Adolescence is a critical period for rapid development in behavior, personality, and intelligence. Currently, the frequent occurrence of psychological crises among Chinese adolescents is detrimental to the comprehensive development of talents, the implementation of quality-oriented education, and the harmonious development of society. Based on multi-level questionnaire surveys and interview studies, this paper finds that China's education sector is increasingly emphasizing psychological health education for adolescents, continuously improving supporting mechanisms. The initial system of psychological health services in schools has taken shape, with psychological health training benefiting both schools and families, and autonomous attention from adolescents groups has increased. However, issues persist, including inadequate psychological health curricula, incomplete linkage mechanisms, imperfect family support, insufficient teacher staffing and re-education training, and inadequate identification and rescue of students' psychological crises. Therefore, this paper argues that systematically and deeply promoting the multi-faceted psychological health education model of "family-school-society," adopting multiple measures to collaboratively build and optimize coordination mechanisms, and establishing a more robust and effective approach to adolescent psychological health work, aligns with the direction of educational evaluation reform in the new era, fosters a favorable social atmosphere, and is the inevitable path to better promote the healthy growth and talent development of adolescents.