The correct statement is: The force of gravity acting on the astronauts is weaker on the moon than on Earth.
This weaker gravitational force (about 1/6th that of Earth's) allows astronauts to bounce when they walk on the moon. The reduced gravity causes less downward force on their bodies, resulting in higher jumps and a bouncing gait.