WASHINGTON, Pa.—Hillary Clinton isn’t banking on winning pockets of Pennsylvania and Ohio packed with the sort of white, working class voters flocking to Republican Donald Trump. She just wants to avoid a wipeout.

Mr. Trump’s path to victory in these battleground states hinges on running up overwhelming margins in largely white counties, neutralizing Mrs. Clinton’s advantage among minority and college-educated voters clustered in the cities and suburbs.

With...