Abstract
The effect of socioeconomic inequalities on children’s mental health remains unclear. This study aims to explore the cross-sectional and longitudinal associations between social vulnerabilities and psychosocial problems, and the association between accumulation of vulnerabilities and psychosocial problems. 5987 children aged 2–9 years from eight European countries were assessed at baseline and 2-year follow-up. Two different instruments were employed to assess children’s psychosocial problems: the KINDL (Questionnaire for Measuring Health-Related Quality of Life in Children and Adolescents) was used to evaluate children’s well-being and the Strengths and Difficulties Questionnaire (SDQ) was used to evaluate children’s internalising problems. Vulnerable groups were defined as follows: children whose parents had minimal social networks, children from non-traditional families, children of migrant origin or children with unemployed parents. Logistic mixed-effects models were used to assess the associations between social vulnerabilities and psychosocial problems. After adjusting for classical socioeconomic and lifestyle indicators, children whose parents had minimal social networks were at greater risk of presenting internalising problems at baseline and follow-up (OR 1.53, 99% CI 1.11–2.11). The highest risk for psychosocial problems was found in children whose status changed from traditional families at T0 to non-traditional families at T1 (OR 1.60, 99% CI 1.07–2.39) and whose parents had minimal social networks at both time points (OR 1.97, 99% CI 1.26–3.08). Children with one or more vulnerabilities accumulated were at a higher risk of developing psychosocial problems at baseline and follow-up. Therefore, policy makers should implement measures to strengthen the social support for parents with a minimal social network.
Similar content being viewed by others
References
Acevedo-Garcia D, Pan J, Jun HJ, Osypuk TL, Emmons KM (2005) The effect of immigrant generation on smoking. Soc Sci Med 61:1223–1242. doi:10.1016/j.socscimed.2005.01.027
Agnafors S, Sydsjo G, Comasco E, Bladh M, Oreland L, Svedin CG (2016) Early predictors of behavioural problems in pre-schoolers—a longitudinal study of constitutional and environmental main and interaction effects. BMC Pediatr 16:76–87. doi:10.1186/s12887-016-0614-x
Ahrens W, Bammann K, Siani A, Buchecker K, De Henauw S, Iacoviello L, Hebestreit A, Krogh V, Lissner L, Marild S, Molnar D, Moreno LA, Pitsiladis YP, Reisch L, Tornaritis M, Veidebaum T, Pigeot I (2011) The IDEFICS cohort: design, characteristics and participation in the baseline survey. Int J Obes (Lond) 35(Suppl 1):S3–S15. doi:10.1038/ijo.2011.30
Anderson J (2014) The impact of family structure on the health of children: effects of divorce. Linacre Q 81:378–387. doi:10.1179/0024363914Z.00000000087
Bammann K, Gwozdz W, Lanfer A, Barba G, De Henauw S, Eiben G, Fernandez-Alvira JM, Kovacs E, Lissner L, Moreno LA, Tornaritis M, Veidebaum T, Pigeot I, Consortium I (2013) Socioeconomic factors and childhood overweight in Europe: results from the multi-centre IDEFICS study. Pediatr Obes 8:1–12. doi:10.1111/j.2047-6310.2012.00075.x
Barnett PA, Gotlib IH (1988) Psychosocial functioning and depression: distinguishing among antecedents, concomitants, and consequences. Psychol Bull 104:97–126
Biddle SJH, Asare M (2011) Physical activity and mental health in children and adolescents: a review of reviews. Br J Sports Med 45:886–895. doi:10.1136/bjsports-2011-090185
Bradley RH, Corwyn RF (2002) Socioeconomic status and child development. Annu Rev Psychol 53:371–399. doi:10.1146/annurev.psych.53.100901.135233
Brand JE (2015) The far-reaching impact of job loss and unemployment. Annu Rev Sociol 41:359–375. doi:10.1146/annurev-soc-071913-043237
Brown SL, Manning WD, Stykes JB (2015) Family structure and child well-being: integrating family complexity. J Marriage Fam 77:177–190. doi:10.1111/jomf.12145
Bullinger M, Brutt AL, Erhart M, Ravens-Sieberer U (2008) Psychometric properties of the KINDL-R questionnaire: results of the BELLA study. Eur Child Adolesc Psychiatry 17(Suppl 1):125–132. doi:10.1007/s00787-008-1014-z
Chase-Lansdale PL, Moffitt RA, Lohman BJ, Cherlin AJ, Coley RL, Pittman LD, Roff J, Votruba-Drzal E (2003) Mothers’ transitions from welfare to work and the well-being of preschoolers and adolescents. Science 299:1548–1552. doi:10.1126/science.1076921
Clark A, Xa E (2003) Unemployment as a social norm: psychological evidence from panel data. J Lab Econ 21:323–351. doi:10.1002/hec.2831
Cochran MM, Brassard JA (1979) Child development and personal social networks. Child Dev 50:601–616. doi:10.2307/1128926
Cole TJ, Freeman JV, Preece MA (1998) British 1990 growth reference centiles for weight, height, body mass index and head circumference fitted by maximum penalized likelihood. Stat Med 17:407–429
Cole TJ, Lobstein T (2012) Extended international (IOTF) body mass index cut-offs for thinness, overweight and obesity. Pediatr Obes 7:284–294. doi:10.1111/j.2047-6310.2012.00064.x
Craigie T-A, Brooks-Gunn J, Waldfogel J (2010) Family structure, family stability and early child wellbeing. Princeton University, Princeton. http://crcw.princeton.edu/workingpapers/WP10-14-FF.pdf. Accessed 8 Aug 2016
Currie C, Gabhainn S, Godeau E et al (2008) Inequalities in young people’s health: HBSC international report from the 2005/2006 Survey. The RICHE Publishing Web. http://www.childhealthresearch.eu/riche/research/add-knowledge/HBSC%20international%20report%202005-06%20survey.pdf. Accessed 13 April 2016
Cutter SL, UoS Carolina, Boruff BJ, UoS Carolina, Shirley WL, UoS Carolina (2003) Social vulnerability to environmental hazards. Soc Sci Q 84:242–261. doi:10.1111/1540-6237.8402002
De Henauw S, Verbestel V, Marild S, Barba G, Bammann K, Eiben G, Hebestreit A, Iacoviello L, Gallois K, Konstabel K, Kovacs E, Lissner L, Maes L, Molnar D, Moreno LA, Reisch L, Siani A, Tornaritis M, Williams G, Ahrens W, De Bourdeaudhuij I, Pigeot I, Consortium I (2011) The IDEFICS community-oriented intervention programme: a new model for childhood obesity prevention in Europe? Int J Obes (Lond) 35(Suppl 1):S16–S23. doi:10.1038/ijo.2011.31
de Laat SA, Essink-Bot ML, van Wassenaer-Leemhuis AG, Vrijkotte TG (2016) Effect of socioeconomic status on psychosocial problems in 5- to 6-year-old preterm- and term-born children: the ABCD study. Eur Child Adolesc Psychiatry 25:757–767. doi:10.1007/s00787-015-0791-4
Ghazarian SR, Roche KM (2010) Social support and low-income, urban mothers: longitudinal associations with adolescent delinquency. J Youth Adolesc 39:1097–1108. doi:10.1007/s10964-010-9544-3
Goodman R (1997) The Strengths and Difficulties Questionnaire: a research note. J Child Psychol Psychiatry 38:581–586
Gupta RP, de Wit ML, McKeown D (2007) The impact of poverty on the current and future health status of children. Paediatr Child Health 12:667–672
Harrison E, Rose D (2006) The european socio-economic classification (ESeC) user guide. In: University of Essex, Colchester Web. https://www.iser.essex.ac.uk/files/esec/guide/docs/UserGuide.pdf. Accessed 26 June 2016
Hattgen K, Klasen S (2008) Well-being of migrant children and migrant youth in Europe. Web. http://www2.vwl.wiso.uni-goettingen.de/ibero/working_paper_neu/DB181.pdf. Accessed 22 June 2016
Hayward J, Jacka FN, Skouteris H, Millar L, Strugnell C, Swinburn BA, Allender S (2016) Lifestyle factors and adolescent depressive symptomatology: associations and effect sizes of diet, physical activity and sedentary behaviour. Aust N Z J Psychiatry 50:1064–1073. doi:10.1177/0004867416671596
Hense S, Pohlabeln H, Michels N, Mårild S, Lissner L, Kovács E, Moreno LA, Hadjigeorgiou C, Veidebaum T, Iacovello L, Pitsiladis Y, Reisch L, Siani A, Ahrens W (2013) Determinants of attrition to follow-up in a multicentre cohort study in children-results from the IDEFICS study. Epidemiol Res Int 9:1–9. doi:10.1155/2013/936365
Homel R, Burns A, Goodnow J (1987) Parental social networks and child development. J Soc Pers Relatsh 4:159–177. doi:10.1177/0265407587042004
Hunsberger M, Lehtinen-Jacks S, Mehlig K, Gwozdz W, Russo P, Michels N, Bammann K, Pigeot I, Fernandez-Alvira JM, Thumann BF, Molnar D, Veidebaum T, Hadjigeorgiou C, Lissner L (2016) Bidirectional associations between psychosocial well-being and body mass index in European children: longitudinal findings from the IDEFICS study. BMC Public Health 16:949. doi:10.1186/s12889-016-3626-4
Huybrechts I, Bornhorst C, Pala V, Moreno LA, Barba G, Lissner L, Fraterman A, Veidebaum T, Hebestreit A, Sieri S, Ottevaere C, Tornaritis M, Molnar D, Ahrens W, De Henauw S, Consortium I (2011) Evaluation of the Children’s Eating Habits Questionnaire used in the IDEFICS study by relating urinary calcium and potassium to milk consumption frequencies among European children. Int J Obes (Lond) 35(Suppl 1):S69–S78. doi:10.1038/ijo.2011.37
Iannotti RJ, Wang J (2013) Trends in physical activity, sedentary behavior, diet, and BMI among US adolescents, 2001–2009. Pediatrics 132:606–614. doi:10.1542/peds.2013-1488
Iguacel I, Fernandez-Alvira JM, Bammann K, De Clercq B, Eiben G, Gwozdz W, Molnar D, Pala V, Papoutsou S, Russo P, Veidebaum T, Wolters M, Bornhorst C, Moreno LA (2016) Associations between social vulnerabilities and dietary patterns in European children: the identification and prevention of dietary- and lifestyle-induced health effects in children and infants (IDEFICS) study. Br J Nutr 116:1288–1297. doi:10.1017/S0007114516003330
Labree W, van de Mheen D, Rutten F, Rodenburg G, Koopmans G, Foets M (2015) Differences in overweight and obesity among children from migrant and native origin: the role of physical activity, dietary intake, and sleep duration. PLoS One. doi:10.1371/journal.pone.0123672
Leavey G, Hollins K, King M, Barnes J, Papadopoulos C, Grayson K (2004) Psychological disorder amongst refugee and migrant schoolchildren in London. Soc Psychiatry Psychiatr Epidemiol 39:191–195. doi:10.1007/s00127-004-0724-x
Marmot M (2005) Social determinants of health inequalities. Lancet 365:1099–1104
Matthews T, Danese A, Wertz J, Odgers CL, Ambler A, Moffitt TE, Arseneault L (2016) Social isolation, loneliness and depression in young adulthood: a behavioural genetic analysis. Soc Psychiatry Psychiatr Epidemiol 51:339–348. doi:10.1007/s00127-016-1178-7
McLoyd VC (1998) Socioeconomic disadvantage and child development. Am Psychol 53:185–204. doi:10.1037/0003-066X.53.2.185
McLoyd VC, Jayaratne TE, Ceballo R, Borquez J (1994) Unemployment and work interruption among African American single mothers: effects on parenting and adolescent socioemotional functioning. Child Dev 65:562–589. doi:10.1111/j.1467-8624.1994.tb00769.x
Meesters PD, Comijs HC, de Haan L, Smit JH, Eikelenboom P, Beekman AT, Stek ML (2013) Subjective quality of life and its determinants in a catchment area based population of elderly schizophrenia patients. Schizophr Res 147:275–280. doi:10.1016/j.schres.2013.04.030
Mind Yi (2009) Strengths and Difficulties Questionnaire: information for researchers and professionals about the Strenghts and Difficulties Questionnaire. Web http://www.sdqinfo.com/. Accessed 14 April 2016
Molcho M, Cristini F, Gabhainn S, Santinello M, Moreno C, Gaspar de Matos M, Bjarnason T, Baldassari D, Due P (2010) Health and well-being among child inmigrants in Europe. Eurohealth 16:20–22
OECD (2011) An overview of growing income inequalities in OECD countries: main findings. OECD Publishing OECD Web. https://www.oecd.org/els/soc/49499779.pdf. Accessed 20 June 2016
Pantzer K, Rajmil L, Tebe C, Codina F, Serra-Sutton V, Ferrer M, Ravens-Sieberer U, Simeoni MC, Alonso J (2006) Health related quality of life in immigrants and native school aged adolescents in Spain. J Epidemiol Community Health 60:694–698. doi:10.1136/jech.2005.044073
Potijk MR, de Winter AF, Bos AF, Kerstjens JM, Reijneveld SA (2015) Behavioural and emotional problems in moderately preterm children with low socioeconomic status: a population-based study. Eur Child Adolesc Psychiatry 24:787–795. doi:10.1007/s00787-014-0623-y
Powdthavee N, Vernoit J (2013) Parental unemployment and children’s happiness: a longitudinal study of young people’s well-being in unemployed households. Labour Econ 24:253–263. doi:10.1016/j.labeco.2013.09.008
Ravens-Sieberer U, Bullinger M (1998) Assessing health-related quality of life in chronically ill children with the German KINDL: first psychometric and content analytical results. Qual Life Res 7:399–407
Ravens-Sieberer U, Erhart M, Gosch A, Wille N, European KG (2008) Mental health of children and adolescents in 12 European countries-results from the European KIDSCREEN study. Clin Psychol Psychother 15:154–163. doi:10.1002/cpp.574
Reiss F (2013) Socioeconomic inequalities and mental health problems in children and adolescents: a systematic review. Soc Sci Med 90:24–31. doi:10.1016/j.socscimed.2013.04.026
Rijlaarsdam J, Stevens GW, van der Ende J, Hofman A, Jaddoe VW, Mackenbach JP, Verhulst FC, Tiemeier H (2013) Economic disadvantage and young children’s emotional and behavioral problems: mechanisms of risk. J Abnorm Child Psychol 41:125–137. doi:10.1007/s10802-012-9655-2
Samuelsson MA (1994) Associations between the mental health and social networks of children and parents in single-parent families. A comparison between a clinical group and a control group. Acta Psychiatr Scand 90:438–445. doi:10.1111/j.1600-0447.1994.tb01621.x
The UNESCO Institute for Statistics (1997) International standard classification of education (ISCED). In: UNESCO 2006 Unesco Institute for Statistics Publishing UNESCOWeb. http://www.uis.unesco.org/Education/Documents/isced-2011-en.pdf. Accessed 14 March 2016
Stevens GW, Vollebergh WA (2008) Mental health in migrant children. J Child Psychol Psychiatry 49:276–294. doi:10.1111/j.1469-7610.2007.01848.x
Taylor ZE, Conger RD, Robins RW, Widaman KF (2015) Parenting practices and perceived social support: longitudinal relations with the social competence of mexican-origin children. J Lat Psychol 3:193–208. doi:10.1037/lat0000038
Thompson RA, Flood MF, Goodvin R (2006) Social support and developmental psychopathology. In: Cicchetti D, Cohen D (ed) Developmental psychopathology, 2nd edn. Wiley, New Jersey, pp 1–37
Vanaelst B, De Vriendt T, Ahrens W, Bammann K, Hadjigeorgiou C, Konstabel K, Lissner L, Michels N, Molnar D, Moreno LA, Reisch L, Siani A, Sioen I, De Henauw S (2012) Prevalence of psychosomatic and emotional symptoms in European school-aged children and its relationship with childhood adversities: results from the IDEFICS study. Eur Child Adolesc Psychiatry 21:253–265. doi:10.1007/s00787-012-0258-9
Vieno A, Santinello M, Lenzi M, Baldassari D, Mirandola M (2009) Health status in immigrants and native early adolescents in Italy. J Community Health 34:181–187. doi:10.1007/s10900-008-9144-2
Vollebergh WA, ten Have M, Dekovic M, Oosterwegel A, Pels T, Veenstra R, de Winter A, Ormel H, Verhulst F (2005) Mental health in immigrant children in the Netherlands. Soc Psychiatry Psychiatr Epidemiol 40:489–496. doi:10.1007/s00127-005-0906-1
Waldfogel J, Craigie TA, Brooks-Gunn J (2010) Fragile families and child wellbeing. Future Child 20:87–112
Williams DR, Collins C (2001) Racial residential segregation: a fundamental cause of racial disparities in health. Public Health Rep 116:404–416. doi:10.1093/phr/116.5.404
Woodhead M, Dornan P, Murray H, Lives Y (2012) What inequality means for children: evidence from young lives. Int J Child Rts 22:467–501. doi:10.1163/15718182-02203006
Acknowledgements
This work has been done as part of the IDEFICS Study (http://www.idefics.eu). The authors gratefully acknowledge the financial support of the European Community within the Sixth RTD Framework Programme Contract No. 016181 (FOOD). I. I has been financed by the FPU (grant reference FPU014/00922) Predoctoral Programs (Spanish Ministry of Education and Science). We thank the IDEFICS children and their parents who generously volunteered and participated in this project.
Author information
Authors and Affiliations
Consortia
Contributions
The authors’ contributions were as follows: II carried out the statistical analysis and drafted the manuscript along with NMCB designed the statistical analyses. KB, JMF-A, WG, RF, BT, and PR developed the measurement instruments; LR, SDH, MH, LAM, and TV supervised the national data collection authors read and critically reviewed the manuscript.
Corresponding author
Ethics declarations
Conflict of interest
The authors declare that there are no conflicts of interest.
Electronic supplementary material
Below is the link to the electronic supplementary material.
Rights and permissions
About this article
Cite this article
Iguacel, I., Michels, N., Fernández-Alvira, J.M. et al. Associations between social vulnerabilities and psychosocial problems in European children. Results from the IDEFICS study. Eur Child Adolesc Psychiatry 26, 1105–1117 (2017). https://doi.org/10.1007/s00787-017-0998-7
Received:
Accepted:
Published:
Issue Date:
DOI: https://doi.org/10.1007/s00787-017-0998-7