These papers are working drafts of research which often appear in final form in academic journals. The published versions may differ from the working versions provided here.
SSRN Research Paper Series
The Social Science Research Network’s Research Paper Series includes working papers produced by Stanford GSB the Rock Center.
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Who to Offer, and When: Redesigning Feeding America's Real-Time Donation Tool
In collaboration with Feeding America, we aim to redesign Real-Time—a tool on its food sourcing and rescue platform, MealConnect—that facilitates the connection of ad-hoc, time-sensitive food donations to local agencies (e.g., meal programs)…
Emergent Directedness in Social Contagion
An enduring challenge in contagion theory is that the pathways contagions follow through social networks exhibit emergent complexities that are difficult to predict using network structure. Here, we address this challenge by developing a causal…
Consumer Memory and Competitive Interference: The Case of Auto Insurance Advertising
Insights from psychology suggest competitive interference: when a firm advertises, consumers are less likely to think of its competitor, benefiting the advertiser by keeping it top of mind and suppressing competitor recall. We empirically…
Political Polarization in Medicine
This paper studies partisan differences in medical practice over 1999-2019. I link physicians in the Medicare claims data with campaign contributions to identify party alignment. In 1999, there are no partisan differences in medical expenditure…
What Does It Take? Quantifying Cross-Country Transfers in the Eurozone
We compute the cross-country transfers that result from unconventional monetary policy in the Eurozone. The ECB funds the expansion of its aggregate balance sheet mostly by issuing bank reserves and cash in core countries. The national central…
Tariffs and Supply Chain Diversification under Scale Economies
The recent elimination of the United States de minimis exemption for import tariffs has been reported to have a significant impact on ultra-fresh fashion companies such as Shein and Temu. This paper develops a game-theoretic model to investigate…
Human Flourishing and the Future of Leadership in Leading Humans
How Much Should We Spend to Reduce A.I.’s Existential Risk?
During the Covid-19 pandemic, the United States effectively “spent” about 4 percent of GDP — via reduced economic activity — to address a mortality risk of around 0.3 percent. Many experts believe that catastrophic risks from advanced A.I. over…
The Global Network of Oligarch Companies
We study how Russian oligarch-affiliated companies operate globally and respond to sanctions. We construct a dataset tracking 70 companies, 1,800 international subsidiaries, and their institutional investors between 2009 and 2023. These companies…
On Aligning Prediction Models with Clinical Experiential Learning: A Prostate Cancer Case Study
Over the past decade, the use of machine learning (ML) models in healthcare applications has rapidly increased. Despite high performance, modern ML models do not always capture patterns the end user requires. For example, a model may predict a…
Congestion Pricing, Carpooling, and Commuter Welfare
Building on the canonical “bottleneck” model of Vickrey (1969), we show that carpooling and road pricing are highly complementary in addressing traffic congestion: they can be much more effective jointly than each one separately, and can improve…
The Limited Corporate Response to DEI Controversies
Firms’ diversity, equity, and inclusion (DEI) policies have received significant scrutiny in recent years, including their efficacy and role in long-term value creation. We provide new evidence on these issues by studying what is arguably the…
Does Access to Human Coaches Lead To More Weight Loss than with AI Coaches Alone?
Obesity and excess weight are major global health challenges. A number of technological solutions, including mobile apps, have been developed to help people lose weight. Many such applications provide access to human coaches who help consumers…
Fair Market Value of Used Capacity Assets: Forecasts for Repurposed Electric Vehicle Batteries
Responding to economic and environmental pressures, a growing number of companies seek to repurpose products (assets) that retain functional capacity beyond their initial first life. This paper examines a generic valuation model for used capacity…
Expectations Formation with Fat-Tailed Processes: Evidence and Theory
This paper studies expectations formation when the underlying process has fat tails. Using a large sample of firm sales growth expectations, we document three facts: (i) the relationship between forecast revisions and future forecast errors is…
The Wealth of Stagnation: Falling Growth, Rising Valuations
Over the last half-century, economic growth stagnated but stock-market wealth boomed. I present evidence that declining innovation productivity reconciles these trends. At the macro level, I document that R&D spending has fallen relative to…
Selective Inattention to Interest Rates
This paper studies whether households are selectively inattentive to interest rates and examines its macroeconomic implications. We first use existing and newly-designed household surveys to establish that households close to durables purchases…
Insurance versus Moral Hazard in Income-Contingent Student Loan Repayment
Student loans with income-contingent repayment insure borrowers against income risk but can reduce their incentives to earn more. Using a change in Australia’s income-contingent repayment schedule, I show that borrowers reduce their labor supply…
Sovereign Default and the Decline in Interest Rates
Sovereign debt yields have declined dramatically over the last half-century. Standard explanations, including aging populations and increases in asset demand from abroad, encounter difficulties when confronted with the full range of evidence. We…
The Rise of Alternatives
Since the 2000s, U.S. public pension funds have actively shifted their risky investments away from public equities and toward alternative assets like private equity and hedge funds—some much more than others. We explore a range of possible…