BERLIN—German Chancellor Olaf Scholz fell while jogging and sustained bruises to his face, prompting him to cancel some appointments this weekend, the government said Saturday.

Olaf Scholz jogs across the grounds of the International Garden Show in Hamburg, Germany, on Aug. 30, 2013. Bodo Marks/dpa via AP