The spread of misinformation has become a global issue with potentially dire consequences. There has been debate over whether misinformation corrections (or "fact-checks") sometimes "backfire," causing people to become more entrenched in misinformation. While recent studies suggest that an overall "backfire effect" is uncommon, we found that fact-checks were more likely to backfire when they came from a political outgroup member across three experiments (N = 1,217). We found that corrections reduced belief in misinformation; however, the effect of partisan congruence on belief was 5x more powerful than the effect of corrections. Moreover, corrections from political outgroup members were 52% more likely to backfire–leaving people with more entrenched beliefs in misinformation. In sum, corrections are effective on average, but have small effects compared to partisan identity congruence, and sometimes backfire--especially if they come from a political outgroup member. This suggests that partisan identity may drive irrational belief updating.