For a deeper look into the lyrical structure and themes of the track, you can watch this breakdown: J.Cole - She Knows Explained | Track 365 YouTube• Dec 3, 2025

While there isn't a single peer-reviewed journal article exclusively dedicated to "She Knows," there are several academic-style analyses and critical papers that examine the song's complex themes of infidelity, guilt, and the darker side of fame. Formal Analyses & Essays

: A critical analysis on Cram breaks down the song’s use of a juvenile protagonist to represent the struggles of an average suburban family. The paper argues that Cole shifts the meaning of the phrase "She Knows" throughout the story, from a mother sensing her son's theft to a son discovering his mother's secret.

: This detailed analysis on Course Hero explores how J. Cole uses "She Knows" to illustrate the destructive consequences of infidelity and temptation. It specifically focuses on the visual motifs of the music video, such as the protagonist's mother having an affair and the child's mischievous behavior as a reflection of a fractured family dynamic.