ArticleEinstein (Sao Paulo, Brazil)2025
Analysis of the distribution of health services in the State of São Paulo: focus on Big Data.
Article in Einstein (Sao Paulo, Brazil), 2025. The graph could read no effect estimate from its abstract, so it casts no vote on the map. Not yet cited in PubMed.
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Authors and funding
4 authors.
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Abstract
objectiveTo develop a process (pipeline) for extracting, processing, and analyzing data from the National Registry of Health Establishments in the State of São Paulo, Brazil, to evaluate the distributions of health professionals and services throughout this state.
methodsBig Data resources were used to acquire, process, and aggregate health-related information, with the creation of a relational database for the local storage of processed data. The entire process is implemented using a framework that enables the creation and editing of a series of instructions for performing specific tasks (scripts) in different languages. For the end user interface, an interactive panel of information, metrics, graphs, and numerical indicators was created to show the distribution of health professionals and services across the municipalities of the State of São Paulo.
resultsThe developed tool generates a process for monthly updating of a database, producing a dynamic information report that allows users to perform queries on quantitative and qualitative indicators, providing a general overview of health establishments, and furnishing information on specific health professionals.
conclusionThe preliminary results indicated that the developed tool is potentially scalable and could contribute to the identification of regions of the state requiring action from public authorities, helping to optimize the hiring of doctors and community health agents, among others.
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