Staff working papers
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Macroeconomic Predictions Using Payments Data and Machine Learning
We demonstrate the usefulness of payment systems data and machine learning models for macroeconomic predictions and provide a set of econometric tools to overcome associated challenges. -
Central Bank Liquidity Facilities and Market Making
We create a theoretical model of central bank asset purchases. The model helps explain how, in a crisis, these purchases ease pressures on investment dealers. -
Dynamic Privacy Choices
Consumers often express concerns about lack of privacy, but they still give up a lot of data to digital platforms. This paper builds a dynamic game-theoretic model of data collection and privacy protection, which potentially explains consumers’ behaviour. -
The Impact of Globalization and Digitalization on the Phillips Curve
Globalization is in retreat, yet digitalization is on the rise. How will these trends impact inflation? -
Monetary Policy and Redistribution in Open Economies
We study how different types of monetary policy shape the distributional effects of external economic shocks on households’ consumption in a small open economy. Our results present a trade-off between maintaining overall stabilization and controlling consumption inequality. -
On the Wedge Between the PPI and CPI Inflation Indicators
We find that the CPI and PPI inflation indexes co-moved strongly throughout the late 20th century, but their correlation has fallen substantially since the early 2000s. We offer a structural explanation for this divergence based on the growth of global supply chains since 2000. This finding offers a unique perspective for the future design of optimal monetary policy. -
The Financial Origins of Non-fundamental Risk
We explore the idea that the financial sector can be a source of non-fundamental risk to the rest of the economy. We also consider whether policy can be used to reduce this risk—either by increasing the supply of publicly backed safe assets or by reducing the demand for safe assets. -
Firm Inattention and the Efficacy of Monetary Policy: A Text-Based Approach
How much attention do firms pay to macroeconomic news? Through a novel text-based measure, two facts emerge. First, attention is polarized. Most firms either never or always pay attention to economic conditions. Second, it is countercyclical. During recessions, more firms pay attention, and firms pay greater attention to macroeconomic news. -
What Drives Bitcoin Fees? Using Segwit to Assess Bitcoin's Long-Run Sustainability
We explore what drives transaction fees in the Bitcoin system and consider whether Bitcoin can remain tamper proof in the long run.