Neighbourhood drivability: environmental and individual characteristics associated with car use across Europe

Abstract Background Car driving is a form of passive transportation associated with higher sedentary behaviour, which is associated with morbidity. The decision to drive a car is likely to be influenced by the ‘drivability’ of the built environment, but there is lack of scientific evidence regarding...

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Main Authors: Nicolette R. den Braver, Julia G. Kok, Joreintje D. Mackenbach, Harry Rutter, Jean-Michel Oppert, Sofie Compernolle, Jos W. R. Twisk, Johannes Brug, Joline W. J. Beulens, Jeroen Lakerveld
Format: Article
Language:English
Published: BMC 2020-01-01
Series:International Journal of Behavioral Nutrition and Physical Activity
Subjects:
Online Access:https://doi.org/10.1186/s12966-019-0906-2
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language English
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author Nicolette R. den Braver
Julia G. Kok
Joreintje D. Mackenbach
Harry Rutter
Jean-Michel Oppert
Sofie Compernolle
Jos W. R. Twisk
Johannes Brug
Joline W. J. Beulens
Jeroen Lakerveld
spellingShingle Nicolette R. den Braver
Julia G. Kok
Joreintje D. Mackenbach
Harry Rutter
Jean-Michel Oppert
Sofie Compernolle
Jos W. R. Twisk
Johannes Brug
Joline W. J. Beulens
Jeroen Lakerveld
Neighbourhood drivability: environmental and individual characteristics associated with car use across Europe
International Journal of Behavioral Nutrition and Physical Activity
Built environment
Passive transport
Active transport
Drivability
Sustainability
Transport
author_facet Nicolette R. den Braver
Julia G. Kok
Joreintje D. Mackenbach
Harry Rutter
Jean-Michel Oppert
Sofie Compernolle
Jos W. R. Twisk
Johannes Brug
Joline W. J. Beulens
Jeroen Lakerveld
author_sort Nicolette R. den Braver
title Neighbourhood drivability: environmental and individual characteristics associated with car use across Europe
title_short Neighbourhood drivability: environmental and individual characteristics associated with car use across Europe
title_full Neighbourhood drivability: environmental and individual characteristics associated with car use across Europe
title_fullStr Neighbourhood drivability: environmental and individual characteristics associated with car use across Europe
title_full_unstemmed Neighbourhood drivability: environmental and individual characteristics associated with car use across Europe
title_sort neighbourhood drivability: environmental and individual characteristics associated with car use across europe
publisher BMC
series International Journal of Behavioral Nutrition and Physical Activity
issn 1479-5868
publishDate 2020-01-01
description Abstract Background Car driving is a form of passive transportation associated with higher sedentary behaviour, which is associated with morbidity. The decision to drive a car is likely to be influenced by the ‘drivability’ of the built environment, but there is lack of scientific evidence regarding the relative contribution of environmental characteristics of car driving in Europe, compared to individual characteristics. This study aimed to determine which neighbourhood- and individual-level characteristics were associated with car driving in adults of five urban areas across Europe. Second, the study aimed to determine the percentage of variance in car driving explained by individual- and neighbourhood-level characteristics. Methods Neighbourhood environment characteristics potentially related to car use were identified from the literature. These characteristics were subsequently assessed using a Google Street View audit and available GIS databases, in 59 administrative residential neighbourhoods in five European urban areas. Car driving (min/week) and individual level characteristics were self-reported by study participants (analytic sample n = 4258). We used linear multilevel regression analyses to assess cross-sectional associations of individual and neighbourhood-level characteristics with weekly minutes of car driving, and assessed explained variance at each level and for the total model. Results Higher residential density (β:-2.61, 95%CI: − 4.99; -0.22) and higher land-use mix (β:-3.73, 95%CI: − 5.61; -1.86) were significantly associated with fewer weekly minutes of car driving. At the individual level, higher age (β: 1.47, 95%CI: 0.60; 2.33), male sex (β: 43.2, 95%CI:24.7; 61.7), being employed (β:80.1, 95%CI: 53.6; 106.5) and ≥ 3 person household composition (β: 47.4, 95%CI: 20.6; 74.2) were associated with higher weekly minutes of car driving. Individual and neighbourhood characteristics contributed about equally to explained variance in minutes of weekly car driving, with 2 and 3% respectively, but total explained variance remained low. Conclusions Residential density and land-use mix were neighbourhood characteristics consistently associated with minutes of weekly car driving, besides age, sex, employment and household composition. Although total explained variance was low, both individual- and neighbourhood-level characteristics were similarly important in their associations with car use in five European urban areas. This study suggests that more, higher quality, and longitudinal data are needed to increase our understanding of car use and its effects on determinants of health.
topic Built environment
Passive transport
Active transport
Drivability
Sustainability
Transport
url https://doi.org/10.1186/s12966-019-0906-2
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spelling doaj-c68c2e66ff9a4eecaae9abbfb90778582021-01-17T12:27:50ZengBMCInternational Journal of Behavioral Nutrition and Physical Activity1479-58682020-01-0117111110.1186/s12966-019-0906-2Neighbourhood drivability: environmental and individual characteristics associated with car use across EuropeNicolette R. den Braver0Julia G. Kok1Joreintje D. Mackenbach2Harry Rutter3Jean-Michel Oppert4Sofie Compernolle5Jos W. R. Twisk6Johannes Brug7Joline W. J. Beulens8Jeroen Lakerveld9Department of Epidemiology and Biostatistics, Amsterdam University Medical Centers, Vrije Universiteit Amsterdam, Amsterdam Public Health research institute, AmsterdamDepartment of Epidemiology and Biostatistics, Amsterdam University Medical Centers, Vrije Universiteit Amsterdam, Amsterdam Public Health research institute, AmsterdamDepartment of Epidemiology and Biostatistics, Amsterdam University Medical Centers, Vrije Universiteit Amsterdam, Amsterdam Public Health research institute, AmsterdamDepartment of Social and Policy Sciences, University of BathDepartment of Nutrition Pitié-Salpêtrière, Sorbonne Université; Institute of Cardiometabolism and Nutrition, Hospital, Assistance Publique-Hôpitaux de ParisDepartment of Movement and Sport Sciences, Faculty of Medicine and Health Sciences, Ghent UniversityDepartment of Epidemiology and Biostatistics, Amsterdam University Medical Centers, Vrije Universiteit Amsterdam, Amsterdam Public Health research institute, AmsterdamNational Institute for Public Health and the Environment (RIVM)Department of Epidemiology and Biostatistics, Amsterdam University Medical Centers, Vrije Universiteit Amsterdam, Amsterdam Public Health research institute, AmsterdamDepartment of Epidemiology and Biostatistics, Amsterdam University Medical Centers, Vrije Universiteit Amsterdam, Amsterdam Public Health research institute, AmsterdamAbstract Background Car driving is a form of passive transportation associated with higher sedentary behaviour, which is associated with morbidity. The decision to drive a car is likely to be influenced by the ‘drivability’ of the built environment, but there is lack of scientific evidence regarding the relative contribution of environmental characteristics of car driving in Europe, compared to individual characteristics. This study aimed to determine which neighbourhood- and individual-level characteristics were associated with car driving in adults of five urban areas across Europe. Second, the study aimed to determine the percentage of variance in car driving explained by individual- and neighbourhood-level characteristics. Methods Neighbourhood environment characteristics potentially related to car use were identified from the literature. These characteristics were subsequently assessed using a Google Street View audit and available GIS databases, in 59 administrative residential neighbourhoods in five European urban areas. Car driving (min/week) and individual level characteristics were self-reported by study participants (analytic sample n = 4258). We used linear multilevel regression analyses to assess cross-sectional associations of individual and neighbourhood-level characteristics with weekly minutes of car driving, and assessed explained variance at each level and for the total model. Results Higher residential density (β:-2.61, 95%CI: − 4.99; -0.22) and higher land-use mix (β:-3.73, 95%CI: − 5.61; -1.86) were significantly associated with fewer weekly minutes of car driving. At the individual level, higher age (β: 1.47, 95%CI: 0.60; 2.33), male sex (β: 43.2, 95%CI:24.7; 61.7), being employed (β:80.1, 95%CI: 53.6; 106.5) and ≥ 3 person household composition (β: 47.4, 95%CI: 20.6; 74.2) were associated with higher weekly minutes of car driving. Individual and neighbourhood characteristics contributed about equally to explained variance in minutes of weekly car driving, with 2 and 3% respectively, but total explained variance remained low. Conclusions Residential density and land-use mix were neighbourhood characteristics consistently associated with minutes of weekly car driving, besides age, sex, employment and household composition. Although total explained variance was low, both individual- and neighbourhood-level characteristics were similarly important in their associations with car use in five European urban areas. This study suggests that more, higher quality, and longitudinal data are needed to increase our understanding of car use and its effects on determinants of health.https://doi.org/10.1186/s12966-019-0906-2Built environmentPassive transportActive transportDrivabilitySustainabilityTransport