"Determining Factors for Academic Achievement and Attitude of Students" is a comprehensive guide that addresses the challenges and causes of university dropout rates. Based on a statistical analysis, the book highlights the factors that contribute to a high dropout rate, particularly in the first two years of study. It shows that the Faculty of Science and Technology has a higher dropout rate compared to other faculties. The author, Ruthaychonnee Sittichai, identifies five main causes of dropout, including uncertainties regarding the field of study, lifestyle issues, and time management problems. The book offers valuable insights and recommendations to reduce dropout rates by emphasizing the need for informative academic advising before and during studies. It is aimed at students, educational institutions, and professionals interested in improving academic performance and student satisfaction.