Trends in obesity differences by educational level in Spain

Factors contributing to educational differences in obesity among women: evidence from South Korea

Background

Obesity is more prevalent among less-educated women than highly-educated women around the world. However, little is known about the factors which cause this difference in obesity, and almost nothing is known about how the individual factors which explain differences in education among women alone contribute to obesity. In this study, we identified the factors which help explain the relationship between education and obesity in women, and quantified their separate contributions to obesity.

Methods

We analyzed information on 14,577 women aged 25 years or over using datasets from the Korea National Health and Nutrition Examination Survey (2010–2014). We divided the women into two education groups: women who had, at most, finished high school (less-educated women), and women who had college degrees and beyond (highly-educated women). Using an extended Oaxaca-Blinder method, we decomposed the difference in obesity prevalence between the two education groups into the contributions (%) due to two effects: composition effect and association effect.

Results

Obesity was more than twice as prevalent among the less-educated women (34.3%) than it was among the highly-educated women (16.0%). The composition effect—contribution of differences in the distribution of observed characteristics compared to that of the difference in obesity prevalence between the two education groups—was 38.2%. The association effect—contributions of differences in the estimated coefficients of characteristics compared to that of the difference in obesity prevalence between the two education groups—was 55.8%, of which lifestyle factors were the most important contributor (43.6%). Of the separate contributions of each factor, the association effect of the factor related to women’s stress exhibited the largest contribution (23.0%).

Conclusion

We suggest that to effectively mitigate the high prevalence of obesity among less-educated women, it may be necessary to help low-educated women who do not feel stressful develop strategies to combat their higher risk of obesity. We also suggest the need to conduct decomposition studies in countries which show significant relationships between education and obesity among women, and to create targeted policies to reduce this population’s overall risk of obesity.

Prevalence of malnutrition among children and women of reproductive age in Uruguay by socio-economic status and educational level

OBJECTIVE

To describe the magnitude and distribution of malnutrition in all forms (stunting, wasting, overweight and obesity) by level of education and socio-economic status (SES).

DESIGN

Representative data from three national surveys were used: the socio-economic characteristics of Uruguayan households the 2012-2013; the Survey of Child Health, Nutrition and Development and the Survey of Chronic Disease Risks. We defined overweight, obesity, wasting/underweight and stunting/short stature according to WHO criteria. We conducted a comparison between malnutrition prevalence values per SES and education level.

SETTING

In total, 1 183 177 households were surveyed, including 2265 children's and 752 women's households, forming a nationally representative sample in urban areas with more than 5000 habitants.

PARTICIPANTS

A total of 3079 children aged <4 years from the National Survey of Child Health, Nutrition and Development 2013 and 752 women aged 20-49 years from the National Survey of Chronic Disease Risks 2013 were included.

RESULTS

Among children aged <4 years, stunting and overweight disproportionately affected low-wealth groups, with 5·45 % of children in the lower income tertile and 3·44 % in the upper tertile presenting stunting (P < 0·05). Overweight and obesity were higher in the third tertile of income. Among the women, 54·8 % (95 % CI 48·0, 61·6) had excess weight (overweight and obesity) and significant differences were found between those with the lowest and highest levels of SES. Regarding excess weight with respect to educational level, significant differences were also found between the low and high levels and between the medium and high levels.

CONCLUSIONS

In Uruguay, there are slight differences in the prevalence of all forms of malnutrition according to SES and education levels in the populations considered. Excess weight in children and women poses the greatest public health nutritional challenge at all levels of SES and education. The fact that more educated mothers are more overweight differs from the findings in other countries and should be studied in more detail. Stunting in children is also important, requiring more focused interventions. Notably, excess weight is higher in more educated mothers, a fact that differs from other countries. Further analysis is important to understand this discrepancy.

Influence of Water Intake and Balance on Body Composition in Healthy Young Adults from Spain

The increasing prevalence of overweight and obesity has become an epidemic public health problem worldwide. In the last years, several investigations have suggested that water intake and retention could have important implications for both weight management and body composition. However, there is a lack of information about this issue globally, and mainly specifically in Spain. Thus, the aim of this study was to analyze the association between hydration status and body composition in a sample of healthy Spanish adults. The study involved 358 subjects, aged 18-39 years. The recently validated "hydration status questionnaire" was used to assess their water intake, elimination, and balance. Anthropometric measurements were performed according to the recommendations of the International Standards for Anthropometric Assessment (ISAK). Body composition variables were acquired by bioelectrical impedance analysis. Differences in anthropometric and body composition variables were assessed through the ANOVA test and considered significant at p < 0.05. Fluid intake was correlated with body water content. Inverse associations between water consumption, normalized by weight, with body weight, body fat mass, and waist circumference were found. Moreover, according to water balance, significant differences in body water content in females were observed. In conclusion, higher fluid intake seems to be related with a healthier body composition. Therefore, the improvement of water intake and water balance could be useful for overweight and obesity prevention, although further studies are needed to confirm the present findings.

Variation in the education gradient of body weight in contemporary China

Using data from the 1991–2009 China Health and Nutrition Surveys, this paper examines the temporal–spatial variation in the education gradient of body weight relative to height among Chinese adults, and how the variation is associated with levels of economic development. We find different variation patterns for men and women. For women, the education gradient in body weight shifted from being positive to being negative over time for China as a whole, as well as across regions with different levels of economic development. In contrast, for men, higher education remained consistently associated with higher body weight over the 18-year period studied in China as a whole, as well as across regions with different levels of economic development.

Disentangling effects of socioeconomic status on obesity: A cross-sectional study of the Spanish adult population

This paper complements previous estimations regarding socioeconomic inequalities in obesity for Spanish adults, and provides new evidence about the mechanisms through which socioeconomic status (SES) affects obesity. Microdata from the Spanish National Health Survey (SNHS) 2011-2012 are analysed. Corrected concentration indices (CCI) are calculated to measure inequality. Path analysis is employed to disentangle direct and indirect effects of SES on obesity, where dietary patterns, physical activity and sleep habits act as mediator variables. Multivariate logistic models are used to select those exogenous variables to be included in the path diagram. Men and women are analysed separately. Our results show significant pro-rich inequality in the distribution of obesity (the poorer the more obese), particularly for women (CCI=-0.070 for men, CCI=-0.079 for women). The indirect effects of SES on obesity (those transmitted via mediator variables) are quite modest (3.3% for males, 2.4% for females) due to three reasons. Firstly, dietary habits do not show a significant mediating effect. Secondly, the mediating effect of physical activity in leisure time, although significant (14% for males, 11.1% for females), is offset by that related to main activity. Finally, sleep habits contribution to total effect of SES on obesity is statistically significant but small (roughly 1%). Our results indicate that promoting physical activity in leisure time for those with a low SES, particularly for men, would contribute to prevent obesity and to reduce health inequalities. Promotion of adequate sleep habits for women with a low SES might have a similar effect. However, interventions aimed to reduce sedentarism related to main activity, although useful to prevent obesity, would amplify the obesity socioeconomic gradient. Since effects of SES are different for men and women, socioeconomic health inequalities should be addressed also from a gender perspective.

Socio-economic Differences in Risk Factors for Morbidity and Mortality in the European Community

Variations in the size of socio economic differences in smoking, excessive alcohol consumption, infrequent vegetable consumption and overweight in 11 EU countries were studied using survey data for 1987-1991. International variations were found for most risk factors. Most remarkable was the North-South pattern found for smoking among women, and for smoking and vegetable consumption among men, with small or even positive associations in France and the Mediterranean countries. These results provide indications about circumstances that influence socio-economic differences in risk factor prevalence and suggest that these differences are relevant for understanding the size of socio-economic health differences in different European countries.

Educational attainment and obesity: a systematic review

Although previous systematic reviews considered the relationship between socioeconomic status and obesity, almost 200 peer-reviewed articles have been published since the last review on that topic, and this paper focuses specifically on education, which has different implications. The authors systematically review the peer-reviewed literature from around the world considering the association between educational attainment and obesity. Databases from public health and medicine, education, psychology, economics, and other social sciences were searched, and articles published in English, French, Portuguese and Spanish were included. This paper includes 289 articles that report on 410 populations in 91 countries. The relationship between educational attainment and obesity was modified by both gender and the country's economic development level: an inverse association was more common in studies of higher-income countries and a positive association was more common in lower-income countries, with stronger social patterning among women. Relatively few studies reported on lower-income countries, controlled for a comprehensive set of potential confounding variables and/or attempted to assess causality through the use of quasi-experimental designs. Future research should address these gaps to understand if the relationship between educational attainment and obesity may be causal, thus supporting education policy as a tool for obesity prevention.

Socioeconomic patterning of childhood overweight status in Europe

There is growing evidence of social disparities in overweight among European children. This paper examines whether there is an association between socioeconomic inequality and prevalence of child overweight in European countries, and if socioeconomic disparities in child overweight are increasing. We analyse cross-country comparisons of household inequality and child overweight prevalence in Europe and review within-country variations over time of childhood overweight by social grouping, drawn from a review of the literature. Data from 22 European countries suggest that greater inequality in household income is positively associated with both self-reported and measured child overweight prevalence. Moreover, seven studies from four countries reported on the influence of socioeconomic factors on the distribution of child overweight over time. Four out of seven reported widening social disparities in childhood overweight, a fifth found statistically significant disparities only in a small sub-group, one found non-statistically significant disparities, and a lack of social gradient was reported in the last study. Where there is evidence of a widening social gradient in child overweight, it is likely that the changes in lifestyles and dietary habits involved in the increase in the prevalence of overweight have had a less favourable impact in low socio-economic status groups than in the rest of the population. More profound structural changes, based on population-wide social and environmental interventions are needed to halt the increasing social gradient in child overweight in current and future generations.

Ten-year trends in overweight and obesity in the adult Portuguese population, 1995 to 2005

BACKGROUND

There is little information regarding the trends in body mass index (BMI) and obesity in the overall Portuguese population, namely if these trends are similar according to educational level. In this study, we assessed the trends in the prevalence of overweight and obesity in the Portuguese population, overall and by educational level.

METHODS

Cross-sectional national health interview surveys conducted in 1995-6 (n = 38,504), 1998-9 (n = 38,688) and 2005-6 (n = 25,348). Data were derived from the population and housing census of 1991 and two geographically-based strata were defined. The sampling unit was the house, and all subjects living in the sampling unit were surveyed. Height and weight were self-reported; the effects of gender, age group and educational level were also assessed by self-reported structured questionnaires. Bivariate comparisons were performed using Chi-square or analysis of variance (ANOVA). Trends in BMI levels were assessed by linear regression analysis, while trends in the prevalence of obesity were assessed by logistic regression.

RESULTS

Mean (±standard deviation) BMI increased from 25.2 ± 4.0 in 1995-6 to 25.7 ± 4.5 kg/m² in 2005-6. Prevalence of overweight remained stable (36.1% in 1995-6 and 36.4% in 2005) while prevalence of obesity increased (11.5% in 1995-6 and 15.1% in 2005-6). Similar findings were observed according to age group. Mean age-adjusted BMI increase (expressed in kg/m²/year and 95% confidence interval) was 0.073 (0.062, 0.084), 0.016 (0.000, 0.031) and 0.073 (0.049, 0.098) in men with primary, secondary and university levels, respectively; the corresponding values in women were 0.085 (0.073, 0.097), 0.052 (0.035, 0.069) and 0.062 (0.038, 0.084). Relative to 1995-6, obesity rates increased by 48%, 41% and 59% in men and by 40%, 75% and 177% in women with primary, secondary and university levels, respectively. The corresponding values for overweight were 6%, 1% and 23% in men and 5%, 7% and 65% in women.

CONCLUSION

Between 1995 and 2005, obesity increased while overweight remained stable in the adult Portuguese population. Although higher rates were found among lesser educated subjects, the strong increase in BMI and obesity levels in highly educated subjects is of concern.

Marital status and educational level associated to obesity in Greek adults: data from the National Epidemiological Survey

Background

Obesity is an important public health issue and its prevalence is reaching epidemic proportions in both developed and developing countries. The aim of the present study was to determine associations of overweight (OW), obesity (OB) and abdominal obesity (AO) with marital status and educational level in Greek adults of both genders based on data from the National Epidemiological Survey on the prevalence of obesity.

Methods

The selection was conducted by stratified sampling through household family members of Greek children attending school during 2003. A total of 17,341 Greek men and women aged from 20 to 70 years participated in the survey and had anthropometric measurements (height, weight, and waist circumference) for the calculation of prevalence of OW, OB and AO. WHO cut-offs were used to define overweight and obesity categories. Waist circumference of more than 102 cm in men and 88 cm in women defined AO. Marital status and educational level were recorded using a specially designed questionnaire and were classified into 4 categories.

Results

The overall prevalence of OB was 22.3% (25.8% in men, 18.4% in women), that of OW 35.2% (41.0% in men, 29.8% in women) and that of AO 26.4% in men and 35.9% in women. Ahigher risk of OB was found in married men (OR: 2.28; 95% CI: 1.85-2.81) and married women (OR: 2.31; 95% CI: 1.73-3.10) than in the respective unmarried ones. Also, a higher risk of AO was found in married men (OR: 3.40; 95% CI: 2.86-4.03) and in married women (OR: 2.40; 95% CI 2.00-2.88) compared to unmarried ones. The risk for being obese was lower among educated women (primary school, OR: 0.76; 95% CI: 0.60-0.96, high school, OR: 0.58; 95% CI: 0.46-0.74 and University, OR: 0.64; 95% CI: 0.49-0.81) than among illiterates. No significant differences were found among men.

Conclusions

In Greek adults, marital status was significantly associated with obesity and abdominal obesity status in both genders while educational level was inversely associated with obesity status only in women.

Changes of overweight and obesity in the adult Swiss population according to educational level, from 1992 to 2007

Background

In many high income developed countries, obesity is inversely associated with educational level. In some countries, a widening gap of obesity between educational groups has been reported. The aim of this study was to assess trends in body mass index (BMI) and in prevalence of overweight and obesity and their association with educational level in the adult Swiss population.

Methods

Four cross-sectional National health interview surveys conducted in 1992/93 (n = 14,521), 1997 (n = 12,474), 2002 (n = 18,908) and 2007 (n = 17,879) using representative samples of the Swiss population (age range 18-102 years). BMI was derived from self-reported data. Overweight was defined as BMI ≥ 25 and <30 kg/m², and obesity as BMI ≥ 30 kg/m².

Results

Mean (± standard deviation) BMI increased from 24.7 ± 3.6 in 1992/3 to 25.4 ± 3.6 kg/m² in 2007 in men and 22.8 ± 3.8 to 23.7 ± 4.3 kg/m² in women. Between 1992/3 and 2007, the prevalence of overweight + obesity increased from 40.4% to 49.5% in men and from 22.3% to 31.3% in women, while the prevalence of obesity increased from 6.3% to 9.4% in men and from 4.9% to 8.5% in women. The rate of increase in the prevalence of obesity was greater between 1992/3 and 2002 (men: +0.26%/year; women: +0.31%/year) than between 2002 and 2007 (men: +0.10%/year; women: +0.10%/year). A sizable fraction (~25%) of the increasing mean BMI was due to increasing age of the participants over time. The increase was larger in low than high education strata of the population. BMI was strongly associated with low educational level among women and this gradient remained fairly constant over time. A weaker similar gradient by educational level was apparent in men, but it tended to increase over time.

Conclusion

In Switzerland, overweight and obesity increased between 1992 and 2007 and was associated with low education status in both men and women. A trend towards a stabilization of mean BMI levels was noted in most age categories since 2002. The increase in the prevalence of obesity was larger in low education strata of the population. These findings suggest that obesity preventive measures should be targeted according to educational level in Switzerland.

Super size Spain? A cross-sectional and quasi-cohort trend analysis of adult overweight and obesity in an accelerated transition country

Excess weight is becoming widespread in Spain due to changes in nutritional habits and lifestyles. Previous studies on this issue have focused on specific Spanish regions, subpopulations or relatively short time spans. This study analysed sex, age and cohort trends in the prevalence of adult overweight and obesity over the last two decades by applying a demographic methodology. Data came from the Spanish National Health Surveys that were held between 1987 and 2006. The respondent's demographic characteristics and self-reported height and weight were aggregated to a single dataset in order to analyse changes in weight and BMI by age and sex, over time and within and between quasi birth-cohorts. After correcting for sample bias and coding errors a total sample of about 100,000 subjects aged 20-79 was obtained. The results show that between 1987 and 2006 adult males and females increased their average weight by 8.2% and 2.8%, respectively. While among younger adults this is partly explained by height increases, prevalence in excess weight increased among 50- to 79-year-old males. Persons of the same 10-year age group but of a more recent 10-year quasi birth-cohort had a BMI that was 0.2-0.8 points higher. BMI increases were lower for women and mainly affected 60-79 year olds. In fact, even decreases were observed for 40- to 49 and 50- to 59-year-old women. Potential explanatory factors are discussed.

Obesidad y pobreza: marco conceptual para su análisis en latinoamérica

La obesidad tiene una etiología multifactorial en la que los factores de mayor fuerza se relacionan con los estilos de vida. El incremento tan abrupto de la obesidad y su gran extensión obedecen principalmente a cambios importantes en la alimentación de la población, al patrón de actividad física y a otros factores de índole sociocultural, todo lo cual se ha manifestado en un proceso de transición nutricional. Las tendencias de aumento y de las diferencias sociales en la obesidad, hacen que las minorías y aquellos estratos de la población con menor nivel educativo y socioeconómico puedan ser los más afectados. En los pobres la obesidad se asocia, entre otros, a episodios de desnutrición en la edad temprana, incluso durante la vida intrauterina, a factores alimentarios, socioculturales y de género. La relación entre la obesidad y la condición socioeconómica es muy variable y compleja, ya que la asociación es diferente en contextos socioeconómicos distintos y puede quedar disimulada por varios factores (ejercicio físico, dieta, factores psicológicos, herencia, factores socioculturales) que influyen en la asociación. Tanto el nivel socioeconómico podría condicionar la presencia de obesidad, como la obesidad podría tener consecuencias sociales en el individuo (si la movilidad social es el factor más relevante, es la obesidad la que condicionaría la posición social del individuo). Los argumentos tratados son suficientes para justificar la importancia del problema en Latinoamérica. De esta manera, debe representar un desafío, principalmente para investigadores y aquellos que toman decisiones, traducible en priorizar la obesidad en condiciones de pobreza.

Lifestyle factors associated with BMI in a Spanish graduate population: the SUN Study

OBJECTIVE

To study the association between BMI and lifestyle factors such as alcohol consumption, smoking habits, education level and marital status in a Spanish graduate population.

METHOD

Cross-sectional analysis of 8,706 participants (3,643 men and 5,063 women) from the Seguimiento Universidad de Navarra (SUN) Study, an ongoing dynamic cohort study in Spain. Data on body weight, height and sociodemographic characteristics, and lifestyle habits were collected with self-administered validated questionnaires.

RESULTS

Among older participants (above sex-specific median age), educational level was a factor independently associated with BMI. University graduates with a lower educational level (3-year college degree or 5-year university degree) had a significantly higher BMI than those with doctorate which requires, at least, 8 years of university studies in Spain. Mean BMI was significantly higher among past smokers than among never smokers. Alcohol consumption, marital and smoking status were associated with BMI only among men.

CONCLUSION

In a study whose members were all university graduates, several factors were independently associated with a higher BMI, such as less years of higher education, past smoking, marital status and higher alcohol consumption.

The relationship between body mass index and lifestyle in a Brazilian adult population: a cross-sectional survey

This study focused on adult obesity prevalence in Goiânia, Goiás State, Brazil, and the association between socio-demographic variables, lifestyle, physical activity, eating habits, and food consumption frequency and body mass index (BMI). A cross-sectional study was conducted in 2001 with a sample of 1,252 individuals from 20 to 64 years of age. The association between socio-demographic variables, lifestyle, food consumption, and physical activity and BMI was evaluated by hierarchical multiple linear regression analysis. Obesity prevalence was 10.7% in men and 13.9% in women. In males, age, income, and meat consumption showed a positive association with BMI, while physical activity during leisure time and commuting and the habit of eating > 4 meals per day were inversely associated with BMI. In women, positively associated factors were age, no smoking, and no meat consumption; in contrast, consumption of grains was inversely associated with BMI. High obesity prevalence was observed; active lifestyle coupled with ingestion of more grains and less meat appeared to protect against increased BMI.

Widening of a social gradient in obesity risk? German national health surveys 1990 and 1998

OBJECTIVE

Whether differences in obesity prevalences across social status levels have widened remains controversial.

METHODS

We used German national health surveys (1990-1992 and 1998, n = 7,466 and 5,583, age 25-69 years) to estimate obesity prevalences and its associations with calendar year, age (25-39, 40-60, and 61-69), and educational level (low, middle, and high), as well as an interaction term (year x educational level) in men and women. We used multiple regression models, considering the sample design.

RESULTS

Obesity prevalence in 1990 and 1998 was 18.1 (95% CI 16.5-19.7) and 19.9 (18.2-21.6) in men and 20.9 (19.2-22.6) and 21.6 (19.3-23.7) in women, with statistically significantly higher prevalences in higher age and lower education. A statistically significant increase of obesity prevalence was present only in men after adjustment for age and education. The increase seems to be highest in high-educated subjects. However, interaction was not statistically significant, except in middle compared to high-educated men (OR 0.67; 0.47-0.96).

CONCLUSIONS

Obesity prevalence increased only moderately in Germany between 1990-1992 and 1998. There was a tendency of reduction of the social gradient in obesity instead of a widening.

BMI may overestimate the prevalence of obesity among women of lower socioeconomic status

OBJECTIVE

Our objective was to examine gender differences in height and weight associated with socioeconomic status (SES) and the consequent effect on body mass index in a multiethnic society.

RESEARCH METHODS AND PROCEDURES

A cross-sectional study, the First Israeli National Health and Nutrition Survey, was performed on a representative population sample of 3246 adults 25 to 64 years of age, between the years 1999 to 2001. Height and weight were measured, and BMI and other weight-height indices were calculated. SES was assessed by income and education.

RESULTS

Age-adjusted height was significantly lower at lower levels of SES among both women and men (p<0.001). As opposed to men, women of lower SES were heavier than those of higher SES, and the mean age-adjusted weight was 4.6 kg higher among those of lower SES (p<0.001). Thus, using the standard index of BMI, the prevalence of obesity was significantly higher among shorter women.

DISCUSSION

In this group of Israeli adults, the unfavorable effect of low SES on BMI was evident among women, partly due to their decreased height combined with increased weight common in this socioeconomic sector. Since BMI is only partly independent of height, it may overestimate the prevalence of obesity among women of lower SES. Alternative measures for classifying obesity in the lower SES groups that put less emphasis on height may be considered and studied.

Lifestyle correlates of anthropometric estimates of body adiposity in an Italian middle-aged and elderly population: a covariance analysis

OBJECTIVE

To study the relationship between behavioural factors, body adiposity and muscle mass.

SUBJECTS AND METHODS

A total of 1415 Italian individuals (705 men and 710 women) aged 40-74 years from a population-based survey carried out in the town of Bollate (Milan). Analysis of covariance was used to refine and improve the precision of the comparisons.

RESULTS

Men: Smoking and sedentary behaviour were related to larger waist circumference (WC) and smaller hip circumference (HC). Increased WC was also associated with high-fat diet and moderate-to-heavy drinking (compared to light drinkers). Those more educated (completed high school) were leaner and ex-smokers had higher body mass index (BMI) than non-smokers. Women: BMI was inversely related with education, the more educated having also lower muscle mass. The light drinkers were leaner and moderate-to-heavy drinkers had less muscle mass than abstainers. Moderate-to-heavy drinkers had larger WC than light drinkers. A strong negative trend was found in the relationship between dietary fibre and WC. Overall adiposity (BMI) and, more weakly, HC and peripheral subcutaneous fat increased with more TV watching, whereas BMI lowered, together with WC and muscle mass (as measured by the mid-arm circumference), with more walking/cycling.

CONCLUSIONS

Modifiable habits such as smoking (men) and moderate-to-heavy alcohol drinking are associated with a pattern that is particularly deleterious to health: increased intra-abdominal fat and less muscle mass. Prevention strategies should be simultaneously aimed at promoting physical activities and reducing sedentary behaviours. A low-fat, fibre-rich diet seems to be closely related to a healthy distribution of body fat.

Trends in overweight and obesity in Portugal: the National Health Surveys 1995-6 and 1998-9

OBJECTIVE

To assess overweight and obesity trends in the Portuguese population.

RESEARCH METHODS AND PROCEDURES

National Health Surveys, conducted in 1995-6 (17,989 men; 20,249 women) and 1998-9 (17,923 men; 20,302 women), were used.

RESULTS

In men, the prevalence of overweight and obesity increased from 39.9% (95% CI: 39.2 to 40.6) and 10.3% (95% CI: 9.9 to 10.7), respectively, in 1995-6, to 42.5% (95% CI: 41.8 to 43.2) and 11.5% (95% CI: 11.0 to 12.0), respectively, in 1998-9. In women, prevalence of obesity increased from 12.7% (95% CI: 12.2 to 13.2) in 1995-6 to 14.2% (95% CI: 13.7 to 14.6) in 1998-9, whereas the prevalence of overweight remained stable: 32.2% (95% CI: 31.6 to 32.9) in 1995-6 and 32.3% (95% CI: 31.6 to 32.9) in 1998-9. In men, prevalence of overweight and obesity were higher among former smokers and educational group of 6 to 12 years, and prevalence of obesity was higher in the Lisbon region. In women, prevalence of overweight and obesity were higher among never smokers, and prevalence of obesity was higher among educational group of -6 years. Prevalence of obesity was higher in the Alentejo region, and overweight was higher in the Center region. Finally, prevalence of obesity increased in both sexes for all strata studied (age, smoking status, educational level, and geographic region), whereas prevalence of overweight increased only in men.

DISCUSSION

In Portugal, overweight and obesity levels are related to sociodemographic factors; the increase in obesity levels stresses the need for preventive measures.

Vigilancia de los factores de riesgo de las enfermedades no transmisibles mediante encuesta telefónica: resultados de la Comunidad de Madrid en el período 1995-2003

OBJECTIVE

To illustrate -for the first time with Spanish data- the usefulness of telephone-interview-based surveillance of non-communicable diseases risk factors for the purpose of drawing up public health policies.

METHODS

We analysed information from the Non-Communicable Disease Risk Factor Surveillance System (Sistema de Vigilancia de Factores de Riesgo asociados a Enfermedades No Transmisibles- SIVFRENT) for the period 1995-2003. This system is based on monthly telephone interviews covering a representative population sample, aged 18-64 years. 18,049 interviews were conducted for the whole period. Indicators of overweight and obesity, sedentary lifestyle, diet, tobacco and alcohol consumption, preventive practices, accidents and injuries, and road safety were calculated. The time trend was estimated using average annual prevalence ratios, obtained from generalised linear models with binomial family and logarithmic link.

RESULTS

Among men, the changes of greatest magnitude corresponded to an increase in overweight and obesity, which registered a relative annual rise of 3.7%, and a decrease in dieting (-3%), high alcohol consumption (-6.1%) and non-use of safety belts (-4%). Among women, there was a marked increase in overweight and obesity (3.3%), cessation of smoking (3.1%) and recourse to mammograms (6.4%), and a decrease in dieting (-4.1%) and non-use of safety belts (-4.5%).

CONCLUSIONS

Although important progress was observed in a number of indicators, such as tobacco and alcohol consumption, road safety and the undertaking of preventive practices, the situation worsened in others, i.e., fundamentally the increase in overweight and obesity.

Micro-environmental and socio-demographic determinants of childhood obesity

AIM

To review the available data in Spain about the socio-demographic and home environmental determinants in children and adolescents.

METHOD

Review of the main studies conducted in Spain that have analysed the relationship between overweight and socio-economic and environmental determinants in children and adolescents.

RESULTS

In children aged 6-7 y from Aragon (Spain), the socio-demographic determinants of childhood overweight were size of municipality, year of examination, gender, and province; in adolescents aged 13-14 y, the socio-demographic determinants were year of examination, type of school, size of municipality, gender, and province; overweight showed a significant positive main effect with public schools and low municipality size. In a nationally representative sample of Spanish adolescents from 13 to 18.5 y (AVENA Study), there was a significant relationship between overweight and socio-economic status in males but not in females; in males, the lowest overweight prevalences were observed in both extreme socio-economic groups; moreover, overweight prevalences increased when socio-economic status decreased, from the high to the medium-low socio-economic group. The studied variables related with family environment did not show any significant effect in overweight prevalence.

CONCLUSION

Better knowledge of the relationship between social class and childhood obesity would lead to clearer hypotheses for the relationship in adults and might improve the preventive measures by identifying children at risk.

Obesity and socioeconomic position measured at three stages of the life course in the elderly

OBJECTIVE

To investigate the association between socioeconomic position, measured at three stages of the life course, and obesity in the elderly.

DESIGN

Cross-sectional study carried out in 2000-2001.

SUBJECTS

In total, 4009 subjects aged 60 y and older, representative of the Spanish noninstitutionalised population.

RESEARCH METHODS AND PROCEDURES

We estimated body mass index (BMI) and waist circumference (WC) by social class in childhood, by educational level and by adult social class, as well as the association between these two obesity measures and each socioeconomic characteristic after adjusting for the other two.

RESULTS

In men, no relation was found between the two measures of obesity studied and socioeconomic circumstances throughout the life course. Nor was any relation found in women between social class in childhood and the two measures of obesity after adjusting for the other two socioeconomic variables. In contrast, BMI and WC in women showed a statistically significant inverse gradient with educational level and with adult social class after adjusting for age and the rest of the socioeconomic variables.

CONCLUSIONS

In general, these results support the small amount of existing evidence on the association between obesity and abdominal obesity and socioeconomic position by educational level and adult social class. The results for social class in childhood do not support the existing evidence, and suggest that this association may depend on specific historic and cultural circumstances.

[The changing relationship between education and risk of obesity in Brazil (1975-1997)]

Based on three comparable surveys conducted in the last quarter of the 20th century in the most heavily populated areas of Brazil, a substantial change was observed in the secular trend towards obesity based on levels of schooling in the population. While during the first period (1975-1989) there was an increasing risk of obesity for all levels of schooling, with the greatest upward trend for men and women with more schooling, during the second period (1989-1997) the increase in obesity was the greatest for individuals with no schooling, along with a stabilization or even decrease in this condition among groups of females with medium or higher education. As a result of the upward trend, the positive relationship decreased between schooling and risk of obesity in men, and the inverse relationship already observed in the female population was further increased. The main potential implications of these findings are for public health.

The size of obesity differences associated with educational level in Spain, 1987 and 1995/97

OBJECTIVE

To determine the size of obesity differences associated with educational level in the adult population in Spain.

DESIGN

Three cross sectional studies representative of the adult population in Spain were carried out in 1987, 1995, and 1997.

SETTING

The general population in Spain.

PARTICIPANTS

11 461 men and 10 219 women aged 25 to 64 years.

MAIN RESULTS

For both men and women the obesity prevalence was highest in those with elementary education. In 1987 the obesity prevalence proportion associated with less than third level education (PA) was 24.5% (95% CI 6.0 to 42.8) and 47.9% (15.7 to 71.8) in men and women, respectively. The PAs in 1995/97 were 19.8% (0.2 to 40.2) and 55.1% (21.3 to 72.8).

CONCLUSIONS

In 1995/97 the burden of obesity associated with less than third level education was 20% in men and 55% in women aged 25 to 64 years. Between 1987 and 1997 the obesity prevalence proportion associated with less than third level education increased in women and decreased in men.

Comparing social inequalities in health in Spain: 1987 and 1995/97

To evaluate the trend in social inequalities in health in Spain between 1987 and 1995/97, we carried out a secondary analysis of the Spanish National Interview Surveys from 1987, 1995 and 1997. We studied less-than-good perceived general health and four chronic conditions--heart disease, diabetes mellitus, chronic bronchitis/asthma and allergies--by social class and educational level in men and women aged 25-74 years. Among men, the age-adjusted prevalence rate ratio of less-than-good perceived general health by social class decreased from 1.32 to 1.23 between 1987 and 1995,97: however, the prevalence rate ratio by educational level increased from 1.47 to 1.57. Among women, the prevalence rate ratio of less-than-good perceived general health increased between the first and second period as much by social class from 1.18 to 1.26, as by educational level--from 1.59 to 1.66. For heart disease the age-adjusted prevalence rate ratio by social class among men was 1.12 in 1987 and 0.72 in 1995/97, while the prevalence rate ratio by educational level was around I in both periods, among women, the prevalence rate ratio for heart disease by social class was the same in 1987 and in 1995/97, but the prevalence rate ratio by educational level increased between the first and second period. For diabetes mellitus and chronic bronchitis/asthma, the prevalence rate ratio increased by social class and educational level between the first and second period in both men and women. Finally, the prevalence rate ratio for allergies was always < 1, although its magnitude increased between 1987 and 1995/97. In general, health inequalities were larger by educational level than by social class and were larger in women than in men. Inequalities in perceived general health, diabetes mellitus and chronic bronchitis/asthma increased in Spain between 1987 and 1995/97.

Trends in overweight and obesity in middle-aged subjects from southwestern France, 1985-1997

The trends in overweight and obesity between 1985 and 1997 were assessed in southwestern France using data from three independent, cross-sectional representative samples of the population aged 35-64 y: 678 men and 645 women in 1985-1987, 586 men in 1989-1991, and 614 men and 569 women in 1995-1997. Men had higher rates of overweight, whereas prevalence rates for obesity were similar between genders. In men, prevalence rates for overweight and obesity were respectively 50 and 10% in 1985-1987, 49 and 13% in 1989-1991, and 50 and 13% in 1995-1997; in women, prevalence rates were respectively 26 and 11% in 1985-1987 and 25 and 11% in 1995-1997; only the prevalence of obesity increased significantly in men. In both genders, prevalence rates of overweight and obesity increased with age group. We conclude that overweight and obesity have remained relatively stable in southwestern France, but the reasons for such a stability remain to be assessed.

Associations of body mass index and obesity with physical activity, food choices, alcohol intake, and smoking in the 1982-1997 FINRISK Studies

BACKGROUND

Recent increases in the prevalence of obesity worldwide are suggested to be caused largely by an environment that promotes sedentariness and excessive food intake.

OBJECTIVE

We investigated associations of body mass index (BMI) and obesity with physical activity, food choices, alcohol consumption, and smoking history. In addition, we examined the consistency of these associations over time, with the aim of assessing whether the significance of lifestyle variables as correlates of obesity increased over a 15-y period.

DESIGN

Independent cross-sectional surveys were carried out in 1982, 1987, 1992, and 1997. Altogether, 24604 randomly selected men and women (aged 25-64 y) participated in these surveys. The subjects' weights and heights were measured, and data on lifestyle were collected with self-administered questionnaires.

RESULTS

In men and women, perceived general health, leisure-time physical activity, and daily vegetable consumption were inversely associated with obesity, as were bread consumption in women and activity at work in men. Consumption of sausages, milk, and sour milk and heavy work (in women only) were positively associated with obesity. Obesity was also associated with alcohol consumption and smoking history. Most associations were constant over the 15-y period. However, the inverse associations of BMI with physical activity in women and with perceived health in men seemed to strengthen over time.

CONCLUSIONS

A physically active lifestyle with abstention from smoking, moderate alcohol consumption, and consumption of healthy foods maximizes the chances of having a normal weight. The significance of avoiding sedentariness increases over time as a factor associated with normal weight.

Changes in the prevalence of overweight and obesity and their risk factors in Spain, 1987-1997

BACKGROUND

The aim of this study was to examine the relationship of the changes in the prevalence of overweight and obesity with the changes in some of their risk factors in Spain from 1987 to 1997.

METHODS

Data were obtained from three interview-based health surveys, covering representative samples of the noninstitutionalized Spanish population aged 16 years and over and undertaken in 1987 (n = 17,434), 1995 (n = 4,736), and 1997 (n = 4,678). To compensate for the different sample sizes, the 1995 and 1997 surveys were combined. Risk factors for obesity and overweight considered in this study were age, educational level, physical activity at work, physical activity during leisure time, tobacco use, alcohol consumption, and civil status. Data analysis was performed with logistic regression.

RESULTS

The prevalence of overweight and obesity (body mass index >or= 25 kg/m(2)) rose from 35.6% in 1987 to 40.9% in 1995/1997 among women and from 47.1 to 56.2% among men. In the period 1987-1995/1997, the proportion of persons with secondary or university education increased by 11.3% in women and 10.8% in men. Similarly, the prevalence of intense or regular leisure-time physical activity increased by 5.7 and 6.2% in women and men, respectively. The remaining risk factors for overweight and obesity registered no substantial change in prevalence over the study period. The prevalence of overweight and obesity expected in 1995/1997, had educational level and leisure-time physical activity been the same as in 1987, is higher than the observed figures; for educational level, expected figures are 7.3 and 1.4% higher than those observed among women and men, respectively, while for leisure-time physical activity corresponding values are 2.8 and 1.6%.

CONCLUSIONS

The rise in the prevalence of overweight and obesity in Spain from 1987 to 1997 may have been attenuated by an increase in leisure-time physical activity and by an improvement in educational level, particularly among women. The contribution to overweight and obesity trends attributable to physical activity at work or to tobacco and alcohol consumption appears to be small or null.

Secular trends in body mass index by birth cohort in eastern Finland from 1972 to 1997

OBJECTIVE

To describe changes in body mass index (BMI) with age over a 25 y period, and to investigate whether those changes differed by birth cohort, gender or education.

DESIGN

Six cross-sectional population surveys repeated in eastern Finland every fifth year between 1972 and 1997. Synthetic birth cohorts were created by dividing subjects into twelve 5 y groups according to birth year.

SUBJECTS

Independent random samples from the national population register including men and women aged 25-64 y, the final sample comprising 18 439 men and 19 501 women. The oldest birth cohort included subjects born in 1913-1917 and the youngest were born in 1968-1972.

MEASUREMENTS

Weight and height were measured, and data on educational level were collected by a self-administered questionnaire.

RESULTS

A BMI increase with age was more prominent in women (4.2 kg/m(2) in 25 y) than in men (3.3 kg/m(2) in 25 y), and was very similar in all birth cohorts. In men, the BMI increase with age varied across cohorts. Among birth cohorts participating in each survey, the BMI increase over the 25 y period was most prominent (3.9 kg/m(2) in 25 y) in men born between 1943 and 1947. Among all birth cohorts, the strongest upward trend (0.2 kg/m(2) per year) was observed in men born between 1953 and 1957.

CONCLUSIONS

Weight gain with age has remained unchanged in women over the 25 y period, whereas in men, the younger the birth cohort, the more prominent was the BMI increase with age.

Obesity and body mass index in Spain: the 'single population' theory revisited

OBJECTIVE

The 'single population' theory suggests that the distribution of body mass index (BMI) moves up and down as a whole. We test directly whether this theory is valid among the adult population within one country over time, by examining the association between median BMI and the prevalence of obesity in the adult population of Spain's 17 regions between 1987 and 1993.

DESIGN AND SETTING

Ecological study using data from two national health surveys.

SUBJECTS AND INTERVENTIONS

Self-reported weight and height for persons aged 20-64 y were drawn from representative Spanish-population samples from two similar National Health Surveys carried out in 1987 (n = 20 705) and 1993 (n = 15 490).

MAIN OUTCOME MEASURES

Correlation and linear regression between the difference in median BMI and the difference in the prevalence of obesity (BMI > or = 30 kg/m(2)) between 1987 and 1993.

RESULTS

Between 1987 and 1993 the change in median BMI was in general strongly correlated with the change in the prevalence of obesity (r = 0.85; P < 0.001). The correlation is greater in women, persons over 45 y, and those with lower educational levels. Between 1987 and 1993 each unit of increase in median BMI is associated with an absolute increase of 5.1% (95% CI 3.3-6.8%) in the prevalence of obesity.

CONCLUSIONS

The single population hypothesis holds true among the adult population within a whole country over time. This could be useful for monitoring and understanding the prevalence of obesity within a population.

Sociodemographic factors and trends on overweight prevalence in children and adolescents in Aragón (Spain) from 1985 to 1995

From 1985 to 1995, the Aragón School Health Examination Surveys staff has surveyed the whole population of children (age 6-7 years) and adolescents (age 13-14 years). A total of 90,997 children (age 6-7 years) were examined in the nine cross-sectional surveys conducted between 1985 and 1995. A total of 106,284 adolescents (age 13-14 years) were also examined. We defined overweight when the body mass index was > or = 95th percentile. The measure of association between overweight and the other variables studied was the odds ratio, which was calculated by logistic regression. In the children and adolescents studied, the probability to be overweight was higher in the rural than in the urban areas. In the adolescents, the probability to be overweight was higher in the public than in the private schools. Our results also show a significant increase in the prevalence of overweight children in the region of Aragón (Spain) during the 1985-1995 decade, especially in males. Prevention of overweight in the populations at risk would help reduce social inequality in health, a major challenge for public health policy.

Time spent watching television, sleep duration and obesity in adults living in Valencia, Spain

OBJECTIVE

To analyse the association of time watching television (TV) and physical activity with obesity in the Mediterranean area of Spain with the highest prevalence of obesity.

DESIGN

Cross-sectional study.

SETTING

Valencia Region in Spain.

PARTICIPANTS

A representative sample of 814 men and 958 women, aged 15 y and older, participating in a Health and Nutrition Survey conducted in 1994.

MEASUREMENTS

Height and weight were directly measured during home interviews. The outcome measure was obesity, defined as a body mass index > or = 30 kg/m2. Covariates were self-reported hours of TV viewing, physical activity habits, sleeping duration, age, gender, educational level, smoking and marital status. Prevalence odds ratios (POR) estimated by logistic regression were used as effect measures.

RESULTS

Obese people reported to spend more time watching TV (mean +/- s.d.: 3.6 +/- 1.5 h/day) than non-obese ones (3.0 +/- 1.4 h/day), and less sleeping time. In multivariate analysis, obesity was associated with TV viewing, sleeping time and physical activity at work. People watching TV > 4 h/day showed a higher adjusted prevalence odds ratio of obesity, POR = 2.38 (95% confidence interval, 1.54-3. 69), compared with those watching TV < or = 1 h/day. People who reported to sleep > or = 9 h/day presented a lower POR of obesity than those sleeping < or = 6 h/day, POR = 0.43 (0.27-0.67). Statistically significant dose-responses were observed for both associations, so that the prevalence odds ratio of obesity was 30% higher for each hour of increased TV viewing and 24% lower for each additional hour of sleeping time. In addition, the prevalence of obesity was lowest among single people, those more physically active at work, and those with a high educational level.

CONCLUSION

Time spent watching television and a low physical activity at work were related to obesity in adults. The inverse association between obesity and sleep duration deserves further research.

Increasing prevalence of overweight and obesity among Spanish adults, 1987-1997

OBJECTIVE

To study the trend in the prevalence of obesity and overweight in Spanish men and women 25-64 y of age between 1987 and 1997.

DESIGN

Cross-sectional surveys of representative samples of the non-institutionalized population in Spain in 1987, 1995 and 1997.

SUBJECTS

14,676 and 7004 adults aged 25-64 who were representative of the Spanish population in 1987 and 1995/1997.

MEASURES

Body mass index (BMI) calculated from self-reported weight and height. Overweight is defined as BMI = 27-29.9 kg/m2 and obesity as BMI > or = 30 kg/m2.

RESULTS

Between 1987 and 1995/97, the prevalence of overweight in the Spanish population aged 25-64 increased by 2.2% (P < 0.01); the increase was greater in men (3.8%; P < 0.01) than in women (0.6%; P > 0.05). The largest increases in the prevalence of overweight were seen in men (5.2%; P < 0.01) and women (2.3%; P < 0.05) aged 25-34. During the same period, the prevalence of obesity increased by 3.9% (P < 0.01), 4.6% in men (P < 0.01) and 3.2% in women (P < 0.01). The largest increases were seen in men aged 45-54 (6.5%, P < 0.01) and in women aged 25-34 (2.2%, P < 0.05). By educational level, the prevalence of overweight increased significantly in men with fewer than 12 y of education (4.7%, P < 0.01). Obesity increased by 4.6% (P < 0.01) and by 4.9% (P < 0.01) in men and women with fewer than 12 y of education, respectively.

CONCLUSIONS

The prevalence of overweight and obesity is increasing in Spain, the same as it is in other developed countries. The increase, which is found in most age and sex groups in the population, especially affects middle-aged men, young women and persons with lower educational level. The causes of the increase in the prevalence of overweight and obesity are likely to be multifactorial.

Age, education and occupation as determinants of trends in body mass index in Finland from 1982 to 1997

OBJECTIVE

To investigate trends in body mass index (BMI) and prevalence of obesity among adults in Finland from 1982 to 1997, and to identify population groups with increasing obesity.

SUBJECTS

Random samples from the national population register including men and women aged 25-64 y (n = 24604, total).

DESIGN

Four cross-sectional surveys carried out in three areas in Finland every fifth year since 1982.

MEASUREMENTS

Weight and height were measured, and data on occupation and education level were collected by a self-administered questionnaire.

RESULTS

The mean BMI increased in both genders. In men, the upward trend was greatest (the increase of 1.3 kg/m2 in 15 y) in the oldest age group (55-64 y), and was found also (the increase of 0.6 kg/m2) in the youngest age group (25-34 y), whereas in women, the upward trend was most prominent (the increase of 0.9 kg/m2) in the youngest age group. BMI increased in all educational groups in men, but in women the upward trend seemed to be greatest in the lowest educational group. The upward trends were most prominent among retired and unemployed men, while in women changes in BMI were similar in all occupational groups.

CONCLUSION

The strongest upward trend in BMI was found in the oldest men, in the youngest age group in both genders and, in particular, among men who were outside the labor force. Education is still a strong determinant of obesity, especially in women, although the social gradient in BMI has not widened in the 1990s.

The differential effect of education and occupation on body mass and overweight in a sample of working people of the general population

PURPOSE

To assess whether two indicators of social class, education and occupation, have independent and/or synergistic effects in determining the body mass and overweight.

METHODS

Body mass index (BMI), education, and occupation were assessed in a survey of 1767 men and 1268 women from a representative sample of currently working people of the general population of Geneva, Switzerland. Education and occupation were categorized as low, medium, and high. Overweight was defined as BMI > or = 25 kg/m(2).

RESULTS

The prevalence of overweight was 52.1% in men and 28.7% in women. Men with overweight were more likely to have low education while women with overweight had lower education and lower occupation. Education and occupation were inversely related to BMI in both genders and, in women, had a synergistic effect (p-value for the interaction = 0.03).

CONCLUSIONS

Education and occupation have independent and, in women, synergistic effects on BMI. The two indicators may express different mechanisms through which low social class is related to high body mass.

Changes in social inequalities in health in the Basque Country

STUDY OBJECTIVE

To determine the extent of the inequalities in self reported health between socioeconomic groups and its changes over time in the Basque Country (Spain).

DESIGN

Cross sectional data on the association between occupation, education and income and three health indicators was obtained from the Basque Health Surveys of 1986 and 1992. Representative population samples were analysed. In 1986 the number of respondents was 24 657 and in 1992, 13 277.

SETTING

Basque Country, Spain.

MAIN OUTCOME MEASURES

The effect of socioeconomic position on health and the magnitude of social inequalities in health were quantified using the odds ratios based on logistic regression analysis, and the Relative Index of Inequality.

RESULTS

As was expected, social inequalities in self reported health existed in both surveys, but the social gradient was greater in 1992. Social differences varied according to gender and health indicator. According to education an increase in social inequalities was observed consistently in all the health indicators except long term conditions in women. A consistent increase in inequalities in limiting longstanding illness was also observed according to all socioeconomic indicators.

CONCLUSIONS

These results agree to a large extent with those of previous studies in other countries. In this context the unequal distribution of material circumstances and working conditions between socioeconomic groups seem to play a major part in health inequalities. The worsening of the labour market during this period and the onset of a new economic recession may explain the increase in social inequalities over time.

Perceptions about body weight and weight reduction in Spain

OBJECTIVE

To assess the more prevalent beliefs about body weight and the factors involved in weight changes in the Spanish adult population.

DESIGN

A national survey was carried out according to an established protocol on Spanish subjects selected by a multistage procedure following a random route model, which was quota-controlled for several sociodemographic variables. This study was undertaken by the Spanish arm of a pan-European survey and was performed with a validated questionnaire. It contained questions to evaluate some aspects concerning the relationship between obesity, physical activity and health. We also estimated the proportion of self-reported overweight and obesity.

SETTING

Spain.

SUBJECTS

The sample included 1,000 subjects aged 15 years or older.

RESULTS

Eleven per cent of the sample were obese (body mass index, BMI > 30 kg/m-2) and an additional 32% were overweight (BMI > 25 and < 30 kg/m-2). Obesity prevalence was higher among older individuals, those with lower education and socioeconomic levels, and among housewives and retired or unemployed people. Most Spanish people believed that fat intake (51%) and the amount of food consumption (44%) were the major factors involved in weight gain, while physical activity was less mentioned (12%). The method most frequently used to lose weight was diet (9%). Individuals from central and southern regions payed more attention to genetics (20-27%) and physical activity (12-20%) as determinants of weight gain than people living in the north or northwest regions (15-17% and 8-9%, respectively). Normal weight people participated more often in some physical activity during their leisure time.

CONCLUSIONS

The Spanish population is not familiar with factors influencing weight gain. Health promotion strategies should emphasize the role of physical activity, especially among older individuals, retired or unemployed subjects, those from lower educational or socioeconomic levels and among people living in the north or northwest of Spain.

Time since immigration and excess body weight

OBJECTIVES

To examine the relationship between time since immigration and excess body weight.

METHODS

Secondary data analysis of a cross-sectional survey of 19,600 Canadians.

RESULTS

The prevalence of excess weight (BMI > 25) increases with time since immigration for both men and women. After controlling for birthplace, socio-demographic, lifestyle and health correlates, only female immigrants (less than five years) are significantly less likely to have BMI scores greater than 25 kg/m2 compared to those born in Canada. Stratified analyses, however, revealed similar findings for Asian men who had immigrated less than five years prior to the survey.

DISCUSSION

Our results suggest that length of time since immigration is an important risk factor for excess weight. Further research with longitudinal data, more reliable measures of ethnicity and anthropometric measures of weight are required to confirm these initial findings.

The magnitude of differences in perceived general health associated with educational level in the regions of Spain

STUDY OBJECTIVE

To examine and compare the relation between inequalities in perceived general health and education in the 17 regions of Spain.

DESIGN AND METHODS

Data were taken from the 1993 Spanish Health Interview Survey. For each region we calculated the magnitude of inequality in perceived general health in association with educational level by a measure of association or effect and by a relative index of inequality. Both measures are odds ratios and were estimated by logistic regression. The first is an odds ratio associated with one year less education, while the second represents the inequality in perceived general health between those at the bottom and those at the top of the educational hierarchy.

MAIN RESULTS

The six regions with the highest relative indices of inequality also have the highest odds ratios associated with one year less education, and five of the six regions with the lowest relative indices of inequality have the lowest odds ratios associated with one year less education. Pearson's correlation coefficient between the odds ratio and the relative index of inequality is 0.94.

CONCLUSIONS

Regional differences in levels of inequality in perceived general health are attributable exclusively to the effect of education on health and not to the distribution of the population among the different educational levels. It is not known why the magnitude of this effect of education on health varies from one area to another.

Cardiovascular risk factors and educational attainment in Southern Spain: a study of a random sample of 3091 adults

STUDY OBJECTIVE

To analyze the associations between educational attainment and major cardiovascular disease risk factors in the Murcia Region (Southern Spain).

DESIGN

During 1992 we conducted a survey by interview, with multi-stage random sampling, representative of the general adult population. We calculated odds ratios (OR) and trends by logistic regression as a measure of the association between educational levels and cardiovascular risk factors, taking the university level as the reference category.

PARTICIPANTS

A total of 1514 men and 1577 women aged between 18 and 65 years was included in the study. Rate of response to the questionnaire was 61%. Seventy-eight percent of the respondents provided a blood sample. A telephone survey on a representative sample of non-respondents (n = 347), showed no statistical differences in the level of studies.

MEASUREMENTS

We asked for educational level (highest schooling qualification completed), and according to the WHO MONICA protocol we measured: blood pressure, cigarette smoking, height, weight and total cholesterol, triglycerides and HDL-cholesterol. We also obtained the leisure-time physical activity by a validated questionnaire.

MAIN RESULTS

In a context of a low level of schooling, mainly among the older age groups, the prevalence of risk factors except smoking in women is higher in the lower educational levels. Systolic blood pressure tends slightly to increase as schooling level decreases (both genders, p<0.02). Conversely, serum total cholesterol and triglycerides decrease with higher level of schooling in men. The high levels of HDL-cholesterol observed in all educational groups show no trend in both genders. Arterial hypertension in men and women and overweight in women tend to decrease with higher educational attainment. Moreover, higher level of education is associated with vigorous physical exercise in both genders and cigarette smoking in women. We observed the strongest significant magnitude association in nonschooling with hypertension in men (OR: 1.82; 95% CI: 1.15, 2.89), in women (OR: 2.39; 95% CI: 1.05, 5.44), and with overweight in women (OR: 3.22; 95% CI: 1.97, 5.27), meaning that compared to people at the university level, people without schooling showed two to three times higher prevalence of hypertension and overweight (only women). Also non-schooling obtained the lowest significant association with protective physical exercise for coronary heart disease in men (OR: 0.32; 95% CI: 0.18, 0.56) and in women (OR: 0.31; 95% CI: 0.15, 0.62) pointing out that people at the university level of education had three times the prevalence of vigorous physical activity than their non schoolarized counterparts.

CONCLUSIONS

After adjusting for environmental factors, in our adult general population, educational attainment is inversely associated with arterial hypertension in both genders and with overweight in women, and directly associated with cigarette smoking in women and with leisure-time physical activity in both genders.