Liu, Hwang, and Liu (1990) find that firm size and information content of earnings are uncorrelated. They propose a possible reason that the earnings of firms listed on Taiwan Stock Exchange (TSE) has no information content. This explanation is consistent with early empirical evidence in the literature. However, many later research results successfully document the information content of earnings number. Therefore, it is imperative to clarify that whether there exists firm size effect, as proposed by Atiase (1980), in the TSE market. Using more recent data, our major findings are as follows: I. Earnings number contains information content. II. The response period of larger firms starts earlier than that of smaller firms. III. Earnings response coefficients are positively correlated with firm size. IV. Cost of capital is positively correlated with firm size. The evidence is consistent with Chaney and Jeter (1992) and our arguments, and is inconsistent with Atiase (1980) and Freeman (1987).