Semester of Graduation
Summer 2025
Degree Type
Thesis
Degree Name
Master of Science in Information Technology
Department
Information Technology
Committee Chair/First Advisor
Dr. Nazmus Sakib
Second Advisor
Dr. Liang Zhao
Third Advisor
Dr. Yixin Xie
Abstract
Adverse Childhood Experiences (ACEs) have long-lasting effects on physical health, mental well-being, education, and socioeconomic outcomes. Resilient Georgia (RG), a statewide initiative, seeks to address ACEs through trauma-informed care and data-driven strategies. However, challenges in data collection, analysis, and tracking set back the effectiveness of these efforts. This study explores the role of data science and interactive visualization tools in improving outcomes for individuals and communities affected by ACEs. A key focus of this research is the development of a data science management application designed to enhance data collection and improve real-time decision-making. The application features interactive dashboards that allow Resilient Georgia to visualize program outcomes, track trends, get AI data insights, and make data-driven decisions. Users can input data manually, upload files, and generate custom visualizations, making data more accessible and actionable for informed decision-making. By integrating these data-driven tools, RG can improve the monitoring and evaluation of its programs, optimize resource allocation, and ensure that vulnerable populations receive timely support. This study contributes to the growing body of research on leveraging technology and data science to mitigate the impact of ACEs and promote long-term well-being.
Comments
NA