As a result, there is also a large support community available to help troubleshoot problematic code. Many developers and social scientists write programs in R. R is widely used in the physical and social sciences, as well as in government, non-profits, and the private sector.
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Second, open-source software is developed collaboratively, meaning the source code is open to public inspection, modification, and improvement. The first wave of dashboards was developed over the course of a few weeks, but the team has continued to enhance and develop reporting as the organization's COVID-19 response evolves.R is open-source software, which means using it is completely free. While this effort and collaboration continues today, this suite of reporting has quickly become UChicago Medicine's most viewed internal reporting. To create these dashboards, the UChicago Medicine Data & Analytics team partnered with IT, Infection Control, ICU clinicians, and operational leadership to prioritize data needs and ensure the reporting being developed provided immediate value. Care teams and administrators use the information to perform comparative analysis on volumes and positivity rates across various patient populations.
Tasked with continuing to enable leadership, clinicians, and administrators to make the most data-driven decisions possible, the UChicago Medicine Data & Analytics team needed to quickly create new dashboards. While hospital leadership prepared UChicago Medicine's operational response to COVID-19, there was an urgent and large demand for new data and reporting.