Both sides in the labor dispute at the West Coast ports met with the U.S. secretary of labor on Tuesday, as fresh data showed just how sharply business fell at one of the main ports in January.

The Port of Oakland said that January imports fell 39% to 44,171 containers, compared with the same month last year. Exports fell 26% to 57,581.

Management...