he found it takes an average five to seven years before full productivity benefits of computers are visible in the productivity of the firms making the investments. This reflects the time and effort required to make the other complementary investments that bring a computerization effort success. In fact, for every dollar of investment in computer hardware, companies need to invest up to another nine dollars in software, training, and business process redesign.16