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Published in: BMC Public Health 1/2006

Open Access 01-12-2006 | Research article

Tracking and prevalence of cardiovascular disease risk factors across socio-economic classes: A longitudinal substudy of the European Youth Heart Study

Authors: Peter L Kristensen, Niels Wedderkopp, Niels C Møller, Lars B Andersen, Charlotte N Bai, Karsten Froberg

Published in: BMC Public Health | Issue 1/2006

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Abstract

Background

The highest prevalence of several cardiovascular disease risk factors including obesity, smoking and low physical activity level is observed in adults of low socioeconomic status. This study investigates whether tracking of body mass index and physical fitness from childhood to adolescence differs between groups of socioeconomic status. Furthermore the study investigates whether social class differences in the prevalence of overweight and low physical fitness exist or develop within the age range from childhood to adolescence.

Methods

In all, 384 school children were followed for a period of six years (from third to ninth grade). Physical fitness was determined by a progressive maximal cycle ergometer test and the classification of overweight was based on body mass index cut-points proposed by the International Obesity Task Force. Socioeconomic status was defined according to The International Standard Classification of Occupation scheme.

Results

Moderate and moderately high tracking was observed for physical fitness and body mass index, respectively. No significant difference in tracking was observed between groups of socioeconomic status. A significant social gradient was observed in both the prevalence of overweight and low physical fitness in the 14–16-year-old adolescents, whereas at the age of 8–10 years, only the prevalence of low physical fitness showed a significant inverse relation to socioeconomic status. The odds of both developing and maintaining risk during the measurement period were estimated as bigger in the group of low socioeconomic status than in the group of high socioeconomic status, although differences were significant only with respect to the odds of developing overweight.

Conclusion

The results indicate that the fundamental possibilities of predicting overweight and low physical fitness at an early point in time are the same for different groups of socio-economic status. Furthermore, the observed development of social inequalities in the absolute prevalence of overweight and low physical fitness underline the need for broad preventive efforts targeting children of low socioeconomic status in early childhood.
Literature
1.
go back to reference Marmot MG, Smith GD, Stansfeld S, Patel C, North F, Head J, White I, Brunner E, Feeney A: Health inequalities among British civil servants: the Whitehall II study. Lancet. 1991, 337: 1387-1393. 10.1016/0140-6736(91)93068-K.CrossRefPubMed Marmot MG, Smith GD, Stansfeld S, Patel C, North F, Head J, White I, Brunner E, Feeney A: Health inequalities among British civil servants: the Whitehall II study. Lancet. 1991, 337: 1387-1393. 10.1016/0140-6736(91)93068-K.CrossRefPubMed
2.
go back to reference Choiniere R, Lafontaine P, Edwards AC: Distribution of cardiovascular disease risk factors by socioeconomic status among Canadian adults. CMAJ. 2000, 162: S13-S24.PubMedPubMedCentral Choiniere R, Lafontaine P, Edwards AC: Distribution of cardiovascular disease risk factors by socioeconomic status among Canadian adults. CMAJ. 2000, 162: S13-S24.PubMedPubMedCentral
3.
4.
go back to reference Kaplan GA, Keil JE: Socioeconomic factors and cardiovascular disease: a review of the literature. Circulation. 1993, 88: 1973-1998.CrossRefPubMed Kaplan GA, Keil JE: Socioeconomic factors and cardiovascular disease: a review of the literature. Circulation. 1993, 88: 1973-1998.CrossRefPubMed
5.
go back to reference Tyroler HA: The influence of socioeconomic factors on cardiovascular disease risk factor development. Prev Med. 1999, 29: S36-S40. 10.1006/pmed.1998.0441.CrossRefPubMed Tyroler HA: The influence of socioeconomic factors on cardiovascular disease risk factor development. Prev Med. 1999, 29: S36-S40. 10.1006/pmed.1998.0441.CrossRefPubMed
6.
go back to reference Rosengren A, Wedel H, Wilhelmsen L: Coronary heart disease and mortality in middle aged men from different occupational classes in Sweden. BMJ. 1988, 297: 1497-1500.CrossRefPubMedPubMedCentral Rosengren A, Wedel H, Wilhelmsen L: Coronary heart disease and mortality in middle aged men from different occupational classes in Sweden. BMJ. 1988, 297: 1497-1500.CrossRefPubMedPubMedCentral
7.
go back to reference Hein HO, Suadicani P, Gyntelberg F: Ischaemic heart disease incidence by social class and form of smoking: the Copenhagen Male Study--17 years' follow-up. J Intern Med. 1992, 231: 477-483.CrossRefPubMed Hein HO, Suadicani P, Gyntelberg F: Ischaemic heart disease incidence by social class and form of smoking: the Copenhagen Male Study--17 years' follow-up. J Intern Med. 1992, 231: 477-483.CrossRefPubMed
8.
go back to reference Norton DE, Froelicher ES, Waters CM, Carrieri Kohlman V: Parental influence on models of primary prevention of cardiovascular disease in children. Eur J Cardiovasc Nurs. 2003, 2: 311-322. 10.1016/S1474-5151(03)00072-0.CrossRefPubMed Norton DE, Froelicher ES, Waters CM, Carrieri Kohlman V: Parental influence on models of primary prevention of cardiovascular disease in children. Eur J Cardiovasc Nurs. 2003, 2: 311-322. 10.1016/S1474-5151(03)00072-0.CrossRefPubMed
9.
go back to reference Sobal J, Stunkard AJ: Socioeconomic status and obesity: a review of the literature. Psychol Bull. 1989, 105: 260-275. 10.1037/0033-2909.105.2.260.CrossRefPubMed Sobal J, Stunkard AJ: Socioeconomic status and obesity: a review of the literature. Psychol Bull. 1989, 105: 260-275. 10.1037/0033-2909.105.2.260.CrossRefPubMed
10.
go back to reference Van Lenthe FJ, Boreham CA, Twisk JW, Strain JJ, Savage JM, Smith GD: Socio-economic position and coronary heart disease risk factors in youth. Findings from the Young Hearts Project in Northern Ireland. Eur J Public Health. 2001, 11: 43-50. 10.1093/eurpub/11.1.43.CrossRefPubMed Van Lenthe FJ, Boreham CA, Twisk JW, Strain JJ, Savage JM, Smith GD: Socio-economic position and coronary heart disease risk factors in youth. Findings from the Young Hearts Project in Northern Ireland. Eur J Public Health. 2001, 11: 43-50. 10.1093/eurpub/11.1.43.CrossRefPubMed
11.
go back to reference Twisk JW, Kemper HC, van Mechelen W, Post GB: Tracking of risk factors for coronary heart disease over a 14-year period: a comparison between lifestyle and biologic risk factors with data from the Amsterdam Growth and Health Study. Am J Epidemiol. 1997, 145: 888-898.CrossRefPubMed Twisk JW, Kemper HC, van Mechelen W, Post GB: Tracking of risk factors for coronary heart disease over a 14-year period: a comparison between lifestyle and biologic risk factors with data from the Amsterdam Growth and Health Study. Am J Epidemiol. 1997, 145: 888-898.CrossRefPubMed
12.
go back to reference Marshall SJ, Sarkin JA, Sallis JF, McKenzie TL: Tracking of health-related fitness components in youth ages 9 to 12. Med Sci Sports Exerc. 1998, 30: 910-916. 10.1097/00005768-199806000-00021.CrossRefPubMed Marshall SJ, Sarkin JA, Sallis JF, McKenzie TL: Tracking of health-related fitness components in youth ages 9 to 12. Med Sci Sports Exerc. 1998, 30: 910-916. 10.1097/00005768-199806000-00021.CrossRefPubMed
13.
go back to reference Trudeau F, Shephard RJ, Arsenault F, Laurencelle L: Tracking of physical fitness from childhood to adulthood. Can J Appl Physiol. 2003, 28: 257-271.CrossRefPubMed Trudeau F, Shephard RJ, Arsenault F, Laurencelle L: Tracking of physical fitness from childhood to adulthood. Can J Appl Physiol. 2003, 28: 257-271.CrossRefPubMed
14.
go back to reference Fuentes RM, Notkola IL, Shemeikka S, Tuomilehto J, Nissinen A: Tracking of body mass index during childhood: a 15-year prospective population-based family study in eastern Finland. Int J Obes Relat Metab Disord. 2003, 27: 716-721. 10.1038/sj.ijo.0802271.CrossRefPubMed Fuentes RM, Notkola IL, Shemeikka S, Tuomilehto J, Nissinen A: Tracking of body mass index during childhood: a 15-year prospective population-based family study in eastern Finland. Int J Obes Relat Metab Disord. 2003, 27: 716-721. 10.1038/sj.ijo.0802271.CrossRefPubMed
15.
go back to reference Riddoch C, Edwards D, Page A, Froberg K, Anderssen SA, Wedderkopp N, Brage S, Cooper AR, Sardinha LB, Harro M, Heggebø LK, Mechelen WV, Boreham C, Ekelund U, Andersen LB: The European Youth Heart Study - cardiovascular disease risk factors in children: rationale, aims, design and validation of methods. J Physical Activity Health. 2005, 2: 115-129. Riddoch C, Edwards D, Page A, Froberg K, Anderssen SA, Wedderkopp N, Brage S, Cooper AR, Sardinha LB, Harro M, Heggebø LK, Mechelen WV, Boreham C, Ekelund U, Andersen LB: The European Youth Heart Study - cardiovascular disease risk factors in children: rationale, aims, design and validation of methods. J Physical Activity Health. 2005, 2: 115-129.
16.
go back to reference Wedderkopp N: Atherosclerotic cardiovascular Risk Factors in Danish Children and Adolescents. A Community based approach with special reference to Physical Fitness and Obesity. 2001, Institute Of Sports Science and Clinical Biomechanics, Faculty of Health Sciences, University of Southern Denmark Wedderkopp N: Atherosclerotic cardiovascular Risk Factors in Danish Children and Adolescents. A Community based approach with special reference to Physical Fitness and Obesity. 2001, Institute Of Sports Science and Clinical Biomechanics, Faculty of Health Sciences, University of Southern Denmark
17.
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: 1240-1243. 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: 1240-1243. 10.1136/bmj.320.7244.1240.CrossRefPubMedPubMedCentral
19.
go back to reference Klein Platat C, Wagner A, Haan MC, Arveiler D, Schlienger JL, Simon C: Prevalence and sociodemographic determinants of overweight in young French adolescents. Diabetes Metab Res Rev. 2003, 19: 153-158. 10.1002/dmrr.368.CrossRefPubMed Klein Platat C, Wagner A, Haan MC, Arveiler D, Schlienger JL, Simon C: Prevalence and sociodemographic determinants of overweight in young French adolescents. Diabetes Metab Res Rev. 2003, 19: 153-158. 10.1002/dmrr.368.CrossRefPubMed
20.
go back to reference Gnavi R, Spagnoli TD, Galotto C, Pugliese E, Carta A, Cesari L: Socioeconomic status, overweight and obesity in prepuberal children: a study in an area of Northern Italy. Eur J Epidemiol. 2000, 16: 797-803. 10.1023/A:1007645703292.CrossRefPubMed Gnavi R, Spagnoli TD, Galotto C, Pugliese E, Carta A, Cesari L: Socioeconomic status, overweight and obesity in prepuberal children: a study in an area of Northern Italy. Eur J Epidemiol. 2000, 16: 797-803. 10.1023/A:1007645703292.CrossRefPubMed
21.
go back to reference (ILO) ILO: International Standard of Classification of Occupations-ISCO 88 (Geneva, International Labour Organization). 1990 (ILO) ILO: International Standard of Classification of Occupations-ISCO 88 (Geneva, International Labour Organization). 1990
22.
go back to reference Twisk JW, Kemper HC, van Mechelen W: Tracking of activity and fitness and the relationship with cardiovascular disease risk factors. Med Sci Sports Exerc. 2000, 32: 1455-1461. 10.1097/00005768-200008000-00014.CrossRefPubMed Twisk JW, Kemper HC, van Mechelen W: Tracking of activity and fitness and the relationship with cardiovascular disease risk factors. Med Sci Sports Exerc. 2000, 32: 1455-1461. 10.1097/00005768-200008000-00014.CrossRefPubMed
23.
go back to reference Twisk JW: Tracking. Applied Longitudinal Data Analysis for Epidemiology. 2003, Cambridge University Press, 225-240. Twisk JW: Tracking. Applied Longitudinal Data Analysis for Epidemiology. 2003, Cambridge University Press, 225-240.
24.
go back to reference Fitzmaurice GM: Methods for Handling Dropouts in Longitudinal Clinical Trials. Statistica Neerlandica. 2003, 57: 75-99. 10.1111/1467-9574.00222.CrossRef Fitzmaurice GM: Methods for Handling Dropouts in Longitudinal Clinical Trials. Statistica Neerlandica. 2003, 57: 75-99. 10.1111/1467-9574.00222.CrossRef
25.
go back to reference Ulmer H, Kelleher C, Diem G, Concin H: Long-term tracking of cardiovascular risk factors among men and women in a large population-based health system: the Vorarlberg Health Monitoring & Promotion Programme. Eur Heart J. 2003, 24: 1004-1013. 10.1016/S0195-668X(03)00170-2.CrossRefPubMed Ulmer H, Kelleher C, Diem G, Concin H: Long-term tracking of cardiovascular risk factors among men and women in a large population-based health system: the Vorarlberg Health Monitoring & Promotion Programme. Eur Heart J. 2003, 24: 1004-1013. 10.1016/S0195-668X(03)00170-2.CrossRefPubMed
26.
go back to reference Twisk JW, Kemper HC, Mellenbergh GJ: Mathematical and analytical aspects of tracking. Epidemiol Rev. 1994, 16: 165-183.PubMed Twisk JW, Kemper HC, Mellenbergh GJ: Mathematical and analytical aspects of tracking. Epidemiol Rev. 1994, 16: 165-183.PubMed
27.
go back to reference Janz KF, Dawson JD, Mahoney LT: Tracking physical fitness and physical activity from childhood to adolescence: the muscatine study. Med Sci Sports Exerc. 2000, 32: 1250-1257. 10.1097/00005768-200007000-00011.CrossRefPubMed Janz KF, Dawson JD, Mahoney LT: Tracking physical fitness and physical activity from childhood to adolescence: the muscatine study. Med Sci Sports Exerc. 2000, 32: 1250-1257. 10.1097/00005768-200007000-00011.CrossRefPubMed
28.
go back to reference Malina RM: Tracking of physical activity and physical fitness across the lifespan. Res Q Exerc Sport. 1996, 67: S48-S57.CrossRefPubMed Malina RM: Tracking of physical activity and physical fitness across the lifespan. Res Q Exerc Sport. 1996, 67: S48-S57.CrossRefPubMed
29.
go back to reference Martinez Vizcaino F, Salcedo Aguilar F, Rodriguez Artalejo F, Martinez Vizcaino V, Dominguez Contreras ML, Torrijos Regidor R: Prevalencia de la obesidad y mantenimiento del estado ponderal tras un seguimiento de 6 anos en ninos y adolescentes: estudio de Cuenca. [Obesity prevalence and tracking of body mass index after a 6 years follow up study in children and adolescents: the Cuenca Study, Spain]. Med Clin (Barc). 2002, 119: 327-330.CrossRef Martinez Vizcaino F, Salcedo Aguilar F, Rodriguez Artalejo F, Martinez Vizcaino V, Dominguez Contreras ML, Torrijos Regidor R: Prevalencia de la obesidad y mantenimiento del estado ponderal tras un seguimiento de 6 anos en ninos y adolescentes: estudio de Cuenca. [Obesity prevalence and tracking of body mass index after a 6 years follow up study in children and adolescents: the Cuenca Study, Spain]. Med Clin (Barc). 2002, 119: 327-330.CrossRef
30.
go back to reference Langnase K, Mast M, Muller MJ: Social class differences in overweight of prepubertal children in northwest Germany. Int J Obes Relat Metab Disord. 2002, 26: 566-572. 10.1038/sj.ijo.0801956.CrossRefPubMed Langnase K, Mast M, Muller MJ: Social class differences in overweight of prepubertal children in northwest Germany. Int J Obes Relat Metab Disord. 2002, 26: 566-572. 10.1038/sj.ijo.0801956.CrossRefPubMed
31.
go back to reference Wang Y: Cross-national comparison of childhood obesity: the epidemic and the relationship between obesity and socioeconomic status. Int J Epidemiol. 2001, 30: 1129-1136. 10.1093/ije/30.5.1129.CrossRefPubMed Wang Y: Cross-national comparison of childhood obesity: the epidemic and the relationship between obesity and socioeconomic status. Int J Epidemiol. 2001, 30: 1129-1136. 10.1093/ije/30.5.1129.CrossRefPubMed
32.
go back to reference Lawlor DA, Harro M, Wedderkopp N, Andersen LB, Sardinha LB, Riddoch C, Page A, Anderssen SA, Froberg K, Stansbie D, vey Smith G: Association of socioeconomic position with insulin resistance among children from Denmark, Estonia, and Portugal: cross sectional study. BMJ. 2005, 331: 183-10.1136/bmj.331.7510.183.CrossRefPubMedPubMedCentral Lawlor DA, Harro M, Wedderkopp N, Andersen LB, Sardinha LB, Riddoch C, Page A, Anderssen SA, Froberg K, Stansbie D, vey Smith G: Association of socioeconomic position with insulin resistance among children from Denmark, Estonia, and Portugal: cross sectional study. BMJ. 2005, 331: 183-10.1136/bmj.331.7510.183.CrossRefPubMedPubMedCentral
Metadata
Title
Tracking and prevalence of cardiovascular disease risk factors across socio-economic classes: A longitudinal substudy of the European Youth Heart Study
Authors
Peter L Kristensen
Niels Wedderkopp
Niels C Møller
Lars B Andersen
Charlotte N Bai
Karsten Froberg
Publication date
01-12-2006
Publisher
BioMed Central
Published in
BMC Public Health / Issue 1/2006
Electronic ISSN: 1471-2458
DOI
https://doi.org/10.1186/1471-2458-6-20

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