Survey_AI_Tools_2023_2025: Repository for Adoption and Perceptions of AI Tools in Engineering Education

This dataset contains the data used in the analysis of adoption and perceptions of Generative AI tools in engineering education, associated with the article "Adoption and Perceptions of AI Tools in Engineering Education." The dataset comprises two primary sources:
- Survey Data (2023): Responses from a survey conducted with engineering students and professionals in Colombia. It captures demographic information (age, gender, employment status, place of birth), levels of knowledge about AI, awareness and use of ChatGPT, frequency of use, perceived usefulness, and willingness to recommend its use in professional training.
- Survey Data (2025): Responses from a follow-up survey expanding the scope to Generative AI tools such as ChatGPT and Gemini. It includes demographic and contextual variables (age, gender, place of residence), tools utilized, subscription models, frequency of use, academic activities supported, verification practices, perceived usefulness, impact on critical thinking and problem-solving, and recommendations for ethical integration in engineering education.
The dataset also includes the R script (Script_AI_Tools_Education.R) required to reproduce the descriptive figures and the logistic regression model presented in the study. The README.txt file provides a detailed guide to the variables and instructions for running the script.