HONG KONG—Tourism numbers plunged in August, one of the clearest indications that months of antigovernment protests are decimating parts of the city’s economy.

Arrivals fell 40% last month from a year ago, said Financial Secretary Paul Chan, the worst decline since May 2003, when Hong Kong was grappling with the deadly SARS virus. In July, tourist arrivals had dropped 5%.

Visitors...