According to the signaling model, the value of dividend payments as a signal increases with the level of asymmetric information. However, the pecking order theory predicts that the higher the level of asymmetric information, the lower the dividends. Using the measures of asymmetric information developed by the market microstructure literature, we examine the effect of asymmetric information on the dividend decision. The structural equation modeling technique is employed to mitigate the measurement problem of latent variables. The evidence shows that the dividend yield is inversely to the degree of asymmetric information. We conclude that the pecking order theory is supported, but the signaling view is not.