This dissertation examines topics of business cycles and consumption. The first chapter studies the investment boom in the 1990s, which was sharply reversed in 2001. Standard equilibrium business cycle models have difficulties in predicting the investment boom and overshooting. A novel embodied technology and learning model is constructed that replicates the pattern of investment boom and collapse in the 1990s. New technology is assumed to increase the productivity of capital of all vintages, but only new capital can facilitate the adoption of the new technology. In addition, agents have imperfect information about the magnitude of technology shocks. A sufficient condition for a persistent investment boom and overshooting is presented. The ...