Objective To investigate the psychological characteristics of college students during the outbreak of coronavirus disease 2019 (COVID-19), so as to provide a basis for psychological intervention. Methods From May 17, 2020 to Jun. 17, 2020, the adjusted psychological questionnaires for emergent events of public health (PQEEPH) was surveyed among the college students of Beijing Union University. The questionnaire included 5 dimensions:depression, neurasthenia, fear, obsessive-compulsive anxiety, and hypochondriasis. Four grades were scored according to the degree and frequency of emotional responses:0 means no symptoms, 1 means mild symptoms, 2 means moderate symptoms, and 3 means severe symptoms. Results A total of 3 019 valid questionnaires were collected. During the COVID-19 epidemic, the emotional responses of college students, from the most serious to the least, were fear, neurasthenia, depression, obsessive-compulsive anxiety, and hypochondriasis, with the incidences being 87.7% (2 648/3 019), 44.8% (1 353/3 019), 37.4% (1 129/3 019), 17.3% (522/3 019), and 11.6% (350/3 019), respectively. The fear scores of female students were higher than those of male students (P<0.001), the fear scores of college students from towns/suburbs were higher than those from rural and urban areas (both P<0.017), the scores of depression, neurasthenia and obsessivecompulsive anxiety of college students with confirmed COVID-19 cases around them or their relatives participated in the epidemic prevention and control as medical staff or logistics support personnel were higher than those without such conditions (all P<0.017), and the scores of depression, obsessive-compulsive anxiety and hypochondriasis of college students with suspected COVID-19 cases around them were higher than those without such condition (all P<0.017). Females were more likely to have moderate to severe fear than males (odds ratio[OR]=1.53, 95% confidence interval[CI] 1.25-1.88, P<0.001), those with confirmed or suspected COVID-19 cases around them were more likely to have moderate to severe fear than those without such conditions (OR=2.03, 95% CI 1.29-3.20, P=0.002), and those living in towns/suburbs were more likely to have moderate to severe fear than those living in rural and urban areas (OR=0.72, 95% CI 0.56-0.94, P=0.015; OR=0.78, 95% CI 0.63-0.97, P=0.025). Conclusion COVID-19 epidemic has impact on the psychology of college students. It is necessary to pay attention to the mental health of college students and provide targeted psychological counseling for them.