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Published in: International Journal of Public Health 2/2012

Open Access 01-04-2012 | Original Article

Clustering of health and risk behaviour in immigrant and indigenous Dutch residents aged 19–40 years

Authors: Sijmen A. Reijneveld, Maroesjka van Nieuwenhuijzen, Mariska Klein Velderman, Theo W. G. M. Paulussen, Marianne Junger

Published in: International Journal of Public Health | Issue 2/2012

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Abstract

Objectives

Studies on the co-occurrence, ‘clustering’ of health and other risk behaviours among immigrants from non-industrialised countries lack until now. The aim of this study was to compare this clustering in immigrant and indigenous adults.

Methods

A representative sample (N = 2,982; response 71%) of the Dutch population aged 19–40, with 247 respondents from non-industrialized countries (Turkey, Morocco, Surinam, Netherlands Antilles), was asked about health behaviours (alcohol, smoking, drugs, unsafe sex, exercise, nutrition, sleep behaviour, traffic behaviour), and about rule-breaking behaviour and aggression. Data were collected using internet questionnaires, which excluded respondents unable to read Dutch.

Results

Among indigenous adults, health and risk behaviours co-occur in three clusters (alcohol, health-enhancing behaviour, and rule-breaking behaviour), whereas among immigrant groups two clusters were found (alcohol and rule-breaking behaviour/smoking). Differences mostly concerned health-enhancing behaviours such as nutrition, which was not part of any cluster, and physical activity.

Conclusions

This supports an integrated promotion of healthier lifestyles to immigrants who are able to read Dutch. Regarding potentially risky behaviours like alcohol use and rule-breaking behaviours, this could be similar to that for indigenous people.
Literature
go back to reference Blom M, Jenissen RP (2007) In: Development of societal participation of immigrants in the Netherlands (in Dutch). Criminality. WODC, The Hague, pp 147–162 Blom M, Jenissen RP (2007) In: Development of societal participation of immigrants in the Netherlands (in Dutch). Criminality. WODC, The Hague, pp 147–162
go back to reference Burke V, Milligan RA, Beilin LJ, Dunbar D, Spencer M, Balde E, Gracey MP (1997) Clustering of health-related behaviors among 18-year-old Australians. Prev Med 26:724–733PubMedCrossRef Burke V, Milligan RA, Beilin LJ, Dunbar D, Spencer M, Balde E, Gracey MP (1997) Clustering of health-related behaviors among 18-year-old Australians. Prev Med 26:724–733PubMedCrossRef
go back to reference Cornelisse-Vermaat JR, van den Brink HM (2007) Ethnic differences in lifestyle and overweight in the Netherlands. Obesity (Silver Spring) 15:483–493CrossRef Cornelisse-Vermaat JR, van den Brink HM (2007) Ethnic differences in lifestyle and overweight in the Netherlands. Obesity (Silver Spring) 15:483–493CrossRef
go back to reference Crone MR, Reijneveld SA, Willemsen MC, van Leerdam FJ, Spruijt RD, Sing RA (2003) Prevention of smoking in adolescents with lower education: a school based intervention study. J Epidemiol Community Health 57:675–680PubMedCrossRef Crone MR, Reijneveld SA, Willemsen MC, van Leerdam FJ, Spruijt RD, Sing RA (2003) Prevention of smoking in adolescents with lower education: a school based intervention study. J Epidemiol Community Health 57:675–680PubMedCrossRef
go back to reference de Graaf H, Meijer S, Poelman J, Vanwesenbeek I (2008) Sex below age 25 (in Dutch). Eburon, Delft de Graaf H, Meijer S, Poelman J, Vanwesenbeek I (2008) Sex below age 25 (in Dutch). Eburon, Delft
go back to reference de Munter JS, van Valkengoed I, Agyemang C, Kunst AE, Stronks K (2010) Large ethnic variations in recommended physical activity according to activity domains in Amsterdam, the Netherlands. Int J Behav Nutr Phys Act 7:85PubMedCrossRef de Munter JS, van Valkengoed I, Agyemang C, Kunst AE, Stronks K (2010) Large ethnic variations in recommended physical activity according to activity domains in Amsterdam, the Netherlands. Int J Behav Nutr Phys Act 7:85PubMedCrossRef
go back to reference Dubowitz T, cevedo-Garcia D, Salkeld J, Lindsay AC, Subramanian SV, Peterson KE (2007) Lifecourse, immigrant status and acculturation in food purchasing and preparation among low-income mothers. Public Health Nutr 10:396–404PubMedCrossRef Dubowitz T, cevedo-Garcia D, Salkeld J, Lindsay AC, Subramanian SV, Peterson KE (2007) Lifecourse, immigrant status and acculturation in food purchasing and preparation among low-income mothers. Public Health Nutr 10:396–404PubMedCrossRef
go back to reference Due P, Krolner R, Rasmussen M, Andersen A, Trab DM, Graham H, Holstein BE (2011) Pathways and mechanisms in adolescence contribute to adult health inequalities. Scand J Public Health 39:62–78PubMedCrossRef Due P, Krolner R, Rasmussen M, Andersen A, Trab DM, Graham H, Holstein BE (2011) Pathways and mechanisms in adolescence contribute to adult health inequalities. Scand J Public Health 39:62–78PubMedCrossRef
go back to reference Emberson JR, Whincup PH, Morris RW, Wannamethee SG, Shaper AG (2005) Lifestyle and cardiovascular disease in middle-aged British men: the effect of adjusting for within-person variation. Eur Heart J 26:1774–1782PubMedCrossRef Emberson JR, Whincup PH, Morris RW, Wannamethee SG, Shaper AG (2005) Lifestyle and cardiovascular disease in middle-aged British men: the effect of adjusting for within-person variation. Eur Heart J 26:1774–1782PubMedCrossRef
go back to reference Enzmann D, Haen Marshall I, Killias M, Junger-Tas J, Steketee M, Gruszczynska B (2010) Self-reported youth delinquency in Europe and beyond: first results of the second international self-report delinquency study in the context of police and victimization data. Eur J Criminol 7:159–183CrossRef Enzmann D, Haen Marshall I, Killias M, Junger-Tas J, Steketee M, Gruszczynska B (2010) Self-reported youth delinquency in Europe and beyond: first results of the second international self-report delinquency study in the context of police and victimization data. Eur J Criminol 7:159–183CrossRef
go back to reference Faeh D, Viswanathan B, Chiolero A, Warren W, Bovet P (2006) Clustering of smoking, alcohol drinking and cannabis use in adolescents in a rapidly developing country. BMC Public Health 6:169PubMedCrossRef Faeh D, Viswanathan B, Chiolero A, Warren W, Bovet P (2006) Clustering of smoking, alcohol drinking and cannabis use in adolescents in a rapidly developing country. BMC Public Health 6:169PubMedCrossRef
go back to reference Feenstra W, Hazevoet AM, Van der Houwen HK (2002) Recurring regional study on traffic safety PROV2001 (in Dutch). Traffic Test, Veenendaal Feenstra W, Hazevoet AM, Van der Houwen HK (2002) Recurring regional study on traffic safety PROV2001 (in Dutch). Traffic Test, Veenendaal
go back to reference Hawkins SS, Lamb K, Cole TJ, Law C (2008) Influence of moving to the UK on maternal health behaviours: prospective cohort study. BMJ 336:1052–1055PubMedCrossRef Hawkins SS, Lamb K, Cole TJ, Law C (2008) Influence of moving to the UK on maternal health behaviours: prospective cohort study. BMJ 336:1052–1055PubMedCrossRef
go back to reference Hosper K, Nierkens V, Nicolaou M, Stronks K (2007) Behavioural risk factors in two generations of non-Western migrants: do trends converge towards the host population? Eur J Epidemiol 22:163–172PubMedCrossRef Hosper K, Nierkens V, Nicolaou M, Stronks K (2007) Behavioural risk factors in two generations of non-Western migrants: do trends converge towards the host population? Eur J Epidemiol 22:163–172PubMedCrossRef
go back to reference Hunt LM, Schneider S, Comer B (2004) Should “acculturation” be a variable in health research? A critical review of research on US Hispanics. Soc Sci Med 59:973–986PubMedCrossRef Hunt LM, Schneider S, Comer B (2004) Should “acculturation” be a variable in health research? A critical review of research on US Hispanics. Soc Sci Med 59:973–986PubMedCrossRef
go back to reference International Organisation for Migration (2008) World Migration Report 2008: managing labour mobility in the evolving global economy. IOM, Geneva International Organisation for Migration (2008) World Migration Report 2008: managing labour mobility in the evolving global economy. IOM, Geneva
go back to reference Junger-Tas J, Terlouw GJ, Klein W (1994) Delinquent behavior among young people in the western world: first results of the international self-report delinquency study. Kugler, Amsterdam Junger-Tas J, Terlouw GJ, Klein W (1994) Delinquent behavior among young people in the western world: first results of the international self-report delinquency study. Kugler, Amsterdam
go back to reference Knoops KT, de Groot LC, Kromhout D, Perrin AE, Moreiras-Varela O, Menotti A, Van Staveren WA (2004) Mediterranean diet, lifestyle factors, and 10-year mortality in elderly European men and women: the HALE project. JAMA 292:1433–1439PubMedCrossRef Knoops KT, de Groot LC, Kromhout D, Perrin AE, Moreiras-Varela O, Menotti A, Van Staveren WA (2004) Mediterranean diet, lifestyle factors, and 10-year mortality in elderly European men and women: the HALE project. JAMA 292:1433–1439PubMedCrossRef
go back to reference Ma JB, Betts NM, Hampl JS (2000) Clustering of lifestyle behaviors: the relationship between cigarette smoking, alcohol consumption, and dietary intake. Am J Health Prom 15:107–117CrossRef Ma JB, Betts NM, Hampl JS (2000) Clustering of lifestyle behaviors: the relationship between cigarette smoking, alcohol consumption, and dietary intake. Am J Health Prom 15:107–117CrossRef
go back to reference Meesters C, Muris P, Bosma H, Schouten E, Beuving S (1996) Psychometric evaluation of the Dutch version of the aggression questionnaire. Behav Res Ther 34:839–843PubMedCrossRef Meesters C, Muris P, Bosma H, Schouten E, Beuving S (1996) Psychometric evaluation of the Dutch version of the aggression questionnaire. Behav Res Ther 34:839–843PubMedCrossRef
go back to reference Meijer AM, Habekothe RT, van den Wittenboer GL (2001) Mental health, parental rules and sleep in pre-adolescents. J Sleep Res 10:297–302PubMedCrossRef Meijer AM, Habekothe RT, van den Wittenboer GL (2001) Mental health, parental rules and sleep in pre-adolescents. J Sleep Res 10:297–302PubMedCrossRef
go back to reference Meng L, Maskarinec G, Lee J, Kolonel LN (1999) Lifestyle factors and chronic diseases: application of a composite risk index. Prev Med 29:296–304PubMedCrossRef Meng L, Maskarinec G, Lee J, Kolonel LN (1999) Lifestyle factors and chronic diseases: application of a composite risk index. Prev Med 29:296–304PubMedCrossRef
go back to reference Mokdad AH, Marks JS, Stroup DF, Gerberding JL (2004) Actual causes of death in the United States, 2000. JAMA 291:1238–1245PubMedCrossRef Mokdad AH, Marks JS, Stroup DF, Gerberding JL (2004) Actual causes of death in the United States, 2000. JAMA 291:1238–1245PubMedCrossRef
go back to reference Monshouwer K (2008) Welcome in the house of fun: epidemiological findings on alcohol and cannabis use among adolescents. PhD thesis, Trimbos Institute, Utrecht Monshouwer K (2008) Welcome in the house of fun: epidemiological findings on alcohol and cannabis use among adolescents. PhD thesis, Trimbos Institute, Utrecht
go back to reference Nicolaou M, van Dam RM, Stronks K (2006) Acculturation and education level in relation to quality of the diet: a study of Surinamese South Asian and Afro-Caribbean residents of the Netherlands. J Hum Nutr Diet 19:383–393PubMedCrossRef Nicolaou M, van Dam RM, Stronks K (2006) Acculturation and education level in relation to quality of the diet: a study of Surinamese South Asian and Afro-Caribbean residents of the Netherlands. J Hum Nutr Diet 19:383–393PubMedCrossRef
go back to reference Nielsen SS, Krasnik A (2010) Poorer self-perceived health among migrants and ethnic minorities versus the majority population in Europe: a systematic review. Int J Public Health 55:357–371PubMedCrossRef Nielsen SS, Krasnik A (2010) Poorer self-perceived health among migrants and ethnic minorities versus the majority population in Europe: a systematic review. Int J Public Health 55:357–371PubMedCrossRef
go back to reference Nierkens V, De Vries H, Stronks K (2006) Smoking in immigrants: do socioeconomic gradients follow the pattern expected from the tobacco epidemic? Tob Control 15:385–391PubMedCrossRef Nierkens V, De Vries H, Stronks K (2006) Smoking in immigrants: do socioeconomic gradients follow the pattern expected from the tobacco epidemic? Tob Control 15:385–391PubMedCrossRef
go back to reference Piquero AR, Daigle LE, Gibson C, Piquero NL, Tibbetts SG (2007) Research note—are life-course-persistent offenders at risk for adverse health outcomes? J Res Crime Delinquency 44:185–207CrossRef Piquero AR, Daigle LE, Gibson C, Piquero NL, Tibbetts SG (2007) Research note—are life-course-persistent offenders at risk for adverse health outcomes? J Res Crime Delinquency 44:185–207CrossRef
go back to reference Poortinga W (2007) The prevalence and clustering of four major lifestyle risk factors in an English adult population. Prev Med 44:124–128PubMedCrossRef Poortinga W (2007) The prevalence and clustering of four major lifestyle risk factors in an English adult population. Prev Med 44:124–128PubMedCrossRef
go back to reference Pronk NP, Anderson LH, Crain AL, Martinson BC, O’Connor PJ, Sherwood NE, Whitebird RR (2004) Meeting recommendations for multiple healthy lifestyle factors. Prevalence, clustering, and predictors among adolescent, adult, and senior health plan members. Am J Prev Med 27:25–33PubMedCrossRef Pronk NP, Anderson LH, Crain AL, Martinson BC, O’Connor PJ, Sherwood NE, Whitebird RR (2004) Meeting recommendations for multiple healthy lifestyle factors. Prevalence, clustering, and predictors among adolescent, adult, and senior health plan members. Am J Prev Med 27:25–33PubMedCrossRef
go back to reference Reijneveld SA (1998a) Reported health, lifestyles, and use of health care of first generation immigrants in The Netherlands: do socioeconomic factors explain their adverse position? J Epidemiol Community Health 52:298–304PubMedCrossRef Reijneveld SA (1998a) Reported health, lifestyles, and use of health care of first generation immigrants in The Netherlands: do socioeconomic factors explain their adverse position? J Epidemiol Community Health 52:298–304PubMedCrossRef
go back to reference Reijneveld SA (1998b) The impact of individual and area characteristics on urban socioeconomic differences in health and smoking. Int J Epidemiol 27:33–40PubMedCrossRef Reijneveld SA (1998b) The impact of individual and area characteristics on urban socioeconomic differences in health and smoking. Int J Epidemiol 27:33–40PubMedCrossRef
go back to reference Reijneveld SA (2002) Neighbourhood socioeconomic context and self reported health and smoking: a secondary analysis of data on seven cities. J Epidemiol Community Health 56:935–942PubMedCrossRef Reijneveld SA (2002) Neighbourhood socioeconomic context and self reported health and smoking: a secondary analysis of data on seven cities. J Epidemiol Community Health 56:935–942PubMedCrossRef
go back to reference Reijneveld SA (2010) Ethnic differences in health and use of health care: the questions to be answered. Int J Public Health 55:353–355PubMedCrossRef Reijneveld SA (2010) Ethnic differences in health and use of health care: the questions to be answered. Int J Public Health 55:353–355PubMedCrossRef
go back to reference Reijneveld SA, Crone MR, Verhulst FC, Verloove-Vanhorick SP (2003) The effect of a severe disaster on the mental health of adolescents: a controlled study. Lancet 362:691–696PubMedCrossRef Reijneveld SA, Crone MR, Verhulst FC, Verloove-Vanhorick SP (2003) The effect of a severe disaster on the mental health of adolescents: a controlled study. Lancet 362:691–696PubMedCrossRef
go back to reference Salant T, Lauderdale DS (2003) Measuring culture: a critical review of acculturation and health in Asian immigrant populations. Soc Sci Med 57:71–90PubMedCrossRef Salant T, Lauderdale DS (2003) Measuring culture: a critical review of acculturation and health in Asian immigrant populations. Soc Sci Med 57:71–90PubMedCrossRef
go back to reference Schuit AJ, van Loon AJ, Tijhuis M, Ocke M (2002) Clustering of lifestyle risk factors in a general adult population. Prev Med 35:219–224PubMedCrossRef Schuit AJ, van Loon AJ, Tijhuis M, Ocke M (2002) Clustering of lifestyle risk factors in a general adult population. Prev Med 35:219–224PubMedCrossRef
go back to reference Shepherd JP, Shepherd I, Newcombe RG, Farrington D (2009) Impact of antisocial lifestyle on health: chronic disability and death by middle age. J Public Health (Oxf) 31:506–511CrossRef Shepherd JP, Shepherd I, Newcombe RG, Farrington D (2009) Impact of antisocial lifestyle on health: chronic disability and death by middle age. J Public Health (Oxf) 31:506–511CrossRef
go back to reference Sleijpen G (2010) Use of interent among non-western immigrants (in Dutch). Sociaal economische Trends (CBS), 2e quarter 2010 61-69 Sleijpen G (2010) Use of interent among non-western immigrants (in Dutch). Sociaal economische Trends (CBS), 2e quarter 2010 61-69
go back to reference Spencer CA, Jamrozik K, Norman PE, Lawrence-Brown M (2005) A simple lifestyle score predicts survival in healthy elderly men. Prev Med 40:712–717PubMedCrossRef Spencer CA, Jamrozik K, Norman PE, Lawrence-Brown M (2005) A simple lifestyle score predicts survival in healthy elderly men. Prev Med 40:712–717PubMedCrossRef
go back to reference Stronks K, Kulu-Glasgow I, Agyemang C (2009) The utility of ‘country of birth’ for the classification of ethnic groups in health research: the Dutch experience. Ethn Health 14:255–269PubMedCrossRef Stronks K, Kulu-Glasgow I, Agyemang C (2009) The utility of ‘country of birth’ for the classification of ethnic groups in health research: the Dutch experience. Ethn Health 14:255–269PubMedCrossRef
go back to reference van Nieuwenhuijzen M, Junger M, Velderman MK, Wiefferink KH, Paulussen TW, Hox J, Reijneveld SA (2009) Clustering of health-compromising behavior and delinquency in adolescents and adults in the Dutch population. Prev Med 48:572–578PubMedCrossRef van Nieuwenhuijzen M, Junger M, Velderman MK, Wiefferink KH, Paulussen TW, Hox J, Reijneveld SA (2009) Clustering of health-compromising behavior and delinquency in adolescents and adults in the Dutch population. Prev Med 48:572–578PubMedCrossRef
go back to reference Wendel-Vos GC, Schuit AJ, Saris WH, Kromhout D (2003) Reproducibility and relative validity of the short questionnaire to assess health-enhancing physical activity. J Clin Epidemiol 56:1163–1169PubMedCrossRef Wendel-Vos GC, Schuit AJ, Saris WH, Kromhout D (2003) Reproducibility and relative validity of the short questionnaire to assess health-enhancing physical activity. J Clin Epidemiol 56:1163–1169PubMedCrossRef
go back to reference Wiefferink CH, Peters L, Hoekstra F, Dam GT, Buijs GJ, Paulussen TG (2006) Clustering of health-related behaviors and their determinants: possible consequences for school health interventions. Prev Sci 7:127–149PubMedCrossRef Wiefferink CH, Peters L, Hoekstra F, Dam GT, Buijs GJ, Paulussen TG (2006) Clustering of health-related behaviors and their determinants: possible consequences for school health interventions. Prev Sci 7:127–149PubMedCrossRef
go back to reference Yang T, Wu J, Rockett IR, Abdullah AS, Beard J, Ye J (2009) Smoking patterns among Chinese rural–urban migrant workers. Public Health 123:743–749PubMedCrossRef Yang T, Wu J, Rockett IR, Abdullah AS, Beard J, Ye J (2009) Smoking patterns among Chinese rural–urban migrant workers. Public Health 123:743–749PubMedCrossRef
go back to reference Yusuf S, Hawken S, Ounpuu S, Dans T, Avezum A, Lanas F, McQueen M, Budaj A, Pais P, Varigos J, Lisheng L (2004) Effect of potentially modifiable risk factors associated with myocardial infarction in 52 countries (the INTERHEART study): case–control study. Lancet 364:937–952PubMedCrossRef Yusuf S, Hawken S, Ounpuu S, Dans T, Avezum A, Lanas F, McQueen M, Budaj A, Pais P, Varigos J, Lisheng L (2004) Effect of potentially modifiable risk factors associated with myocardial infarction in 52 countries (the INTERHEART study): case–control study. Lancet 364:937–952PubMedCrossRef
Metadata
Title
Clustering of health and risk behaviour in immigrant and indigenous Dutch residents aged 19–40 years
Authors
Sijmen A. Reijneveld
Maroesjka van Nieuwenhuijzen
Mariska Klein Velderman
Theo W. G. M. Paulussen
Marianne Junger
Publication date
01-04-2012
Publisher
SP Birkhäuser Verlag Basel
Published in
International Journal of Public Health / Issue 2/2012
Print ISSN: 1661-8556
Electronic ISSN: 1661-8564
DOI
https://doi.org/10.1007/s00038-012-0350-4

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