children. Br J Nutr. 2006, 95: 603-608. 10.1079/BJN20051676.CrossRefPubMed
33.
go back to reference World Health Organization: Report of Informal Meeting to Review and Develop Indicators for Complementary Feeding. 2002, World Health Organization, Washington, DC World Health Organization: Report of Informal Meeting to Review and Develop Indicators for Complementary Feeding. 2002, World Health Organization, Washington, DC
34.
go back to reference Imdad A, Yakoob MY, Bhutta ZA: Impact of maternal education about complementary feeding and provision of complementary foods on child growth in developing countries. BMC Public Health. 2011, 11 (Suppl 3): S25-10.1186/1471-2458-11-S3-S25.CrossRefPubMedPubMedCentral Imdad A, Yakoob MY, Bhutta ZA: Impact of maternal education about complementary feeding and provision of complementary foods on child growth in developing countries. BMC Public Health. 2011, 11 (Suppl 3): S25-10.1186/1471-2458-11-S3-S25.CrossRefPubMedPubMedCentral
35.
go back to reference Mascarenhas MD, Gomes KR: Reliability of data available in the Information System for Live Birth in the city of Teresina, Piauí State, Brazil 2002. Cien Saude Colet. 2011, 16: 1233-1239.CrossRefPubMed Mascarenhas MD, Gomes KR: Reliability of data available in the Information System for Live Birth in the city of Teresina, Piauí State, Brazil 2002. Cien Saude Colet. 2011, 16: 1233-1239.CrossRefPubMed
Metadata
Title
Determinants of linear growth from infancy to school-aged years: a population-based follow-up study in urban Amazonian children
Authors
Barbara H Lourenço
Eduardo Villamor
Rosângela A Augusto
Marly A Cardoso
Publication date
01-12-2012
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2012
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-12-265

Other articles of this Issue 1/2012

BMC Public Health 1/2012 Go to the issue