Research
Current Research
"Selective Inattention", with Tim de Silva. Draft coming soon!
Abstract: We empirically study household beliefs and patterns in information acquisition around durable goods choices. Combining existing surveys and a specifically-designed new survey of U.S. consumers, we find that households, while being generally inattentive to macroeconomic variables such as interest rates, gradually acquire information as they get closer to durable adjustments. We refer to this phenomenon as selective inattention, which we view as a special case of general theories of rational inattention. We assess the macroeconomic implications of selective inattention in an incomplete markets model of lumpy durable adjustments where households are rationally inattentive to aggregate states. The calibrated model replicates the patterns in beliefs observed in the micro-data, and can be used to study how the propagation of macroeconomic shocks is affected by households' information acquisition strategies.
"Thinking about the Economy, Deep or Shallow?", with Lingxuan Wu. Latest draft here.
Abstract: We propose a theory of shallow thinking to capture people's limited understanding of the long causal chains involved in shock propagation. We cast general equilibrium as a system of causal relations in a directed cyclic graph. Estimation from our qualitative survey suggests that, on average, people think about only 2.6 steps of propagation, overlooking much of the graph and significantly deviating from rational expectations. Our theory implies that longer causal chains have diminishing influence on beliefs. Applying shallow thinking to a New Keynesian model with active monetary policy reconciles several puzzles about long-term interest rates and inflation: (i) long-term interest rates underreact to cost-push shocks but overreact to monetary policy shocks; (ii) inflation expectations negatively predict bond excess returns; (iii) news about future cost-push shocks triggers inflation; and (iv) more persistent cost-push shocks lead to higher inflation. Notably, (iii) and (iv) contradict the predictions of rational expectations. In a real business cycle model, relative to rational expectations, shallow thinking amplifies and prolongs output fluctuations from productivity shocks and predicts negative future stock excess returns.
"The How and Why of Household Reactions to Income Shocks", with Stefanie Stantcheva and Roberto Colarieti. NBER Working Paper 32191, 2024.
Abstract: This paper studies how and why households adjust their spending, saving, and borrowing in response to transitory income shocks. We leverage new large-scale survey data to first quantitatively assess households' intertemporal marginal propensities to consume (MPCs) and deleverage (MPDs) (the “how”), and second to dive into the decision-making processes across households (the “why”). The combination of the quantitative estimation of household response dynamics with a qualitative exploration of the mental models employed during financial decisions provides a more complete view of household behavior. Our findings are as follows. First, we validate the reliability of surveys in predicting actual economic behaviors using a new approach called cross-validation, which compares the responses to hypothetical financial scenarios with observed actions from past studies. Second, we show that MPCs are significantly higher immediately following an income shock and diminish over time, with cumulative MPCs over a year showing significant variability. However, MPDs play a critical role in household financial adjustments and display significantly more cross-sectional heterogeneity. Third, using specifically designed survey questions, we find that there is a broad range of motivations behind households' financial decisions and identify household types using machine learning methods. Similar financial actions stem from diverse reasons, challenging the predictability of financial behavior solely based on socioeconomic characteristics. Finally, we use our findings to address some puzzles in household finance.
Pre-PhD Research
"Debt and Austerity: International Evidence and the Case of Brazil" (2020), with Alberto Alesina, Cadernos de Finanças Públicas
"The Italian Public Debt" (2019), with Alberto Alesina, Carlo Favero and Francesco Giavazzi, Book Chapter in “Austerity”, Rizzoli
"Austerity and Public Debt Dynamics" (2019), with Carlo Favero, CEPR DP 14072