People in the capital hundreds of miles away had to evacuate some buildings.
The quake's epicenter was 80 miles southeast of Santiago del Estero, a provincial capital of 250,000 people and the 12th-largest city in Argentina.
There were no immediate reports of damage or injuries.
Check out our live quake cam in the KABC-TV newsroom.
The Associated Press contributed to this report.