Introduction
Prevalence of obesity is rising in Latin America, is increasingly affecting socially disadvantaged groups, particularly women. Conditional cash transfers are recently established welfare interventions in the region. One, Familias en Accion, transfers ~20% of average monthly income to women in Colombia’s poorest families. Previous work has found that families buy more food as a result.
We tested the hypothesis that participation in Familias would be associated with increasing body mass index (BMI) in participating women
Methods
Women from participating areas and control areas (matched on environmental and socioeconomic criteria) were surveyed in 2002 and 2006. Pregnant, breast-feeding or women aged<18 or with BMI<18.5kg/m2 were excluded. The sample comprises 835 women from control and 1238 from treatment areas. Because some treatment areas started Familias shortly before baseline data collection, a dummy variable was created that identified exposure independent of time-point or area. Follow-up was 61.5%.
BMI was measured by trained personnel using standardized techniques. Overweight was defined as BMI>25kg/m2 and obesity as >30kg/m2. The effect of Familias was estimated using linear regression (or logistic regression for dichotomous outcomes) in a double-difference technique, controlling for several individual, household and area characteristics, including parity and baseline BMI, using robust standard-errors clustered at area-level in an intention-to-treat analysis.
Results
At baseline, women’s mean age was 33.3 years and mean BMI 25.3kg/m2; 12.3% women were obese. After adjustment, exposure to Familias was significantly associated with increased BMI (β=0.25, 95% CI 0.03, 0.47; p=0.03). Age (β=0.09; 95%CI 0.06, 0.13; p<0.001) and household wealth (β=0.78; 95%CI 0.41, 1.15; p<0.001) were also positively associated with BMI. Familias was also associated with increased odds of obesity (O.R.=1.27 95%CI 1.03, 1.57; p=0.03), as was age (O.R.=1.04; 95%CI 1.02, 1.06; p=0.001).
Conclusion
Conditional cash transfers to poor women in Colombia are independently associated with increasing BMI and obesity risk. Although conditional cash transfers are generally regarded as popular and successful schemes, parallel interventions at individual, household and community level are needed to avoid unanticipated adverse outcomes.
doi:10.1038/ijo.2011.234
PMCID: PMC3378481
PMID: 22143619
Elovainio, Marko | Ferrie, Jane E. | Singh-Manoux, Archana | Shipley, Martin | Batty, G. David | Head, Jenny | Hamer, Mark | Jokela, Markus | Virtanen, Marianna | Brunner, Eric J. | Marmot, Michael G. | Kivimäki, Mika
doi:10.1093/aje/kwr517
PMCID: PMC3271818
Kivimäki, Mika | Nyberg, Solja T | Batty, G David | Shipley, Martin J | Ferrie, Jane E | Virtanen, Marianna | Marmot, Michael G | Vahtera, Jussi | Singh-Manoux, Archana | Hamer, Mark
doi:10.1093/ije/dyr214
PMCID: PMC3304527
Fransson, Eleonor I. | Heikkilä, Katriina | Nyberg, Solja T. | Zins, Marie | Westerlund, Hugo | Westerholm, Peter | Väänänen, Ari | Virtanen, Marianna | Vahtera, Jussi | Theorell, Töres | Suominen, Sakari | Singh-Manoux, Archana | Siegrist, Johannes | Sabia, Séverine | Rugulies, Reiner | Pentti, Jaana | Oksanen, Tuula | Nordin, Maria | Nielsen, Martin L. | Marmot, Michael G. | Magnusson Hanson, Linda L. | Madsen, Ida E. H. | Lunau, Thorsten | Leineweber, Constanze | Kumari, Meena | Kouvonen, Anne | Koskinen, Aki | Koskenvuo, Markku | Knutsson, Anders | Kittel, France | Jöckel, Karl-Heinz | Joensuu, Matti | Houtman, Irene L. | Hooftman, Wendela E. | Goldberg, Marcel | Geuskens, Goedele A. | Ferrie, Jane E. | Erbel, Raimund | Dragano, Nico | De Bacquer, Dirk | Clays, Els | Casini, Annalisa | Burr, Hermann | Borritz, Marianne | Bonenfant, Sébastien | Bjorner, Jakob B. | Alfredsson, Lars | Hamer, Mark | Batty, G. David | Kivimäki, Mika
Unfavorable work characteristics, such as low job control and too high or too low job demands, have been suggested to increase the likelihood of physical inactivity during leisure time, but this has not been verified in large-scale studies. The authors combined individual-level data from 14 European cohort studies (baseline years from 1985–1988 to 2006–2008) to examine the association between unfavorable work characteristics and leisure-time physical inactivity in a total of 170,162 employees (50% women; mean age, 43.5 years). Of these employees, 56,735 were reexamined after 2–9 years. In cross-sectional analyses, the odds for physical inactivity were 26% higher (odds ratio = 1.26, 95% confidence interval: 1.15, 1.38) for employees with high-strain jobs (low control/high demands) and 21% higher (odds ratio = 1.21, 95% confidence interval: 1.11, 1.31) for those with passive jobs (low control/low demands) compared with employees in low-strain jobs (high control/low demands). In prospective analyses restricted to physically active participants, the odds of becoming physically inactive during follow-up were 21% and 20% higher for those with high-strain (odds ratio = 1.21, 95% confidence interval: 1.11, 1.32) and passive (odds ratio = 1.20, 95% confidence interval: 1.11, 1.30) jobs at baseline. These data suggest that unfavorable work characteristics may have a spillover effect on leisure-time physical activity.
doi:10.1093/aje/kws336
PMCID: PMC3521479
PMID: 23144364
cohort studies; exercise; physical activity; psychosocial factors; working population
Urban living is the new reality for the majority of the world’s population. Urban change is taking place in a context of other global challenges—economic globalization, climate change, financial crises, energy and food insecurity, old and emerging armed conflicts, as well as the changing patterns of communicable and noncommunicable diseases. These health and social problems, in countries with different levels of infrastructure and health system preparedness, pose significant development challenges in the 21st century. In all countries, rich and poor, the move to urban living has been both good and bad for population health, and has contributed to the unequal distribution of health both within countries (the urban–rural divide) and within cities (the rich–poor divide). In this series of papers, we demonstrate that urban planning and design and urban social conditions can be good or bad for human health and health equity depending on how they are set up. We argue that climate change mitigation and adaptation need to go hand-in-hand with efforts to achieve health equity through action in the social determinants. And we highlight how different forms of governance can shape agendas, policies, and programs in ways that are inclusive and health-promoting or perpetuate social exclusion, inequitable distribution of resources, and the inequities in health associated with that. While today we can describe many of the features of a healthy and sustainable city, and the governance and planning processes needed to achieve these ends, there is still much to learn, especially with respect to tailoring these concepts and applying them in the cities of lower- and middle-income countries. By outlining an integrated research agenda, we aim to assist researchers, policy makers, service providers, and funding bodies/donors to better support, coordinate, and undertake research that is organized around a conceptual framework that positions health, equity, and sustainability as central policy goals for urban management.
doi:10.1007/s11524-011-9606-1
PMCID: PMC3191214
PMID: 21877255
Urban health; Health inequity; Climate change; Social inclusion; Urban planning and design; Governance
Kivimäki, Mika | Nyberg, Solja T | Batty, G David | Fransson, Eleonor I | Heikkilä, Katriina | Alfredsson, Lars | Bjorner, Jakob B | Borritz, Marianne | Burr, Hermann | Casini, Annalisa | Clays, Els | De Bacquer, Dirk | Dragano, Nico | Ferrie, Jane E | Geuskens, Goedele A | Goldberg, Marcel | Hamer, Mark | Hooftman, Wendela E | Houtman, Irene L | Joensuu, Matti | Jokela, Markus | Kittel, France | Knutsson, Anders | Koskenvuo, Markku | Koskinen, Aki | Kouvonen, Anne | Kumari, Meena | Madsen, Ida EH | Marmot, Michael G | Nielsen, Martin L | Nordin, Maria | Oksanen, Tuula | Pentti, Jaana | Rugulies, Reiner | Salo, Paula | Siegrist, Johannes | Singh-Manoux, Archana | Suominen, Sakari B | Väänänen, Ari | Vahtera, Jussi | Virtanen, Marianna | Westerholm, Peter JM | Westerlund, Hugo | Zins, Marie | Steptoe, Andrew | Theorell, Töres
Lancet
2012;380(9852):1491-1497.
Summary
Background
Published work assessing psychosocial stress (job strain) as a risk factor for coronary heart disease is inconsistent and subject to publication bias and reverse causation bias. We analysed the relation between job strain and coronary heart disease with a meta-analysis of published and unpublished studies.
Methods
We used individual records from 13 European cohort studies (1985–2006) of men and women without coronary heart disease who were employed at time of baseline assessment. We measured job strain with questions from validated job-content and demand-control questionnaires. We extracted data in two stages such that acquisition and harmonisation of job strain measure and covariables occurred before linkage to records for coronary heart disease. We defined incident coronary heart disease as the first non-fatal myocardial infarction or coronary death.
Findings
30 214 (15%) of 197 473 participants reported job strain. In 1·49 million person-years at risk (mean follow-up 7·5 years [SD 1·7]), we recorded 2358 events of incident coronary heart disease. After adjustment for sex and age, the hazard ratio for job strain versus no job strain was 1·23 (95% CI 1·10–1·37). This effect estimate was higher in published (1·43, 1·15–1·77) than unpublished (1·16, 1·02–1·32) studies. Hazard ratios were likewise raised in analyses addressing reverse causality by exclusion of events of coronary heart disease that occurred in the first 3 years (1·31, 1·15–1·48) and 5 years (1·30, 1·13–1·50) of follow-up. We noted an association between job strain and coronary heart disease for sex, age groups, socioeconomic strata, and region, and after adjustments for socioeconomic status, and lifestyle and conventional risk factors. The population attributable risk for job strain was 3·4%.
Interpretation
Our findings suggest that prevention of workplace stress might decrease disease incidence; however, this strategy would have a much smaller effect than would tackling of standard risk factors, such as smoking.
Funding
Finnish Work Environment Fund, the Academy of Finland, the Swedish Research Council for Working Life and Social Research, the German Social Accident Insurance, the Danish National Research Centre for the Working Environment, the BUPA Foundation, the Ministry of Social Affairs and Employment, the Medical Research Council, the Wellcome Trust, and the US National Institutes of Health.
doi:10.1016/S0140-6736(12)60994-5
PMCID: PMC3486012
PMID: 22981903
Objective
To examine the combined effects of depressive symptoms and resting heart rate (RHR) on mortality.
Methods
Data come from 5936 participants, aged 61 ± 6 years, from the Whitehall II study. Depressive symptoms were assessed in 2002–2004 using the center-for-epidemiologic-studies-depression-scale (score ≥ 16). RHR was measured at the same study phase via electrocardiogram. Participants were assigned to 1 of 6 risk-factor-groups based on depression status (yes/no) and RHR categories (<60, 60 – 80, >80 bpm). Mean follow-up for mortality was 5.6 years.
Results
In mutually adjusted Cox regression models, depression (hazard ratio = 1.93 p<0.001) and RHR>80 bpm (hazard ratio = 1.67, p<0.001) were independent predictors of mortality. After adjustment for potential confounding and mediating variables, participants with both depression and high RHR had a 3.0-fold higher (p<0.001) risk of death compared to depression-free participants with RHR ranging from 60 to 80 bpm. This risk is particularly marked in participants with prevalent CHD.
Conclusions
This study provides evidence that the coexistence of depressive symptoms and elevated RHR is associated with substantially increased risk of death compared to those without these two factors. This finding raises the possibility that treatments that improve both depression and RHR might improve survival.
doi:10.4088/JCP.09m05901blu
PMCID: PMC3226937
PMID: 21208592
depression; resting heart rate and mortality
Doryńska, Agnieszka | Pająk, Andrzej | Kubinova, Ruzena | Malyutina, Sofia | Tamosiunas, Abdonas | Pikhart, Hynek | Peasey, Anne | Nikitin, Yuri | Marmot, Michael | Bobak, Martin
Objectives: to investigate functional limitations and their association with socioeconomic factors in four Central and Eastern European populations.
Methods: a cross-sectional study of random population samples in Novosibirsk (Russia), Krakow (Poland), Kaunas (Lithuania) and six Czech towns participating in the HAPIEE study. Functional limitations (classified into tertiles of the SF-36 physical functioning subscale), socioeconomic circumstances and health behaviours were available for 34,431 subjects aged 45–69 years.
Results: the proportion of subjects in the worst tertile of the functional limitations score (≤80% of the maximum score) ranged from 21% of the men in Kaunas to 48% in Krakow women. In multivariate ordered logistic regression, functional limitations were strongly inversely associated with education and positively with material deprivation and with being economically inactive. Functional limitations were more common in male smokers and less common in alcohol drinkers. Socioeconomic characteristics explained some of the differences in functional limitations between populations. Health behaviours explained some of the differences between social groups in both genders and between populations in women.
Conclusion: unexpectedly, functional limitations were not most common in the sample from Russia, the country with the highest mortality rates. All socioeconomic measures were strongly associated with functional limitations and made some contribution towards explaining differences in limitations between populations.
doi:10.1093/ageing/afs114
PMCID: PMC3476830
PMID: 22923605
disability; physical functioning; socioeconomic factors; Eastern Europe; older people
Background: Childhood and current economic difficulties are associated with physical health. However, evidence concerning the factors underlying these associations is sparse. This study examines the contribution of a range of social and behavioural factors to associations between economic difficulties and physical functioning. Methods: We used comparable data on middle-aged white-collar employees from the Finnish Helsinki Health Study cohort (n = 3843) and the British Whitehall II Study cohort (n = 3052). Our health outcome was physical functioning measured by the SF-36 Physical Component Summary. Relative indices of inequality (RII), calculated using logistic regression analysis, were used to examine associations between economic difficulties and physical functioning, and the contribution of further socio-economic circumstances, health behaviours, living arrangements and work–family conflicts to these associations. Results: In age-adjusted models, childhood (RII = 1.76−3.06) and current (RII = 1.79−3.03) economic difficulties were associated with poor physical functioning in both cohorts. Further adjusting for work–family conflicts attenuated the associations of current economic difficulties with physical functioning in both cohorts, and also those of childhood economic difficulties in the Helsinki cohort. Adjustments for other socio-economic circumstances also caused some attenuation, while health behaviours and living arrangements had small or negligible effects. Conclusions: Conflicts between work and family contribute to the associations of economic difficulties with physical functioning among employees from Finland and Britain. This suggests that supporting people to cope with economic difficulties, and efforts to improve the balance between paid work and family may help employees maintain good physical functioning.
doi:10.1093/eurpub/ckq089
PMCID: PMC3139100
PMID: 20616102
comparisons; employees; physical functioning; SF-36; socio-economic position
Objectives
Cognitive reserve is associated with a lower risk of dementia but the extent to which it shapes cognitive aging trajectories remains unclear. Our objective is to examine the impact of three markers of reserve from different points in the lifecourse on cognitive function and decline in late adulthood.
Methods
Data are from 5234 men and 2220 women, mean age 56 years (standard deviation=6) at baseline, from the Whitehall II cohort study. Memory, reasoning, vocabulary, phonemic and semantic fluency were assessed three times over 10 years. Linear mixed models were used to assess the association between markers of reserve (height, education, and occupation) and cognitive decline, using the 5 cognitive tests and a global cognitive score composed of these tests.
Results
All three reserve measures were associated with baseline cognitive function, with strongest associations with occupation and the weakest with height. All cognitive functions except vocabulary declined over the 10 year follow-up period. On the global cognitive test, there was greater decline in the high occupation group (−0.27; 95% confidence interval (CI): −0.28, −0.26) compared to the intermediate (−0.23; 95% CI: −0.25, −0.22) and low groups (−0.21; 95% CI: −0.24, −0.19); p=0.001. The decline in reserve groups defined by education (p=0.82) and height (p=0.55) was similar.
Interpretation
Cognitive performance over the adult lifecourse was remarkably higher in the high reserve groups. However, rate of cognitive decline did not differ between reserve groups except occupation where there was some evidence of greater decline in the high occupation group.
doi:10.1002/ana.22391
PMCID: PMC3152621
PMID: 21563209
Sekine, Michikazu | Tatsuse, Takashi | Kagamimori, Sadanobu | Chandola, Tarani | Cable, Noriko | Marmot, Michael | Martikainen, Pekka | Lallukka, Tea | Rahkonen, Ossi | Lahelma, Eero
In general, women report more physical and mental symptoms than men. International comparisons of countries with different welfare state regimes may provide further understanding of the social determinants of sex inequalities in health. This study aims to evaluate (1) whether there are sex inequalities in health functioning as measured by the Short Form 36 (SF-36), and (2) whether work characteristics contribute to the sex inequalities in health among employees from Britain, Finland, and Japan, representing liberal, social democratic, and conservative welfare state regimes, respectively. The participants were 7340 (5122 men and 2218 women) British employees, 2297 (1638 men and 659 women) Japanese employees, and 8164 (1649 men and 6515 women) Finnish employees. All the participants were civil servants aged 40-60 years. We found that more women than men tended to have disadvantaged work characteristics (i.e. low employment grade, low job control, high job demands, and long work hours) but such sex differences were relatively smaller among employees from Finland, where more gender equal policies exist than Britain and Japan. The age-adjusted odds ratio (OR) of women for poor physical functioning was the largest for British women (OR=2.08), followed by for Japanese women (OR=1.72), and then for Finnish women (OR=1.51). The age-adjusted OR of women for poor mental functioning was the largest for Japanese women (OR=1.91), followed by for British women (OR=1.45), and then for Finnish women (OR=1.07). Thus, sex differences in physical and mental health was the smallest in the Finnish population. The larger the sex differences in work characteristics, the larger the sex differences in health and the reduction in the sex differences in health after adjustment for work characteristics. These results suggest that egalitarian and gender equal policies may contribute to smaller sex differences in health, through smaller differences in disadvantaged work characteristics between men and women.
doi:10.1016/j.socscimed.2011.06.026
PMCID: PMC3159716
PMID: 21782303
UK; Finland; Japan; Gender; Psychosocial stress; civil sevants; job demand; Health inequalities
Heikkilä, Katriina | Nyberg, Solja T. | Fransson, Eleonor I. | Alfredsson, Lars | De Bacquer, Dirk | Bjorner, Jakob B. | Bonenfant, Sébastien | Borritz, Marianne | Burr, Hermann | Clays, Els | Casini, Annalisa | Dragano, Nico | Erbel, Raimund | Geuskens, Goedele A. | Goldberg, Marcel | Hooftman, Wendela E. | Houtman, Irene L. | Joensuu, Matti | Jöckel, Karl-Heinz | Kittel, France | Knutsson, Anders | Koskenvuo, Markku | Koskinen, Aki | Kouvonen, Anne | Leineweber, Constanze | Lunau, Thorsten | Madsen, Ida E. H. | Hanson, Linda L. Magnusson | Marmot, Michael G. | Nielsen, Martin L. | Nordin, Maria | Pentti, Jaana | Salo, Paula | Rugulies, Reiner | Steptoe, Andrew | Siegrist, Johannes | Suominen, Sakari | Vahtera, Jussi | Virtanen, Marianna | Väänänen, Ari | Westerholm, Peter | Westerlund, Hugo | Zins, Marie | Theorell, Töres | Hamer, Mark | Ferrie, Jane E. | Singh-Manoux, Archana | Batty, G. David | Kivimäki, Mika | Mazza, Marianna
Background
Tobacco smoking is a major contributor to the public health burden and healthcare costs worldwide, but the determinants of smoking behaviours are poorly understood. We conducted a large individual-participant meta-analysis to examine the extent to which work-related stress, operationalised as job strain, is associated with tobacco smoking in working adults.
Methodology and Principal Findings
We analysed cross-sectional data from 15 European studies comprising 166 130 participants. Longitudinal data from six studies were used. Job strain and smoking were self-reported. Smoking was harmonised into three categories never, ex- and current. We modelled the cross-sectional associations using logistic regression and the results pooled in random effects meta-analyses. Mixed effects logistic regression was used to examine longitudinal associations. Of the 166 130 participants, 17% reported job strain, 42% were never smokers, 33% ex-smokers and 25% current smokers. In the analyses of the cross-sectional data, current smokers had higher odds of job strain than never-smokers (age, sex and socioeconomic position-adjusted odds ratio: 1.11, 95% confidence interval: 1.03, 1.18). Current smokers with job strain smoked, on average, three cigarettes per week more than current smokers without job strain. In the analyses of longitudinal data (1 to 9 years of follow-up), there was no clear evidence for longitudinal associations between job strain and taking up or quitting smoking.
Conclusions
Our findings show that smokers are slightly more likely than non-smokers to report work-related stress. In addition, smokers who reported work stress smoked, on average, slightly more cigarettes than stress-free smokers.
doi:10.1371/journal.pone.0035463
PMCID: PMC3391192
PMID: 22792154
Heikkilä, Katriina | Nyberg, Solja T. | Fransson, Eleonor I. | Alfredsson, Lars | De Bacquer, Dirk | Bjorner, Jakob B. | Bonenfant, Sébastien | Borritz, Marianne | Burr, Hermann | Clays, Els | Casini, Annalisa | Dragano, Nico | Erbel, Raimund | Geuskens, Goedele A. | Goldberg, Marcel | Hooftman, Wendela E. | Houtman, Irene L. | Joensuu, Matti | Jöckel, Karl-Heinz | Kittel, France | Knutsson, Anders | Koskenvuo, Markku | Koskinen, Aki | Kouvonen, Anne | Leineweber, Constanze | Lunau, Thorsten | Madsen, Ida E. H. | Hanson, Linda L. Magnusson | Marmot, Michael G. | Nielsen, Martin L. | Nordin, Maria | Pentti, Jaana | Salo, Paula | Rugulies, Reiner | Steptoe, Andrew | Siegrist, Johannes | Suominen, Sakari | Vahtera, Jussi | Virtanen, Marianna | Väänänen, Ari | Westerholm, Peter | Westerlund, Hugo | Zins, Marie | Theorell, Töres | Hamer, Mark | Ferrie, Jane E. | Singh-Manoux, Archana | Batty, G. David | Kivimäki, Mika | Mazza, Marianna
Background
The relationship between work-related stress and alcohol intake is uncertain. In order to add to the thus far inconsistent evidence from relatively small studies, we conducted individual-participant meta-analyses of the association between work-related stress (operationalised as self-reported job strain) and alcohol intake.
Methodology and Principal Findings
We analysed cross-sectional data from 12 European studies (n = 142 140) and longitudinal data from four studies (n = 48 646). Job strain and alcohol intake were self-reported. Job strain was analysed as a binary variable (strain vs. no strain). Alcohol intake was harmonised into the following categories: none, moderate (women: 1–14, men: 1–21 drinks/week), intermediate (women: 15–20, men: 22–27 drinks/week) and heavy (women: >20, men: >27 drinks/week). Cross-sectional associations were modelled using logistic regression and the results pooled in random effects meta-analyses. Longitudinal associations were examined using mixed effects logistic and modified Poisson regression. Compared to moderate drinkers, non-drinkers and (random effects odds ratio (OR): 1.10, 95% CI: 1.05, 1.14) and heavy drinkers (OR: 1.12, 95% CI: 1.00, 1.26) had higher odds of job strain. Intermediate drinkers, on the other hand, had lower odds of job strain (OR: 0.92, 95% CI: 0.86, 0.99). We found no clear evidence for longitudinal associations between job strain and alcohol intake.
Conclusions
Our findings suggest that compared to moderate drinkers, non-drinkers and heavy drinkers are more likely and intermediate drinkers less likely to report work-related stress.
doi:10.1371/journal.pone.0040101
PMCID: PMC3391232
PMID: 22792218
Background
Obesity is a growing problem in lower income countries particularly among women. There are few studies exploring individual socioeconomic status indicators in depth. This study examines the interaction of education and wealth in relation to obesity, hypothesising that education protects against the obesogenic effect of wealth.
Methods
Four datasets of women of reproductive age from the Egyptian Demographic and Health Surveys spanning the period 1992–2008 are used to examine two distinct time periods: 1992/95 (N = 11097) and 2005/08 (N = 23178). The association in the two time periods between education level and household wealth in relation to the odds of being obese is examined, and the interaction between the two socioeconomic indicators investigated. Estimates are adjusted for age group and area of residence.
Results
An interaction was found between the association of education and wealth with obesity in both time periods (P-value for interaction <0.001). For women with the lowest education level, moving up one wealth quintile was associated with a 78% increase in the odds of obesity in 1992/95 (OR; 95%CI: 1.78; 1.65,1.91) and a 33% increase in 2005/08 (OR; 95%CI: 1.33; 1.26,1.39). For women with the highest level of education, there was little evidence of an association between wealth and obesity (OR; 95%CI: 0.82; 0.57,1.16 in 1992/95 and 0.95; 0.84,1.08 in 2005/08). Obesity levels increased most in women who were in the no/primary education, poorest wealth quintile and rural groups (absolute difference in prevalence percentage points between the two time periods: 20.2, 20.1, and 21.3 respectively).
Conclusion
In the present study, wealth appears to be a risk factor for obesity in women with lower education levels, while women with higher education are protected. The findings also suggest that a reversal in the social distribution of obesity risk is occurring which can be explained by the large increase in obesity levels in lower socioeconomic groups between the two time periods.
doi:10.1371/journal.pone.0039507
PMCID: PMC3384649
PMID: 22761807
Casas, Juan P. | Ninio, Ewa | Panayiotou, Andrie | Palmen, Jutta | Cooper, Jackie A | Ricketts, Sally L | Sofat, Reecha | Nicolaides, Andrew N | Corsetti, James P | Fowkes, F Gerry R | Tzoulaki, Ioanna | Kumari, Meena | Brunner, Eric J | Kivimaki, Mika | Marmot, Michael G | Hoffmann, Michael M | Winkler, Karl | März, Winfred | Ye, Shu | Stirnadel, Heide A | MBBChir, Kay-Tee Khaw | Humphries, Steve E | Sandhu, Manjinder S | Hingorani, Aroon D | Talmud, Philippa J
Background
Higher Lp-PLA2 activity is associated with increased risk of coronary heart disease (CHD), making Lp-PLA2 a potential therapeutic target. PLA2G7 variants associated with Lp-PLA2 activity could evaluate whether this relationship is causal.
Methods and Results
A meta-analysis including a total of 12 studies (5 prospective, 4 case-control, 1 case-only and 2 cross-sectional, n=26,118) was undertaken to examine the association of: (i) LpPLA2 activity vs. cardiovascular biomarkers and risk factors and CHD events (two prospective studies; n=4884); ii) PLA2G7 SNPs and Lp-PLA2 activity (3 prospective, 2 case-control, 2 cross-sectional studies; up to n=6094); and iii) PLA2G7 SNPs and angiographic coronary artery disease (2 case-control, 1 case-only study; n=4971 cases) and CHD events (5 prospective, 2 case-control studies; n=5523). Lp-PLA2 activity correlated with several CHD risk markers. Hazard ratio for CHD events top vs. bottom quartile of Lp-PLA2 activity was 1.61 (95%CI: 1.31, 1.99) and 1.17 (95%CI: 0.91, 1.51) after adjustment for baseline traits. Of seven SNPs, rs1051931 (A379V) showed the strongest association with Lp-PLA2 activity, VV subjects having 7.2% higher activity than AAs. Genotype was not associated with risk markers, angiographic coronary disease (OR 1.03 (95%CI 0.80, 1.32), or CHD events (OR 0.98 (95%CI 0.82, 1.17).
Conclusions
Unlike Lp-PLA2 activity, PLA2G7 variants associated with modest effects on Lp-PLA2 activity were not associated with cardiovascular risk markers, coronary atheroma or CHD. Larger association studies, identification of SNPs with larger effects, or randomised trials of specific Lp-PLA2 inhibitors are needed to confirm/refute a contributory role for Lp-PLA2 in CHD.
doi:10.1161/CIRCULATIONAHA.109.923383
PMCID: PMC3377948
PMID: 20479152
genetics; epidemiology; risk factors; Mendelian randomization
Aim
The objectives of this study were to examine the relationship between social network, social support and periodontal disease among older American adults and to test whether social network and support mediates socioeconomic inequality in periodontal disease.
Materials and Methods
Data pertaining to participants aged 60 years and over from the National Health and Nutrition Examination Survey 2001-2004 was used. Periodontal disease variables were extent loss of periodontal attachment ≥ 3mm, and moderate periodontitis. Social support and networks were indicated by need for emotional support, number of close friends and marital status.
Results
Widowed and those with lowest number of friends had higher rates of the extent of loss of periodontal attachment (1.27,95%CI:1.03,1.58) and (1.22,95%CI:1.03,1.45), respectively. Marital status and number of friends were not significantly associated with moderate periodontitis after adjusting for behavioural factors. The need for more emotional support was not related to periodontal disease in this analysis. Social networks and support had no impact on socioeconomic inequality in periodontal disease.
Conclusion
Certain aspects of social network, namely being widowed and having fewer friends were linked to the extent of loss of periodontal attachment but not to the definition of moderate periodontitis, in older adults.
doi:10.1111/j.1600-051X.2011.01713.x
PMCID: PMC3091988
PMID: 21362014
Periodontal disease; social network; social support; older adults
Jokela, Markus | Singh-Manoux, Archana | Shipley, Martin J. | Ferrie, Jane E. | Gimeno, David | Akbaraly, Tasnime N. | Head, Jenny | Elovainio, Marko | Marmot, Michael G. | Kivimäki, Mika
Background
The course of major depressive disorder is often characterized by progressing chronicity, but whether this applies to the course of self-reported psychological distress remains unclear. We examined whether the risk of self-reported psychological distress becomes progressively higher the longer the history of distress and whether prolonged history of distress modifies associations between risk markers and future distress.
Methods
Participants were British civil servants from the prospective Whitehall II cohort study (n=7934; 31.5% women, mean age 44.5 years at baseline) followed from 1985 to 2006 with repeat data collected in 7 study phases. Psychological distress was assessed with the 30-item General Health Questionnaire (GHQ). Sex, socioeconomic status, marital status, ethnicity, physical activity, alcohol consumption, smoking, and obesity were assessed as risk markers.
Results
Recurrent history of psychological distress was associated with a progressively increasing risk of future distress in a dose-response manner. Common risk markers, such as low socioeconomic status, non-White ethnicity, being single, and alcohol abstinence were stronger predictors of subsequent distress in participants with a longer history of psychological distress. Sex differences in psychological distress attenuated with prolonged distress history.
Limitations
The participants were already adults in the beginning of the study, so we could not assess the progressive chronicity of psychological distress from adolescence onwards.
Conclusions
These data suggest that self-reported psychological distress becomes more persistent over time and that a longer prior exposure to psychological distress increases sensitivity to the stressful effects of certain risk markers.
doi:10.1016/j.jad.2010.10.047
PMCID: PMC3062710
PMID: 21106248
Chronic distress; Kindling hypothesis; Longitudinal; Recurrence
Background
While several plausible biological mechanisms have been advanced for the association between greater physical stature and lower coronary heart disease (CHD) risk in prospective cohort studies, the importance of one of the principal artifactua explanations – reverse causality due to shrinkage – remains unresolved. To explore this issue, studies with repeat measurements of height are required, however, to date, such data have been lacking.
Methods
We analysed data from the Whitehall II prospective cohort study of 3802 men and 1615 women who participated in a physical examination in 1985/88, had their height re-measured in 1997/99, and were then followed for fatal and non-fatal CHD.
Results
A mean follow-up of 7.4 years after the second height measurement gave rise to 69 CHD events in men (18 in women). After adjustment for baseline CHD risk factors, greater loss of physical stature between survey and resurvey was associated with an increased risk of CHD in men (hazard ratio; 95% CI for a one SD increase: 1.24; 1.00, 1.53) but not women (0.93; 0.58, 1.50).
Conclusions
It is possible that reverse causality due to shrinkage may contribute to the inverse association between a single measurement of height and later CHD in other studies.
doi:10.1136/jech.2009.103986
PMCID: PMC3226938
PMID: 20805197
The authors examined the associations of social support with socioeconomic status (SES) and with mortality, as well as how SES differences in social support might account for SES differences in mortality. Analyses were based on 9,333 participants from the British Whitehall II Study cohort, a longitudinal cohort established in 1985 among London-based civil servants who were 35–55 years of age at baseline. SES was assessed using participant's employment grades at baseline. Social support was assessed 3 times in the 24.4-year period during which participants were monitored for death. In men, marital status, and to a lesser extent network score (but not low perceived support or high negative aspects of close relationships), predicted both all-cause and cardiovascular mortality. Measures of social support were not associated with cancer mortality. Men in the lowest SES category had an increased risk of death compared with those in the highest category (for all-cause mortality, hazard ratio = 1.59, 95% confidence interval: 1.21, 2.08; for cardiovascular mortality, hazard ratio = 2.48, 95% confidence interval: 1.55, 3.92). Network score and marital status combined explained 27% (95% confidence interval: 14, 43) and 29% (95% confidence interval: 17, 52) of the associations between SES and all-cause and cardiovascular mortality, respectively. In women, there was no consistent association between social support indicators and mortality. The present study suggests that in men, social isolation is not only an important risk factor for mortality but is also likely to contribute to differences in mortality by SES.
doi:10.1093/aje/kwr461
PMCID: PMC3372313
PMID: 22534202
cohort; longitudinal; mortality; social class; social support
Background
Evidence on the association between obesity and suicide is mixed. However, the strength of obesity as a predictor of suicide may be reduced, because of the role of weight changes associated with mental disorders. We tested the hypothesis that both obesity and unexplained weight loss are related to elevated suicide risk.
Methods
A clinical examination with measurements of height, weight and self-reported unexplained weight loss was conducted at baseline for 18,784 men aged 40 to 69. Based on national mortality register, 61 suicides were identified during the 38-year follow-up.
Results
The age-adjusted hazard ratio for suicide among obese versus normal weight men was 2.22 (95% CI 0.94 to 5.28). Additional adjustment for unexplained weight loss raised this ratio to 2.48 (95% CI 1.04 to 5.92). Unexplained weight loss was associated with a substantial excess risk of suicide irrespective of obesity (age-adjusted hazard ratio 5.38, 95% CI 2.31 to 12.50; age- and obesity-adjusted hazard ratio 5.58, 95% CI 2.37 to 13.13).
Limitations
Inability to take into account the effect of depression as a potential mediating mechanism.
Conclusions
This study provides evidence that both obesity and unexplained weight loss may be important predictors of suicide. Lack of adjustment for weight loss may suppress the observed association between obesity and suicide.
doi:10.1016/j.jad.2008.12.002
PMCID: PMC3319297
PMID: 19097646
BMI; overweight; public sector; suicide; weight loss; work
Prospective data on depressive symptoms and blood pressure (BP) are scarce, and the impact of age on this association is poorly understood. The present study examines longitudinal trajectories of depressive episodes and the probability of hypertension associated with these trajectories over time. Participants were 6,889 men and 3,413 women London based civil servants, aged 35–55 years at baseline, followed for 24 years between 1985 and 2009. Depressive episode (defined as scoring 4 or more on the General Health Questionnaire-Depression subscale or using prescribed antidepressant medication) and hypertension (systolic/diastolic blood pressure ≥ 140/90 mm Hg or use of antihypertensive medication) were assessed concurrently at five medical examinations. In the fully adjusted longitudinal logistic regression analyses based on Generalized-Estimating-Equations using age as the time scale, participants in the “increasing depression” group had a 24% (p<0.05) lower risk of hypertension at ages 35–39, compared to those in the “low/transient depression” group. However, there was a faster age-related increase in hypertension in the “increasing depression” group, corresponding to a 7% (p<0.01) greater increase in the odds of hypertension for every each five-year increase in age. A higher risk of hypertension in the first group of participants was not evident before age 55. A similar pattern of association was observed in men and women although it was stronger in men. This study suggests that the risk of hypertension increases with repeated experience of depressive episodes over time and becomes evident in later adulthood.
doi:10.1161/HYPERTENSIONAHA.110.164061
PMCID: PMC3065997
PMID: 21339474
Depression; hypertension; longitudinal analysis; repeated measures
Objective
To examine the combined effects of depressive symptoms and resting heart rate (RHR) on mortality.
Methods
Data come from 5936 participants, aged 61 ±6 years, from the Whitehall II study. Depressive symptoms were assessed in 2002–2004 using the center-for-epidemiologic-studies-depression-scale (score ≥16). RHR was measured at the same study phase via electrocardiogram. Participants were assigned to 1 of 6 risk-factor-groups based on depression status (yes/no) and RHR categories (<60, 60–80, >80 bpm). Mean follow-up for mortality was 5.6 years.
Results
In mutually adjusted Cox regression models, depression (hazard ratio = 1.93 p<0.001) and RHR>80 bpm (hazard ratio = 1.67, p<0.001) were independent predictors of mortality. After adjustment for potential confounding and mediating variables, participants with both depression and high RHR had a 3.0-fold higher (p<0.001) risk of death compared to depression-free participants with RHR ranging from 60 to 80 bpm. This risk is particularly marked in participants with prevalent CHD.
Conclusions
This study provides evidence that the coexistence of depressive symptoms and elevated RHR is associated with substantially increased risk of death compared to those without these two factors. This finding raises the possibility that treatments that improve both depression and RHR might improve survival.
doi:10.4088/JCP.09m05901blu
PMCID: PMC3226937
PMID: 21208592
depression; resting heart rate and mortality
Background
We examined socioeconomic and ethnic differences in use of lipid-lowering drugs after deregulation of simvastatin in the UK for adults with moderate or high risk of coronary heart disease.
Methods
3631 participants in the Whitehall II cohort study (mean age 62.7 years, 91% white) were informed of their risk of coronary heart disease, based on Framingham score, before deregulation (2002–2004). Use of prescribed lipid-lowering drugs and use of over-the-counter simvastatin were analysed as outcome variables, after deregulation (2005–2007).
Results
2451 participants were at high risk and 1180 at moderate risk. 20% moderate-risk and 44% high-risk participants reported using prescribed lipid-lowering drugs although no over-the-counter simvastatin was used. Prescribing rates did not differ between employment grades (an index of socioeconomic position), but was higher among South Asian high-risk compared with White high-risk participants (odds ratio 1.64, 95% CI 1.21 to 2.23). Of the high-risk participants, 44% recalled their increased coronary heart disease risk. South Asian high-risk participants were less likely to recall than White high-risk participants (odds ratio 0.65, 95% CI 0.46–0.93). Furthermore, high risk participants with middle (odds ratio 0.74, 95% CI. 0.61–0.89) and low (odds ratio 0.52, 95% CI 0.37–0.74) employment grades were less likely to recall than those with high grades.
Conclusion
Socioeconomic and ethnic differences in reported use of lipid-lowering drugs were small, but the use of these drugs in general was much lower than recommended and the participants did not utilise over-the-counter statins. Ethnic minorities and lower socioeconomic position groups were less likely to be aware of their increased coronary risk.
doi:10.1016/j.atherosclerosis.2010.12.012
PMCID: PMC3249398
PMID: 21227420
statin; pharmacoepidemiology; cardiovascular risk; inequalities; socioeconomic position; ethnicity
Background
Although long working hours are common in working populations, little is known about the effect of long working hours on mental health.
Method
We examined the association between long working hours and onset of depressive and anxiety symptoms in middle-aged employees. Participants were 2960 full-time employees aged 44 to 66 (2248 men, 712 women) from the prospective Whitehall II cohort study of British civil servants. Working hours, anxiety and depressive symptoms, and covariates were measured at baseline (1997–1999) followed by two subsequent measurements of depressive and anxiety symptoms (2001 and 2002–2004).
Results
In prospective analysis of participants with no depressive symptoms (n=2549) or anxiety symptoms (n=2618) at baseline, Cox proportional hazard analysis adjusted for baseline covariates showed a 1.66-fold (95% CI 1.06–2.61) risk of depressive symptoms and a 1.74-fold (1.15–2.61) risk of anxiety symptoms among employees working more than 55 hours a week compared with employees working 35–40 hours a week. Sex-stratified analysis showed an excess risk of depression and anxiety associated with long working hours among women [hazard ratios 2.67 (1.07–6.68) and 2.84 (1.27–6.34)] but not men [1.30 (0.77–2.19) and 1.43 (0.89–2.30)].
Conclusions
Working long hours is a risk factor for development of depressive and anxiety symptoms in women.
doi:10.1017/S0033291711000171
PMCID: PMC3095591
PMID: 21329557
Work hours; depression; anxiety; overtime work; prospective
To assess whether two inflammatory markers, C-reactive protein (CRP) and interleukin-6 (IL-6), and change in their concentrations over 12 years, are associated with lung function (FVC and FEV1) 12 years after baseline. Data are from over 1,500 participants free from self-reported respiratory problems in a large-scale prospective cohort study of white-collar male and female civil servants. CRP and IL-6 measured at baseline (1991–1993) and follow-up (2002–2004) and FVC and FEV1, measured at follow-up. Results adjusted for sociodemographic and anthropometric characteristics, health behaviours, biological factors, chronic conditions and medications, and corrected for short-term variability in CRP and IL-6 concentrations. Higher baseline levels of CRP and IL-6 were strongly associated with lower FVC and FEV1, independent of potential confounders. A 10% increase serum CRP from baseline to follow-up was associated with lower values of FVC and FEV1 at follow-up, 4.7 and 3.0 ml, respectively. The corresponding values for a 10% increase in IL-6 were 12.6 ml for FVC and 7.3 ml for FEV1. Systemic low-grade inflammation is associated with only slightly poorer pulmonary function in a population free from self-reported respiratory problems 12 years earlier. These data provide evidence linking inflammation to adverse outcomes beyond cardiovascular disease. Interventions targeting inflammation may prevent lung function impairment.
doi:10.1007/s10654-010-9526-5
PMCID: PMC3199309
PMID: 21293970
Inflammation; Pulmonary function; Cohort study; Epidemiology