What it cost to be extreme, by election
Vote-share points lost per unit of candidate |CFscore|, net of district presidential lean and incumbency, each cycle 1980–2022. Filled points are statistically significant (p<0.05); hollow points are not. Shaded band is the 95% interval.
Takeaway: the penalty sits well below zero for three decades, then climbs to the zero line and stays there from 2018 on.
In the closest districts, moderates once dominated — less so now
Win rate of moderate vs. extreme candidates (own-party extremity split at the median) in competitive districts (district presidential vote 45–55%), by party, early (1990–2008) vs. recent (2010–2024).
Takeaway: the moderate edge in toss-up seats was enormous early (a moderate Democrat won 71% of the time, an extreme one 28%) and has narrowed since.
Safe seats do not breed extremists
Mean candidate extremity (|CFscore|) by district safety, by party.
Extremism is not lucrative
Correlation of candidate extremity with the size of the donor base, per cycle.