Frequency of anthropometric implausible values estimated from different methodologies: a systematic review and meta-analysis

CONTEXT

Poor anthropometric data quality affect the prevalence of malnutrition and could harm public policy planning.

OBJECTIVE

This systematic review and meta-analysis was designed to identify different methods to evaluate and clean anthropometric data, and to calculate the frequency of implausible values for weight and height obtained from these methodologies.

DATA SOURCES

Studies about anthropometric data quality and/or anthropometric data cleaning were searched for in the MEDLINE, LILACS, SciELO, Embase, Scopus, Web of Science, and Google Scholar databases in October 2020 and updated in January 2023. In addition, references of included studies were searched for the identification of potentially eligible studies.

DATA EXTRACTION

Paired researchers selected studies, extracted data, and critically appraised the selected publications.

DATA ANALYSIS

Meta-analysis of the frequency of implausible values and 95% confidence interval (CI) was estimated. Heterogeneity (I2) and publication bias were examined by meta-regression and funnel plot, respectively.

RESULTS

In the qualitative synthesis, 123 reports from 104 studies were included, and in the quantitative synthesis, 23 studies of weight and 14 studies of height were included. The study reports were published between 1980 and 2022. The frequency of implausible values for weight was 0.55% (95%CI, 0.29-0.91) and for height was 1.20% (95%CI, 0.44-2.33). Heterogeneity was not affected by the methodological quality score of the studies and publication bias was discarded.

CONCLUSIONS

Height had twice the frequency of implausible values compared with weight. Using a set of indicators of quality to evaluate anthropometric data is better than using indicators singly.

SYSTEMATIC REVIEW REGISTRATION

PROSPERO registration no. CRD42020208977.

Infant feeding practices in three Latin American countries in three decades: what demographic, health, and economic factors are relevant?

Introduction

Studies in Latin America have focused either on analyzing factors associated with exclusive breastfeeding (EBF) or infant formula (IF).

Purpose

Analyze the association between economic, sociodemographic, and health factors with EBF, mixed milk feeding (MixMF), and exclusive use of IF in three Latin American and Caribbean countries in the 1990s, 2000s, and 2010s.

Methods

Cross-sectional time-series study using data from Demographic and Health Surveys between the 1990s and 2010s in Colombia (1995-2010), Haiti (1994-2017), and Peru (1996-2012) accounting for a sample of 12,775 infants under 6 months. Hierarchical logistic multilevel regression models were used to estimate the adjusted association between infant feeding outcomes (EBF, MixMF, exclusive use of IF) and contextual level DHS survey decade (1990s, 2000s and 2010s) and economic factors (Gross Domestic Product by purchasing power parity, female wage and salaried workers, labor force participation rate female) as well as individual level sociodemographic (maternal age, maternal education, number of children in the household, wealth index, mother living with a partner, area of residence, mother working outside of home), and health factors (breastfed in the first hour, C-section).

Results

Factors associated with EBF cessation were c-section (OR: 0.76; 95%CI: 0.64, 0.92), mothers working outside of the home (OR: 0.79; 95%CI: 0.69, 0.90), families in the highest income quintile (OR: 0.64; 95%CI: 0.49, 0.84), and female wage and salaried workers (OR: 0.92; 95%CI: 0.91, 0.94). MixMF was associated with women with higher education (OR: 1.54; 95%CI: 1.21, 1.97), mother working outside of the home (OR: 1.26; 95%CI: 1.10, 1.43), c-section (OR: 1.37; 95%CI: 1.15, 1.62), families in the highest income quintiles (OR: 2.77; 2.10, 3.65). and female wage and salaried workers (OR: 1.08;95% CI: 1.05, 1.09). Exclusive use of IF was associated with a mother working outside of the home (OR: 2.09; 95%CI: 1.41, 3.08), c-section (OR: 1.65; 95%CI: 1.09, 2.51), families in the highest income quintiles (OR: 12.08; 95% CI: 4.26, 34.28), the 2010s (OR: 3.81; 95%CI: 1.86, 7.79), and female wage and salaried workers (OR: 1.12; 95%CI: 1.07, 1.16).

Discussion/Conclusion

Factors related to women empowerment and gender equality jeopardized EBF and favored the exclusive use of IF in Latin America. Therefore, workplace interventions to promote, protect, and support breastfeeding practices are key to reducing exclusive use of IF.

Excess mortality associated with COVID-19 in Brazil: 2020-2021

OBJECTIVE

To evaluate excess mortality in Brazil from January 2020 to April 2021, according to the primary causes of death registered in the Brazilian Mortality Information System (MIS).

METHODS

Cross-sectional study with data extracted from the MIS. Excess deaths were examined by the primary cause of death according to 11 grouped causes. Autoregressive models used mortality data from 2015 to 2019 to predict expected deaths from January 2020 to April 2021. Excess deaths were calculated as the difference between the observed and the expected number of deaths.

RESULTS

Total excess deaths of 370 055 were observed in the studied period, corresponding to a ratio of observed to expected of 1.14 in 2020 and 1.40 in 2021. Excess deaths were seen in three groups: symptoms, signs and abnormal clinical and laboratory findings, not elsewhere classified; other diseases of the respiratory system and coronavirus infection, unspecified site.

CONCLUSIONS

The excess mortality in Brazil in these 16 months was 1.20 times greater than the previous year. The increase in not elsewhere classified causes and causes of death associated to COVID-19 indicate caution about the negative balance for some causes. Furthermore, the inequalities of mortality reporting systems in low- and middle-income countries in relation to underestimation of mortality still need to be addressed.

Evolution of breastfeeding indicators and early introduction of foods in Latin American and Caribbean countries in the decades of 1990, 2000 and 2010

Background

Early introduction of liquid/solid food before 6 months of age is one of the major barriers to exclusive breastfeeding. Our objective was to analyze the evolution of infant feeding practices for infants under 6 months of age in Latin American and Caribbean countries in the decades of 1990, 2000 and 2010.

Method

Cross-sectional time series study with data from Demographic and Health Surveys carried out between 1990 and 2017 in six Latin America and Caribbean countries: Bolivia (1994 to 2008), Colombia (1995 to 2010), Dominican Republic (1996 to 2013), Guatemala (1995 to 2015), Haiti (1994/1995 to 2016/2017), Peru (1996 to 2018). Pooled sample comprised of 22,545 infants under the age of 6 months. Surveys were grouped in three decades: 1990s for surveys from 1990 to 1999, 2000s for surveys from 2000 to 2009, and 2010s for surveys from 2010 to 2017. Exclusive breastfeeding (EBF), predominant breastfeeding (PBF), mixed breastfeeding (mixed BF), supplemented breastfeeding (supplemented BF) and non-breastfeeding (non-BF), and individual foods (water, liquids, milk, infant formula, semi-solid/solid) were analyzed. Prevalence of breastfeeding and food indicators were calculated in pooled sample, according to the infant monthly age groups, decade of survey and residence area(rural/urban).

Results

Between 1990s and 2010s, there was an increase in the exclusive breastfeeding prevalence (1990s = 38.1%, 2010s = 46.6%) and a reduction in the PBF prevalence (1990s = 51.7%, 2010 s = 43.1%). There was a decrease in the liquids (1990s = 40.7%, 2010s = 15.8%) and milk prevalence (1990s = 20.4%, 2010s = 8.3%) and an increase in water (1990s = 32.3%, 2010s = 37.6%), and infant formula (1990s = 16.6%, 2010s = 25.5%) prevalence. All breastfeeding indicators, except exclusive breastfeeding, progressively increased according to the monthly age group in three decades, and EBF prevalence sharply decreased from 2 to 3 months of age in all decades. Exclusive breastfeeding prevalence was higher in rural area in the three decades (1990s _rural = 43.8%, 1990s _urban = 32.4%, 2010s _rural = 51.1%, 2010s _urban = 42.4%) and infant formula prevalence was higher in urban area (1990s _rural = 8.6%, 1990s _urban = 24.6%, 2010s _rural = 15.9%, 2010s _urban = 34.1%).

Conclusions

In the last three decades, in all age groups, there was an increase in exclusive breastfeeding prevalence, as well as a significant reduction in liquids and milk. In the rural area, EBF prevalence remains higher than in urban. Increased water and infant formula feeding are the main barriers to achieving the Global Nutrition Target 2025 for exclusive breastfeeding.

Supplementary Information

The online version contains supplementary material available at 10.1186/s13006-022-00477-6.

Sampling plan and methodological aspects: a household healthcare survey in Piauí

OBJECTIVE

To describe the methodological aspects of the Piauí home healthcare survey (ISAD-PI) and assess the relation between sampling plan, precision, and design effects, assuming that population health surveys are relevant instruments for health monitoring.

METHODS

ISAD-PI was a population-based cross-sectional study that analyzed the living conditions and health status of the population residing in urban areas in the municipalities of Teresina and Picos, in Piauí. Sampling was carried out by conglomerates in two stages: Primary Sampling Units and households. To calculate the sample size, we considered the stratification of the population in both cities, according to the age of the individuals. We evaluated the “non-response” rate (NRR) and estimated the proportions according to sex and age, as well as the prevalence of social determinants of health in order to assess the compliance of the sampling plan. Analyses related to the precision according to the coefficient of proportion variation of the standard error (Cv-pˆ) and the design effect (deff). Cv-pˆ less than 20% and deff less than 1.5 were considered adequate. The total NRR of households was 38.2% in Teresina and 38.3% in Picos. We carried out twenty-four proportion estimates in relation to age and sex and 48 prevalence of social and health determinants estimates, totaling 72 estimates. Among them, 71 had Cv-pˆ less than 20% and 61 had deff less than or equal to 1.5.

CONCLUSION

Data generated from the ISAD-PI may contribute to the assessment of health and morbidity conditions in the population. Furthermore, methodological aspects employed in this research may serve as a basis for studies carried out in other cities in Brazil.

[BMI variation, dietary patterns and physical activity among adults aged 21-44 years]

The scope of this article is to describe the association between BMI variation, eating patterns and physical activity among adults between 21 and 44 years of age from 2007 to 2012. It is a cross-sectional study using the VIGITEL database. Eating patterns were identified with Principal Components Analysis for the period from 2007 to 2012. Components with eigenvalues >1.0 were retained and factor loadings greater than |0.3| were highlighted. For each individual, a score was calculated per pattern. The Body Mass Index (ΔBMI) difference variable was then created. Linear regression with ΔBMI outcome and Poisson regression with obesity outcomes were conducted. Four eating patterns were retained: Prudent, Transition, Western and Traditional. After multivariate adjustment, ΔBMI was inversely associated with the habit of leisure-time physical activity. Obesity revealed a positive association with the Western pattern, watching television ≥3 hours a day and physical inactivity. Obesity was inversely associated with the Prudent pattern, the Traditional pattern, the practice of leisure-time physical activity and the habit of physical activity at work. Eating patterns based on unprocessed and minimally processed foods and practice of physical activity are protective factors against obesity.

[Body phenotypes in adolescence: is it necessary to adjust body mass index according to sexual maturation stages?]

This study aimed to analyze the effect of sexual maturation on body phenotypes, based on multivariate analysis of adolescents' nutritional status. This was a cross-sectional study with a sample of 833 adolescent schoolchildren 10 to 15 years of age, selected by complex sampling in Piracicaba, São Paulo State, Brazil. Body phenotypes were defined by principal components analysis (PCA), based on age, anthropometric data (body mass, height, skinfolds, and waist circumference), body composition (phase angle measured by bioelectrical impedance), and biochemical parameters (triglycerides, glucose, total cholesterol/LDL ratio, hemoglobin). Body phenotypes were classified as: P1adiposity characterized as positive association with skinfolds, body mass, and waist circumference; P2growth characterized as positive association between height and age; P3biochemical characterized as positive association with total cholesterol/LDL ratio, triglycerides, and glucose; and P4metabolic characterized as positive association with phase angle and hemoglobin and negative association with glucose. The phenotypes were later considered outcomes in the mixed effects analysis, incorporating sex at the first level and sexual maturation, age, sex, and socioeconomic score at the second level. This analysis allowed measuring the effect of sexual maturation on body phenotypes. Our results indicate that sexual maturation only a displayed relevant explanation of body phenotype that represents linear growth (height and age). Thus, it is not necessary to adjust anthropometric measures by sexual maturation.

[Predictive Mean Matching as an alternative imputation method to hot deck in Vigitel]

This study aimed to describe the estimated means for weight, height, and body mass index (BMI) according to two imputation methods, using data from Vigitel (Risk and Protective Factors Surveillance System for Chronic Non-Communicable Diseases Through Telephone Interview). This was a cross-sectional study that used secondary data from the Vigitel survey from 2006 to 2017. The two imputation methods used in the study were hot deck and Predictive Mean Matching (PMM). The weight and height variables imputed by hot deck were provided by Vigitel. Two models were conducted with PMM: (i) explanatory variables - city, sex, age in years, race/color, and schooling; (ii) explanatory variables - city, sex, and age in years. Weight and height were the outcome variables in the two models. PMM combines linear regression and random selection of the value for imputation. Linear prediction is used as a measure of distance between the missing value and the possible donors, thereby creating the virtual space with the candidate cases for yielding the value for imputation. One of the candidates from the pool is randomly selected, and its value is assigned to the missing unit. BMI was calculated by dividing weight in kilograms by height squared. The result shows the means and standard deviations for weight, height, and BMI according to imputation method and year. The estimates used the survey module from Stata, which considers the sampling effects. The mean values for weight, height, and BMI estimated by hot deck and PMM were similar. The results with the Vigitel data suggest the applicability of PMM to the set of health surveys.

Trend in dietary patterns among adults from Brazilian state capitals

OBJECTIVE

To describe and analyze the trend in dietary patterns followed by the adult population aged 18 to 44 years living in Brazilian state capitals between 2007 and 2012.

METHODS

We identified dietary patterns using the principal component analysis (PCA). The analysis retained components with eigenvalues >1.0 and highlighted factor loadings (FLs) >|0.2|. After the identification of four patterns, they received standardized scores with zero mean. The mean scores were presented for each pattern according to gender, age group, schooling, and year of data collection. We estimated the temporal variation of the mean scores of the patterns by linear regression.

RESULTS

We identified four dietary patterns in the population: prudent, transition, western, and traditional. We found an increasing trend in the mean score of the patterns: prudent, western, and traditional and a reduced mean score in the transition pattern. Individuals with better education showed greater adherence to the prudent pattern. Less-educated individuals presented higher adherence to the western and traditional patterns.

CONCLUSION

Public policies targeting the population with lower schooling and men are necessary due to their greater adherence to unhealthy dietary patterns.

Estimativa multivariada de padrões alimentares: o todo é diferente da reunião das partes?

RESUMO: Objetivo: Descrever as correlações entre padrões alimentares para o conjunto de anos de 2007 a 2012 e para cada ano do mesmo período. Método: Estudo transversal com dados do Sistema de Vigilância de Fatores de Risco e Proteção para Doenças Crônicas por Inquérito Telefônico, com seleção de 167.761 indivíduos de 18 a 44 anos. Os padrões alimentares foram identificados com Análise de Componentes Principais. Para comparar os efeitos da extração e a estimativa de padrões alimentares entre diferentes inquéritos, conduzimos as seguintes análises: na primeira usamos o conjunto total de dados para os anos de 2007 a 2012; na segunda, os padrões foram estimados em cada conjunto anual de dados para o período de 2007 a 2012. As etapas 1 e 2 foram realizadas sem rotação, com rotação Varimax e rotação Promax. Após a extração dos padrões, foram calculados escores padronizados com média zero. A associação entre os padrões gerados nas análises foi estimada pelo coeficiente de correlação de Pearson (r). Resultados: Nas análises sem rotação, os componentes retidos no conjunto apresentaram correlações superiores a 0,90 com os padrões retidos em cada ano. Nas análises com rotação, apenas o primeiro componente apresentou correlações superiores a 0,90. Conclusão: As estimativas de padrões alimentares de forma segmentada - ano a ano - ou de forma geral - todos os anos - apresentam altas correlação e consistência entre os padrões identificados quando no mesmo pool de dados.

Nutritional status of Brazilian schoolchildren: National Adolescent School-based Health Survey 2015

INTRODUCTION

Obesity has increased in Brazil for all age groups. Overweight at the end of adolescence indicates a high probability of unhealthy weight in adulthood.

OBJECTIVE

To describe anthropometric data of the National Adolescent School-based Health Survey (PeNSE) 2015 and its distribution according to geographic and socioeconomic strata.

METHODS

Data from the PeNSE 2015 was used. The analysis sample consisted of adolescents aged 11 to 19 years old from public and private schools with available anthropometric data. Nutritional status was classified according to the body mass index, with reference values proposed by the International Obesity Task Force (IOTF). The prevalence estimates of underweight and overweight and their respective standard errors were presented. The association between anthropometric indicators and demographic or social characteristics of adolescents was estimated by odds ratio, and the respective 95% confidence intervals were presented.

RESULTS

The prevalence of underweight was less than 3%. Elevated prevalence of overweight was observed in adolescents from the South region, from the urban area, from the lowest fifths of income, and those who declared themselves to be black or indigenous. In general, the prevalence of overweight was higher among adolescents attending private schools.

CONCLUSION

Overweight is more frequent among adolescents from low-income strata. Besides being an indicator of nutritional status, overweight may indicate social inequality in Brazil.

The allometric scaling of body mass and height in children and adolescents in five countries

OBJECTIVE

The purpose a methodology that excludes values outside of the expected spectrum for age (VOESA) of height and body mass in the definition of power (p) to construct an international allometric body mass index (AI) for children and adolescents.

METHODS

Datasets of national surveys including individuals (aged 0-19 years) from five countries (Brazil, South Korea, Mexico, England, and the USA) were selected. The p was defined for each country, age range, and sex after exclusion of VOESA for height and weight by log-log linear regression, where β represented p. The p was also defined for a pool of five countries, international p (ip) after exclusion of VOESA using a spline modeling technique (5 knots). The AI was calculated and Pearson's correlation coefficient (r) was calculated to investigate the correlation between AI and height.

RESULTS

Exclusion of VOESA decreased the difference of p among countries. Exponent p showed values close to 2 in the first years of life, increased to 3-3.5 between 7 and 11 years for girls and 8 to 12 years for boys, and decreased to close to 2 near the end of growth (16 years for girls and 19 years for boys). The use of ip for all countries decreased r values to near zero while BMI had values near 0.4.

CONCLUSIONS

Exclusion of VOESA contributes to a decreased effect of epidemiological context among countries when calculating the AI. AI calculated using ip is independent of height in all countries and reflects physiological growth changes for children and adolescents.

Obesity and inequities in health in the developing world

OBJECTIVE

To update the social distribution of women's obesity in the developing world and, in particular, to identify the specific level of economic development at which, if any, women's obesity in the developing world starts to fuel inequities in health.

DESIGN

Multilevel logistic regression analyses applied to anthropometric and socioeconomic data collected by nationally representative cross-sectional surveys conducted from 1992 to 2000 in 37 developing countries within a wide range of world regions and stages of economic development (gross national product (GNP) from 190 to 4440 US dollars per capita).

SUBJECTS

: In total, 148 579 nonpregnant women aged 20-49 y.

MEASUREMENTS

Body mass index to assess obesity status; quartiles of years of education to assess woman's socioeconomic status (SES), and GNP per capita to assess country's stage of economic development.

RESULTS

Belonging to the lower SES group confers strong protection against obesity in low-income economies, but it is a systematic risk factor for the disease in upper-middle income developing economies. A multilevel logistic model-including an interaction term between the country's GNP and each woman's SES-indicates that obesity starts to fuel health inequities in the developing world when the GNP reaches a value of about 2500 US dollars per capita.

CONCLUSIONS

For most upper-middle income economies and part of the lower-middle income economies, obesity among adult women is already a relevant booster of health inequities and, in the absence of concerted national public actions to prevent obesity, economic growth will greatly expand the list of developing countries where this situation occurs.

Intestinal parasitic infections in young children in São Paulo, Brazil: prevalences, temporal trends and associations with physical growth

The prevalences of intestinal parasitic infections were investigated, between 1995 and 1996, in a household-based sample of 1044 children aged <5 years who lived in the city of São Paulo, Brazil. Only 10.7% of the children were infected, the most prevalent parasites being Giardia duodenalis (5.5%), Ascaris lumbricoides (4.4%) and Trichuris trichiura (1.0%). A comparison between these data and results from two previous population-based surveys, completed in São Paulo in 1974 and 1985, revealed a dramatic decrease in the prevalence of intestinal helminths in this age-group, with less marked changes in the prevalence of Giardia, over the two past decades. Despite the low prevalence of malnutrition (2.4% of stunting and 0.6% of wasting) and intestinal parasites in this population, there was a significant association (P=0.05, after controlling for potential confounding variables) between helminth (but not Giardia) infection and height. The helminth-infected children had a mean height-for-age z-score of-0.412 [95% confidence interval (CI)=-0.637--0.186], compared with one of 0.015 (CI=-0.049-0.079) for the non-infected children. No significant relationship between intestinal parasitic infection and children's weight was detected. In conclusion, a small but significant negative relationship between intestinal helminthic infections and children's growth was detected in an urban environment with low prevalences of both intestinal parasitic infection and malnutrition.

Independent effects of income and education on the risk of obesity in the Brazilian adult population

With a view to assess the independent effects of income and education on the risk of obesity we studied cross-sectional randomly selected samples of the adult population (20 y and over) living in 1996/97 in the less (northeastern) and the more (southeastern) developed region of Brazil (1971 and 2588 northeastern and 2289 and 2549 southeastern men and women, respectively). Independent effects of income and education on obesity (BMI > or = 30 kg/m(2)) were assessed through logistic regression analyses that controlled for age, ethnicity, household setting (urban or rural) and either education or income. The risk of obesity in men strongly increased with income in the two regions. The level of education did not influence the risk of male obesity in the less developed region but, in the more developed one, better-educated men had slightly less chance to be obese. In the less developed region obesity in women was strongly associated with both income (direct association) and education (inverse association). In the more developed region only the women's education influenced the risk of obesity, and the association between the two variables was inverse and strong as in the less developed region. Findings from this study reveal a scenario that is far from what has been generally admitted for the social distribution of obesity in the developing countries. They indicate that in transition societies income tends to be a risk factor for obesity, whereas education tends to be protective and that both gender and level of economic development are relevant modifiers of the influence exerted by these variables.

[Secular trends in postanal growth in the city of São Paulo, Brazil (1974-1996)]

OBJECTIVE

Data from three household surveys undertaken in the city of S. Paulo, Brazil, from mid-80s to mid-90s allow to characterize and analyse secular trends in infant and child linear growth.

METHODS

In the three surveys, random population samples aged from zero to 59 months (1,008 children in the period of 1974-75; 1,016 in 1984-85 and 1,280 in 1995-96) were studied. Recumbent length was obtained from children up to 24 months of age and then stature was recorded. The international growth standard was used to evaluate the child's height according to age and sex. For the study of the social distribution of growth status, tertiles of the per capita family income was taken into account in each survey. For the study of the determinants of secular trends, hierarchical causal models, multivariate regression analyses and calculations analogous to the ones used to assess population attributable risks were applied.

RESULTS/CONCLUSIONS

In the period of 22 years covered by the three surveys, the secular trend of child growth in S. Paulo City showed a positive, continuous and apparently uniform curve. It was equivalent to a total average gain of 0.650 z scores of the international growth reference, or near 2.3 cm at the age of 30 months. The higher gain was observed among the third poorest fraction of the population--3.3 cm--and the lower gain--1.7 cm--among the third richest. Positive changes in distal determinants (family income and maternal schooling) and intermediate determinants (housing, sanitation, access to health services and reproductive past history) of child growth explained substantially part of the improvements seen from the mid-80s to mid-90s.

[Secular trends in malnutrition and obesity among children in the city of São Paulo, Brazil (1974-1996)]

OBJECTIVE

Data from three household surveys undertaken in the city of S. Paulo, Brazil, from mid-80s to mid-90s allow to characterize and analyse secular trends in malnutrition and obesity among infants and children.

METHODS

The three surveys included random population samples aged from zero to 59 months (1,008 children in the period of 1974-75; 1,016 in 1984-85 and 1,280 in 1995-96). The malnourished status was diagnosed when height-for-age and/or weight-for-height indices were below two standard deviation of the mean values expected according to the international growth reference. The obesity status was determined when weight-for-height indices fell two standard deviations above the reference. The study of the social distribution of malnutrition and obesity in each survey took into account tertiles of the per capita family income. For the study of the determinants of secular trends, hierarchical causal models, multivariate regression analyses and calculations analogous to the ones used to assess population attributable risks were applied.

RESULTS/CONCLUSIONS

In the period of 22 years covered by the three surveys, child malnutrition was controlled in the city and became relatively rare even among the poorest families. The risk of obesity remained low and restricted to the richest families. Positive changes in distal (family income and maternal schooling) and intermediate determinants (sanitation, access to heath services and reproductive past history) of child nutritional status substantially explained part of the decline in the prevalence of malnutrition seen in the mid-80s to mid-90s.

[Evolution of maternal and child health care in São Paulo (1984-1996)]

OBJECTIVE

Two consecutive household surveys undertaken in mid-80s and mid-90s in the city of S. Paulo, Brazil, made possible to establish time trends of several child health determinants and indicators as well as to analyse the relationships among them. The study intends to report trends in maternal and child health care.

METHODS

Random samples of the population aged from zero to 59 months were studied: 1,016 children in the period of 1984-85 and 1,280 children in 1995-96. Both surveys investigated three components of maternal and child health care: prenatal care, delivery and newborn care and routine health care provided to children up to five years of age (including development follow-up and vaccination).

RESULTS

Favourable changes seen in the period between the two surveys were the continuing universal birth coverage, significant increase in rooming-in in maternity hospitals and the number of routine visits for babies in their first year of life and, particularly, the universal outreach of the DPT, measles and tuberculosis vaccinations. Unfavourable trends were seen regarding the slight and clearly insufficient growth of prenatal care, the still high percentage (of near 50%) of cesarean sections, and the limited routine visits for children after their first year of age.

CONCLUSIONS

Estimates in the same period for the outreach of maternal and child health care in other urban areas of Brazil reinforce the unsatisfactory trends of the prenatal care in S. Paulo. Favourable comparisons are only seen regarding the outreach of child vaccination. The influence that changes in the maternal and child health care provided in the city may have exerted on several child health indicators is examined in subsequent articles.

Shifting obesity trends in Brazil

OBJECTIVE

To describe secular trends in obesity in various settings and socio-economic groups of the adult population of Brazil.

METHODS

Trend analysis of the prevalence of obesity in adults aged over 20 y (body mass index >/=30.0 kg/m2) applied to anthropometric and socio-economic data collected by three comparable household surveys undertaken in the two most populated Brazilian regions in 1975 (n=95,062), 1989 (n=15,585) and 1997 (n=10,680).

RESULTS

While previous trends (1975-1989) showed increasing obesity prevalence for all population groups except for men in rural areas, recent trends (1989-1997) have pointed to a much more complex picture where increases in obesity tend to be more intense in men than in women, in rural than in urban settings and in poorer than in richer families. Particularly notable was the fact that, in the recent period, obesity was actually reduced for women belonging to the upper income groups, especially in urban settings.

CONCLUSION

Earlier obesity trends in Brazil entirely agree with what has been described for both developed and developing countries where reliable secular trend information exists, but the 1989-1997 trend of a substantial reduction in the prevalence of obesity among upper income urban women (12.8-9.2%, or a 28% reduction), is unique in a developing country and, indeed, up to now has only been detected in Scandinavian populations. It is speculated that this declining obesity trend may be a result of an intense mass media work focused on combating a sedentary life style and promoting better food habits.