Data Envelopment Analysis (DEA) method is used to evaluate the efficiency of 41 tertiary hospitals in 2015 in Beijing. The possible causes of non-DEA effective hospitals are analyzed, and the direction and measures of non-DEA effective hospitals to promote scientific research efficiency are put forward.