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Abstract This study aimed to investigate the association between bullying at school and tooth loss in southern Brazilian adolescents. This population-based cross-sectional study included a representative sample of 15-19-year-old students attending high schools in Santa Maria, southern Brazil. Data on sociodemographic and behavioral variables were collected through questionnaires. Contextual data on bullying at school was provided by educational institutions (bullying episodes in the previous year: 'no,' 'sometimes,' or 'often'). Tooth loss was clinically assessed by the M component of the DMFT index, modeled as a discrete variable. Multilevel Poisson regression was used, and rate ratios (RR) and 95% confidence intervals (CI) were estimated. The prevalence of tooth loss was 9.2% (95%CI = 7.5-10.8). Adolescents who attended the schools where bullying events often occurred had 0.39 (95%CI = 0.33-0.45) missing teeth, on average, in contrast to an average of 0.14 (95%CI = 0.08-0.19) among those whose schools did not experience bullying in the previous year. After adjusting for important cofactors, the contextual variable of bullying at school remained significantly associated with the study outcome. Adolescents who attended schools where bullying frequently occurred were 2.49-fold more likely to have an additional missing tooth than those whose school did not experience bullying in the previous year (RR = 2.49, 95%CI = 1.37-4.51, p = 0.003). In conclusion, the frequent bullying episodes at school were associated with more permanent teeth lost due to caries in this population. Hence, improving the school environment may improve the oral health of adolescents.
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RESUMO Objetivo construir e validar conteúdo de instrumento para avaliação socioestrutural e comportamental associado à infecção pelo HIV em jovens. Método estudo metodológico, desenvolvido em duas etapas: elaboração do instrumento; e validação de conteúdo. Os itens que compuseram o instrumento foram selecionados através de revisão literária, tendo como referencial os domínios multiníveis do Modelo Social Ecológico Modificado, categorizados em componentes socioestruturais e comportamentais. O conteúdo foi avaliado por especialistas em duas rodadas conduzidas pela técnica Delphi, admitindo-se um índice de concordância de, no mínimo, 80%. Resultados a primeira versão do instrumento continha 52 itens, distribuídos em três domínios. Na primeira rodada, 19 itens (36,5%) obtiveram Índice de Validade de Conteúdo inferior a 0,80, dois itens foram excluídos e os demais foram reformulados. Na segunda rodada, 2 itens foram excluídos e 3 foram incorporados como subitem, totalizando 45 itens. O Índice de Validade de Conteúdo do Instrumento foi de 95%. Conclusão e implicações para a prática as recomendações dos especialistas contribuíram para a qualificação do instrumento Avaliação Socioestrutural e Comportamental-HIV, possibilitando a reorganização do conteúdo. O instrumento é válido para a identificação de fatores socioestruturais e comportamentais associados à infecção pelo HIV em jovens, com potencial para constituir planejamento de cuidados preventivos.
RESUMEN Objetivo construir y validar el contenido de un instrumento de evaluación socioestructural y conductual asociada a la infección por VIH en jóvenes. Método estudio metodológico, desarrollado en dos etapas: elaboración del instrumento; y validación de contenido. Los ítems que conformaron el instrumento fueron seleccionados a través de una revisión literaria, tomando como referencia los dominios multinivel del Modelo Ecológico Social Modificado, categorizados en componentes socioestructurales y conductuales. El contenido fue evaluado por expertos en dos rondas realizadas mediante la técnica Delphi, suponiendo una tasa de acuerdo de al menos el 80%. Resultados la primera versión del instrumento contuvo 52 ítems, distribuidos en tres dominios. En la primera ronda, 19 ítems (36,5%) tuvieron un Índice de Validez de Contenido inferior a 0,80, dos ítems fueron excluidos y el resto fueron reformulados. En la segunda ronda, se excluyeron 2 ítems y se incorporaron 3 como subítems, totalizando 45 ítems. El Índice de Validez de Contenido del Instrumento fue del 95%. Conclusión e implicaciones para la práctica las recomendaciones de los expertos contribuyeron para la calificación del instrumento Evaluación Socioestructural y del Comportamiento-VIH, permitiendo la reorganización del contenido. El instrumento es válido para identificar factores socioestructurales y conductuales asociados a la infección por VIH en jóvenes, con potencial para constituir una planificación de atención preventiva.
ABSTRACT Objective to construct and validate the content of an instrument for sociostructural and behavioral assessment associated with HIV infection in young people. Method a methodological study developed in two steps: instrument elaboration; and content validity. The items that made up the instrument were selected through a literary review using the Modified Social Ecological Model multilevel domains as a reference, categorized into sociostructural and behavioral components. Content was assessed by experts in two rounds conducted using the Delphi technique, assuming an agreement rate of at least 80%. Results the first version of the instrument contained 52 items, distributed across three domains. In the first round, 19 items (36.5%) had a Content Validity Index lower than 0.80, two items were excluded and the rest were reformulated. In the second round, 2 items were excluded and 3 were incorporated as subitems, totaling 45 items. The Instrument Content Validity Index was 95%. Conclusion and implications for practice experts' recommendations contributed qualifying the Sociostructural and Behavioral Assessment-HIV instrument, enabling content reorganization. The instrument is valid for identifying socio-structural and behavioral factors associated with HIV infection in young people, with the potential to constitute preventive care planning.
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Humanos , Masculino , Feminino , Adolescente , Adulto , Infecções por HIV/epidemiologia , HIV , Saúde do Adolescente , Populações Vulneráveis , Determinantes Sociais da Saúde , Análise MultinívelRESUMO
Abstract The aim of this study was to assess the factors associated with oral health-related quality of life in adolescents (OHRQoL). Individual data on adolescents were collected from a secondary database. OHRQoL was measured using the oral impact on daily performance (OIDP) scale. Individual- and city-level variables were selected to represent the structural and intermediate determinants of health. The individual covariates analyzed were sex, age, skin color, maternal education, household income, number of people per room in the housing unit, dental attendance, self-perception of dental needs, untreated dental caries, and gingival bleeding. The contextual variables included the allocation factor, the Human Development Index (HDI), Gini coefficient, illiteracy, unemployment, income, average number of emergency dental visits per inhabitant, access to a sanitary sewer system, garbage collection, primary health care coverage, oral health team coverage, and number of tooth extractions between selected dental procedures and supervised toothbrushing. Unadjusted and adjusted multilevel Poisson regression analyses were used to evaluate the relationship between contextual and individual variables with overall OIDP scores (STATA version 16.0) - rate ratio (RR) and 95%CI. The mean OIDP score was 0.72 and the prevalence was 31.8%. There was an association between supervised toothbrushing average and the outcome (RR 0.95; 95%CI 0.91-0.99). Moreover, adolescents who lived in municipalities with the highest average number of emergency dental visits per inhabitant showed a higher OIDP. Sex, maternal education, untreated dental caries, and gingival bleeding were associated with OIDP. In addition, intersectoral public policies focusing on the reduction of social inequalities should be on the agenda of policymakers and stakeholders.
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Resumo O estudo investiga a associação entre o contexto escolar e a ocorrência de múltiplos parceiros entre adolescentes, considerando as variáveis individuais. Estudo transversal com análise multinível, realizado no período de fevereiro a junho de 2018 com estudantes de 14 a 19 anos. A variável desfecho (múltiplos parceiros sexuais) foi coletada com base no questionário Youth Risk Behavior Survey (YRBS). As variáveis do contexto escolar foram tempo na escola (escola regular vs escola integral/semi-integral) e índice de vulnerabilidade social (IVS) do bairro onde a escola está localizada. De 2.500 participantes, 1.044 foram analisados por serem sexualmente ativos. A maioria dos adolescentes (63,89%) teve dois ou mais parceiros. Estudantes de escola regular (mínimo de 4h diárias) tiveram mais chances (OR 1.47, IC 1.10-1.97) de terem múltiplos parceiros sexuais quando comparados àqueles de escola integral/semi-integral (mínimo de 7h diárias). Porém, não houve associação em relação ao IVS dos bairros das escolas (OR 1.18, IC 0.82-1.70). Maior tempo na escola esteve associado a menor chance de múltiplos parceiros sexuais, enquanto estudar em escolas localizadas em bairro de alta vulnerabilidade não esteve associado à ocorrência de múltiplos parceiros sexuais entre adolescentes.
Abstract The objective was to investigate the association between the school context and the occurrence of multiple partners among adolescents, considering individual variables (age, gender, Bolsa Família, LGB, early sexual initiation and use of alcohol or drugs in the last sex). Cross-sectional study with multilevel analysis carried out in 2018 with adolescent students from Olinda, Brazil. The variable (multiple partners) was collected based on the 'Youth Risk Behavior Survey' questionnaire. School context variables were time in school (regular school vs. full/semi-full school) and the Social Vulnerability Index of the school district. Of 2,500 participants, 1,044 were analyzed for being sexually active and most had two or more partners (63.89%). Regular school students were more likely (OR 1.47, CI 1.10-1.97) to have multiple sexual partners compared to those in full-day schools/half-day schools. However, no association was found in relation to the SVI of the schools' neighborhoods (OR 1.18, IC 0.82-1.70). More time spent at school was associated with fewer chances of multiple sexual partners, while studying in schools located in highly vulnerable neighborhoods was not associated with the occurrence of multiple sexual partners among adolescents.
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ABSTRACT Objective To identify factors associated with hospitalization in the intensive care unit in children and adolescents with COVID-19. Methods This was a retrospective cohort study using secondary data of hospitalized children and adolescents (zero to 18 years old) with COVID-19 reported in Paraíba from April 2020 to July 2021, totaling 486 records. Descriptive analysis, logistic regression and multilevel regression were performed, utilizing a significance level of 5%. Results According to logistic regression without hierarchical levels, there was an increased chance of admission to the intensive care unit for male patients (OR = 1.98; 95%CI 1.18 - 3.32), patients with respiratory distress (OR = 2.43; 95%CI 1.29 - 4.56), patients with dyspnea (OR = 3.57; 95%CI 1.77 - 7.18) and patients living in large cities (OR = 2.70; 95%CI 1.07 - 6.77). The likelihood of requiring intensive care was observed to decrease with increasing age (OR = 0.94; 95%CI = 0.90 - 0.97), the presence of cough (OR = 0.32; 95%CI 0.18 - 0.59) or fever (OR = 0.42; 95%CI 0.23 - 0.74) and increasing Gini index (OR = 0.003; 95%CI 0.000 - 0.243). According to the multilevel analysis, the odds of admission to the intensive care unit increased in male patients (OR = 1.70; 95%CI = 1.68-1.71) and with increasing population size of the municipality per 100,000 inhabitants (OR = 1.01; 95%CI 1.01-1.03); additionally, the odds of admission to the intensive care unit decreased for mixed-race versus non-brown-skinned patients (OR = 0.981; 95%CI 0.97 - 0.99) and increasing Gini index (OR = 0.02; 95%CI 0.02 - 0.02). Conclusion The effects of patient characteristics and social context on the need for intensive care in children and adolescents with SARS-CoV-2 infection were better estimated with the inclusion of a multilevel regression model.
RESUMO Objetivo Identificar fatores associados ao internamento na unidade de terapia intensiva de crianças e adolescentes com COVID-19. Método Estudo de coorte retrospectiva, com dados secundários, de crianças e adolescentes hospitalizados (zero a 18 anos), notificados com COVID-19 na Paraíba, de abril de 2020 a julho de 2021, totalizando 486 registros. Foram realizadas análise descritiva, regressão logística e regressão multinível, considerando o nível de significância de 5%. Resultados Na regressão logística sem níveis hierárquicos, ocorreu aumento da chance de internamento na unidade de terapia intensiva em pacientes do sexo masculino (RC = 1,98; IC95% 1,18 - 3,32), com desconforto respiratório (RC = 2,43; IC95% 1,29 - 4,56), dispneia (RC = 3,57; IC95% 1,77 - 7,18) e residentes em cidades com grande porte populacional (RC = 2,70; IC95% 1,07 - 6,77). Foi observada diminuição da chance de cuidados intensivos com aumento da idade em anos (RC = 0,94; IC95%=0,90 - 0,97), presença de tosse (RC = 0,32; IC95% 0,18 - 0,59), febre (RC = 0,42; IC95% 0,23 - 0,74) e aumento no Índice de Gini (RC = 0,003; IC95% 0,000 - 0,243). Na análise multinível, a chance de internamento na unidade de terapia intensiva aumentou no sexo masculino (RC = 1,70; IC95%=1,68-1,71) e por conta do aumento no porte populacional do município a cada 100 mil habitantes (RC = 1,01; IC95% 1,01 - 1,03); a chance de internamento na unidade de terapia intensiva diminuiu em pacientes pardos versus não pardos (RC = 0,981; IC95% 0,97 - 0,99) e por conta do aumento a cada pontuação do Índice de Gini (RC = 0,02; IC95% 0,02 - 0,02). Conclusão Os efeitos das condições próprias do paciente e do contexto social na necessidade de cuidados intensivos em crianças e adolescentes com infecção pelo SARS-CoV-2 são mais bem estimados com a inclusão de um modelo de regressão multinível nas análises.
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Este trabajo tiene como objetivo presentar una mirada global de la aplicabilidad de los modelos de análisis multinivel en el ámbito de la investigación sanitaria. Ofrece información sobre los fundamentos teóricos, metodológicos y estadísticos y, además, menciona los pasos básicos para la construcción de estos modelos, y da ejemplos de su uso, según la estructura jerárquica de los datos. Cabe resaltar que, antes de utilizar estos modelos, se requiere contar con un soporte teórico sobre la necesidad de uso y una valoración estadística que dé cuenta del porcentaje de varianza explicada por el efecto de agrupación de las observaciones. Los requisitos para llevar a cabo este tipo de análisis dependen de condiciones especiales como el tipo de variables, la cantidad de unidades por nivel o el tipo de estructura jerárquica. Se concluye que los modelos de análisis multinivel son una herramienta útil para lograr la integración de información, dadas la complejidad de las relaciones y las interacciones que determinan la mayoría de las condiciones de salud, incluida la pérdida de independencia entre las unidades de observación.
This topic review aims to present a global vision of multilevel analysis models' applicability to health research, explaining its theoretical, methodological, and statistical foundations. We describe the basic steps to build these models and examples of their application according to the data hierarchical structure. It ir worth noticing that before using these models, researchers must have a rationale for needing them, and a statistical evaluation accounting for the variance percentage explained by the observations grouping effect. The requirements to conduct this type of analysis depends on special conditions such as the type of variables, the number of units per level, or the type of hierarchical structure. We conclude that multilevel analysis models are a useful tool to integrate information, considering the complexity of the relationships and interactions involved in most health conditions, including the loss of independence between observation units.
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Análise Multinível , Pesquisa sobre Serviços de Saúde , Viés , BioestatísticaRESUMO
ABSTRACT Objectives. The study aims to assess the trend of neonatal, post-neonatal, and infant mortality from 1996 to 2020 within the metropolitan region of the state of Rio de Janeiro and other regions. Methods. Ecological study using the region as analysis unity. Data were accessed from the Mortality Information System and Live Birth Information System in the capital Rio de Janeiro, in the neighboring areas of Niterói, São Gonçalo, Baixada Fluminense, and the remaining regions of the state of Rio de Janeiro State. We applied Poisson multilevel modeling, where the models' response variables were infant mortality and its neonatal and post neonatal components. Fixed effects of the adjusted models were region and death year variables. Results. During the 1996-2020 period, the Baixada Fluminense showed the highest infant mortality rate as to its neonatal and post neonatal components. All adjusted models showed that the more recent the year the lower the mortality risk. Niterói showed the lowest adjusted risk of infant mortality and its neonatal and post neonatal components. Conclusion. Baixada Fluminense showed the highest mortality risk for infant mortality and its neonatal and post-neonatal components in the metropolitan region. The stabilization in mortality rates in recent years was identified by the research.
RESUMO Objetivos. Avaliar a tendência da mortalidade neonatal, pós-neonatal e infantil de 1996 a 2020, na região metropolitana do estado do Rio de Janeiro e nas outras regiões. Métodos. Estudo ecológico utilizando regiões como unidade de análise. Os dados foram acessados no Sistema de Informações sobre Mortalidade e Sistema de Informações sobre Nascidos Vivos da Capital (Rio de Janeiro), dos territórios vizinhos (Niterói, São Gonçalo e Baixada Fluminense) e das outras regiões do Estado do Rio de Janeiro. Utilizamos a modelagem multinível de Poisson, onde as variáveis de resposta dos modelos foram mortalidade infantil e seus componentes neonatal e pós-neonatal. Os efeitos fixos dos modelos ajustados foram região e ano da morte. Resultados. No período 1996-2020, a Baixada Fluminense apresentou a maior taxa de mortalidade infantil de seus componentes neonatal e pós-natal na região metropolitana. Todos os modelos ajustados mostraram que quanto mais recente o ano, menor o risco de mortalidade. O risco ajustado da mortalidade infantil e seus componentes neonatal e pós-neonatal foi menor em Niterói. Conclusão. A Baixada Fluminense apresentou o maior risco de mortalidade infantil e de seus componentes neonatal e pós-neonatal na região metropolitana. Detectamos estabilização das taxas de mortalidade nos últimos anos.
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Background: Marriage is a second most event after birth. Wikipedia states consanguinity marriage as the property of being from the same kinship as another India is a socially and culturally diverse country, which is also reflected in considerable variation in the prevalence of IPV across regions. The aim of study to identify the prevalence and the factors influencing the spousal violence among consanguineous marriage in India. Methods: The present study utilised the fourth wave of the National family health survey (2015-16), the Indian version of the demographic and health survey. Descriptive, bivariate with Chi-square tests and multivariable multilevel logistic regression analyses were done to determine the extent of association between spousal violence and various predicter variables. Results: The study established the prevalence of spousal violence among consanguineous marriage were higher (33.0%) compared with spousal violence among non-consanguineous marriage (26.0%). Women those who get married with any blood relation experienced more physical violence (16.6%), emotional (27.7%), sexual (7.6%) compared with women those who get marriage with non-blood relation, physical violence (11.0%), emotional (22.4%), sexual (5.5%) respectively. Conclusions: The finding is expected to contribute to formulating an appropriate policy to combat Spouse violence in consanguineous marriage among women at the national level of India. The study also showed a significant association between consanguinity and experience more emotional as compared to physical and sexual violence. The results argue for manipulating contextual factors to empower women to challenge gender-related equations and investing in education for gender sensitization at the higher-level social ecologies.
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BACKGROUND@#Individual-level social capital is an important determinant of older adults' long-term care needs; however, there is scant evidence regarding community-level social capital. Therefore, we investigated the association between community-level social capital and the prevalence of the need for long-term care among older adults.@*METHODS@#Between January and February 2018, a cross-sectional survey was conducted among all older adults (n = 13,558) aged 65 to 74 years in a rural municipality in Japan (total population, n = 72,833). A self-reported questionnaire was used to identify community-level social capital, comprising civic participation, social cohesion, and reciprocity. A multilevel logistic regression analysis was performed to estimate the odds ratios of the need for long-term care and a decline in social activity competence as assessed by instrumental activities of daily living. For the analysis, the community levels were divided into 76 voting districts and adjusted for daily life, lifestyle, socioeconomic status, health conditions, and the three social capital subscale scores at the individual level.@*RESULTS@#After adjusting for the covariates, we observed a tendency that a higher community level of reciprocity was associated with a lower prevalence of long-term care needs (OR: 0.86, 95% confidence interval: 0.75-1.00), whereas a high community level of social cohesion was associated with a significantly reduced decline in instrumental activities of daily living (OR per standard deviation increase: 0.87, 95% confidence interval: 0.79-0.96). No significant association was found with civic participation. Similarly, individual-level social capital was associated with the need for long-term care and decline in instrumental activities of daily living.@*CONCLUSIONS@#Our findings suggest that good community-level reciprocity or social cohesion as well as good individual social capital status may help prevent the need for long-term care among older adults.
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Humanos , Idoso , Relações Interpessoais , Atividades Cotidianas , Participação Social , Capital Social , Análise Multinível , Estudos Transversais , Assistência de Longa Duração , Japão/epidemiologia , Apoio SocialRESUMO
ABSTRACT Objectives: to investigate studies that adopted the multilevel analysis model to identify behavioral and structural risk factors associated with HIV infection. Methods: an integrative review of the literature with studies available in full, obtained from EMBASE, CINAHL, Pubmed, and Scopus, whose selected descriptors were the indexed terms: "HIV", "multilevel analysis" and "behavior". Results: the search resulted in 236 studies. Out of these, ten studies comprised the sample. Economic disadvantage, neighborhood characteristics, housing instability, incarceration, transactional sex, multiple partners, substance abuse, and age at first intercourse were classified as structural and behavioral risk factors for HIV. Reduced socioeconomic disadvantage, provision of housing stability, and condom use were associated with protective factors for HIV exposure. Conclusions: by applying the multilevel model in risk factor research studies, it was possible to identify the structural and behavioral elements of HIV risk.
RESUMEN Objetivos: investigar estudios que adoptaron el modelo del análisis multinivel para identificar los factores de riesgo comportamentales y estructurales asociados al VIH. Método: es una revisión bibliográfica integradora con estudios disponibles en su totalidad, obtenidos de las bases de datos EMBASE, CINAHL, Pubmed y Scopus, cuyos descriptores fueron los términos: "HIV", "multilevel analysis", "behavior". Resultados: diez artículos, de los 236 encontrados, formaron parte de la muestra. Desventajas económicas, características del vecindario, inestabilidad habitacional, encarcelamiento, sexo transaccional, parejas múltiples, abuso de sustancias y edad de la primera relación sexual se destacaron como factores de riesgo estructurales y comportamentales del VIH. La reducción de desventajas socioeconómicas, la provisión de estabilidad habitacional y el uso de preservativos están asociados a la protección contra el VIH. Conclusiones: al aplicar el modelo multinivel en los estudios de investigación de los factores de riesgo, fue posible identificar los elementos estructurales y comportamentales del riesgo del VIH.
RESUMO Objetivos: investigar estudos que adotaram o modelo de análise multinível na identificação de fatores de risco comportamentais e estruturais, que estão associados a infecção pelo HIV. Métodos: revisão integrativa da literatura com estudos disponíveis na íntegra, obtidos nas bases EMBASE, CINAHL, Pubmed e Scopus, cujos descritores selecionados foram os termos constantes: "HIV", "multilevel analysis", "behavior". Resultados: a pesquisa resultou em 236 artigos. Destes, dez artigos compuseram a amostra. Desvantagem econômica, características de vizinhança, instabilidade habitacional, encarceramento, sexo transacional, múltiplos parceiros, abuso de substâncias e idade da primeira relação sexual foram classificados como fatores de risco estruturais e comportamentais ao HIV. Redução da desvantagem socioeconômica, fornecimento de estabilidade habitacional e uso de preservativos foram associados a fatores de proteção à exposição ao HIV. Conclusões: com a aplicabilidade do modelo multinível nos estudos de investigação de fatores de risco, foi possível identificar os elementos estruturais e comportamentais de risco ao HIV.
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Abstract: Although mortality from ischemic heart disease has declined over the past decades in Argentina, ischemic heart disease remains one of the most frequent causes of death. This study aimed to describe the role of individual and contextual factors on premature ischemic heart disease mortality and to analyze how educational differentials in premature ischemic heart disease mortality changed during economic fluctuations in two provinces of Argentina from 1990 to 2018. To test the relationship between individual (age, sex, and educational level) and contextual (urbanization, poverty, and macroeconomic variations) factors, a multilevel Poisson model was estimated. When controlling for the level of poverty at the departmental level, we observed inequalities in premature ischemic heart disease mortality according to the educational level of individuals, affecting population of low educational level. Moreover, economic expansion was related to an increase in ischemic heart disease mortality, however, expansion years were not associated with increasing educational inequalities in ischemic heart disease mortality. At the departmental level, we found no contextual association beween area-related socioeconomic level and the risk of ischemic heart disease mortality. Despite the continuing decline in ischemic heart disease mortality in Argentina, this study highlighted that social inequalities in mortality risk increased over time. Therefore, prevention policies should be more focused on populations of lower socioeconomic status in Argentina.
Resumen: Si bien la mortalidad por cardiopatía isquémica ha disminuido en las últimas décadas en Argentina, la cardiopatía isquémica sigue siendo una de las causas más frecuentes de muerte. Los objetivos de este estudio fueron describir el papel de los factores individuales y contextuales en la mortalidad prematura por cardiopatía isquémica y analizar cómo estos cambiaron las diferencias educativas en la mortalidad prematura por cardiopatía isquémica durante las variaciones económicas en dos provincias de Argentina durante el periodo 1990-2018. Para probar la relación entre los factores individuales (edad, género y nivel de educación) y contextuales (urbanización, pobreza y variaciones macroeconómicas), se estimó un modelo de Poisson multinivel. Controlando el nivel de pobreza en el ámbito departamental, se observaron desigualdades en la mortalidad prematura por cardiopatía isquémica según el nivel de educación de los individuos, lo que afecta a la población con bajo nivel de educación; la expansión económica se relacionó con el aumento de la mortalidad por cardiopatía isquémica; sin embargo, el periodo de expansión no estuvo asociado a aumentos de las desigualdades educativas en la mortalidad por cardiopatía isquémica. En el ámbito departamental no se detectó asociación entre el nivel socioeconómico de la área y el riesgo de mortalidad por cardiopatía isquémica. A pesar de la disminución continua de la mortalidad por cardiopatía isquémica en Argentina, este estudio destaca que las desigualdades sociales con relación al riesgo de mortalidad tuvieron un aumento con el tiempo. Por lo tanto, las políticas de prevención deberán dirigirse más a las poblaciones de menor nivel socioeconómico en Argentina.
Resumo: Embora a mortalidade por doença isquêmica do coração tenha diminuído nas últimas décadas na Argentina, a doença isquêmica do coração continua sendo uma das causas mais frequentes de morte. Os objetivos deste estudo foram descrever o papel de fatores individuais e contextuais na mortalidade prematura por doença isquêmica do coração e analisar como as diferenças educacionais na mortalidade prematura por doença isquêmica do coração mudaram durante as flutuações econômicas em duas províncias da Argentina durante o período 1990-2018. Para testar a relação entre fatores individuais (idade, sexo e escolaridade) e contextuais (urbanização, pobreza e variações macroeconômicas), estimou-se um modelo de Poisson multinível. Controlando o nível de pobreza no nível departamental, observaram-se desigualdades na mortalidade prematura por doença isquêmica do coração de acordo com o nível educacional dos indivíduos, afetando a população de baixa escolaridade; a expansão econômica esteve relacionada ao aumento da mortalidade por doença isquêmica do coração; no entanto, os anos de expansão não foram associados a aumentos nas desigualdades educacionais na mortalidade por doença isquêmica do coração. No nível departamental, não foi detectada uma associação contextual entre nível socioeconômico da área e risco de mortalidade por doença isquêmica do coração. Apesar do contínuo declínio da mortalidade por doença isquêmica do coração na Argentina, este estudo destaca que as desigualdades sociais em relação ao risco de mortalidade aumentaram ao longo do tempo. Portanto, as políticas de prevenção devem ser mais focadas nas populações de menor nível socioeconômico na Argentina.
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Resumen Introducción: El objetivo principal de este trabajo es conocer la interrelación entre la percepción de los climas empowering y disempowering generados por los entrenadores (nivel equipo) con la satisfacción y frustración de las necesidades psicológicas básicas, y estas, a su vez, con las intenciones de continuar y abandonar la práctica deportiva (nivel individual) en jóvenes deportistas. Método: Participaron 251 deportistas mexicanos (M = 13.22, DT = 1.28) pertenecientes a 19 equipos. Se les aplicó una batería de cuestionarios para la recolección de datos y se realizó un análisis multinivel de ecuaciones estructuradas. Resultados: El modelo de ecuaciones estructurales reveló asociaciones positivas entre las percepciones de climas empowering desde una perspectiva grupal sobre la satisfacción de necesidades psicológicas básicas y de estas sobre las intenciones de continuar la práctica deportiva desde una perspectiva individual, así como entre las percepciones de un clima disempowering sobre la frustración de las necesidades psicológicas básicas y de estas sobre las intenciones de abandono. Conclusión: Los hallazgos de este estudio sugieren en un nivel aplicado que el clima empowering actúa como catalizador del bienestar psicológico y como protector de la aparición de frustración, mientras que el clima disempowering facilita el desarrollo de respuestas psicológicas desadaptativas en el deporte.
Abstract Introduction: The main objective of this work is to know the interrelation between the perception of empowering and disempowering climates generated by coaches (team level) with basic psychological needs satisfaction and frustration, and these in turn, with the intentions to continue and abandon sports practice (individual level) in young athletes. Method: 251 Mexican athletes participated (M = 13. 22, SD = 1.28) belonging to 19 teams. A battery of questionnaires was applied for data collection and a multilevel structured equation analysis was performed. Results: The structural equation model revealed positive associations between perceptions of empowering climates from a group perspective on the satisfaction of basic psychological needs and of these on intentions to continue practicing sports from an individual perspective; as well as between perceptions of a disempowering climate on the frustration of basic psychological needs and of these on intentions to drop out. Conclusion: The findings of this study suggest at an applied level that the empowering climate acts as a catalyst of psychological well-being and as a protector against the occurrence of frustration, while the disempowering climate facilitates the development of maladaptive psychological responses in sport.
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Resumen Evaluamos la asociación entre inequidad en los ingresos y caries de la infancia temprana en Colombia, utilizando un análisis multinivel. Analizamos datos del último estudio nacional de salud bucal (2014) e información sobre ingresos en términos absolutos y relativos a nivel departamental. Los desenlaces fueron experiencia de caries y caries no tratada. Se utilizó un modelo de regresión logística multinivel con dos niveles: niños/familias (nivel 1) anidados en departamentos (nivel 2). En el nivel 1 se consideraron variables de edad, sexo, posición socioeconómica (PSE) de la vivienda, ingresos del hogar y régimen de aseguramiento en salud. Para el nivel 2 las variables fueron coeficiente Gini, Necesidades Básicas Insatisfechas (NBI) y Producto Interno Bruto (PIB). Se evaluaron datos de 5.250 niños de 1, 3 y 5 años, 36.9% tenían experiencia de caries y 33.0% caries no tratada. Los desenlaces mostraron asociaciones significativas con edad, PSE baja del hogar y pertenecer al régimen subsidiado de salud. Para caries no tratada se encontraron asociaciones con PSE baja o muy baja (OR: 1.72; IC95% 1.42, 2.07 y OR: 1.69; IC95% 1.36, 2.09 respectivamente) y régimen subsidiado de salud (OR: 1.58; IC95% 1.11, 2.24). No se encontraron asociaciones significativas con indicadores de coeficiente Gini, PIB y NBI.
Abstract The association between income inequality and dental caries on early childhood in Colombia was evaluated using a multi-level analysis. We analyzed data from the latest national oral survey (2014) and information about income in absolute and relative terms on a state-level. The outcomes were caries experience, and untreated caries. A multilevel logistic regression model was used (2 levels) with children/households nested within states. Age, gender, area-level socioeconomic position (SEP), household income and health insurance regime were the level 1 explanatory variables. For level 2, variables were the Gini coefficient, Unsatisfied Basic Needs (UBN) and Gross Domestic Product (GDP). Data from 5.250 children, aged 1, 3 and 5 years were evaluated. Prevalence of caries experience and untreated caries was 36.9% and 33.0% respectively. Both outcomes showed significant associations with age, low SEP and belonging to the subsidized health insurance regime: untreated dental caries was associated with living in low and very low SEP (OR: 1.72; 95%CI 1.42, 2.07 and OR: 1.69; 95%CI 1.36, 2.09 respectively), and subsidized health insurance scheme (OR: 1.58; 95%CI 1.11, 2.24). When the Gini, GDP and UBN indicators were included in the models, no significant associations were found.
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Resumen Introducción: la fragilidad es un indicador del estado de salud en la vejez y un síndrome clínico común en adultos mayores; conlleva un elevado riesgo de resultados deficientes de salud que incluyen caídas, incidentes de discapacidad, hospitalización y mortalidad. Este estudio tuvo como objetivo identificar las diferentes trayectorias de la fragilidad y los factores relacionados con esta entre adultos mayores mexicanos a lo largo del tiempo. Metodología: los datos provienen de un panel de cuatro rondas compuesto por adultos mayores mexicanos y desarrollado de 2001 a 2015 por el Estudio Nacional de Salud y Envejecimiento en México (ENASEM). La fragilidad es la acumulación de déficits a partir de un índice de fragilidad. Se aplicó un análisis multinivel, utilizando modelos jerárquicos para conocer los cambios de trayectorias de fragilidad y qué factores se relacionan con ella. Resultados: ser mujer mayor, viuda y tener un bajo nivel educativo fueron factores de riesgo para un índice de fragilidad alto y una menor satisfacción financiera o realizar actividades en el hogar tienen efectos adversos. Conclusiones: se halló una prevalencia de la fragilidad según la proporción de déficits que poseen los individuos y sus primordiales componentes asociados. Se requiere mejorar las condiciones socioeconómicas de salud en fases previas a la vejez con miras a evitar la presencia de fragilidad en el futuro.
Abstract Introduction: Frailty is an indicator of health status in old age and a common clinical syndrome in older adults that carries an increased risk of poor health outcomes, including falls, incidents of disability, hospitalization, and mortality. This study aimed to identify the different trajectories of frailty and the factors related to frailty among Mexican older adults over time. Methods: Data are from a four-wave panel composed of older Mexican adults from 2001 to 2015 of the Mexican Health and Aging Study (MHAS). Frailty is the accumulation of deficits using a frailty index. A multilevel analysis, using hierarchical models, was applied to know the changes of frailty trajectories and what factors are related to it. Results: Being female, older, being widowhood, and having a lower level of education were risk factors for having a high frailty index and lower financial satisfaction doing activities at home have adverse effects. Conclusion: The findings of this work present information about the prevalence of frailty considering the proportion of deficits that individuals possess and their main associated components in older Mexican adults. It is necessary to improve socioeconomic health conditions in phases before old age to avoid developing frailty in the future.
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Humanos , Masculino , Feminino , Idoso , Idoso de 80 Anos ou mais , Envelhecimento , Fragilidade , Estudos Longitudinais , MéxicoRESUMO
Abstract This study aimed to analyze the role of period, geographic and socio demographic factors in cancer-related mortality by prostate, breast, cervix, colon, lung and esophagus cancer in Brazilians capitals (2000-2015). Ecological study using data of Brazilian Mortality Information. Multilevel Poisson models were used to estimate the adjusted risk of cancer mortality. Mortality rate levels were higher in males for colon, lung and esophageal cancers. Mortality rates were highest in the older. Our results showed an increased risk of colon cancer mortality in both sexes from 2000 to 2015, which was also evidenced for breast and lung cancers in women. In both genders, the highest mortality risk for lung and esophageal cancers was observed in Southern capitals. Midwestern, Southern and Southeastern capitals showed the highest mortality risk for colon cancer both for males and females. Colon cancer mortality rate increased for both genders, while breast and lung cancers mortality increased only for women. The North region showed the lowest mortality rate for breast, cervical, colon and esophageal cancers. The Midwest and Northeast regions showed the highest mortality rates for prostate cancer.
Resumo Este estudo teve como objetivo analisar o papel de fatores temporais, geográficos e sociodemográficos na mortalidade por câncer de próstata, mama, colo do útero, cólon, pulmão e esôfago nas capitais brasileiras (2000-2015). Estudo ecológico utilizando informações brasileiras de mortalidade. Modelos de Poisson multinível foram usados para estimar o risco ajustado de mortalidade por câncer. Os níveis de mortalidade foram maiores em homens para câncer de cólon, pulmão e esôfago. As taxas de mortalidade foram mais altas nos idosos. Nossos resultados mostraram risco aumentado de mortalidade por câncer de cólon em ambos os sexos de 2000 a 2015, o que também foi evidenciado para câncer de mama e de pulmão em mulheres. Em ambos os sexos, o maior risco de mortalidade para câncer de pulmão e esôfago foi observado nas capitais do Sul. As capitais do Centro-Oeste, Sul e Sudeste apresentaram o maior risco de mortalidade por câncer de cólon tanto para homens quanto para mulheres. A taxa de mortalidade por câncer de cólon aumentou para ambos os sexos, enquanto a mortalidade por câncer de mama e de pulmão aumentou apenas para as mulheres. A região Norte apresentou a menor taxa de mortalidade por câncer de mama, colo do útero, cólon e esôfago. As regiões Centro-Oeste e Nordeste apresentaram as maiores taxas de mortalidade por câncer de próstata.
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Neoplasias da Mama/epidemiologia , Próstata , Colo do Útero , Colo , Esôfago , Análise Multinível , PulmãoRESUMO
Abstract: This cross-sectional study evaluated factors associated with toothache in 12-year-old adolescents from the state of Minas Gerais in Brazil. Secondary data were collected from the SB Minas Gerais 2012 epidemiological survey. The dependent variable was toothache in the past 6 months. The independent variables were grouped into two levels: individual (sex, ethnic group, family income, periodontal condition, dental caries, dental treatment needs, and type of service used) and contextual (allocation factor, Human Development Index, Gini coefficient, gross domestic product, unemployment, illiteracy, basic sanitation, garbage collection, family income, half or a quarter of a minimum wage, primary healthcare coverage, primary oral healthcare team coverage, oral health technician, access to individual dental care, and supervised tooth brushing). A multilevel analysis was performed using the Hierarchical Linear and Nonlinear Modeling Software Program to assess the association of individual and contextual variables with toothache in the last 6 months. The prevalence of toothache in the last six months among the adolescents of this study was 19.1%. An association was found with family income (p <0.001), dental caries (p <0.001), primary oral healthcare team coverage (p = 0.015) and oral health technician (p = 0.008). Socioeconomic conditions and the most prevalent oral diseases, such as dental caries, as well as the use of public services, were related to toothache in adolescents aged 12 years. These findings reinforce the need to develop and implement public policies to address the oral health problems of this population.
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ABSTRACT Objective: The aim of this study was to analyze the relationship between adolescent and young adult homicide mortality rates in Brazilian municipalities according to gender, race, and contextual characteristics at the municipal and federation unit levels. Methods: This is an ecological study that used secondary data available from the death records of the Mortality Information System and socioeconomic data from the Brazilian Census. The dependent variables were homicide mortality rates among people aged 15-29 years by sex and race from 2015 to 2017. The contextual variables were related to education, income, schooling, and vulnerability. Multilevel linear regression was applied in an ecological model to verify the first- and second-level variables' effect. Each variable's effect was estimated using β and its respective confidence intervals (95%CI) and statistical significance. Results: There was a direct and significant relationship between the adolescent and young adult mortality rates and the homicide mortality rates among adults, regardless of sex and race/skin color. However, this relationship was more pronounced among black adolescents and young adults. At the federative unit level, the human development index was significantly related to the mortality rates of black men, white men, and white women. Conclusion: There is racial inequality in adolescent and young adult mortality from violence in Brazil; the rates are related to municipal characteristics, such as violence in the adult population and inequalities in education and social protection.
RESUMO Objetivo: Analisar a relação entre as taxas de mortalidade por homicídios de adolescentes e adultos jovens em municípios brasileiros segundo sexo, raça e características contextuais nos níveis municipal e das unidades da federação. Métodos: Estudo ecológico que utilizou dados secundários disponíveis nos registros de óbitos do Sistema de Informação sobre Mortalidade e dados socioeconômicos do Censo Brasileiro. As variáveis dependentes foram as taxas de mortalidade por homicídio entre pessoas de 15 a 29 anos, por sexo e raça, de 2015 a 2017. As variáveis contextuais foram relacionadas a escolaridade, renda, escolaridade e vulnerabilidade. A Regressão Linear Multinível foi aplicada em um modelo ecológico para verificar o efeito das variáveis de primeiro e segundo nível. O efeito de cada variável foi estimado por meio de β e seus respectivos intervalos de confiança (IC95%) e significância estatística. Resultados: Houve relação direta e significativa entre a taxa de mortalidade de adolescentes e adultos jovens e as taxas de mortalidade por homicídio entre adultos, independentemente de sexo e raça/cor da pele. No entanto, essa relação foi mais acentuada entre os jovens negros. No nível das unidades federativas, o Índice de Desenvolvimento Humano foi significativamente relacionado às taxas de mortalidade de homens negros, homens brancos e mulheres brancas. Conclusão: Há desigualdade racial na mortalidade de adolescentes e adultos jovens por violência no Brasil; os índices estão relacionados a características municipais, como violência na população adulta e desigualdades na educação e na proteção social.
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Abstract Chagas disease (CD) is recognized by the World Health Organization as one of the thirteen most neglected tropical diseases in the world. Self-perceived health is considered a better predictor of mortality than objective measures of health status, and the context in which one lives influences this predictor. This study aimed to evaluate the prevalence and individual and contextual factors associated with poor self-rated health among CD patients from an endemic region in Brazil. It is a multilevel cross-sectional study. The individual data come from a cross-section of a cohort study named SaMi-Trop. Contextual data was collected from publicly accessible institutional information systems and platforms. The dependent variable was self-perceived health. The analysis was performed using multilevel binary logistic regression. The study included 1,513 patients with CD, where 335 (22.1%) had Poor self-rated health. This study revealed the influence of the organization/offer of the Brazilian public health service and of individual characteristics on the self-perceived health of patients with CD.
Resumo A Doença de Chagas (DC) é reconhecida pela Organização Mundial da Saúde como uma das treze doenças tropicais mais negligenciadas do mundo. A autopercepção de saúde é considerada um melhor preditor de mortalidade do que medidas objetivas do estado de saúde, e o contexto em que se vive influencia esse preditor. O objetivo deste estudo foi avaliar a prevalência e os fatores individuais e contextuais associados à pior autopercepção em saúde de pacientes com DC de uma região endêmica do Brasil. É um estudo transversal multinível. Os dados individuais vêm de um corte transversal de um estudo de coorte denominado SaMi-Trop. Os dados contextuais foram coletados a partir de plataformas e sistemas de informações institucionais acessíveis ao público. A variável dependente foi a autopercepção de saúde. A análise foi realizada por meio de regressão logística binária multinível. Participaram do estudo 1.513 pacientes com DC, sendo 335 (22,1%) com pior autopercepção de saúde. Este estudo revelou a influência da organização/oferta do serviço público de saúde brasileiro e de características individuais na autopercepção de saúde de pacientes com DC.
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Abstract Studies analyzing relations between cardiovascular diseases (CVDs) and environmental aspects in Latin American cities are relatively recent and limited, since most of them are conducted in high-income countries, analyzing mortality outcomes, and comprising large areas. This research focuses on adults with diabetes and/or hypertension under clinical follow-up who live in deprived areas. At the individual level we evaluated sociodemographic and cardiovascular risk factors from patient's records, and at the neighborhood level, socioeconomic conditions from census data. A multilevel analysis was carried out to study CVD. More women than men were under clinical follow-up, but men had higher frequency, higher odds, and shorter time to CVD diagnosis. Multilevel analysis showed that residing in neighborhoods with worst socioeconomic conditions leads to higher odds of CVDs, even after controlling for individual variables: OR (CI95%) of CVD in quartile 2 (Q2) 3.9 (1.2-12.1); Q3 4.0 (1.3-12.3); Q4 2.3 (0.7-8.0) (vs. highest socioeconomic level quartile). Among individuals living in unequal contexts, we found differences in CVD, which makes visible inequalities within inequalities. Differences between women and men should be considered through a gender perspective.
Resumo Os estudos que analisam as relações entre doenças cardiovasculares (DCVs) e aspectos ambientais em cidades latino-americanas são relativamente recentes e limitados. A maioria é realizada em países de alta renda analisando a mortalidade em grandes áreas. Esta investigação foca a população de adultos em acompanhamento clínico por diabetes e/ou hipertensão residentes em áreas carentes. No nível individual foram avaliados fatores sociodemográficos e de risco cardiovascular a partir dos prontuários médicos; e a partir de dados censitários, as condições socioeconômicas no nível da vizinhança. Mais mulheres do que homens estavam sob acompanhamento clínico, mas os homens apresentaram maior frequência, maior chance e menor tempo para diagnóstico de DCV. A análise multinível mostrou que residir em bairros com piores condições socioeconômicas leva a maiores chances de DCV, mesmo após o controle de variáveis individuais. As OR (IC95%) de DCV foram: Q2 OR 3,9 (1,2-12,1); Q3 OR 4,0 (1,3-12,3); Q4 OR 2,3 (0,7-8,0) (referência: quartil de maior nível socioeconômico). Entre os indivíduos que vivem em contextos desiguais, encontramos diferenças nas DCV, mostrando desigualdades dentro das desigualdades. Diferenças entre homens e mulheres devem ser abordadas com uma perspectiva de gênero.
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Abstract: The aim of this study was to investigate whether educational quality is associated with schools' potential support for oral health promotion in Brazil, using a multilevel model. An ecological study was carried out using data from 940 public schools (school level) from the 27 Brazilian state capitals (city-level). The explanatory variable was educational quality, measured by the Basic Education Development Index (IDEB) for each city, and the four dependent variables referred to the Oral Health Promotion School Environment (OHPSE) indicator and its dimensions: Dimension 1 (In-school aspects), Dimension 2 (Aspects of the school surroundings), and Dimension 3 (Prohibitive policies at school). The OHPSE was developed using categorical principal components analysis (CATPCA) of data from the 2015 National Adolescent School-Based Health Survey (PeNSE). Covariates were human development index and oral health care coverage of cities. Multilevel Poisson regression models with robust variance were undertaken (p < 0.05). Bivariate associations were found between the IDEB and each Total OHPSE and OHPSE-Dimension 1 (In-school aspects: sale of foods with added sugar and health promotion actions/programs). After adjustment, IDEB (PR: 1.38, 95%CI: 1.01-1.90; p = 0.045) and oral health care coverage (PR: 1.01; 95%CI: 1.00-1.02; p = 0.001) remained associated with the OHPSE Dimension 1. It was concluded that educational quality measured by the IDEB was associated with schools' potential support for oral health promotion regarding the sale of foods with added sugar and health promotion actions/programs in schools.