Introduction to clinical data management / Mary F. Terhaar -- Basic statistical concepts and power analysis / Martha L. Sylvia -- Value based purchasing / Mary F. Terhaar -- Using data to support the problem statement / Martha L. Sylvia -- Selecting quality measures / Martha L. Sylvia -- Preparing for data collection / Martha L. Sylvia and Mary F. Terhaar -- Secondary data collection / Emily Johnson and Martha L. Sylvia -- Primary data collection / Martha L. Sylvia -- Developing the analysis plan / Martha L. Sylvia and Mary F. Terhaar -- Data governance and stewardship / Martha L. Sylvia and Mary F. Terhaar -- Best practices for submission to the institutional review board / Mary F. Terhaar and Laura A. Taylor -- Creating the analysis data set / Martha L. Sylvia -- Exploratory data analysis / Martha L. Sylvia and Shannon Murphy -- Outcomes data analysis / Martha L. Sylvia and Shannon Murphy -- Summarizing the results of the project evaluation / Martha L. Sylvia -- Ongoing monitoring / Melissa Sherry and Martha Sylvia -- Data visualization / Erik Sederstrom -- Nursing excellence recognition and benchmarking programs / Heather Craven -- Risk adjustment / Martha L. Sylvia -- Big data, data science, and analytics / Marisa L. Wilson -- Predictive modeling / Martha L. Sylvia.