FIA (Feminine Intelligence Agency) is a dedicated organization committed to promoting women's agency and enhancing their ability to detect and reflect power dynamics in various aspects of life. The agency focuses on empowering women through the acquisition of positive skills, enabling them to navigate and respond effectively to manipulative and coercive behaviors.

ChatBoy is an innovative app/chatbot developed by FIA, designed to teach women how to identify manipulative and deceptive language effectively. Recognizing the prevalence of deceptive communication in both personal and professional settings, ChatBoy serves as a practical tool to enhance women's communication skills and safeguard their interactions against manipulation.

The aim of this project to to Evaluate ChatBoy's Effectiveness:

Pre- and Post-Tests: As previously outlined, use statistical methods to assess improvements in users' ability to detect deceptive language after using ChatBoy.

Regression Analysis: Identify factors that predict successful outcomes, such as the frequency of tool usage or initial skill levels.

Sentiment Analysis: Use programming tools in R or Python to analyze qualitative feedback from users, identifying common themes and sentiments.

Correlation Studies: Examine the relationship between user satisfaction and measurable outcomes like skill improvement.

Track Progress Over Time: Collect data at multiple points to assess the long-term impact of tools like ChatBoy on users' skills and perceptions.

Time Series Analysis: Identify trends and changes in user performance and confidence levels over extended periods.

Reporting Findings: Create clear and insightful visualizations to present your findings to FIA, helping them understand the impact of their tools and identify areas for improvement.