“…From a theoretical modeling standpoint, our evidence points to the need of building up frameworks featuring mechanisms that generate the type of uncertainty-skewness interaction we find in the data. Examples of such mechanisms include downward wage rigidities (Cacciatore and Ravenna (2021)), the zero lower bound (Caggiano, Castelnuovo, and Pellegrino (2017), Basu and Bundick (2017)), a combination of first and second-moment shocks (Bloom, Floetotto, Jaimovich, Saporta-Eksten, and Terry (2018)), households' high risk aversion (Caggiano, Castelnuovo, and Pellegrino (2021), Pellegrino, Castelnuovo, and Caggiano (2022), Bretscher, Hsu, and Tamoni (2022)), high firm's leverage (Jensen, Petrella, Ravn, and Santoro (2020)), firms' nominal upward pricing bias (Andreasen, Caggiano, Castelnuovo, and Pellegrino (2021)), and the rapid adoption of new technologies (Jovanovic and Ma (2022)). More in general, our findings offer support to theoretical contributions that have investigated the role of uncertainty shocks as drivers of the business cycle (Bloom (2009), Gourio (2012, Fernández-Villaverde, Guerrón-Quintana, Rubio-Ramírez, and Uribe (2011), Fernández-Villaverde, Guerrón-Quintana, Kuester, and Rubio-Ramírez (2015), Basu and Bundick (2017), and Born and Pfeifer (2021)).…”