The broking world may be pulling out all the online stops to grab retail investors' attention but perhaps their advertising campaigns should have a different bent.

Instead of simply highlighting the benefits of playing the stock market via the internet, they could pay more attention to prospective customers' attitudes towards risk and fears of losing money, according to new research by Andrew Ang, Geert Bekaert and Jun Liu, lecturers at Columbia University Business School.