Monetary policy shocks have a large impact on stock returns in narrow windows around press releases by the Federal Reserve. We use spatial autoregressions to decompose the overall effect of monetary policy shocks into a direct effect and an indirect (network) effect. We attribute 50%-85% of the overall effect to indirect effects. The decomposition is a robust feature of the data and we confirm large indirect effects in realized cash-flow fundamentals. A simple model with intermediate inputs guides our empirical strategy. Our findings indicate that production networks might be an important propagation mechanism of monetary policy to the real economy.
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