BERLIN—Germany's left-leaning Social Democrats on Saturday approved a governing pact with Chancellor Angela Merkel's conservatives in a mail-in referendum.

The move cements a centrist government seen broadly maintaining Ms. Merkel's policy on Europe's debt crisis for the bloc's powerhouse economy over the next four years.

Of the center-left...