In his pursuit of the Road Runner, Wile E. Coyote occasionally finds himself running on air, having unknowingly sprinted off the edge of a sheer cliff.

Hong Kong’s property market is now in a similar situation after five months of mass protests that have taken a heavy toll on the city’s economy. And should the housing market stumble, the de facto central bank’s ability to support it might be exceedingly limited.

At...