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      Socioeconomic, Temporal and Regional Variation in Body Mass Index among 188,537 Swiss Male Conscripts Born between 1986 and 1992

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          Abstract

          Background

          Rising levels of overweight and obesity are important public-health concerns worldwide. The purpose of this study is to elucidate their prevalence and trends in Switzerland by analyzing variations in Body Mass Index (BMI) of Swiss conscripts.

          Methods

          The conscription records were provided by the Swiss Army. This study focussed on conscripts 18.5–20.5 years of age from the seven one-year birth cohorts spanning the period 1986–1992. BMI across professional status, area-based socioeconomic position (abSEP), urbanicity and regions was analyzed. Two piecewise quantile regression models with linear splines for three birth-cohort groups were used to examine the association of median BMI with explanatory variables and to determine the extent to which BMI has varied over time.

          Results

          The study population consisted of 188,537 individuals. Median BMI was 22.51 kg/m 2 (22.45–22.57 95% confidence interval (CI)). BMI was lower among conscripts of high professional status (−0.46 kg/m 2; 95% CI: −0.50, −0.42, compared with low), living in areas of high abSEP (−0.11 kg/m 2; 95% CI: −0.16, −0.07 compared to medium) and from urban communities (−0.07 kg/m 2; 95% CI: −0.11, −0.03, compared with peri-urban). Comparing with Midland, median BMI was highest in the North-West (0.25 kg/m 2; 95% CI: 0.19–0.30) and Central regions (0.11 kg/m 2; 95% CI: 0.05–0.16) and lowest in the East (−0.19 kg/m 2; 95% CI: −0.24, −0.14) and Lake Geneva regions (−0.15 kg/m 2; 95% CI: −0.20, −0.09). Trajectories of regional BMI growth varied across birth cohorts, with median BMI remaining high in the Central and North-West regions, whereas stabilization and in some cases a decline were observed elsewhere.

          Conclusions

          BMI of Swiss conscripts is associated with individual and abSEP and urbanicity. Results show regional variation in the levels and temporal trajectories of BMI growth and signal their possible slowdown among recent birth cohorts.

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          Most cited references26

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          Evidence that the prevalence of childhood overweight is plateauing: data from nine countries.

          Until quite recently, there has been a widespread belief in the popular media and scientific literature that the prevalence of childhood obesity is rapidly increasing. However, high quality evidence has emerged from several countries suggesting that the rise in the prevalence has slowed appreciably, or even plateaued. This review brings together such data from nine countries (Australia, China, England, France, Netherlands, New Zealand, Sweden, Switzerland and USA), with data from 467,294 children aged 2-19 years. The mean unweighted rate of change in prevalence of overweight and obesity was +0.00 (0.49)% per year across all age ×sex groups and all countries between 1995 and 2008. For overweight alone, the figure was +0.01 (0.56)%, and for obesity alone -0.01 (0.24)%. Rates of change differed by sex, age, socioeconomic status and ethnicity. While the prevalence of overweight and obesity appears to be stabilizing at different levels in different countries, it remains high, and a significant public health issue. Possible reasons for the apparent flattening are hypothesised.
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            Indices of relative weight and obesity.

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              Lifetime socioeconomic position and mortality: prospective observational study.

              To assess the influence of socioeconomic position over a lifetime on risk factors for cardiovascular disease, on morbidity, and on mortality from various causes. Prospective observational study with 21 years of follow up. Social class was determined as manual or non-manual at three stages of participants' lives: from the social class of their father's job, the social class of their first job, and the social class of their job at the time of screening. A cumulative social class indicator was constructed, ranging from non-manual social class at all three stages of life to manual social class at all three stages. 27 workplaces in the west of Scotland. 5766 men aged 35-64 at the time of examination. Prevalence and level of risk factors for cardiovascular disease; morbidity; and mortality from broad causes of death. From non-manual social class locations at all three life stages to manual at all stages there were strong positive trends for blood pressure, body mass index, current cigarette smoking, angina, and bronchitis. Inverse trends were seen for height, cholesterol concentration, lung function, and being an ex-smoker. 1580 men died during follow up. Age adjusted relative death rates in comparison with the men of non-manual social class locations at all three stages of life were 1.29 (95% confidence interval 1.08 to 1.56) in men of two non-manual and one manual social class; 1.45 (1.21 to 1.73) in men of two manual and one non-manual social class; and 1.71 (1.46 to 2.01) in men of manual social class at all three stages. Mortality from cardiovascular disease showed a similar graded association with cumulative social class. Mortality from cancer was mainly raised among men of manual social class at all three stages. Adjustment for a wide range of risk factors caused little attenuation in the association of cumulative social class with mortality from all causes and from cardiovascular disease; greater attenuation was seen in the association with mortality from non-cardiovascular, non-cancer disease. Fathers having a manual [corrected] occupation was strongly associated with mortality from cardiovascular disease: relative rate 1.41 (1.15 to 1.72). Participants' social class at the time of screening was more strongly associated than the other social class indicators with mortality from cancer and from non-cardiovascular, non-cancer causes. Socioeconomic factors acting over the lifetime affect health and risk of premature death. The relative importance of influences at different stages varies for the cause of death. Studies with data on socioeconomic circumstances at only one stage of life are inadequate for fully elucidating the contribution of socioeconomic factors to health and mortality risk.
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                Author and article information

                Contributors
                Role: Editor
                Journal
                PLoS One
                PLoS ONE
                plos
                plosone
                PLoS ONE
                Public Library of Science (San Francisco, USA )
                1932-6203
                2014
                12 May 2014
                : 9
                : 5
                : e96721
                Affiliations
                [1 ]Centre for Evolutionary Medicine, Institute of Anatomy, University of Zurich, Zurich, Switzerland
                [2 ]Institute of Social and Preventive Medicine, University of Bern, Bern, Switzerland
                [3 ]Department of Economics, University of Zurich, Zurich, Switzerland
                Cuny, United States of America
                Author notes

                Competing Interests: The authors have declared that no competing interests exist.

                Conceived and designed the experiments: RP FJR KS. Analyzed the data: RP MZ. Wrote the paper: RP MZ UW FJR KS. Obtained funding: KS. Obtained data: KS.

                Article
                PONE-D-14-04838
                10.1371/journal.pone.0096721
                4018351
                24819730
                68dd4c12-79fc-4614-8798-15411bb3f726
                Copyright @ 2014

                This is an open-access article distributed under the terms of the Creative Commons Attribution License, which permits unrestricted use, distribution, and reproduction in any medium, provided the original author and source are credited.

                History
                : 7 February 2014
                : 11 April 2014
                Page count
                Pages: 10
                Funding
                KS (PI), FJR and UW received grant from Federal Office of Public Health (Project-No: 12.005283). RP was funded by grant from Federal Office of Public Health (Project-No: 12.005283). KS and FJR were funded by Mäxi Foundation. The funders had no role in study design, data collection and analysis, decision to publish, or preparation of the manuscript.
                Categories
                Research Article
                Biology and Life Sciences
                Physical Anthropology
                Anthropometry
                Medicine and Health Sciences
                Epidemiology
                Social Epidemiology
                Spatial Epidemiology
                Social Sciences
                Anthropology

                Uncategorized
                Uncategorized

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