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Exploring subgroup effects by socioeconomic position of three effective school-based dietary interventions: the European TEENAGE project

  • Original Article
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International Journal of Public Health

Abstract

Objectives

The aim of this study was to explore subgroup effects by high and low socioeconomic position (SEP) of three previously conducted, effective European interventions.

Methods

Reanalyses stratified by SEP were conducted by the research groups of each study. All studies were school-based: two multi-component interventions targeting intake of fat or fruit and vegetables (FV), and a free breakfast initiative.

Results

Computer-tailored advice affected fat intake among low, but not high SEP girls after 1 year. A multi-component intervention affected the total FV intake in both SEP groups, vegetable intake in low SEP and fruit intake in high SEP across three countries after 1 year, whereas free fruit affected total FV and fruit intake equally in both SEP groups in one country after 2 years. Providing a free healthy breakfast increased consumption of healthy food items only in the low SEP group.

Conclusions

Reanalysing intervention studies by SEP is a quick and easy way to explore patterns in effects by SEP across interventions. Providing healthy food might be a promising strategy for decreasing social inequalities.

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References

  • Bere E, Veierød MB, Bjelland M, Klepp K-I (2006a) Free school fruit—sustained effect 1 year later. Health Educ Res 21:268–275

    Article  CAS  PubMed  Google Scholar 

  • Bere E, Veierod MB, Bjelland M, Klepp K-I (2006b) Outcome and process evaluation of a Norwegian school-randomized fruit and vegetable intervention: fruits and vegetables make the marks (FVMM). Health Educ Res 21:258–267

    Article  CAS  PubMed  Google Scholar 

  • Currie C, Gabhainn SN, Godeau E et al (eds) (2008) Inequalities in young people’s health: HBSC international report from the 2005/2006 survey. WHO Europe, Copenhagen

    Google Scholar 

  • Due P, Krolner R, Rasmussen M, Andersen A, Damsgaard MT, Graham H, Holstein BE (2011) Pathways and mechanisms in adolescence contribute to adult health inequalities. Scand J Public Health 39(6 Suppl):62–78

    Article  PubMed  Google Scholar 

  • Frohlich KL, Potvin L (2010) Commentary: structure or agency? The importance of both for addressing social inequalities in health. Int J Epidemiol 39:378–379

    Article  PubMed  Google Scholar 

  • Giskes K, Avendano M, Brug J, Kunst AE (2010) A systematic review of studies on socioeconomic inequalities in dietary intakes associated with weight gain and overweight/obesity conducted among European adults. Obes Rev 11:413–429

    Article  CAS  PubMed  Google Scholar 

  • Haerens L, Deforche B, Maes L, Cardon G, Stevens V, de Bourdeaudhuij I (2006) Evaluation of a 2-year physical activity and healthy eating intervention in middle school children. Health Educ Res 21:911–921

    Article  PubMed  Google Scholar 

  • Haerens L, de Bourdeaudhuij I, Maes L, Vereecken C, Brug J, Deforche B (2007) The effects of a middle-school healthy eating intervention on adolescents’ fat and fruit intake and soft drinks consumption. Public Health Nutr 10:443–449

    Article  PubMed  Google Scholar 

  • Hanson MD, Chen E (2007) Socioeconomic status and health behaviors in adolescence: a review of the literature. J Behav Med 30:263–285

    Article  PubMed  Google Scholar 

  • Haraldsdottir J, Thorsdottir I, de Almeida MD, Maes L, Perez-Rodrigo C, Elmadfa I, Andersen LF (2005) Validity and reproducibility of a precoded questionnaire to assess fruit and vegetable intake in European 11- to 12-year-old schoolchildren. Ann Nutr Metabol 49:221–227

    Article  CAS  Google Scholar 

  • Hollingshead AB (ed) (1957) Two-factor index of social position. Yale University Press, New Haven

    Google Scholar 

  • Kelder SH, Perry CL, Klepp K-I, Lytle LA (1994) Longitudinal tracking of adolescent smoking, physical activity, and food choice behaviors. Am J Public Health 84:1121–1126

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Lien N, Lytle LA, Klepp K-I (2001a) Stability in consumption of fruit, vegetables and sugary foods in a cohort from age 14 to 21. Prev Med 33:217–226

    Article  CAS  PubMed  Google Scholar 

  • Lien N, Friestad C, Klepp K-I (2001b) Adolescents’ proxy reports of parents’ socioeconomic status—how valid are they? J Epidemiol Community Health 55:731–737

    Article  CAS  PubMed Central  PubMed  Google Scholar 

  • Lorenc T, Petticrew M, Welch V, Tugwell P (2013) What types of interventions generate inequalities? Evidence from systematic reviews. J Epidemiol Community Health 67:190–193

    Article  PubMed  Google Scholar 

  • Lytle LA, Seifert S, Greenstein J, McGovern P (2000) How do children’s eating patterns and food choices change over time? Results from a cohort study. Am J Health Promot 14:222–228

    Article  CAS  PubMed  Google Scholar 

  • Mackenbach JP, Stirbu I, Roskam AJ, Schaap MM, Menvielle G, Leinsalu M, Kunst AE, European Union Working Group on Socioeconomic Inequalities in Health (2008) Socioeconomic inequalities in health in 22 European countries. N Engl J Med 358:2468–2481

    Article  CAS  PubMed  Google Scholar 

  • Magnee T, Burdorf A, Brug J, Kremers SP, Oenema A, van Assema P, Ezendam NP, van Genugten L, Hendriksen IJ, Hopman-Rock M, Jansen W, de Jong J, Kocken PL, Kroeze W, Kwak L, Lechner L, de Nooijer J, van Poppel MN, Robroek SJ, Schreurs H, van Sluijs EM, Steenhuis IJ, van Stralen MM, Tak NI, Te Velde SJ, Vermeer WM, Wammes B, van Wier MF, van Lenthe FJ (2013) Equity-specific effects of 26 Dutch obesity-related lifestyle interventions. Am J Prev Med 44:e57–e66

    Article  PubMed  Google Scholar 

  • McLaren L, McIntyre L, Kirkpatrick S (2010) Rose’s population strategy of prevention need not increase social inequalities in health. Int J Epidemiol 39:372–377

    Article  PubMed  Google Scholar 

  • Moore GF, Tapper K, Murphy S, Lynch R, Raisanen L, Pimm C, Moore L (2007a) Associations between deprivation, attitudes towards eating breakfast and breakfast eating behaviours in 9–11-year-old. Public Health Nutr 10:582–589

    Article  PubMed  Google Scholar 

  • Moore L, Moore GF, Tapper K, Lynch R, Desousa C, Hale J, Roberts C, Murphy S (2007b) Free breakfast in schools: design and conduct of a cluster randomised controlled trial of the primary school free breakfast initiative in Wales. BMC Public Health 7:258

    Article  PubMed Central  PubMed  Google Scholar 

  • Murphy S, Moore GF, Tapper K, Lynch R, Clarke R, Raisanen L, Desousa C, Moore L (2011) Free healthy breakfasts in primary schools: a cluster randomised controlled trial of a policy intervention in Wales. Public Health Nutr 19:362–374

    Google Scholar 

  • Oldroyd J, Burns C, Lucas P, Haikerwal A, Waters E (2008) The effectiveness of nutrition interventions on dietary outcomes by relative social disadvantage: a systematic review. J Epidemiol Community Health 62:573–579

    Article  CAS  PubMed  Google Scholar 

  • Pearson N, Biddle SJ, Gorely T (2009a) Family correlates of fruit and vegetable consumption in children and adolescents: a systematic review. Public Health Nutr 12:267–283

    Article  PubMed  Google Scholar 

  • Pearson N, Biddle SJH, Gorely T (2009b) Family correlates of breakfast consumption among children and adolescents. A systematic review. Appetite 52:1–7

    Article  PubMed  Google Scholar 

  • Perez-Rodrigo C, Wind M, Hildonen C, Bjelland M, Aranceta J, Klepp K-I, Brug J (2005) The Pro Children intervention: applying the intervention mapping protocol to develop a school-based fruit and vegetable promotion programme. Ann Nutr Metabol 49:267–277

    Article  CAS  Google Scholar 

  • Petticrew M, Tugwell P, Kristjansson E, Oliver S, Ueffing E, Welch V (2012) Damned if you do, damned if you don’t: subgroup analysis and equity. J Epidemiol Community Health 66:95–98

    Article  PubMed  Google Scholar 

  • Tak NI, te Velde SJ, Brug J (2007) Ethnic differences in 1-year follow-up effect of the Dutch Schoolgruiten Project—promoting fruit and vegetable consumption among primary-school children. Public Health Nutr 10:1497–1507

    Article  PubMed  Google Scholar 

  • Tak NI, te Velde SJ, Brug J (2009) Long-term effects of the Dutch Schoolgruiten Project-promoting fruit and vegetable consumption among primary-school children. Public Health Nutr 12:1213–1223

    Article  PubMed  Google Scholar 

  • te Velde SJ, Brug J, Wind M, Hldonen C, Bjelland M, Perez-Rodrigo C, Klepp K-I (2008) Effects of a comprehensive fruit- and vegetable-promoting school-based intervention in three European countries: the Pro Children study. Br J Nutr 99:893–903

    Article  Google Scholar 

  • van Cauwenberghe E, Maes L, Spittaels H, van Lenthe FJ, Brug J, Oppert JM, de Bourdeaudhuij I (2010) Effectiveness of school-based interventions in Europe to promote healthy nutrition in children and adolescents: systematic review of published and ‘grey’ literature. Br J Nutr 103:781–797

    Article  PubMed  Google Scholar 

  • van der Horst K, Oenema A, Ferreira I, Wendel-Vos W, Giskes K, van Lenthe F, Brug J (2007) A systematic review of environmental correlates of obesity-related dietary behaviors in youth. Health Educ Res 22:203–226

    Article  PubMed  Google Scholar 

  • van Lenthe FJ, de Bourdeaudhuij I, Klepp K-I, Lien N, Moore L, Faggiano F, Kunst AE, Mackenbach JP (2009) Preventing socioeconomic inequalities in health behaviour in adolescents in Europe: background, design and methods of project TEENAGE. BMC Public Health 9:125

    Article  PubMed Central  PubMed  Google Scholar 

  • Vandelanotte C, Matthys C, de Bourdeaudhuij I (2004) Reliability and validity of a computerized questionnaire to measure fat intake in Belgium. Nutr Res 24:621–631

    Article  CAS  Google Scholar 

  • World Health Organisation (2008a) Closing the gap in a generation. Health equity through action on the social determinants of health. WHO, Geneva

    Google Scholar 

  • World Health Organisation (2008b) Prevention and control of noncommunicable diseases: implementation of the global strategy. 61st World Health Assembly. WHO, Geneva

    Google Scholar 

  • Yildirim M, van Stralen MM, Chinapaw MJ, Brug J, van Mechelen W, Twisk JWR, te Velde SJ, On behalf of the ENERGY-consortium (2011) For whom and under what circumstances do school-based energy balance behavior interventions work? Systematic review on moderators. Int J Pediatr Obes 6:e46–e57

    Article  PubMed Central  PubMed  Google Scholar 

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Acknowledgments

Project TEENAGE—the prevention of socioeconomic inequalities in health behaviour in adolescents in Europe—has received funding from the European Union in the framework of the Public Health Programme (Project-Number 2006323). The authors declare that they have no conflict of interest. The contributions of the authors were as follows: N.L. drafted the final manuscript; L.H., S.J.tV. and L.Me. reanalysed study 1, 2 and 3, respectively; F.J.vL. initiated the project; K-I.K., L.Mo., I.dB. and F.F. contributed to the initiation of the project and were work package leaders. All authors commented on early drafts of the manuscript and have read and approved the final manuscript. The TEENAGE work package on dietary interventions would like to acknowledge the work of Researcher Marianne Wind and Research assistants Lena L. Nymoen and Benedicte K. Mælnes in the initial search for the intervention studies and writing on early drafts of the manuscript.

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Lien, N., Haerens, L., te Velde, S.J. et al. Exploring subgroup effects by socioeconomic position of three effective school-based dietary interventions: the European TEENAGE project. Int J Public Health 59, 493–502 (2014). https://doi.org/10.1007/s00038-013-0524-8

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  • DOI: https://doi.org/10.1007/s00038-013-0524-8

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