FRANKFURT—With a major policy reversal Thursday, the ECB became the first rich-country central bank to unveil new stimulus in response to the global economic slowdown.

The ECB said Thursday it would hold interest rates at subzero levels at least through December, months longer than previously signaled. It also announced plans for a series of cheap long-term loans for banks, a stimulus tool it hasn’t rolled out for three years.

The...