Problem: Determine scope of the project scenario. We will start to work with this complete data set with the end goal in mind of answering the following questions (Explain your answer to each question; do not give just a yes or no answer): How can this project data be utilized to determine increases and/or decreases in productivity related to the implementation of ICD-10? Does educational background affect productivity? Do years of experience in coding affect productivity? How does coder certification affect perception of productivity in the workplace? Can this productivity data be utilized to assess quality increases/decreases due to the implementation of ICD-10?