‘念书’ literally means 'to recite books' — '念' (niàn) means 'to read aloud or recite', and '书' (shū) means 'book'. Historically, learning in traditional Chinese education involved vocal repetition of classical texts, so the phrase evolved to mean 'to study' or 'to be a student', especially in formal or school-based contexts. It emphasizes the act of studying as an ongoing activity, often implying enrollment in school or structured learning.

While '念书' is still widely used in everyday speech, it carries a slightly more traditional or colloquial tone than formal terms like '学习' (xuéxí). It’s commonly heard in family conversations ('你今天念书了吗？'), autobiographical contexts ('我小时候在村里念书'), or when referring to someone’s educational background. It’s rarely used for self-directed, non-academic learning — for that, '学习' or '自学' are preferred.