Three prominent Harvard University psychiatrists underreported payments they received from drug makers, a situation that highlights the need for a national reporting system of pharmaceutical company payments to physicians, according to Sen. Charles Grassley.

Sen. Grassley, a Republican from Iowa, said his staff compared records of payments provided by drug makers with conflict-of-interest forms the three psychiatrists provided to the university and Massachusetts General Hospital, where they practice. The university and hospital...