There is extensive research on the benefits of making data-informed decisions, but research also contains evidence many educators incorrectly interpret student data. Meanwhile, the types of detailed labeling on over-the-counter medication have been shown to improve use of "non"-medication products, as well. However, data systems most…

The purpose of this study was to determine how K-12 public school teachers perceive the use of student performance data in teacher evaluations. The proprietary, utility, feasibility, and accuracy standards created by the Joint Committee on Standards for Education Evaluation (JCSEE) served as a framework for the study. An online survey was deployed…

Effective professional development for school principals is crucial to the successful administration of schools, especially during periods of change resulting from policy mandates. The Louisiana Legislature has passed legislation in an attempt to reform education in the state. During this same period, the Board of Elementary and Secondary…

This dissertation reports the results of three studies and a pilot study. The first study was a Monte Carlo validation study that examined the accuracy of a new visual inspection method, the semi-interquartile range method. Results of the study indicated that this method had lower levels of power than a previously validated method, the…

Current data mining (DM) technology is not domain-specific and therefore rarely generates reliable, business actionable knowledge that can be used to improve the effectiveness of the decision-making process in the banking industry. DM is mainly an autonomous, data-driven process with little focus on domain expertise, constraints, or requirements…