How to Use Data for Decision$-$Making Presentation Take the role of a quality assurance manager for a pharmaceutical company. Think about the following scenario. The amount of data in the pharmaceutical sector increases every day. Think about COVID$-19$ and new compliance requirements that have impacted vaccine data collection. At this pace, this data is estimated to increase by $1000$ percent by the end of the next year. As a manager or executive, it is important to review the analysis of this data to avoid the risk of not properly calibrating or configuring devices, which would result in discarding entire batches worth millions of dollars and unethical behavior that could also result in illegal activities such as$.$ Misconfigured or miscalibrated devices for product manufacturing Wrong quality testing and assurance metrics will result in batches not passing quality tests or being certified when they should not have. Lack of due care in the review and QA process Your task is to identify strategies to collect Covid$-19$ associated data. For example, how many people have gotten vaccinated for first and second shots, age ranges, and how many resist getting vaccinated. Instructions: Submit a $4-5$ slide narrated presentation that you would use to explain what you would do with the data to help executives make decisions or change processes. Your presentation should include the following: Compare new cases before the vaccination process in your home country from when they started with the reported cases now that vaccinations are ongoing Your suggestions to improve the presentation of data or the quality of data used