BackgroundMilk tea has experienced tremendous growth in popularity in China, especially among youths. The primary objective of this study is to investigate whether milk tea addiction may have a detrimental impact on youths' mental health, such as anxiety, depression, and suicidal ideation. Additionally, we aim to explore its potential role in influencing various mental health outcomes. MethodsA large-scale, cross-sectional study was conducted from 5281 college students in Beijing, China. Participants self-reported depressive, anxiety symptoms, suicidal ideation, and milk tea addiction symptoms including milk tea consumption, dependence, guilty feelings, withdrawal, tolerance, unable to stop, craving, and intention to stop. ResultsNearly 77 % of participants consumed milk tea at least 6–11 cups in the last year. The confirmatory factor analysis (CFA) supported the one-factor structure of the milk tea addiction scale, developed according to DSM-5 substance use guidelines. Moreover, we found that a higher level of milk tea addiction was significantly associated with a higher risk of depression (b = 0.24, p < 0.001), anxiety (b = 0.21, p < 0.001), and suicidal ideation (b = 0.06, p < 0.001), respectively, after controlling confounding variables, among youths consuming milk tea. The possible mediating role of milk tea addiction between loneliness feelings and mental health outcomes was further addressed. Conclusions and implicationsOur findings highlighted that milk tea consumption might lead to addiction, and it is associated with depression, anxiety, and suicidal ideation. Current findings can assist policymakers in developing regulations such as restricting advertising, providing psycho-education, establishing food hygiene standards for such a prosperous youth-dominant consumption industry while protecting their mental health.