Like most of Hokkaido, the footpaths of Otaru tend to accumulate a lot of ice in the winter. Try to wear shoes with corrugated soles that will grip the ice. Alternatively you can buy metal-studded wraparound bands to put on your shoes from roadside shops for about ¥1700.