Countries worldwide strive to enhance education to propel future generations toward development, advancement, and prosperity. However, school dropout has become a pressing concern for those involved in education, affecting all levels, from primary to secondary. The increasing severity of this issue in recent years has compelled experts to delve into its root causes, which have profoundly impacted individuals and society.