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Using Longitudinal Prescription Data to Examine the Incidence of Other Chronic Diseases Following Antidepressant Use
Depression not only creates enormous costs for treatment and lost work time, but also increases the risk for other costly chronic diseases such as cardiovascular disease and diabetes. The magnitude of these risks remains unclear, with existing…
Why Are Exchange Rates So Smooth? A Household Finance Explanation
Empirical moments of asset prices and exchange rates imply that pricing kernels are almost perfectly correlated across countries. Otherwise, observed real exchange rates would be too smooth for high Sharpe ratios. However, the cross-country…
policytree: Policy Learning via Doubly Robust Empirical Welfare Maximization over Trees
The problem of learning treatment assignment policies from randomized or observational data arises in many fields. For example, in personalized medicine, we seek to map patient observables (like age, gender, heart pressure, etc.) to a treatment…
Who Sees the Future? A Deep Learning Language Model Demonstrates the Vision Advantage of Being Small
Which groups are most likely to become visionaries that define the future of their field? Because vision is difficult to measure, prior work has reached conflicting conclusions: one perspective emphasizes the benefits of being large,…
Interoperable Payment Systems and the Role of Central Bank Digital Currencies
I explain the meaning of an interoperable payment system and why interoperability is crucial for efficiency. I review some alternative approaches to interoperability, including central bank digital currencies (CBDCs), hybrid CBDCs, and two-ledger…
Advance Market Commitments: Insights from Theory and Experience
Ten years ago, donors committed $1.5 billion to a pilot Advance Market Commitment to help purchase pneumococcal vaccine for low-income countries. The AMC aimed to encourage the development of such vaccines, ensure distribution to children in low-…
Capital Requirements, Risk Choice, and Liquidity Provision in a Business Cycle Model
This paper develops a quantitative dynamic general equilibrium model in which households’ preferences for safe and liquid assets constitute a violation of Modigliani and Miller. I show that the scarcity of these coveted assets created by…
Crowdsourcing Hypothesis Tests: Making Transparent How Design Choices Shape Research Results
To what extent are research results influenced by subjective decisions that scientists make as they design studies? Fifteen research teams independently designed studies to answer five original research questions related to moral judgments,…
Life-Cycle Cost of Transportation Services
The rapid deployment of electric vehicles is widely viewed as a promising path towards decarbonizing the transportation sector. The pace at which electric vehicles will replace those with internal combustion engines will depend to a large…
Rationing as a Determinant of Immigrant Composition and Outcomes
Willingness to migrate is a necessary but not sufficient condition for migration from an origin to destination country. For the United States and other countries with an excess supply of immigrants, the slot rationing rule is a key determinant of…
Stress Inside and Outside the Workplace
Part I of III: Excerpted from the forthcoming book Stress in the American Workplace
In the opening chapter, Dr. Hans Selye first defined stress as the “non-specific” response of the body to any demand made upon it. With the…
Subsidizing Liquidity with Wider Ticks: Evidence from the Tick Size Pilot Study
Using data from the 2016–2018 Tick Size Pilot Study, we examine the efficacy of using wider tick sizes to subsidize market-making in small capitalization stocks. We demonstrate that realized spreads decay quickly within the initial microseconds…
The Allocation of Decision Authority to Human and Artificial Intelligence
The allocation of decision authority by a principal to either a human agent or an artificial intelligence is examined. The principal trades off an AI’s more aligned choice with the need to motivate the human agent to expend effort in learning…
The Folk Theorem in Repeated Games With Anonymous Random Matching
We prove the folk theorem for discounted repeated games with anonymous random matching. We allow non‐uniform matching, include asymmetric payoffs, and place no restrictions on the stage game other than full dimensionality. No record‐keeping or…
The Impact of Carbon Disclosure Mandates on Emissions and Financial Operating Performance
We examine whether a disclosure mandate for greenhouse gas emissions creates stakeholder pressure for firms to subsequently reduce their emissions. For UK-incorporated listed firms such a mandate was adopted in 2013. Using a difference-in-…
When a Pandemic Collides with a Leveraged Economy
Over the past decade, low interest rates attracted borrowers to leveraged credit markets, which have since reached an unprecedented size and risk. The collision of a highly leveraged corporate sector with the severe economic shock from COVID-19…
Managing the Liquidity Crisis
The coronavirus pandemic has left the corporate sector scrambling for cash. So far, a relatively robust financial system has been able to provide short-term funding, primarily through the revolving lines of bank credit available to most firms.…
Acting with Power: Why We Are More Powerful Than We Believe
Grounded in over two decades’ worth of scientific research and inspired by the popular class of the same name at Stanford’s Graduate School of Business, Acting with Power offers a new and eye-opening paradigm that overturns…
Stable Prediction with Model Misspecification and Agnostic Distribution Shift
For many machine learning algorithms, two main assumptions are required to guarantee performance. One is that the test data are drawn from the same distribution as the training data, and the other is that the model is correctly specified. In real…
Advancing U. S. Latino Entrepreneurship: A New National Imperative
Advancing U.S. Latino Entrepreneurship examines business formation and success among Latinos by identifying arrangements that enhance entrepreneurship and by understanding the sociopolitical contexts that shape entrepreneurial…