Objective To investigate the factors for short-term critical events in patients with corona virus disease 2019(COVID-19). Methods A total of 73 patients with COVID-19 were enrolled from January 13,2020 to February 15,2020. According to whether these patients used high flow nasal catheter oxygen therapy,non-invasive or invasive respiratory aids,the patients were classified into critical group and non-critical group. The clinical data were collected. The determination results of 14 routine indicators [prothrombin time(PT),activated partial thromboplastin time(APTT),fibrinogen(Fg),thrombin time(TT),D-dimer(DD),antithrombin activity(AT),white blood cell(WBC) count,lymphocyte(Ly) count,platelet(PLT) count,C-reactive protein(CRP),alanine aminotransferase(ALT),aspartate aminotransferase(AST),blood urea nitrogen(BUN) and serum creatinine(Cr)] at admission,>1-≤4 d and >4-≤8 d and clinical outcome data(observed until March 6,2020) were collected. The differences in the 2 groups were compared. The risk factors of short-term critical events in COVID-19 patients were analyzed by receiver operating characteristic(ROC) curve analysis. Results The age,number of diabetes mellitus cases and death rate in critical group were higher than those in non-critical group(P<0.05). The levels of PT,DD,WBC count,CRP,AST and BUN in critical group at the 3 stages were higher than those in non-critical group(P<0.05). For different courses,APTT,Fg,TT,AT,Ly count,PLT count and Cr had statistical significance between critical group and non-critical group(P<0.05). The level of ALT had no statistical significance at the 3 stages between the 2 groups(P>0.05). DD and PLT count were independent risk factors and independent protective factors for short-term critical events. ROC curve analysis indicated that the areas under curves(AUC) of DD,PLT count and DD+PLT count were 0.820 [95% confidence interval(CI) 0.739-0.902],0.764(95%CI 0.652-0.876) and 0.809(95%CI 0.704-0.915),respectively. The sensitivities of DD,PLT count and DD+PLT count were 67.4%,85.8% and 67.9%,and the specificities were 93.7%,60.7% and 86.8%,respectively. Conclusions DD and PLT count have relations with the occurrence of short-term critical events in patients with COVID-19.