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1.
Rev Saude Publica ; 51(0): 10, 2017 Mar 02.
Article in English, Portuguese | MEDLINE | ID: mdl-28273231

ABSTRACT

OBJECTIVE: Our main objective was to analyse how the evolution of household assets ownership affected the Indicador Econômico Nacional (IEN - National Wealth index) and to point out the most stable assets and which lost importance more quickly. METHODS: We analysed the trend of the ownership of each IEN variable and the distribution of the households' scores. We calculated the correlation coefficients of each variable separately with the IEN score and the household income. We also evaluated how the changes of the score distribution over time affected the validity of the published reference cut-points. We used data from consortium surveys conducted every two years from 2002 to 2014 in the city of Pelotas, Brazil. RESULTS: An increase in the educational level of household heads and in the ownership of all IEN assets, except radio and telephone, was observed in the study period. In general, the correlation of the assets with the IEN scores decreased over time. There was an increase in the score, with a consequent increase in the quintiles cut-points, but the distance between these cut-points had no significant variation. Thus, the reference cut-points for Pelotas, quickly became outdated. CONCLUSIONS: Some assets showed greatly reduction on its importance for the indicator, and the reference cut-points became obsolete very quickly. It is essential for a standardized wealth (or asset) index with research purposes to be updated frequently, especially the cut-points of reference distribution. OBJETIVO: Analisar como a evolução temporal da posse de bens domésticos afetou o Indicador Econômico Nacional e como essas mudanças afetaram o poder discriminatório do indicador. MÉTODOS: Analisou-se a evolução temporal da posse de cada uma das variáveis do Indicador Econômico Nacional, bem como da distribuição do escore dos domicílios. Utilizamos dados de inquéritos populacionais realizados bienalmente no município de Pelotas, RS, de 2002 a 2014. Foi calculado o coeficiente de correlação de cada variável isoladamente com o escore do Indicador Econômico Nacional e com a renda familiar. Avaliamos também como a variação da distribuição do escore ao longo do tempo afetou a validade da utilização dos pontos de corte de referência publicados. RESULTADOS: Houve aumento da escolaridade dos chefes das famílias e da posse de todos os bens, exceto rádio e linha telefônica no período. A correlação dos bens com o Indicador Econômico Nacional reduziu com o tempo. O escore aumentou, com consequente incremento nos pontos de corte dos quintis, mas a distância entre os pontos não teve variação importante. Assim, os pontos de corte de referência publicados para Pelotas rapidamente ficaram desatualizados. CONCLUSÕES: Alguns bens perderam a capacidade discriminatória e os pontos de corte ficaram obsoletos rapidamente. É essencial um indicador de bens padronizado para uso em pesquisa, que seja atualizado com frequência, em especial os pontos de corte da distribuição de referência.


Subject(s)
Household Articles/economics , Household Articles/statistics & numerical data , Ownership/economics , Ownership/statistics & numerical data , Social Conditions/economics , Social Conditions/statistics & numerical data , Adult , Brazil , Educational Status , Family Characteristics , Humans , Income/statistics & numerical data , Middle Aged , Time Factors
2.
Rev. saúde pública ; Rev. saúde pública;51: 10, 2017. tab, graf
Article in English | LILACS | ID: biblio-845862

ABSTRACT

ABSTRACT OBJECTIVE Our main objective was to analyse how the evolution of household assets ownership affected the Indicador Econômico Nacional (IEN – National Wealth index) and to point out the most stable assets and which lost importance more quickly. METHODS We analysed the trend of the ownership of each IEN variable and the distribution of the households’ scores. We calculated the correlation coefficients of each variable separately with the IEN score and the household income. We also evaluated how the changes of the score distribution over time affected the validity of the published reference cut-points. We used data from consortium surveys conducted every two years from 2002 to 2014 in the city of Pelotas, Brazil. RESULTS An increase in the educational level of household heads and in the ownership of all IEN assets, except radio and telephone, was observed in the study period. In general, the correlation of the assets with the IEN scores decreased over time. There was an increase in the score, with a consequent increase in the quintiles cut-points, but the distance between these cut-points had no significant variation. Thus, the reference cut-points for Pelotas, quickly became outdated. CONCLUSIONS Some assets showed greatly reduction on its importance for the indicator, and the reference cut-points became obsolete very quickly. It is essential for a standardized wealth (or asset) index with research purposes to be updated frequently, especially the cut-points of reference distribution.


RESUMO OBJETIVO Analisar como a evolução temporal da posse de bens domésticos afetou o Indicador Econômico Nacional e como essas mudanças afetaram o poder discriminatório do indicador. MÉTODOS Analisou-se a evolução temporal da posse de cada uma das variáveis do Indicador Econômico Nacional, bem como da distribuição do escore dos domicílios. Utilizamos dados de inquéritos populacionais realizados bienalmente no município de Pelotas, RS, de 2002 a 2014. Foi calculado o coeficiente de correlação de cada variável isoladamente com o escore do Indicador Econômico Nacional e com a renda familiar. Avaliamos também como a variação da distribuição do escore ao longo do tempo afetou a validade da utilização dos pontos de corte de referência publicados. RESULTADOS Houve aumento da escolaridade dos chefes das famílias e da posse de todos os bens, exceto rádio e linha telefônica no período. A correlação dos bens com o Indicador Econômico Nacional reduziu com o tempo. O escore aumentou, com consequente incremento nos pontos de corte dos quintis, mas a distância entre os pontos não teve variação importante. Assim, os pontos de corte de referência publicados para Pelotas rapidamente ficaram desatualizados. CONCLUSÕES Alguns bens perderam a capacidade discriminatória e os pontos de corte ficaram obsoletos rapidamente. É essencial um indicador de bens padronizado para uso em pesquisa, que seja atualizado com frequência, em especial os pontos de corte da distribuição de referência.


Subject(s)
Humans , Adult , Middle Aged , Ownership/economics , Ownership/statistics & numerical data , Social Conditions/economics , Social Conditions/statistics & numerical data , Household Articles/economics , Household Articles/statistics & numerical data , Time Factors , Brazil , Family Characteristics , Educational Status , Income/statistics & numerical data
3.
Salud Publica Mex ; 57(3): 201-10, 2015.
Article in Spanish | MEDLINE | ID: mdl-26302122

ABSTRACT

OBJECTIVES: To determine the importance of Ae. aegypti breeding-sites in Merida;to evaluate the impact of Recicla por tu bienestar (RxB, a recycling program) on the reduction of breeding sites and the perception of participants. MATERIALS AND METHODS: The relative importance for pupae production of the different types of breeding-sites was determined. Pre-and post-RxB entomological surveys were performed in participant neighborhoods to evaluate the impact on total containers and positive breeding-sites. A survey on the perception of participating people about dengue prevention and control and RxB was applied. RESULTS: Buckets/pots and "small diverse items" were the most important breeding-sites. RxB had a significant impact in the reduction of total containers (IRR = 0.74), positive containers (IRR = 0.33) and the risk of a house being positive for Ae. aegypti (OR = 0.41). All the interviewed participants referred RxB as needed and most consider it useful. CONCLUSIONS: RxB should be considered as a good practice for the dengue vector control.


Subject(s)
Aedes/growth & development , Disease Reservoirs , Government Programs , Household Articles/statistics & numerical data , Insect Vectors/growth & development , Mosquito Control , Recycling , Animals , Dengue/prevention & control , Larva , Mexico , Public Opinion , Pupa , Water
4.
Salud pública Méx ; 57(3): 201-210, may.-jun. 2015. ilus, tab
Article in Spanish | LILACS | ID: lil-756612

ABSTRACT

Objetivos. Determinar la importancia de los criaderos de Ae. aegypti en Mérida; evaluar el impacto del programa Recicla por tu bienestar (RxB) sobre la presencia/abundancia de éstos y la percepción de los habitantes. Material y métodos. Se calculó la importancia de los criaderos por su productividad pupal. Se realizaron muestreos pre y post RxB en colonias para cuantificar el total de recipientes/criaderos. Se aplicó una encuesta a participantes sobre la percepción sobre RxB en colonias seleccionadas. Resultados. Los botes, cubetas y diversos objetos chicos fueron los criaderos más importantes. RxB tuvo un impacto significativo en la reducción del número de recipientes (IRR=0.74), en los recipientes positivos (IRR=0.33) y en la positividad de las viviendas para Ae.aegypti (OR=0.41 j.Todos los entrevistados opinaron que RxB es necesario y la gran mayoría piensa que es útil. Conclusiones. RxB debe ser considerada una buena práctica para el control del vector del dengue.


Objectives. To determine the importance of Ae. aegypti breeding-sites in Merida;to evaluate the impact of Recicla por tu bienestar (RxB, a recycling program) on the reduction of breeding sites and the perception of participants. Materials and methods. The relative importance for pupae production of the different types of breeding-sites was determined. Pre-and post-RxB entomological surveys were performed in participant neighborhoods to evaluate the impact on total containers and positive breeding-sites. A survey on the perception of participating people about dengue prevention and control and RxB was applied. Results. Buckets/pots and "small diverse items" were the most important breeding-sites. RxB had a significant impact in the reduction of total containers (IRR = 0.74), positive containers (IRR = 0.33) and the risk of a house being positive for Ae. aegypti (OR = 0.41). All the interviewed participants referred RxB as needed and most consider it useful. Conclusions. RxB should be considered as a good practice for the dengue vector control.


Subject(s)
Animals , Disease Reservoirs , Mosquito Control , Aedes/growth & development , Recycling , Government Programs , Household Articles/statistics & numerical data , Insect Vectors/growth & development , Public Opinion , Pupa , Water , Dengue/prevention & control , Larva , Mexico
5.
Eur J Oral Sci ; 122(3): 210-5, 2014 Jun.
Article in English | MEDLINE | ID: mdl-24754799

ABSTRACT

We analyzed the association between food insecurity and dental caries in 7- to 9-yr-old schoolchildren. We performed a cross-sectional survey nested in a population-based cohort study of 203 schoolchildren. The participants lived in the urban area of a small town within the western Brazilian Amazon. Dental examinations were performed according to criteria recommended by the World Health Organization. The number of decayed deciduous and permanent teeth as a count variable was the outcome measure. Socio-economic status, food security, behavioral variables, and child nutritional status, measured by Z-score for body mass index (BMI), were investigated, and robust Poisson regression models were used. The results showed a mean (SD) of 3.63 (3.26) teeth affected by untreated caries. Approximately 80% of schoolchildren had at least one untreated decayed tooth, and nearly 60% lived in food-insecure households. Sex, household wealth index, mother's education level, and food-insecurity scores were associated with dental caries in the crude analysis. Dental caries was 1.5 times more likely to be associated with high food-insecurity scores after adjusting for socio-economic status and sex. A significant dose-response relationship was observed. In conclusion, food insecurity is highly associated with dental caries in 7- to 9-yr-old children and may be seen as a risk factor. These findings suggest that food-security policies could reduce dental caries.


Subject(s)
Dental Caries/epidemiology , Food Supply/statistics & numerical data , Body Mass Index , Brazil/epidemiology , Child , Cohort Studies , Cross-Sectional Studies , DMF Index , Educational Status , Female , Household Articles/statistics & numerical data , Humans , Male , Mothers/education , Nutritional Status , Population Surveillance , Risk Factors , Sex Factors , Social Class , Toothbrushing/statistics & numerical data , Urban Health/statistics & numerical data
6.
Rev Panam Salud Publica ; 34(3): 190-7, 2013 Sep.
Article in English | MEDLINE | ID: mdl-24233112

ABSTRACT

OBJECTIVE: To propose a method for the interpolation of yearly local-level covariates of health status that is suitable for panel data analysis of the effect of health services. METHODS: The proposed method distributes the yearly rate of growth of covariates at the regional level (e.g., state) from household survey data, and applies it to interpolate yearly data at the local level (e.g., municipality) between two consecutive census surveys. The method was applied to municipal-level socioeconomic covariates of health status in Brazil for every year between 2001 and 2009. The data was tested on a previously validated analysis of the effects of the Family Health Program on post-neonatal infant mortality in Brazil. RESULTS: A total of 895 628 values were generated for 20 socioeconomic predictors of health status. Valid data were obtained for 5 057 municipalities in the Northeast, Southeast, South, and Center-West regions of Brazil, from 2001 to 2009, covering 98.89% of the municipalities in these regions and 90.87% of municipalities in the country. A supplemental annex includes the interpolated data from 2001 to 2009, plus the 2000 and 2010 census data, for all 5 057 municipalities. An application on a fixed-effect regression model suggested that, compared to linear interpolation, the proposed method reduced multi-collinearity and improved the precision of the estimates of the effects of health services. CONCLUSIONS: The advantages of the proposed interpolation method suggest that it is a feasible solution for panel data analysis of health services at the local level in Brazil and other countries.


Subject(s)
Health Status Indicators , Socioeconomic Factors , Urban Health , Brazil , Community Health Services , Data Collection , Educational Status , Family Characteristics , Household Articles/statistics & numerical data , Humans , Income/statistics & numerical data , Infant , Infant Mortality , Models, Theoretical , Research Design , Sanitation/statistics & numerical data , Water Supply/statistics & numerical data
7.
Rev. panam. salud pública ; 34(3): 190-197, Sep. 2013.
Article in English | LILACS | ID: lil-690808

ABSTRACT

OBJECTIVE: To propose a method for the interpolation of yearly local-level covariates of health status that is suitable for panel data analysis of the effect of health services. METHODS: The proposed method distributes the yearly rate of growth of covariates at the regional level (e.g., state) from household survey data, and applies it to interpolate yearly data at the local level (e.g., municipality) between two consecutive census surveys. The method was applied to municipal-level socioeconomic covariates of health status in Brazil for every year between 2001 and 2009. The data was tested on a previously validated analysis of the effects of the Family Health Program on post-neonatal infant mortality in Brazil. RESULTS: A total of 895 628 values were generated for 20 socioeconomic predictors of health status. Valid data were obtained for 5 057 municipalities in the Northeast, Southeast, South, and Center-West regions of Brazil, from 2001 to 2009, covering 98.89% of the municipalities in these regions and 90.87% of municipalities in the country. A supplemental annex includes the interpolated data from 2001 to 2009, plus the 2000 and 2010 census data, for all 5 057 municipalities. An application on a fixed-effect regression model suggested that, compared to linear interpolation, the proposed method reduced multi-collinearity and improved the precision of the estimates of the effects of health services. CONCLUSIONS: The advantages of the proposed interpolation method suggest that it is a feasible solution for panel data analysis of health services at the local level in Brazil and other countries.


OBJETIVO: Proponer un método para la interpolación de las covariables locales anuales del estado de salud que sea apropiado para el análisis de datos longitudinales del efecto de los servicios de salud. MÉTODOS: El método propuesto, a partir de los datos de las encuestas llevadas a cabo en los hogares, distribuye la tasa anual de crecimiento de las covariables a escala regional (por ejemplo, un estado) y la utiliza para interpolar los datos anuales a escala local (por ejemplo, un municipio) entre dos encuestas censales consecutivas. El método se aplicó a las covariables socioeconómicas a escala municipal del estado de salud en el Brasil para cada año de los comprendidos entre el 2001 y el 2009. Los datos se sometieron a prueba mediante un análisis previamente validado de los efectos del Programa de Salud Familiar sobre la mortalidad posneonatal en lactantes del Brasil. RESULTADOS: Se generaron un total de 895 628 valores correspondientes a 20 factores predictivos socioeconómicos del estado de salud. Se obtuvieron datos válidos de 5 057 municipios de las regiones del nordeste, sudeste, sur y centro-oeste del Brasil, del 2001 al 2009, que comprendían el 98,89% de los municipios de estas regiones y el 90,87% de los municipios del país. Un anexo suplementario incluye los datos interpolados del 2001 al 2009, y los datos de los censos del 2000 y del 2010 correspondientes a los 5 057 municipios. La aplicación de un modelo de regresión de efectos fijos indicó que, en comparación con la interpolación lineal, el método propuesto redujo la multicolinealidad y mejoró la precisión de los cálculos de los efectos de los servicios de salud. CONCLUSIONES: Las ventajas del método de interpolación propuesto indican que cons- tituye una solución factible para el análisis de datos longitudinales de los servicios de salud a escala local en el Brasil y en otros países.


Subject(s)
Humans , Infant , Health Status Indicators , Socioeconomic Factors , Urban Health , Brazil , Community Health Services , Data Collection , Educational Status , Family Characteristics , Household Articles/statistics & numerical data , Income/statistics & numerical data , Infant Mortality , Models, Theoretical , Research Design , Sanitation/statistics & numerical data , Water Supply/statistics & numerical data
8.
Cad Saude Publica ; 28(9): 1802-6, 2012 Sep.
Article in English | MEDLINE | ID: mdl-23033195

ABSTRACT

Aedes aegypti is the main domestic vector of the dengue virus. Control measures to prevent dengue transmission focus on the treatment and elimination of this vector's oviposition sites. There is limited biological information on Ae. aegypti in Argentina. The aim of this study was to characterize Ae. aegypti oviposition sites in the city of Puerto Iguazú, Argentina. We surveyed an area covering nine neighborhoods in 2005. We identified 191 premises as positive for Ae. aegypti, giving a general house index of 9.6%. Premises classified as residential and vacant lots presented the highest number of infested premises, with 9% and 22% respectively. The total number of surveyed containers was 29,600. The overall container index (CI) was 1.1. The most frequently infested containers were water tanks (CI = 37). These preliminary results suggest that vacant lots and water tanks provide suitable breeding areas and environmental conditions, improving the chances of Ae. aegypti survival in Puerto Iguazú.


Subject(s)
Aedes/physiology , Dengue/epidemiology , Disease Reservoirs/statistics & numerical data , Housing , Insect Vectors/physiology , Aedes/anatomy & histology , Animals , Argentina/epidemiology , Entomology , Household Articles/classification , Household Articles/statistics & numerical data , Humans , Manufactured Materials/classification , Manufactured Materials/statistics & numerical data , Mosquito Control , Oviposition/physiology , Population Density , Product Packaging/classification , Product Packaging/statistics & numerical data , Seasons
9.
Rev Bras Epidemiol ; 14(3): 398-410, 2011 Sep.
Article in Portuguese | MEDLINE | ID: mdl-22069008

ABSTRACT

OBJECTIVE: Data from the National Household Survey 2004 was analyzed to compare differences in prevalence among moderate or severe food insecurity. Also, it was compared food security or mild food insecurity households in relation to the assets and other socioeconomic and demographic conditions of the household. METHOD: Private permanent households, with per capita monthly income of up to one minimum wage and with the Brazilian Food Insecurity Scale answered by a household resident were studied (n=51,357). Association of variables with the dependent variable (food security) was verified using χ² test, with 5% significance level. Crude prevalence ratio, respective 95% confidence interval and adjusted analyses were carried out using Poisson multiple regression Stata 8.0. It considers the weights of the complex sampling design of the survey. RESULTS: The per capita monthly household income was the variable with strongest association to food security. Both in urban and rural areas, there were higher risk of moderate or severe food insecurity prevalence ratio when the head of the household was a female, black color, presence of six or more members in the household, metropolitan area and with absence of some specific assets (stove, water filter, refrigerator, freezer, washing machine and cellular phone). In a model that, among assets, included just the refrigerator, it was observed the highest prevalence ratio for household income of up to » of a minimum wage and after this, the absence of refrigerator among households headed by white and black males and white or black female. Although female and black headed households have greater food restriction, internal differences among these groups were higher for households headed by white males and lower for those headed by black females. CONCLUSION: At national level and households with monthly income of up to one minimum age, poor socioeconomic conditions are associated to household food insecurity. This situation is worse among those headed by women and black people. Among poor people, the absence of assets identifies the most vulnerable population to food insecurity and may be used as complementary indicator, mainly in local studies with poor technical resources for data collection and more sophisticated analyzes.


Subject(s)
Black People/statistics & numerical data , Food Supply/statistics & numerical data , Household Articles/statistics & numerical data , Poverty/statistics & numerical data , White People/statistics & numerical data , Brazil , Female , Humans , Male , Middle Aged , Sex Distribution , Socioeconomic Factors
10.
Rev. bras. epidemiol ; Rev. bras. epidemiol;14(3): 398-410, set. 2011.
Article in Portuguese | LILACS | ID: lil-604613

ABSTRACT

OBJETIVO: Com base nos dados da Pesquisa Nacional por Amostra de Domicílios (PNAD, 2004), foram comparadas as diferenças na prevalência de insegurança moderada/grave em relação à segurança alimentar, e insegurança leve quanto à posse de bens de consumo e outras condições socioeconômicas e demográficas. MÉTODOS: Foram estudados os domicílios particulares permanentes, com rendimento domiciliar per capita de até um salário mínimo, utilizando-se a Escala Brasileira de Insegurança Alimentar respondida por morador do domicílio (n=51.357). A associação entre as variáveis e a variável dependente (segurança alimentar) foi verificada pelo teste do Χ2 com nível de significância de 5 por cento. Foram calculadas razões de prevalência brutas e intervalos de confiança de 95 por cento e a análise ajustada foi conduzida por meio de regressão múltipla de Poisson, utilizando Stata 8.0, que incorpora as ponderações do desenho amostral com delineamento complexo. RESULTADOS: A renda domiciliar mensal per capita foi a variável com maior força de associação com a segurança alimentar. Tanto em áreas urbanas quanto rurais, foram encontradas elevadas razões de prevalência para insegurança alimentar moderada ou grave nos domicílios chefiados por mulheres, de cor negra, presença no domicílio de seis ou mais moradores, localização metropolitana e com ausência de alguns bens específicos (fogão, filtro, geladeira, freezer, máquina de lavar roupa e telefone celular). Em modelo que incluiu, entre os bens, apenas a posse de geladeira, a maior razão de prevalência ocorreu na renda de até » de salário mínimo, seguindo-se a ausência de posse de geladeira, tanto nos domicílios chefiados por homens brancos, como por negros e mulheres brancas ou negras. Embora os domicílios chefiados por mulheres e por negros apresentem maior insegurança alimentar, as diferenças intragrupais foram maiores em domicílios chefiados por homens brancos e menores nos de mulheres negras. CONCLUSÃO: Em nível nacional e em domicílios com renda de até um salário mínimo, condições socioeconômicas mais precárias estão associadas à insegurança alimentar, sendo a situação agravada naqueles chefiados por mulheres e onde residem pessoas de cor autorreferida como negra. A ausência de bens identifica, entre os pobres, a população mais vulnerável à insegurança alimentar e pode se constituir em indicador complementar, sobretudo em estudos locais, onde há escassez de recursos técnicos para coleta de dados e análises mais sofisticadas.


OBJECTIVE: Data from the National Household Survey 2004 was analyzed to compare differences in prevalence among moderate or severe food insecurity. Also, it was compared food security or mild food insecurity households in relation to the assets and other socioeconomic and demographic conditions of the household. METHOD: Private permanent households, with per capita monthly income of up to one minimum wage and with the Brazilian Food Insecurity Scale answered by a household resident were studied (n=51,357). Association of variables with the dependent variable (food security) was verified using Χ2 test, with 5 percent significance level. Crude prevalence ratio, respective 95 percent confidence interval and adjusted analyses were carried out using Poisson multiple regression Stata 8.0. It considers the weights of the complex sampling design of the survey. RESULTS: The per capita monthly household income was the variable with strongest association to food security. Both in urban and rural areas, there were higher risk of moderate or severe food insecurity prevalence ratio when the head of the household was a female, black color, presence of six or more members in the household, metropolitan area and with absence of some specific assets (stove, water filter, refrigerator, freezer, washing machine and cellular phone). In a model that, among assets, included just the refrigerator, it was observed the highest prevalence ratio for household income of up to » of a minimum wage and after this, the absence of refrigerator among households headed by white and black males and white or black female. Although female and black headed households have greater food restriction, internal differences among these groups were higher for households headed by white males and lower for those headed by black females. CONCLUSION: At national level and households with monthly income of up to one minimum age, poor socioeconomic conditions are associated to household food insecurity. This situation is worse among those headed by women and black people. Among poor people, the absence of assets identifies the most vulnerable population to food insecurity and may be used as complementary indicator, mainly in local studies with poor technical resources for data collection and more sophisticated analyzes.


Subject(s)
Female , Humans , Male , Middle Aged , Black People/statistics & numerical data , White People/statistics & numerical data , Food Supply/statistics & numerical data , Household Articles/statistics & numerical data , Poverty/statistics & numerical data , Brazil , Sex Distribution , Socioeconomic Factors
11.
Asunción; Dirección General de Estadística, Encuestas y Censos; oct.1996. 90 p. tab, graf.
Monography in Spanish | LILACS, BDNPAR | ID: lil-328250

ABSTRACT

Presenta datos estadísticos sobre las condiciones de vida de la población urbana en cuanto a vivienda, salud, educación, ingreso, pobreza, gastos del hogar y otros aspectos relevantes del hogar. Contiene: población, acceso a servicios educacionales, acceso a servicios de salud, empleo, desempleo e ingreso, pobreza urbana, gastos del hogar, equipamiento del hogar


Subject(s)
Poverty , Unemployment , Employment , Financing, Personal , Health Services Accessibility , Income , Household Articles/statistics & numerical data , Education/statistics & numerical data , Demography , Paraguay
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