Neighbourhood socioeconomic status and cardiovascular risk factors: a multilevel analysis of nine cities in the Czech Republic and Germany

<p>Abstract</p> <p>Background</p> <p>Previous studies have shown that deprived neighbourhoods have higher cardiovascular mortality and morbidity rates. Inequalities in the distribution of behaviour related risk factors are one possible explanation for this trend. In our...

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Main Authors: Erbel Raimund, Stang Andreas, Möhlenkamp Stefan, Moebus Susanne, Weyers Simone, Kubinova Ruzena, Verde Pablo E, Peasey Anne, Wege Natalia, Bobak Martin, Dragano Nico, Jöckel Karl-Heinz, Siegrist Johannes, Pikhart Hynek
Format: Article
Language:English
Published: BMC 2007-09-01
Series:BMC Public Health
Online Access:http://www.biomedcentral.com/1471-2458/7/255
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spelling doaj-db10e2852e05421ca2ed25fe55741d472020-11-25T00:37:00ZengBMCBMC Public Health1471-24582007-09-017125510.1186/1471-2458-7-255Neighbourhood socioeconomic status and cardiovascular risk factors: a multilevel analysis of nine cities in the Czech Republic and GermanyErbel RaimundStang AndreasMöhlenkamp StefanMoebus SusanneWeyers SimoneKubinova RuzenaVerde Pablo EPeasey AnneWege NataliaBobak MartinDragano NicoJöckel Karl-HeinzSiegrist JohannesPikhart Hynek<p>Abstract</p> <p>Background</p> <p>Previous studies have shown that deprived neighbourhoods have higher cardiovascular mortality and morbidity rates. Inequalities in the distribution of behaviour related risk factors are one possible explanation for this trend. In our study, we examined the association between cardiovascular risk factors and neighbourhood characteristics. To assess the consistency of associations the design is cross-national with data from nine industrial towns from the Czech Republic and Germany.</p> <p>Methods</p> <p>We combined datasets from two population based studies, one in Germany ('Heinz Nixdorf Recall (HNR) Study'), and one in the Czech Republic ('Health, Alcohol and Psychosocial Factors in Eastern Europe (HAPIEE) Study'). Participation rates were 56% in the HNR and 55% in the HAPIEE study. The subsample for this particular analysis consists of 11,554 men and women from nine German and Czech towns. Census based information on social characteristics of 326 neighbourhoods were collected from local administrative authorities. We used unemployment rate and overcrowding as area-level markers of socioeconomic status (SES). The cardiovascular risk factors obesity, hypertension, smoking and physical inactivity were used as response variables. Regression models were complemented by individual-level social status (education) and relevant covariates.</p> <p>Results</p> <p>Smoking, obesity and low physical activity were more common in deprived neighbourhoods in Germany, even when personal characteristics including individual education were controlled for. For hypertension associations were weak. In the Czech Republic associations were observed for smoking and physical inactivity, but not for obesity and hypertension when individual-level covariates were adjusted for. The strongest association was found for smoking in both countries: in the fully adjusted model the odds ratio for 'high unemployment rate' was 1.30 [95% CI 1.02–1.66] in the Czech Republic and 1.60 [95% CI 1.29–1.98] in Germany.</p> <p>Conclusion</p> <p>In this comparative study, the effects of neighbourhood deprivation varied by country and risk factor; the strongest and most consistent effects were found for smoking. Results indicate that area level SES is associated with health related lifestyles, which might be a possible pathway linking social status and cardiovascular disease. Individual-level education had a considerable influence on the association between neighbourhood characteristics and risk factors.</p> http://www.biomedcentral.com/1471-2458/7/255
collection DOAJ
language English
format Article
sources DOAJ
author Erbel Raimund
Stang Andreas
Möhlenkamp Stefan
Moebus Susanne
Weyers Simone
Kubinova Ruzena
Verde Pablo E
Peasey Anne
Wege Natalia
Bobak Martin
Dragano Nico
Jöckel Karl-Heinz
Siegrist Johannes
Pikhart Hynek
spellingShingle Erbel Raimund
Stang Andreas
Möhlenkamp Stefan
Moebus Susanne
Weyers Simone
Kubinova Ruzena
Verde Pablo E
Peasey Anne
Wege Natalia
Bobak Martin
Dragano Nico
Jöckel Karl-Heinz
Siegrist Johannes
Pikhart Hynek
Neighbourhood socioeconomic status and cardiovascular risk factors: a multilevel analysis of nine cities in the Czech Republic and Germany
BMC Public Health
author_facet Erbel Raimund
Stang Andreas
Möhlenkamp Stefan
Moebus Susanne
Weyers Simone
Kubinova Ruzena
Verde Pablo E
Peasey Anne
Wege Natalia
Bobak Martin
Dragano Nico
Jöckel Karl-Heinz
Siegrist Johannes
Pikhart Hynek
author_sort Erbel Raimund
title Neighbourhood socioeconomic status and cardiovascular risk factors: a multilevel analysis of nine cities in the Czech Republic and Germany
title_short Neighbourhood socioeconomic status and cardiovascular risk factors: a multilevel analysis of nine cities in the Czech Republic and Germany
title_full Neighbourhood socioeconomic status and cardiovascular risk factors: a multilevel analysis of nine cities in the Czech Republic and Germany
title_fullStr Neighbourhood socioeconomic status and cardiovascular risk factors: a multilevel analysis of nine cities in the Czech Republic and Germany
title_full_unstemmed Neighbourhood socioeconomic status and cardiovascular risk factors: a multilevel analysis of nine cities in the Czech Republic and Germany
title_sort neighbourhood socioeconomic status and cardiovascular risk factors: a multilevel analysis of nine cities in the czech republic and germany
publisher BMC
series BMC Public Health
issn 1471-2458
publishDate 2007-09-01
description <p>Abstract</p> <p>Background</p> <p>Previous studies have shown that deprived neighbourhoods have higher cardiovascular mortality and morbidity rates. Inequalities in the distribution of behaviour related risk factors are one possible explanation for this trend. In our study, we examined the association between cardiovascular risk factors and neighbourhood characteristics. To assess the consistency of associations the design is cross-national with data from nine industrial towns from the Czech Republic and Germany.</p> <p>Methods</p> <p>We combined datasets from two population based studies, one in Germany ('Heinz Nixdorf Recall (HNR) Study'), and one in the Czech Republic ('Health, Alcohol and Psychosocial Factors in Eastern Europe (HAPIEE) Study'). Participation rates were 56% in the HNR and 55% in the HAPIEE study. The subsample for this particular analysis consists of 11,554 men and women from nine German and Czech towns. Census based information on social characteristics of 326 neighbourhoods were collected from local administrative authorities. We used unemployment rate and overcrowding as area-level markers of socioeconomic status (SES). The cardiovascular risk factors obesity, hypertension, smoking and physical inactivity were used as response variables. Regression models were complemented by individual-level social status (education) and relevant covariates.</p> <p>Results</p> <p>Smoking, obesity and low physical activity were more common in deprived neighbourhoods in Germany, even when personal characteristics including individual education were controlled for. For hypertension associations were weak. In the Czech Republic associations were observed for smoking and physical inactivity, but not for obesity and hypertension when individual-level covariates were adjusted for. The strongest association was found for smoking in both countries: in the fully adjusted model the odds ratio for 'high unemployment rate' was 1.30 [95% CI 1.02–1.66] in the Czech Republic and 1.60 [95% CI 1.29–1.98] in Germany.</p> <p>Conclusion</p> <p>In this comparative study, the effects of neighbourhood deprivation varied by country and risk factor; the strongest and most consistent effects were found for smoking. Results indicate that area level SES is associated with health related lifestyles, which might be a possible pathway linking social status and cardiovascular disease. Individual-level education had a considerable influence on the association between neighbourhood characteristics and risk factors.</p>
url http://www.biomedcentral.com/1471-2458/7/255
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