Another post in this week's discussion that needs a response with question: As a healthcare administrator with the opportunity to present data to various groups and stakeholders, I would conduct tests such as the t-test, or ANOVA test to determine the different features of the data. "One of the primary reasons data testing is essential is to ensure the accuracy of the data." (Soloveichik, 2023) With the accuracy of this data presented, groups such as stakeholders are able to make a more informed decision. These tests can also provide a better insight to the collected data such as identifying relationships between variables, which can be beneficial for having a more detailed understanding of the data. When data is presented in a raw format, it tends to be difficult for the audience to comprehend. "Data are usually collected in a raw format and thus the inherent information is difficult to understand." (In, 2017). Therefore, conducting tests such as the ones listed above allow the data to be organized and easier to understand which is beneficial for presenting data in this type of setting