Multiple studies highlight interdisciplinary insights into adolescent depression: mental health literacy among teens, predictive biomarkers, treatment innovations, and social determinants. Key findings include declining externalizing behaviors, rising depression burden in G20 youth, and the role of school-based interventions. Emerging therapies include narrative medicine, mindfulness, and digital tools, while research underscores societal, familial, and biological drivers of mental health challenges.
Acta psychologica · Evolving landscape of depression among 10-24-year-olds in G20 countries from 1990 to 2035: epidemiological trends, modifiable risk factors, drivers of change, and forecasts.
青少年與年輕成人在G20國家的抑鬱症負擔自1990年起顯著上升，預計2035年仍將增加，女性承受較高負擔，且暴力、性侵等可改變風險因素有顯著關聯。
BMC nursing · School nurses' perspectives on key features of a mobile app to support early identification of adolescent mental health problems: a qualitative study.
學校護理師認為手機應用程式可協助早期識別青少年心理健康問題，但需兼顧保密性、專業界限與工作負擔，並強調信任與關係的重要性。
Journal of youth and adolescence · Guilt Proneness and Shame Proneness Differentially Relate to Sex Disparity in Depression Among Adolescents in China: A Longitudinal Serial Mediation Analysis.
研究發現羞恥感主要促成女性青少年抑鬱差異，而內疚感不具顯著中介作用，提示需針對社會羞恥設計干預。
Journal of clinical psychology · The Impact of Mindfulness as a Session-Introduction on Symptoms and Alliance in Individual Cognitive-Behavioral Therapy With Children and Adolescents: A Randomized Controlled Trial.
在CBT首次介入加入正念練習可顯著改善青少年症狀減少與治療同盟，與僅放鬆練習比效果相近。
Depression and anxiety · The Relationship Between Indicators of Behavior Rhythmicity With Depression, Anxiety, and Stress Among Youths.
研究發現社交媒體使用與生理節律紊亂（如社交時差）與青少年抑鬱、焦慮、壓力呈顯著正相關，特別影響男性與女性不同模式。
Digital health · Integrating wearable biosensing with clinical interviews for suicide risk detection in adolescents.
利用可穿戴感測器結合面談中的電皮膚活動，結合機器學習可有效區分有自殺意念與否的青少年，AUC達0.80。
Psychology research and behavior management · Lifestyle Mediates the Associations of Social Media and Smartphone Use Addiction with Sleep Quality and Mental Health Problems in Adults: An Exploratory Study.
生活型態僅能微弱調節社交媒體與手機成癮與心理問題的關係，提示需同時關注數位使用與生活方式。
Journal of clinical psychology
正念介入可提升CBT治療初期的症狀改善與治療同盟，等同於放鬆練習的效果。
Depression and anxiety
社交時差與晚型生理節律與青少年抑鬱、焦慮、壓力呈顯著正相關，影響不同於男女。
BMC nursing
學校護理師看重應用程式需具備保密性、降低求助門檻，同時需維持專業界線與工作負擔。
European child & adolescent psychiatry
整合腦部連接圖與轉錄組學，辨識兩種不同的青少年抑鬱子類型，具預測價值。
Journal of youth and adolescence
研究揭示羞恥感是女性抑鬱差異的關鍵機制，提示需針對社會羞恥設計介入。
Digital health
結合可穿戴感測器與臨床訪談，使用機器學習可有效區分有自殺意念的青少年，AUC達0.80。
Psychotherapy and psychosomatics
機器學習可根據基礎特徵預測青少年心理問題的長期預防與緩解，協助資源配置。