This paper analyzes computer adoption patterns of U.S. small businesses. First, the association between computer use and firm performance is investigated with a linear model while controlling for various characteristics of the firm and its owner. Then an ordered probit model is used to model small business computer adoption decision. And computer adoption portfolios are also analyzed at the end.