Highlight • Children and adolescents who are often neglected in the wake of the outbreak were taken as subjects to investigate their mental health status and analyze the related influencing factors during the global pandemic of COVID-19. • The presence of clinical depressive symptoms, resident in urban regions, implementation of the precaution and control measures, being female, having a family member or friend infected with coronavirus were associated with increased levels of anxiety. • Smartphone addiction, Internet addiction, resident in Hubei province and urban areas, family members or friends infected with coronavirus, graduation affected by the epidemic, levels of separation anxiety, physical injury fear, and tendency to adopt an emotion-focused coping style were associated with increased levels of respondents’ depressive symptoms. • It's urgent to concern and address emotional distress for children and adolescents during the epidemic. Targeted intervention measures could be formulated based on the significant influencing factors on anxiety and clinical depressive symptoms., Objective : The sudden outbreak of Coronavirus Disease 2019 (COVID-19) has had a dramatic effect on the mental health of the public. In the present study, we demonstrated the psychological effects on children and adolescents associated with the epidemic . Methods : By using convenience sampling method, questionnaires, such as Spence Child Anxiety Scale, Child Depression Inventory and Coping style Scale, were distributed to participating 359 children and 3254 adolescents online. Results : The anxiety levels of children and adolescents were (23.87 ± 15.79) and (29.27 ± 19.79), respectively. 22.28% respondents were suffering from depressive symptoms. Seven significant factors associated with increased levels of anxiety, including female, resident in urban regions, emotion-focused coping style. Nine factors associated with increased levels of depression, such as smartphone addiction (OR 1.411, 95% CI 1.099–1.180), Internet addiction (OR 1.844, 95% CI 1.209–2.811), and resident in Hubei province (OR 3.107, 95% CI 1.252–7.708). Two additional factors associated with decreased levels of depressive symptoms: hours spend on Internet per day before the epidemic (OR 0.652, 95% CI 0.609–0.697) and tendency to apply problem-focused coping style (OR 0.937, 95% CI 0.923–0.951). Conclusion : Our findings indicate that the COVID-19 outbreak has had a significant psychosocial impact on children and adolescents. Findings of current levels of anxiety and depression not only highlight the need to address emotional distress for children and adolescents during the epidemic but also provide researchers with scientific fundamentals to formulate targeted interventions based on the significant influencing factors.