The U.S. recycling industry is breaking down.

Prices for scrap paper and plastic have collapsed, leading local officials across the country to charge residents more to collect recyclables and send some to landfills. Used newspapers, cardboard boxes and plastic bottles are piling up at plants that can’t make a profit processing them for export or domestic markets.

“Recycling...