In a heated debate Thursday, Japanese legislators demanded stricter monitoring of stock trading following the arrest of the chief of Internet startup Livedoor Co. on suspicion of violating securities laws.

Calls for setting up a Japanese equivalent of the U.S. Securities and Exchange Commission have been getting louder since prosecutors raided Livedoor Jan. 16, triggering a big sell-off in the Tokyo stock market.