Impact of AI Tools on Educational Expenditure Reduction: A Study of Warangal City

Abstract

The rising cost of education has emerged as a major concern for households in India, driven by increased spending on private coaching, learning materials, and transportation. In this context, Artificial Intelligence (AI) tools have gained prominence as cost-effective alternatives that enhance learning efficiency while reducing educational expenditure. This study examines the impact of AI tools on educational expenditure reduction among students in Warangal City. Primary data were collected from 120 students using a structured questionnaire. The study employs descriptive statistics, paired sample t-test, and chi-square test to analyze the relationship between AI usage and expenditure reduction. The findings reveal that AI adoption led to an average 47% reduction in monthly educational expenditure, particularly in private tutoring, coaching fees, and printed materials. Statistical results confirm a significant reduction in expenditure after AI adoption and a strong association between the level of AI usage and cost savings. The study concludes that AI tools play a crucial role in improving affordability and accessibility of education, with important implications for educational policy and digital inclusion.