Can some one explain this starting from what EPS, high earnings rate, and equity capital means to what he is trying to say here in terms of EPS is an improper figure to focus on?

Earnings per share, of course, increased somewhat (about 20%) but we regard this as an improper figure upon which to focus. We had substantially more capital to work with in 1979 than in 1978, and our performance in utilizing that capital fell short of the earlier year, even though per-share earnings rose. “Earnings per share” will rise constantly on a dormant savings account or on a U.S. Savings Bond bearing a fixed rate of return simply because “earnings” (the stated interest rate) are continuously plowed back and added to the capital base. Thus, even a “stopped clock” can look like a growth stock if the dividend payout ratio is low. The primary test of managerial economic performance is the achievement of a high earnings rate on equity capital employed (without undue leverage, accounting gimmickry, etc.) and not the achievement of consistent gains in earnings per share. In our view, many businesses would be better understood by their shareholder owners, as well as the general public, if managements and financial analysts modified the primary emphasis they place upon earnings per share, and upon yearly changes in that figure.