This is pretty popular theory and has worked well over the years on the ASX as well as the NYSX. This is a common description of the Dogs of the Dow:
"According to The Dogs of the Dow investment strategy popularized by Michael O’Higgins in 1991, an investor should annually select for investment the ten Dow Jones Industrial Average stocks whose dividend is the highest fraction of their price.
Proponent of the Dogs of the Dow stategy argue that blue chip companies do not alter their dividend to reflect trading conditions and, therefore, the dividend is a measure of the average worth of the company; the stock price, in contrast, fluctuates through the business cycle. This should mean that companies with a high yield, with high dividend relative to price, are near the bottom of their business cycle and are likely to see their stock price increase faster than low yield companies. Under this model, an investor annually reinvesting in high-yield companies should out-perform the overall market. Of course, several assumptions are made in this argument, first, that the dividend price reflects the company size rather than the company business model and second, that companies have a natural, repeating cycle in which good performances are predicted by bad ones."
Alan Kohler always publishes his dog at the start of the year. At the start of 2006 the best yielding stocks in the ASX were
MGR, TLS, TEL, BSL, TCL, TAH, NAB, QAN, IAG, WES
So you could track your performance from teh start of the year with mixed performances.