Skip to main content
Top
Published in: BMC Public Health 1/2009

Open Access 01-12-2009 | Research article

Risk factors for childhood obesity at age 5: Analysis of the Millennium Cohort Study

Authors: Sinead Brophy, Roxanne Cooksey, Michael B Gravenor, Rupal Mistry, Non Thomas, Ronan A Lyons, Rhys Williams

Published in: BMC Public Health | Issue 1/2009

Login to get access

Abstract

Background

Weight at age 5 is a predictor for future health of the individual. This study examines risk factors for childhood obesity with a focus on ethnicity.

Methods

Data from the Millennium Cohort study were used. 17,561 singleton children of White/European (n = 15,062), Asian (n = 1,845) or African (n = 654) background were selected. Logistic regression and likelihood ratio tests were used to examine factors associated with obesity at age 5. All participants were interviewed in their own homes. The main exposures examined included; Birth weight, sedentary lifestyle, family health behaviours, ethnicity, education and income.

Results

Children with a sedentary lifestyle, large at birth, with high risk family health behaviours (overweight mothers, smoking near the child, missing breakfast) and from a family with low income or low educational attainment, were more likely to be obese regardless of ethnicity. Feeding solid food before 3 months was associated with obesity in higher income White/European families. Even when controlling for socioeconomic status, ethnic background is an important independent risk factor for childhood obesity [Odds ratio of obesity; was 1.7 (95%CI: 1.2-2.3) for Asian and 2.7 (95%CI: 1.9-3.9) for African children, compared to White/European]. The final adjusted model suggests that increasing income does not have a great impact on lowering obesity levels, but that higher academic qualifications are associated with lower obesity levels [Odds of obesity: 0.63 (95%CI: 0.52-0.77) if primary carer leaves school after age 16 compared at age 16].

Conclusions

Education of the primary carer is an important modifiable factor which can be targeted to address rising obesity levels in children. Interventions should be family centred supporting and showing people how they can implement lifestyle changes in their family.
Appendix
Available only for authorised users
Literature
1.
go back to reference Hawkins SS, Cole TJ, Law C: An ecological systems approach to examining risk factors for early childhood overweight: findings from the UK Millennium Cohort Study. J Epidemiol Community Health. 2009, 63 (2): 147-55. 10.1136/jech.2008.077917.CrossRefPubMed Hawkins SS, Cole TJ, Law C: An ecological systems approach to examining risk factors for early childhood overweight: findings from the UK Millennium Cohort Study. J Epidemiol Community Health. 2009, 63 (2): 147-55. 10.1136/jech.2008.077917.CrossRefPubMed
2.
go back to reference Gardner DS, Hosking J, Metcalf BS, Jeffery AN, Voss LD, Wilkin TJ: Contribution of early weight gain to childhood overweight and metabolic health: a longitudinal study (EarlyBird 36). Pediatrics. 2009, 123 (1): e67-73. 10.1542/peds.2008-1292.CrossRefPubMed Gardner DS, Hosking J, Metcalf BS, Jeffery AN, Voss LD, Wilkin TJ: Contribution of early weight gain to childhood overweight and metabolic health: a longitudinal study (EarlyBird 36). Pediatrics. 2009, 123 (1): e67-73. 10.1542/peds.2008-1292.CrossRefPubMed
3.
go back to reference Type 2 diabetes in children and adolescents. American Diabetes Association. Diabetes Care. 2000, 23 (3): 381-9. 10.2337/diacare.23.3.381. Type 2 diabetes in children and adolescents. American Diabetes Association. Diabetes Care. 2000, 23 (3): 381-9. 10.2337/diacare.23.3.381.
7.
go back to reference Cole TJ, Bellizzi MC, Flegal KM, Dietz WH: Establishing a standard definition for child overweight and obesity worldwide international survey. Bmj. 2000, 320 (7244): 1240-3. 10.1136/bmj.320.7244.1240.CrossRefPubMedPubMedCentral Cole TJ, Bellizzi MC, Flegal KM, Dietz WH: Establishing a standard definition for child overweight and obesity worldwide international survey. Bmj. 2000, 320 (7244): 1240-3. 10.1136/bmj.320.7244.1240.CrossRefPubMedPubMedCentral
8.
go back to reference Griffiths LJ, Smeeth L, Hawkins SS, Cole TJ, Dezateux C: Effects of infant feeding practice on weight gain from birth to 3 years. Arch Dis Child. 2009, 94 (8): 577-82. 10.1136/adc.2008.137554.CrossRefPubMed Griffiths LJ, Smeeth L, Hawkins SS, Cole TJ, Dezateux C: Effects of infant feeding practice on weight gain from birth to 3 years. Arch Dis Child. 2009, 94 (8): 577-82. 10.1136/adc.2008.137554.CrossRefPubMed
9.
go back to reference Hosmer D, Lemeshow S: Applied Logistic Regression. 2000, John Wiley and Son. New York, 2CrossRef Hosmer D, Lemeshow S: Applied Logistic Regression. 2000, John Wiley and Son. New York, 2CrossRef
10.
go back to reference Zhu X, Arch B, Lee C: Personal, social, and environmental correlates of walking to school behaviors: case study in Austin, Texas. Scientific World Journal. 2008, 8: 859-72.CrossRefPubMed Zhu X, Arch B, Lee C: Personal, social, and environmental correlates of walking to school behaviors: case study in Austin, Texas. Scientific World Journal. 2008, 8: 859-72.CrossRefPubMed
11.
go back to reference Saxton J, Carnell S, van Jaarsveld CH, Wardle J: Maternal education is associated with feeding style. J Am Diet Assoc. 2009, 109 (5): 894-8. 10.1016/j.jada.2009.02.010.CrossRefPubMed Saxton J, Carnell S, van Jaarsveld CH, Wardle J: Maternal education is associated with feeding style. J Am Diet Assoc. 2009, 109 (5): 894-8. 10.1016/j.jada.2009.02.010.CrossRefPubMed
12.
go back to reference Wilson AC, Forsyth JS, Greene SA, Irvine L, Hau C, Howie PW: Relation of infant diet to childhood health: seven year follow up of cohort of children in Dundee infant feeding study. Bmj. 1998, 316 (7124): 21-5.CrossRefPubMedPubMedCentral Wilson AC, Forsyth JS, Greene SA, Irvine L, Hau C, Howie PW: Relation of infant diet to childhood health: seven year follow up of cohort of children in Dundee infant feeding study. Bmj. 1998, 316 (7124): 21-5.CrossRefPubMedPubMedCentral
13.
go back to reference Grummer-Strawn LM, Scanlon KS, Fein SB: Infant feeding and feeding transitions during the first year of life. Pediatrics. 2008, 122 (Suppl 2): S36-42. 10.1542/peds.2008-1315d.CrossRefPubMed Grummer-Strawn LM, Scanlon KS, Fein SB: Infant feeding and feeding transitions during the first year of life. Pediatrics. 2008, 122 (Suppl 2): S36-42. 10.1542/peds.2008-1315d.CrossRefPubMed
14.
go back to reference Brunt H, Lester N, Davies G, Williams R: Childhood overweight and obesity: is the gap closing the wrong way?. J Public Health (Oxf). 2008, 30 (2): 145-52. 10.1093/pubmed/fdn010.CrossRef Brunt H, Lester N, Davies G, Williams R: Childhood overweight and obesity: is the gap closing the wrong way?. J Public Health (Oxf). 2008, 30 (2): 145-52. 10.1093/pubmed/fdn010.CrossRef
15.
go back to reference Basterfield L, Adamson AJ, Parkinson KN, Maute U, Li PX, Reilly JJ: Surveillance of physical activity in the UK is flawed: validation of the Health Survey for England Physical Activity Questionnaire. Arch Dis Child. 2008, 93 (12): 1054-8. 10.1136/adc.2007.135905.CrossRefPubMed Basterfield L, Adamson AJ, Parkinson KN, Maute U, Li PX, Reilly JJ: Surveillance of physical activity in the UK is flawed: validation of the Health Survey for England Physical Activity Questionnaire. Arch Dis Child. 2008, 93 (12): 1054-8. 10.1136/adc.2007.135905.CrossRefPubMed
16.
go back to reference Berg C, Lappas G, Wolk A, et al: Eating patterns and portion size associated with obesity in a Swedish population. Appetite. 2009, 52 (1): 21-6. 10.1016/j.appet.2008.07.008.CrossRefPubMed Berg C, Lappas G, Wolk A, et al: Eating patterns and portion size associated with obesity in a Swedish population. Appetite. 2009, 52 (1): 21-6. 10.1016/j.appet.2008.07.008.CrossRefPubMed
17.
go back to reference Barker DJ: Obesity and early life. Obes Rev. 2007, 8 (Suppl 1): 45-9. 10.1111/j.1467-789X.2007.00317.x.CrossRefPubMed Barker DJ: Obesity and early life. Obes Rev. 2007, 8 (Suppl 1): 45-9. 10.1111/j.1467-789X.2007.00317.x.CrossRefPubMed
18.
go back to reference Lapidus L, Andersson SW, Bengtsson C, Bjorkelund C, Rossander L-Hulthen, Lissner L: Weight and length at birth and their relationship to diabetes incidence and all-cause mortality--a 32-year follow-up of the population study of women in Gothenburg, Sweden. Prim Care Diabetes. 2008, 2 (3): 127-33. 10.1016/j.pcd.2008.05.002.CrossRefPubMed Lapidus L, Andersson SW, Bengtsson C, Bjorkelund C, Rossander L-Hulthen, Lissner L: Weight and length at birth and their relationship to diabetes incidence and all-cause mortality--a 32-year follow-up of the population study of women in Gothenburg, Sweden. Prim Care Diabetes. 2008, 2 (3): 127-33. 10.1016/j.pcd.2008.05.002.CrossRefPubMed
19.
go back to reference Stettler N, Zemel BS, Kumanyika S, Stallings VA: Infant weight gain and childhood overweight status in a multicenter, cohort study. Pediatrics. 2002, 109 (2): 194-9. 10.1542/peds.109.2.194.CrossRefPubMed Stettler N, Zemel BS, Kumanyika S, Stallings VA: Infant weight gain and childhood overweight status in a multicenter, cohort study. Pediatrics. 2002, 109 (2): 194-9. 10.1542/peds.109.2.194.CrossRefPubMed
20.
go back to reference Stettler N, Kumanyika SK, Katz SH, Zemel BS, Stallings VA: Rapid weight gain during infancy and obesity in young adulthood in a cohort of African Americans. Am J Clin Nutr. 2003, 77 (6): 1374-8.PubMed Stettler N, Kumanyika SK, Katz SH, Zemel BS, Stallings VA: Rapid weight gain during infancy and obesity in young adulthood in a cohort of African Americans. Am J Clin Nutr. 2003, 77 (6): 1374-8.PubMed
21.
go back to reference Kinra S, Baumer JH, Davey Smith G: Early growth and childhood obesity: a historical cohort study. Arch Dis Child. 2005, 90 (11): 1122-7. 10.1136/adc.2004.066712.CrossRefPubMedPubMedCentral Kinra S, Baumer JH, Davey Smith G: Early growth and childhood obesity: a historical cohort study. Arch Dis Child. 2005, 90 (11): 1122-7. 10.1136/adc.2004.066712.CrossRefPubMedPubMedCentral
22.
go back to reference Kuhle S, Allen AC, Veugelers PJ: Perinatal and childhood risk factors for overweight in a provincial sample of Canadian Grade 5 students. Int J Pediatr Obes. 2009, 1-9. 10.1080/17477160903060028. Kuhle S, Allen AC, Veugelers PJ: Perinatal and childhood risk factors for overweight in a provincial sample of Canadian Grade 5 students. Int J Pediatr Obes. 2009, 1-9. 10.1080/17477160903060028.
23.
go back to reference Nagel G, Wabitsch M, Galm C, et al: Determinants of obesity in the Ulm Research on Metabolism, Exercise and Lifestyle in Children (URMEL-ICE). Eur J Pediatr. 2009, 168 (10): 1259-67. 10.1007/s00431-009-1016-y. Epub 2009 Jun 28CrossRefPubMed Nagel G, Wabitsch M, Galm C, et al: Determinants of obesity in the Ulm Research on Metabolism, Exercise and Lifestyle in Children (URMEL-ICE). Eur J Pediatr. 2009, 168 (10): 1259-67. 10.1007/s00431-009-1016-y. Epub 2009 Jun 28CrossRefPubMed
Metadata
Title
Risk factors for childhood obesity at age 5: Analysis of the Millennium Cohort Study
Authors
Sinead Brophy
Roxanne Cooksey
Michael B Gravenor
Rupal Mistry
Non Thomas
Ronan A Lyons
Rhys Williams
Publication date
01-12-2009
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2009
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-9-467

Other articles of this Issue 1/2009

BMC Public Health 1/2009 Go to the issue