Examining the quality of record linkage process using nationwide Brazilian administrative databases to build a large birth cohort.
Daniela AlmeidaDavid GorenderMaria Yury IchiharaSamila SenaLuan MenezesGeorge C G BarbosaRosimeire L FiacconeEnny Santos da PaixãoRobespierre PitaMauricio L BarretoPublished in: BMC medical informatics and decision making (2020)
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.