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To develop an information model to support secondary use of data using electronic health records. Retrospective observational data-driven study with secondary use of data. The sample was composed of structured data from all adults admitted to clinical and surgical inpatient units of a public university hospital. Data between June 2014 and July 2019 were included, totaling approximately 51,000 unique patients. Six systematic steps of the Applied Healthcare Data Science Roadmap were applied. An information model on pain management was develop