Skip to main content
Top
Published in: BMC Public Health 1/2015

Open Access 01-12-2015 | Research article

Associations between parental BMI, socioeconomic factors, family structure and overweight in Finnish children: a path model approach

Authors: Suvi Parikka, Päivi Mäki, Esko Levälahti, Susanna Lehtinen-Jacks, Tuija Martelin, Tiina Laatikainen

Published in: BMC Public Health | Issue 1/2015

Login to get access

Abstract

Background

The aim of this study was to assess the less studied interrelationships and pathways between parental BMI, socioeconomic factors, family structure and childhood overweight.

Methods

The cross-sectional LATE-study was carried out in Finland in 2007–2009. The data for the analyses was classified into four categories: younger boys and girls (ca 3–8 years) (n = 2573) and older boys and girls (ca 11–16 years) (n = 1836). Associations between parental BMI, education, labor market status, self-perceived income sufficiency, family structure and childhood overweight were first examined by logistic regression analyses. As parental BMI and education had the most consistent associations with childhood overweight, the direct and indirect (mediated by parental BMI) associations of maternal and paternal education with childhood overweight were further assessed using a path model.

Results

Parental BMI and education were the strongest determinants of childhood overweight. Children of overweight parents had an increased risk of being overweight. In younger boys, maternal and paternal education had both direct (b-coefficient paternal −0.21, 95% CI −0.34 to −0.09; maternal −0.17, 95% CI −0.28 to −0.07) and indirect (b-coefficient paternal −0.04, 95% CI −0.07 to −0.02; maternal −0.04, 95% CI −0.06 to −0.02) inverse associations with overweight. Among the older boys, paternal education had both direct (b-coefficient −0.12, 95% CI −0.24 to −0.01) and indirect (b-coefficient −0.03, 95% CI −0.06 to −0.01) inverse associations with overweight, but maternal education had only an indirect association (b-coefficient −0.04, 95% CI −0.07 to −0.02). Among older girls, only an indirect association of maternal education with childhood overweight was found (b-coefficient −0.03, 95% CI −0.06 to −0.01). In younger girls, parental education was not associated with childhood overweight.

Conclusion

The observed pathways between parental BMI and education and childhood overweight emphasize a need for evidence-based health promotion interventions tailored for families identified with parental overweight and low level of education.
Literature
1.
go back to reference de Onis M, Blossner M, Borghi E. Global prevalence and trends of overweight and obesity among preschool children. Am J Clin Nutr. 2010;92(5):1257–64.CrossRefPubMed de Onis M, Blossner M, Borghi E. Global prevalence and trends of overweight and obesity among preschool children. Am J Clin Nutr. 2010;92(5):1257–64.CrossRefPubMed
2.
go back to reference Wang Y, Lim H. The global childhood obesity epidemic and the association between socio-economic status and childhood obesity. Int Rev Psychiatry. 2012;24(3):176–88.CrossRefPubMedPubMedCentral Wang Y, Lim H. The global childhood obesity epidemic and the association between socio-economic status and childhood obesity. Int Rev Psychiatry. 2012;24(3):176–88.CrossRefPubMedPubMedCentral
3.
go back to reference Kautiainen S, Koivisto AM, Koivusilta L, Lintonen T, Virtanen SM, Rimpelä A. Sociodemographic factors and a secular trend of adolescent overweight in Finland. Int J Pediatr Obes. 2009;4(4):360–70.CrossRefPubMed Kautiainen S, Koivisto AM, Koivusilta L, Lintonen T, Virtanen SM, Rimpelä A. Sociodemographic factors and a secular trend of adolescent overweight in Finland. Int J Pediatr Obes. 2009;4(4):360–70.CrossRefPubMed
4.
go back to reference Knai C, Lobstein T, Darmon N, Rutter H, McKee M. Socioeconomic patterning of childhood overweight status in Europe. Int J Environ Res Public Health. 2012;9(4):1472–89.CrossRefPubMedPubMedCentral Knai C, Lobstein T, Darmon N, Rutter H, McKee M. Socioeconomic patterning of childhood overweight status in Europe. Int J Environ Res Public Health. 2012;9(4):1472–89.CrossRefPubMedPubMedCentral
5.
go back to reference Laitinen J, Power C, Jarvelin MR. Family social class, maternal body mass index, childhood body mass index, and age at menarche as predictors of adult obesity. Am J Clin Nutr. 2001;74(3):287–94.PubMed Laitinen J, Power C, Jarvelin MR. Family social class, maternal body mass index, childhood body mass index, and age at menarche as predictors of adult obesity. Am J Clin Nutr. 2001;74(3):287–94.PubMed
6.
go back to reference Keane E, Layte R, Harrington J, Kearney PM, Perry IJ. Measured parental weight status and familial socio-economic status correlates with childhood overweight and obesity at age 9. PLoS One. 2012;7(8):e43503.CrossRefPubMedPubMedCentral Keane E, Layte R, Harrington J, Kearney PM, Perry IJ. Measured parental weight status and familial socio-economic status correlates with childhood overweight and obesity at age 9. PLoS One. 2012;7(8):e43503.CrossRefPubMedPubMedCentral
7.
go back to reference Hendrie GA, Coveney J, Cox DN. Defining the complexity of childhood obesity and related behaviours within the family environment using structural equation modelling. Public Health Nutr. 2012;15(1):48–57.CrossRefPubMed Hendrie GA, Coveney J, Cox DN. Defining the complexity of childhood obesity and related behaviours within the family environment using structural equation modelling. Public Health Nutr. 2012;15(1):48–57.CrossRefPubMed
8.
go back to reference Lajunen HR, Kaprio J, Rose RJ, Pulkkinen L, Silventoinen K. Genetic and environmental influences on BMI from late childhood to adolescence are modified by parental education. Obesity (Silver Spring). 2012;20(3):583–9.CrossRef Lajunen HR, Kaprio J, Rose RJ, Pulkkinen L, Silventoinen K. Genetic and environmental influences on BMI from late childhood to adolescence are modified by parental education. Obesity (Silver Spring). 2012;20(3):583–9.CrossRef
9.
go back to reference Jaaskelainen A, Pussinen J, Nuutinen O, Schwab U, Pirkola J, Kolehmainen M, et al. Intergenerational transmission of overweight among Finnish adolescents and their parents: a 16-year follow-up study. IntJObes(Lond). 2011;35(10):1289–94.CrossRef Jaaskelainen A, Pussinen J, Nuutinen O, Schwab U, Pirkola J, Kolehmainen M, et al. Intergenerational transmission of overweight among Finnish adolescents and their parents: a 16-year follow-up study. IntJObes(Lond). 2011;35(10):1289–94.CrossRef
10.
go back to reference Shrewsbury V, Wardle J. Socioeconomic status and adiposity in childhood: a systematic review of cross-sectional studies 1990–2005. Obesity (Silver Spring). 2008;16(2):275–84.CrossRef Shrewsbury V, Wardle J. Socioeconomic status and adiposity in childhood: a systematic review of cross-sectional studies 1990–2005. Obesity (Silver Spring). 2008;16(2):275–84.CrossRef
11.
go back to reference Bammann K, Gwozdz W, Lanfer A, Barba G, De Henauw S, Eiben G, et al. Socioeconomic factors and childhood overweight in Europe: results from the multi-centre IDEFICS study. Pediatr Obes. 2013;8(1):1–12.CrossRefPubMed Bammann K, Gwozdz W, Lanfer A, Barba G, De Henauw S, Eiben G, et al. Socioeconomic factors and childhood overweight in Europe: results from the multi-centre IDEFICS study. Pediatr Obes. 2013;8(1):1–12.CrossRefPubMed
12.
go back to reference De Spiegelaere M, Dramaix M, Hennart P. The influence of socioeconomic status on the incidence and evolution of obesity during early adolescence. Int J Obes Relat Metab Disord. 1998;22(3):268–74.CrossRefPubMed De Spiegelaere M, Dramaix M, Hennart P. The influence of socioeconomic status on the incidence and evolution of obesity during early adolescence. Int J Obes Relat Metab Disord. 1998;22(3):268–74.CrossRefPubMed
13.
14.
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.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.CrossRefPubMedPubMedCentral
15.
go back to reference WHO Consultation on Obesity. Obesity: preventing and managing the global epidemic. Report of a WHO consultation. World HealthOrganTechRepSer. 2000;894:i–xii. 1–253. WHO Consultation on Obesity. Obesity: preventing and managing the global epidemic. Report of a WHO consultation. World HealthOrganTechRepSer. 2000;894:i–xii. 1–253.
16.
go back to reference Muthén B, du Toit SHC, Spisic D. Robust inference using weighted least squares and quadratic estimating equations in latent variable modeling with categorical and continuous outcomes. Unpublished technical report. 1997. Muthén B, du Toit SHC, Spisic D. Robust inference using weighted least squares and quadratic estimating equations in latent variable modeling with categorical and continuous outcomes. Unpublished technical report. 1997.
17.
go back to reference Asparouhov TM, B. Robust Chi Square Difference Testing with Mean and Variance Adjusted Test Statistics. Mplus Web Notes May 6, 2006;10. Asparouhov TM, B. Robust Chi Square Difference Testing with Mean and Variance Adjusted Test Statistics. Mplus Web Notes May 6, 2006;10.
18.
go back to reference Mackinnon DP, Lockwood CM, Williams J. Confidence Limits for the Indirect Effect: Distribution of the Product and Resampling Methods. Multivariate Behav Res. 2004;39(1):99.CrossRefPubMedPubMedCentral Mackinnon DP, Lockwood CM, Williams J. Confidence Limits for the Indirect Effect: Distribution of the Product and Resampling Methods. Multivariate Behav Res. 2004;39(1):99.CrossRefPubMedPubMedCentral
19.
go back to reference Muthén LK, Muthén BO editors. Mplus User’s Guide. Fifth edition. Los Angeles, CA: Muthén & Muthén; 1998–2007 Muthén LK, Muthén BO editors. Mplus User’s Guide. Fifth edition. Los Angeles, CA: Muthén & Muthén; 1998–2007
20.
go back to reference Xu L, Dubois L, Burnier D, Girard M, Prud'homme D. Parental overweight/obesity, social factors, and child overweight/obesity at 7 years of age. Pediatr Int. 2011;53(6):826–31.CrossRefPubMed Xu L, Dubois L, Burnier D, Girard M, Prud'homme D. Parental overweight/obesity, social factors, and child overweight/obesity at 7 years of age. Pediatr Int. 2011;53(6):826–31.CrossRefPubMed
21.
go back to reference Freeman E, Fletcher R, Collins CE, Morgan PJ, Burrows T, Callister R. Preventing and treating childhood obesity: time to target fathers. IntJObes(Lond). 2012;36(1):12–5. Freeman E, Fletcher R, Collins CE, Morgan PJ, Burrows T, Callister R. Preventing and treating childhood obesity: time to target fathers. IntJObes(Lond). 2012;36(1):12–5.
22.
go back to reference Moraeus L, Lissner L, Yngve A, Poortvliet E, Al-Ansari U, Sjöberg A. Multi-level influences on childhood obesity in Sweden: societal factors, parental determinants and child’s lifestyle. Int J Obes (Lond). 2012;36(7):969–76.CrossRef Moraeus L, Lissner L, Yngve A, Poortvliet E, Al-Ansari U, Sjöberg A. Multi-level influences on childhood obesity in Sweden: societal factors, parental determinants and child’s lifestyle. Int J Obes (Lond). 2012;36(7):969–76.CrossRef
23.
go back to reference Fernandez-Alvira JM, te Velde SJ, De Bourdeaudhuij I, Bere E, Manios Y, Kovacs E, et al. Parental education associations with children’s body composition: mediation effects of energy balance-related behaviors within the ENERGY-project. Int.J.Behav.Nutr.Phys.Act. 2013 Jun 21;10:80-5868-10-80. Fernandez-Alvira JM, te Velde SJ, De Bourdeaudhuij I, Bere E, Manios Y, Kovacs E, et al. Parental education associations with children’s body composition: mediation effects of energy balance-related behaviors within the ENERGY-project. Int.J.Behav.Nutr.Phys.Act. 2013 Jun 21;10:80-5868-10-80.
24.
go back to reference Lehto R, Ray C, Roos E. Longitudinal associations between family characteristics and measures of childhood obesity. Int J Public Health. 2012;57(3):495–503.CrossRefPubMed Lehto R, Ray C, Roos E. Longitudinal associations between family characteristics and measures of childhood obesity. Int J Public Health. 2012;57(3):495–503.CrossRefPubMed
25.
go back to reference Mikkila V, Rasanen L, Raitakari OT, Pietinen P, Viikari J. Consistent dietary patterns identified from childhood to adulthood: the cardiovascular risk in Young Finns Study. Br J Nutr. 2005;93(6):923–31.CrossRefPubMed Mikkila V, Rasanen L, Raitakari OT, Pietinen P, Viikari J. Consistent dietary patterns identified from childhood to adulthood: the cardiovascular risk in Young Finns Study. Br J Nutr. 2005;93(6):923–31.CrossRefPubMed
26.
go back to reference Masse LC, Blanck HM, Valente M, Atienza AA, Agurs-Collins T, Weber D, et al. Association between self-reported household practices and body mass index of US children and adolescents, 2005. Prev Chronic Dis. 2012;9:E174.CrossRefPubMedPubMedCentral Masse LC, Blanck HM, Valente M, Atienza AA, Agurs-Collins T, Weber D, et al. Association between self-reported household practices and body mass index of US children and adolescents, 2005. Prev Chronic Dis. 2012;9:E174.CrossRefPubMedPubMedCentral
27.
go back to reference Wikstrom K, Lindstrom J, Tuomilehto J, Saaristo TE, Korpi-Hyövälti E, Oksa H, et al. Socio-economic differences in dysglycemia and lifestyle-related risk factors in the Finnish middle-aged population. Eur J Public Health. 2011;21(6):768–74.CrossRefPubMed Wikstrom K, Lindstrom J, Tuomilehto J, Saaristo TE, Korpi-Hyövälti E, Oksa H, et al. Socio-economic differences in dysglycemia and lifestyle-related risk factors in the Finnish middle-aged population. Eur J Public Health. 2011;21(6):768–74.CrossRefPubMed
28.
go back to reference Giskes K, Avendano M, Brug J, Kunst AE. A systematic review of studies on socioeconomic inequalities in dietary intakes associated with weight gain and overweight/obesity conducted among European adults. Obes Rev. 2010;11(6):413–29.CrossRefPubMed Giskes K, Avendano M, Brug J, Kunst AE. A systematic review of studies on socioeconomic inequalities in dietary intakes associated with weight gain and overweight/obesity conducted among European adults. Obes Rev. 2010;11(6):413–29.CrossRefPubMed
29.
go back to reference Tandon PS, Zhou C, Sallis JF, Cain KL, Frank LD, Saelens BE. Home environment relationships with children’s physical activity, sedentary time, and screen time by socioeconomic status. Int.J.Behav.Nutr.Phys.Act. 2012 Jul 26;9:88-5868-9-88. Tandon PS, Zhou C, Sallis JF, Cain KL, Frank LD, Saelens BE. Home environment relationships with children’s physical activity, sedentary time, and screen time by socioeconomic status. Int.J.Behav.Nutr.Phys.Act. 2012 Jul 26;9:88-5868-9-88.
30.
go back to reference Pearson N, Biddle SJ, Gorely T. Family correlates of fruit and vegetable consumption in children and adolescents: a systematic review. Public Health Nutr. 2009;12(2):267–83.CrossRefPubMed Pearson N, Biddle SJ, Gorely T. Family correlates of fruit and vegetable consumption in children and adolescents: a systematic review. Public Health Nutr. 2009;12(2):267–83.CrossRefPubMed
31.
go back to reference Kantomaa MT, Tammelin TH, Nayha S, Taanila AM. Adolescents’ physical activity in relation to family income and parents’ education. Prev Med. 2007;44(5):410–5.CrossRefPubMed Kantomaa MT, Tammelin TH, Nayha S, Taanila AM. Adolescents’ physical activity in relation to family income and parents’ education. Prev Med. 2007;44(5):410–5.CrossRefPubMed
32.
go back to reference Lynch J, Kaplan G. Socioeconomic position. In: Berkman L, Kawachi I, eds. Social Epidemiology Oxford: Oxford Univesity Press 2000:13–35. Lynch J, Kaplan G. Socioeconomic position. In: Berkman L, Kawachi I, eds. Social Epidemiology Oxford: Oxford Univesity Press 2000:13–35.
33.
go back to reference Leino T, Koskenniemi E, Saranpää PR, Strömberg N, Kilpi T. Rokotuskattavuus edelleen huippuluokkaa. Suomen Lääkärilehti. 2007;62(8):739–43. Leino T, Koskenniemi E, Saranpää PR, Strömberg N, Kilpi T. Rokotuskattavuus edelleen huippuluokkaa. Suomen Lääkärilehti. 2007;62(8):739–43.
34.
go back to reference Hankonen N, Absetz P, Haukkala A, Uutela A. Socioeconomic status and psychosocial mechanisms of lifestyle change in a type 2 diabetes prevention trial. Ann Behav Med. 2009;38(2):160–5.CrossRefPubMed Hankonen N, Absetz P, Haukkala A, Uutela A. Socioeconomic status and psychosocial mechanisms of lifestyle change in a type 2 diabetes prevention trial. Ann Behav Med. 2009;38(2):160–5.CrossRefPubMed
Metadata
Title
Associations between parental BMI, socioeconomic factors, family structure and overweight in Finnish children: a path model approach
Authors
Suvi Parikka
Päivi Mäki
Esko Levälahti
Susanna Lehtinen-Jacks
Tuija Martelin
Tiina Laatikainen
Publication date
01-12-2015
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2015
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/s12889-015-1548-1

Other articles of this Issue 1/2015

BMC Public Health 1/2015 Go to the issue