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      Neighborhood walk score and selected Cardiometabolic factors in the French RECORD cohort study

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          Abstract

          Background

          Walkable neighborhoods are purported to impact a range of cardiometabolic outcomes through increased walking, but there is limited research that examines multiple cardiometabolic outcomes. Additionally, few Walk Score (a novel measure of neighborhood walkability) studies have been conducted in a European context. We evaluated associations between neighborhood Walk Score and selected cardiometabolic outcomes, including obesity, hypertension and heart rate, among adults in the Paris metropolitan area.

          Methods and results

          We used data from the second wave of the RECORD Study on 5993 participants recruited in 2011–2014, aged 34–84 years, and residing in Paris (France). To this existing dataset, we added Walk Score values for participants’ residential address. We used multilevel linear models for the continuous outcomes and modified Poisson models were used for our categorical outcomes to estimate associations between the neighborhood Walk Score (both as a continuous and categorical variable) (0–100 score) and body mass index (BMI) (weight/height 2 in kg/m 2), obesity (kg/m 2), waist circumference (cm), systolic blood pressure (SBP) (mmHg), diastolic blood pressure (DBP) (mmHg), hypertension (mmHg), resting heart rate (RHR) (beats per minute), and neighborhood recreational walking (minutes per week). Most participants lived in Walker’s Paradise (48.3%). In multivariate models (adjusted for individual variables, neighborhood variables, and risk factors for cardiometabolic outcomes), we found that neighborhood Walk Score was associated with decreased BMI (β: -0.010, 95% CI: -0.019 to −0.002 per unit increase), decreased waist circumference (β: -0.031, 95% CI: -0.054 to −0.008), increased neighborhood recreational walking (β: +0.73, 95% CI: +0.37 to +1.10), decreased SBP (β: -0.030, 95% CI: -0.063 to −0.0004), decreased DBP (β: -0.028, 95% CI: -0.047 to −0.008), and decreased resting heart rate (β: -0.026 95% CI: -0.046 to −0.005).

          Conclusions

          In this large population-based study, we found that, even in a European context, living in a highly walkable neighborhood was associated with improved cardiometabolic health. Designing walkable neighborhoods may be a viable strategy in reducing cardiovascular disease prevalence at the population level.

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          Most cited references52

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          The Uncertain Geographic Context Problem

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            Hypertension prevalence and blood pressure levels in 6 European countries, Canada, and the United States.

            Geographic variations in cardiovascular disease (CVD) and associated risk factors have been recognized worldwide. However, little attention has been directed to potential differences in hypertension between Europe and North America. To determine whether higher blood pressure (BP) levels and hypertension are more prevalent in Europe than in the United States and Canada. Sample surveys that were national in scope and conducted in the 1990s were identified in Germany, Finland, Sweden, England, Spain, Italy, Canada, and the United States. Collaborating investigators provided tabular data in a consistent format by age and sex for persons at least 35 years of age. Population registries were the main basis for sampling. Survey sizes ranged from 1800 to 23 100, with response rates of 61% to 87.5%. The data were analyzed to provide age-specific and age-adjusted estimates of BP and hypertension prevalence by country and region (eg, European vs North American). Blood pressure levels and prevalence of hypertension in Europe, the United States, and Canada. Average BP was 136/83 mm Hg in the European countries and 127/77 mm Hg in Canada and the United States among men and women combined who were 35 to 74 years of age. This difference already existed among younger persons (35-39 years) in whom treatment was uncommon (ie, 124/78 mm Hg and 115/75 mm Hg, respectively), and the slope with age was steeper in the European countries. For all age groups, BP measurements were lowest in the United States and highest in Germany. The age- and sex-adjusted prevalence of hypertension was 28% in the North American countries and 44% in the European countries at the 140/90 mm Hg threshold. The findings for men and women by region were similar. Hypertension prevalence was strongly correlated with stroke mortality (r = 0.78) and more modestly with total CVD (r = 0.44). Despite extensive research on geographic patterns of CVD, the 60% higher prevalence of hypertension in Europe compared with the United States and Canada has not been generally appreciated. The implication of this finding for national prevention strategies should be vigorously explored.
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              Emerging epidemic of cardiovascular disease in developing countries.

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                Author and article information

                Contributors
                julie.meline@inserm.fr
                basile.chaix@iplesp.upmc.fr
                pannier@ipc.asso.fr
                olugbenga.ogedegbe@nyumc.org
                Leonardo.Trasande@nyumc.org
                Jessica.Athens@nyumc.org
                646-501-2674 , Dustin.Duncan@nyumc.org
                Journal
                BMC Public Health
                BMC Public Health
                BMC Public Health
                BioMed Central (London )
                1471-2458
                19 December 2017
                19 December 2017
                2017
                : 17
                : 960
                Affiliations
                [1 ]ISNI 0000 0001 1955 3500, GRID grid.5805.8, Sorbonne Universités, UPMC Univ Paris 06, UMR_S 1136, Pierre Louis Institute of Epidemiology and Public Health, ; 1 rue Victor Cousin, 75230, 05 Paris cedex, France
                [2 ]Inserm, UMR_S 1136, Pierre Louis Institute of Epidemiology and Public Health, 56, boulevard Vincent Auriol CS 81393, 75646 Paris Cedex 13, France
                [3 ]IPC Medical Center, 6 Rue la Pérouse, 75016 Paris, France
                [4 ]ISNI 0000 0004 1936 8753, GRID grid.137628.9, Department of Population Health, , New York University School of Medicine, ; 227 East 30th Street, New York, NY 10016 USA
                [5 ]ISNI 0000 0004 1936 8753, GRID grid.137628.9, Departments of Pediatrics and Environmental Medicine, , New York University School of Medicine, ; 550 First Avenue, New York, NY 10016 USA
                [6 ]ISNI 0000 0004 1936 8753, GRID grid.137628.9, Spatial Epidemiology Lab, Department of Population Health, , New York University School of Medicine, ; 227 East 30th Street, 6th Floor, Room 621, New York, NY 10016 USA
                Author information
                http://orcid.org/0000-0001-8586-8711
                Article
                4962
                10.1186/s12889-017-4962-8
                5735827
                29258476
                bee6a1d7-ad99-4076-a16a-2d61b615b609
                © The Author(s). 2017

                Open AccessThis article is distributed under the terms of the Creative Commons Attribution 4.0 International License ( http://creativecommons.org/licenses/by/4.0/), which permits unrestricted use, distribution, and reproduction in any medium, provided you give appropriate credit to the original author(s) and the source, provide a link to the Creative Commons license, and indicate if changes were made. The Creative Commons Public Domain Dedication waiver ( http://creativecommons.org/publicdomain/zero/1.0/) applies to the data made available in this article, unless otherwise stated.

                History
                : 11 May 2017
                : 29 November 2017
                Funding
                Funded by: NYU Global Public Health Research Challenge Fund
                Award ID: N/A
                Categories
                Research Article
                Custom metadata
                © The Author(s) 2017

                Public health
                built environment,walkability,walk score,cardiovascular disease,paris
                Public health
                built environment, walkability, walk score, cardiovascular disease, paris

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