Describes the impact of the Colorado's Child Support Improvement Project on voluntary paternity acknowledgment rate, which increased almost 24% from 1991 to 1994. Program activities include simplifying voluntary acknowledgment procedures and training hospital personnel on paternity. Voluntary paternity acknowledgment is associated with the parental relationship and financial status. Presents suggestions for improving voluntary acknowledgment of less self-sufficient parents. (KB)