Does greater unemployment make people thinner in Brazil?

The study seeks to analyze the impact of macroeconomic conditions on weight measures, such as BMI, overweight, obesity, and severe obesity in Brazil. We examine this relationship in the specific context of a middle-income country that differs in many aspects from the high-income countries usually considered in the literature. The study uses the microdata of VIGITEL in the period from 2006 to 2014 and the state unemployment rate as a proxy for macroeconomic conditions. The results showed that the relationship is robust and presents a procyclical pattern-increases in the unemployment rate reduce BMI, and this reduction is observed throughout the entire distribution, with statistically significant effects for measures of overweight, obesity, and severe obesity. These results agree with the findings for the United States but contradict the results found for Finland and Canada.

Association of risk behaviours, socio-economic characteristics and academic progress in adolescents: an analysis of the 1993 birth cohort in Pelotas, Brazil.

To analyze how socio-economic factors and behavioural characteristics are related to the failure of academic progress. Data of the 1993 Birth Cohort of the city of Pelotas, Brazil, were analyzed using four follow-up waves. As a measure of the failure of academic progress, we used indicators of the age-grade gap. We analyzed the association of demographic, socio-economic, and behavioural characteristics. Factors associated with failure of academic progress were assessed through logistic regression. There are a higher odds of the age-grade gap when the adolescent is not white, man, of low socio-economic status, whose parents have low schooling and living in large families. In relation to risk behaviours, alcohol and tobacco consumption represent higher odds of the age-grade gap at age 18. The results show that socio-economic factors and behavioural characteristics are important predictors of academic progress. Public policies that seek to promote education should be targeted at the most vulnerable groups, decreasing the observed inequalities.

Income-related inequality and inequity in children's health care: A longitudinal analysis using data from Brazil.

The Brazilian Unified Health System was created in the late 1980s to ensure free universal access to health care and was funded by taxes and social contributions. The persistent inequity in access to health services in favour of richer individuals in Brazil has been observed in the literature. However, to the best of our knowledge, no measurement of inequality in medicine use or private health insurance (PHI) among children has been performed with longitudinal data. This paper uses inequality indices and their decompositions to analyse the income-related inequalities/inequities in children's health care in the city of Pelotas, Brazil, using longitudinal data following children from 12 to 72 months of age. Our sample with data in all waves has between 1877 and 2638 children (varying according to outcome). We seek to answer three questions: i) How does the inequality/inequity in health care evolve as children grow up? ii) What are the main factors associated with inequality in children's health care? iii) How much of the change in inequality/inequity is explained by mobility in children's health care and income mobility? We found that inequities in health care have their beginnings in early childhood but that there was a reduction in inequity at 72 months of age. Ownership of children's PHI was associated with greater pro-rich inequity in health care. The reduction in inequality/inequity was linked to mobility in the sense that initially poorer children had greater gains in health care (a greater increase in PHI ownership and a lower reduction in medicine use). Despite this improvement among the poorest, apparently, the Brazilian public health service seems to fail to ensure equity in health care use among children, with possible long-term consequences on inequalities in health.

Evaluating the impact of physicians' provision on primary healthcare: Evidence from Brazil's More Doctors Program.

This study aims to evaluate the More Doctors Program (Programa Mais Médicos) in terms of the provision of physicians, presenting estimates of its impact on hospitalization for ambulatory care sensitive conditions. The differences-in-differences method was used with propensity score matching (double difference matching), using 3 specifications, a falsification test, and also a dynamic endogeneity test to confirm the robustness of the results. For the application of this methodology, a panel of municipal data was constructed covering several variables related to socioeconomic, demographic, and public health infrastructure characteristics in the cities for the period from 2010 to 2016. The results show a significant reduction in hospital admissions in treated municipalities with an increasing and perceptible effect in the second year of the program.

Associating socioeconomic position and maternal depression with the health of children: an evaluation of the 2008 Brazilian household survey. / Associação da posição socioeconômica e da depressão materna com a saúde das crianças: avaliação da PNAD 2008, Brasil.

The study analyzed the association between socioeconomic position (income), maternal depression and the health of children in Brazil, using information from the 2008 National Household Survey (PNAD/IBGE). The analysis considered the sampling design for the research and included 46,874 individuals up to the age of nine. The Poisson models were estimated for three health outcomes for children: health as reported by the parents or the responsible person, restrictions on habitual activities for health reasons and periods when they were confined to bed two weeks before the interviews in the study. The results showed an association between the mothers' depression and the three health outcomes, even after taking into account the following: socioeconomic position, maternal characteristics (health self-referral, age, level of education and smoking), age, gender, the child's race, geographical region, the situation as noted in the census and the number of residents in a household. It was found that there still exists an association between maternal depression and children's health irrespective of socioeconomic position. Therefore public policies that aim to reduce the adverse effects of maternal depression on the health of children need to also take into account the higher income segments of society.

O estudo analisou a associação entre posição socioeconômica (renda), depressão materna e saúde da criança no Brasil, utilizando informações da Pesquisa Nacional por Amostra de Domicílios 2008 (PNAD/IBGE). A análise considerou o delineamento amostral da pesquisa e incluiu 46.874 indivíduos com idade até 9 anos. Modelos Poisson foram estimados para três desfechos de saúde da criança: saúde reportada pelos pais ou responsáveis, restrição das atividades habituais por motivo de saúde e episódios de acamamento nas duas semanas anteriores à entrevista. Os resultados apontaram associação entre a depressão da mãe e os três desfechos, mesmo após o ajuste para posição socioeconômica, características maternas (saúde autorreferida, idade, escolaridade e tabagismo), idade, sexo e cor da pele da criança, além de região geográfica, situação censitária e número de moradores do domicílio. Constatou-se ainda que a associação entre depressão materna e saúde da criança independe da posição socioeconômica. Assim, políticas de saúde pública que objetivem atenuar os efeitos adversos da depressão materna sobre a saúde da criança, precisam considerar também os estratos mais elevados de renda da sociedade.

Associação da posição socioeconômica e da depressão materna com a saúde das crianças: avaliação da PNAD 2008, Brasil / Associating socioeconomic position and maternal depression with the health of children: an evaluation of the 2008 Brazilian household survey

Resumo O estudo analisou a associação entre posição socioeconômica (renda), depressão materna e saúde da criança no Brasil, utilizando informações da Pesquisa Nacional por Amostra de Domicílios 2008 (PNAD/IBGE). A análise considerou o delineamento amostral da pesquisa e incluiu 46.874 indivíduos com idade até 9 anos. Modelos Poisson foram estimados para três desfechos de saúde da criança: saúde reportada pelos pais ou responsáveis, restrição das atividades habituais por motivo de saúde e episódios de acamamento nas duas semanas anteriores à entrevista. Os resultados apontaram associação entre a depressão da mãe e os três desfechos, mesmo após o ajuste para posição socioeconômica, características maternas (saúde autorreferida, idade, escolaridade e tabagismo), idade, sexo e cor da pele da criança, além de região geográfica, situação censitária e número de moradores do domicílio. Constatou-se ainda que a associação entre depressão materna e saúde da criança independe da posição socioeconômica. Assim, políticas de saúde pública que objetivem atenuar os efeitos adversos da depressão materna sobre a saúde da criança, precisam considerar também os estratos mais elevados de renda da sociedade.

Abstract The study analyzed the association between socioeconomic position (income), maternal depression and the health of children in Brazil, using information from the 2008 National Household Survey (PNAD/IBGE). The analysis considered the sampling design for the research and included 46,874 individuals up to the age of nine. The Poisson models were estimated for three health outcomes for children: health as reported by the parents or the responsible person, restrictions on habitual activities for health reasons and periods when they were confined to bed two weeks before the interviews in the study. The results showed an association between the mothers' depression and the three health outcomes, even after taking into account the following: socioeconomic position, maternal characteristics (health self-referral, age, level of education and smoking), age, gender, the child's race, geographical region, the situation as noted in the census and the number of residents in a household. It was found that there still exists an association between maternal depression and children's health irrespective of socioeconomic position. Therefore public policies that aim to reduce the adverse effects of maternal depression on the health of children need to also take into account the higher income segments of society.

[Economic determinants of the demand for importation of pharmacochemical and pharmaceutical products]. / Determinantes econômicos da demanda por importações de produtos farmoquímicos e farmacêuticos.

: This article analyzes the relationship between the demand for importation of pharmacochemical and pharmaceutical products and economic variables (exchange rate, import prices, and aggregate income) in Brazil, using monthly data from 1997-2014. The main results showed that increases in aggregate income and price reductions in imports have a positive and significant impact (elastic and inelastic, respectively) on imports. Exchange rate was only significant in the more aggregate model. Thus, aggregate income was a robust variable with strong impact on the importation of pharmacochemical and pharmaceutical products. The arguments in the literature that this industry's international trade deficit is related to a deficit in knowledge and technology and the current study's results provide evidence that as economic activity grows, there is a greater demand for this type of product. Additionally, if domestic production is insufficient, there is a need for imports, which can generate pressure on the trade deficit in the industry and contribute to Brazil's dependence on other countries.

Este artigo analisa a relação entre a demanda por importações de produtos farmoquímicos e farmacêuticos e variáveis econômicas (taxa de câmbio, preço das importações e renda agregada), no Brasil, fazendo uso de dados mensais do período 1997-2014. Os principais resultados mostraram que aumentos na renda agregada e reduções nos preços das importações têm impacto positivo e significativo, respectivamente de forma elástica e inelástica, sobre as importações. A taxa de câmbio foi significativa apenas no modelo mais agregado. Portanto, a renda agregada se mostrou uma variável bastante robusta e com forte impacto sobre as importações dos produtos farmoquímicos e farmacêuticos. Considerando os argumentos explicitados na literatura de que o déficit no comércio internacional dessa indústria se relaciona com déficit em conhecimento e tecnologia, somando aos resultados encontrados neste trabalho, há indícios de que conforme o nível de atividade econômica cresce, ocorre maior demanda por esse tipo de produto, e, não havendo produção nacional suficiente, existe necessidade de importações, o que pode gerar pressões no déficit comercial desse segmento, representando dependência do Brasil a outros países.

Este artículo analiza la relación entre la demanda de importaciones de productos farmoquímicos y farmacéuticos y las variables económicas (tasa de cambio, precio de las importaciones y renta agregada), en Brasil, utilizando datos mensuales del período 1997-2014. Los principales resultados mostraron que los aumentos en la renta agregada y las reducciones en los precios de las importaciones tienen un impacto positivo y significativo, respectivamente, de forma elástica e inelástica sobre las importaciones. La tasa de cambio fue significativa sólo en el modelo más agregado. Por tanto, la renta agregada se mostró una variable bastante robusta y con un fuerte impacto sobre las importaciones de los productos farmoquímicos y farmacéuticos. Considerando los argumentos explicitados en la literatura, acerca de que el déficit en el comercio internacional de esa industria se relaciona con el déficit en conocimiento y tecnología, sumado a los resultados hallados en este trabajo, hay indicios de que conforme el nivel de actividad económica crece, se produce una mayor demanda por ese tipo de productos, y, sin existir producción nacional suficiente, hay una necesidad de importaciones, lo que puede generar presiones en el déficit comercial de este segmento, representando la dependencia de Brasil de otros países.

Determinantes econômicos da demanda por importações de produtos farmoquímicos e farmacêuticos / Economic determinants of the demand for importation of pharmacochemical and pharmaceutical products / Determinantes económicos de la demanda de importaciones de productos farmoquímicos y farmacéuticos

Resumo: Este artigo analisa a relação entre a demanda por importações de produtos farmoquímicos e farmacêuticos e variáveis econômicas (taxa de câmbio, preço das importações e renda agregada), no Brasil, fazendo uso de dados mensais do período 1997-2014. Os principais resultados mostraram que aumentos na renda agregada e reduções nos preços das importações têm impacto positivo e significativo, respectivamente de forma elástica e inelástica, sobre as importações. A taxa de câmbio foi significativa apenas no modelo mais agregado. Portanto, a renda agregada se mostrou uma variável bastante robusta e com forte impacto sobre as importações dos produtos farmoquímicos e farmacêuticos. Considerando os argumentos explicitados na literatura de que o déficit no comércio internacional dessa indústria se relaciona com déficit em conhecimento e tecnologia, somando aos resultados encontrados neste trabalho, há indícios de que conforme o nível de atividade econômica cresce, ocorre maior demanda por esse tipo de produto, e, não havendo produção nacional suficiente, existe necessidade de importações, o que pode gerar pressões no déficit comercial desse segmento, representando dependência do Brasil a outros países.

Abstract: This article analyzes the relationship between the demand for importation of pharmacochemical and pharmaceutical products and economic variables (exchange rate, import prices, and aggregate income) in Brazil, using monthly data from 1997-2014. The main results showed that increases in aggregate income and price reductions in imports have a positive and significant impact (elastic and inelastic, respectively) on imports. Exchange rate was only significant in the more aggregate model. Thus, aggregate income was a robust variable with strong impact on the importation of pharmacochemical and pharmaceutical products. The arguments in the literature that this industry's international trade deficit is related to a deficit in knowledge and technology and the current study's results provide evidence that as economic activity grows, there is a greater demand for this type of product. Additionally, if domestic production is insufficient, there is a need for imports, which can generate pressure on the trade deficit in the industry and contribute to Brazil's dependence on other countries.

Resumen: Este artículo analiza la relación entre la demanda de importaciones de productos farmoquímicos y farmacéuticos y las variables económicas (tasa de cambio, precio de las importaciones y renta agregada), en Brasil, utilizando datos mensuales del período 1997-2014. Los principales resultados mostraron que los aumentos en la renta agregada y las reducciones en los precios de las importaciones tienen un impacto positivo y significativo, respectivamente, de forma elástica e inelástica sobre las importaciones. La tasa de cambio fue significativa sólo en el modelo más agregado. Por tanto, la renta agregada se mostró una variable bastante robusta y con un fuerte impacto sobre las importaciones de los productos farmoquímicos y farmacéuticos. Considerando los argumentos explicitados en la literatura, acerca de que el déficit en el comercio internacional de esa industria se relaciona con el déficit en conocimiento y tecnología, sumado a los resultados hallados en este trabajo, hay indicios de que conforme el nivel de actividad económica crece, se produce una mayor demanda por ese tipo de productos, y, sin existir producción nacional suficiente, hay una necesidad de importaciones, lo que puede generar presiones en el déficit comercial de este segmento, representando la dependencia de Brasil de otros países.

Efeitos das condições macroeconômicas sobre a saúde no Brasil / Effects of macroeconomic conditions on health in Brazil

Objetivo: Analisar a relação entre condições macroeconômicas e saúde no Brasil. Métodos: Para analisar o impacto do emprego e a renda sobre a mortalidade, utilizou-se um painel de dados para o Brasil em nível estadual para o período de 1981-2002. Como proxy para saúde, foram utilizadas as informações sobre a taxa de mortalidade obtidas do Sistema de Informações sobre Mortalidade (SIM). Para as condições macroeconômicas, foram empregadas as variáveis emprego e renda média e para os aspectos socioeconômicos, considerou-se a taxa de analfabetismo. Os efeitos das variáveis foram estimados por modelos estático e dinâmico a fim de analisar duas hipóteses: 1) a hipótese de Ruhm, que sugere que elevadas taxas de emprego e de renda estão associadas com maior taxa de mortalidade e 2) a hipótese de Brenner, que indica que elevadas taxas de emprego e de renda estão relacionadas a menores taxas de mortalidade. Resultados: A relação entre a taxa de mortalidade (proxy utilizada para a saúde) com as condições macroeconômicas (mensurada por meio da taxa de emprego) se mostrou negativa. As estimativas indicaram que a taxa de mortalidade total foi maior nos períodos de recessão econômica, sugerindo que à medida que as condições macroeconômicas melhoram, aumentando o nível de emprego na economia, ocorreu uma queda na taxa de mortalidade...

Effects of macroeconomic conditions on health in Brazil.

OBJECTIVE: To analyze the relationship between macroeconomic conditions and health in Brazil. METHODS: The analysis of the impact of employment and income on mortality in Brazil was based on panel data from Brazilian states between 1981 and 2002. Mortality rates obtained from the national mortality database was used as a proxy for health status, whereas the variables employment, income, and illiteracy rates were used as proxies for macroeconomic and socioeconomic conditions. Static and dynamic models were applied for the analysis of two hypotheses: a) there is a positive relationship between mortality rates and income and employment, as suggested by Ruhm; b) there is a negative relationship between mortality rates and income and employment, as suggested by Brenner. RESULTS: There was found a negative relationship between mortality rates (proxy for health) and macroeconomic conditions (measured by employment rate). The estimates indicated that the overall mortality rate was higher during economic recession, suggesting that as macroeconomic conditions improved, increasing employment rates, there was a decrease in the mortality rate. The estimate for the relationship between illiteracy (proxy for education level) and mortality rate showed that higher levels of education can improve health. CONCLUSIONS: The results from the static and dynamic models support Brenner's hypothesis that there is a negative relationship between mortality rates and macroeconomic conditions.