Learning disability is a widespread neurodevelopmental disorder that causes individuals to havedifficulties in reading, spelling, language, mathematics, etc. Although these difficulties are not necessarilyrelated to an individual’s intellectual level, they can have long-term effects on their academic, social, andemotional development. This article first introduces different definitions of learning disabilities, thenoutlines the characteristics and pathological manifestations of children with learning disabilities, anddiscusses the influencing factors of learning disabilities. Finally, existing interventions are reviewed,including psychological intervention, educational intervention and medical intervention, and thearticle emphasizes the importance of personalized treatment. Additionally, future research directionsin learning disabilities are explored. In summary, learning disability is a complex problem that requiresthe consideration of multiple individual factors. Future research needs to continue to explore effectivematerials and intervention methods to provide better support for early identification and intervention oflearning disabilities.