2025. Using Multinomial Logistic Regression Model to Predict the Effect of Social Media on Academic Performance of College Students. International Journal of Technology in Education and Science. 9, 2 (Jun. 2025), 285–298. DOI:https://doi.org/10.46328/ijtes.623.