Our multiple regressions examine the relation between earnings management and
investor protection. Column 1 of Table 3 reports a rank regression using the aggregate earnings
management measure as the dependent variable.19 Results show that outside investor protection
explains a substantial portion (39%) of the variation in earnings management. Outsider rights
and legal enforcement both exhibit a significant negative association with earnings management.