OSKALOOSA, Iowa—Those who flocked to Donald Trump’s campaign event here this weekend said they liked the Republican presidential candidate’s willingness to make an unvarnished case for an antiestablishment campaign.

Interviews with dozens of the more than 1,000 people who came to see the reality-television star showed they have been drawn to him because of their skepticism of polished politicians.

“I...