Examining the quality of record linkage process using nationwide Brazilian administrative databases to build a large birth cohort.

BACKGROUND: Research using linked routine population-based data collected for non-research purposes has increased in recent years because they are a rich and detailed source of information. The objective of this study is to present an approach to prepare and link data from administrative sources in a middle-income country, to estimate its quality and to identify potential sources of bias by comparing linked and non-linked individuals. METHODS: We linked two administrative datasets with data covering the period 2001 to 2015, using maternal attributes (name, age, date of birth, and municipally of residence) from Brazil: live birth information system and the 100 Million Brazilian Cohort (created using administrative records from over 114 million individuals whose families applied for social assistance via the Unified Register for Social Programmes) implementing an in house developed linkage tool CIDACS-RL. We then estimated the proportion of highly probably link and examined the characteristics of missed-matches to identify any potential source of bias. RESULTS: A total of 27,699,891 live births were submited to linkage with maternal information recorded in the baseline of the 100 Million Brazilian Cohort dataset of those, 16,447,414 (59.4%) children were found registered in the 100 Million Brazilian Cohort dataset. The proportion of highly probably link ranged from 39.3% in 2001 to 82.1% in 2014. A substantial improvement in the linkage after the introduction of maternal date of birth attribute, in 2011, was observed. Our analyses indicated a slightly higher proportion of missing data among missed matches and a higher proportion of people living in an urban area and self-declared as Caucasian among linked pairs when compared with non-linked sets. DISCUSSION: We demonstrated that CIDACS-RL is capable of performing high quality linkage even with a limited number of common attributes, using indexation as a blocking strategy in larg e routine databases from a middle-income country. However, residual records occurred more among people under worse living conditions. The results presented in this study reinforce the need of evaluating linkage quality and when necessary to take linkage error into account for the analyses of any generated dataset

Os petistas e a crise do socialismo real: os desafios da renovação e as heranças das esquerdas tradicionais

O artigo analisa alguns aspectos do debate realizado pelos petistas sobre a crise do socialismo real. Investiga a incidência do colapso daquela experiência sobre as distintas visões de socialismo existentes no interior do Partido dos Trabalhadores (PT). O texto também analisa o diálogo e o confronto entre as heranças da II e da III Internacional e o socialismo petista, que fazia da ideia do "Marco Zero" - ou seja, da construção de um 'novo socialismo', desapegado das tradições - a marca de nascença do seu projeto alternativo de sociedade

A miragem da miscigenação

Neste artigo abordamos alguns aspectos da natureza da sociedade escravista - na África e no Brasil - especialmente os significados da liberdade, cor, protesto entre os séculos XVII a XIX. Partimos de um diálogo crítico sobre as perspectivas de miscigenação, políticas de domínio e dinâmicas sociais nas sociedades escravistas e os desdobramentos para o seu funcionamento e mudança.<br>This article aims to focus some aspects concerning slave societies in Brazil and in Africa. In special, those related to the meanings of freedom, color, and protest between the eighteenth and nineteenth centuries. These issues are discussed from a critical dialogue on the perspectives about miscegenation, domination politics, social dynamics, and change in the slave societies