The sources of fi nancial data are DATASTREAM INTERNATIONAL, I-SIMS and SET SMART databases.4
The board characteristics, concentrated ownership,managerial ownership, and big 4(5) auditor data are
colleted from SET SMART databases, Form 56-1 disclosed by listed firms, and firms’ annual report.