Abstract: This study presents a comparative analysis of user engagement with generative AI, using ChatGPT traffic data for March 2024 as a case study of one widely adopted tool. Using World Bank data and statistical methods, including ANOVA, it compares usage across continents. While statistical tests showed no significant differences in total visits or global traffic share, descriptive results revealed meaningful disparities in engagement intensity. Chatbot-based platforms, particularly ChatGPT, have dominated other generative AI tools due to their versatility in tasks such as content creation, learning, coding, and communication. These findings suggest a trend toward broader access but also highlight persistent structural barriers, such as device access, digital skills, and infrastructure, that shape real-world usage. Therefore, promoting digital literacy, improving infrastructure, and localizing AI tools remain essential to achieving more equitable global engagement with generative AI.
IGI Global, Non-Fungible Tokens (NFTs) in Smart Cities: Advancements and Security Challenges, 2025
Kassim Kalinaki, Owais Ahmed Malik, Gusti Ahmad Fanshuri Alfarisy, Jalia Nassanga
Taylor and Francis, Artificial Intelligence and Computer Vision for Ecological Informatics, 2025
Rufai Yusuf Zakari, Kassim Kalinaki, Zaharaddeen Karami Lawal, Najib Abdulrazak
Taylor and Francis, Artificial Intelligence and Computer Vision for Ecological Informatics, 2025
Rufai Yusuf Zakari, Zaharaddeen Karami Lawal, Kassim Kalinaki, Wasswa Shafik