Working Papers

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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The Zero-Beta Rate

Sebastian Di Tella, Benjamin Hébert, Pablo Kurlat, Qitong Wang
August142023

We use equity returns to construct a time-varying measure of the interest rate that we call the zero-beta rate: the expected return of a stock portfolio orthogonal to the stochastic discount factor. The zero-beta rate is high and volatile. In…

What Gets Measured Gets Managed: Investment and the Cost of Capital

Zhiguo He, Guanmin Liao, Baolian Wang
August2023

We study the impact of government-led incentive systems by examining a staggered reform in the Chinese state-owned enterprise (SOE) performance evaluation policy. To improve capital allocative efficiency, starting in 2010, regulators evaluating…

The Impact of Money in Politics on Labor and Capital: Evidence from Citizens United v. FEC

Pat Akey, Tania Babina, Greg Buchak, Ana-Maria Tenekedjieva
July2023

We examine whether corporate money in politics benefits or hurts labor using the 2010 Supreme Court ruling Citizens United, which rendered bans on political election spending unconstitutional. In difference-in-difference analyses, affected states…

How Much Do Public Employees Value Defined Benefit versus Defined Contribution Retirement Benefits?

Oliver Giesecke, Joshua D. Rauh
June2023

We survey public employees across the United States about their preferences regarding retirement plan options, and in particular at what employer contribution rate public employees would agree to switch to a defined contribution (DC) plan on a…

An Economic Model of Consensus on Distributed Ledgers

Hanna Halaburda, Zhiguo He, Jiasun Li
May2023

The designs of many new blockchains are inspired by the Byzantine fault tolerance (BFT) problem. While traditional BFT protocols assume most system nodes behave honestly, we recognize that blockchains are deployed in environments where nodes are…

Corporate Social Responsibility through Shareholder Governance

Robert P. Bartlett, Ryan Bubb
May2023

New approaches to corporate purpose have emerged in recent years that hold out the promise of addressing concerns about corporate social responsibility (CSR) through shareholder governance, rather than in spite of it, by reconceptualizing…

Zoning for Profits: How Public Finance Shapes Land Supply in China

Zhiguo He, Scott Nelson, Yang Su, Anthony Lee Zhang, Fudong Zhang
May2023

Public finance and real estate are uniquely intertwined in China, where local governments also serve as monopolist sellers of land. We shed new light on how land sale decisions and land prices depend on local governments’ financing objectives.…

Monetary Tightening and U.S. Bank Fragility in 2023: Mark-to-Market Losses and Uninsured Depositor Runs?

Erica Xuewei Jiang, Gregor Matvos, Tomasz Piskorski, Amit Seru
April2023

We analyze U.S. banks’ asset exposure to a recent rise in the interest rates with implications for financial stability. The U.S. banking system’s market value of assets is $2.2 trillion lower than suggested by their book value of assets…

The Importance of Financial Literacy: Opening a New Field

Annamaria Lusardi, Olivia S. Mitchell
April2023

We undertake an assessment of our two decades of research on financial literacy, building on our empirical research and theoretical work casting financial knowledge as a form of investment in human capital. We also draw on recent data to…

Financial Innovation in the 21st Century: Evidence from U.S. Patents

Josh Lerner, Amit Seru, Nick Short, Yuan Sun
March2023

We explore the evolution of financial innovation, using 24,000 U.S. finance patents applied for and granted over last two decades. Patented financial innovations are substantial and economically important, with annual grants expanding from a few…

Homemade Foreign Trading

Zhiguo He, Yuehan Wang, Xiaoquan Zhu
January2023

Using cross-border holding data from all custodians in China’s Stock Connect, we provide evidence that Chinese mainland insiders tend to evade the see-through surveillance by round-tripping via the Stock Connect program. After the regulatory…

Investor Composition and Overreaction

Michael Blank, Spencer Yongwook Kwon, Johnny Tang
January2023

Do stock price run-ups predictably revert? We develop a model of financial markets with two types of investors: rational investors and “oversensitive” investors who react excessively to salient public news. The model yields a summary statistic…

Heterogeneous-agent asset pricing: Timing and pricing idiosyncratic risks

James D. Paron
December152022

This paper studies the importance of idiosyncratic endowment shocks for aggregate asset prices in a generalized continuous-time framework that accommodates both jumps and recursive preferences. I show that, regardless of the presence of jumps,…

Bank Funding Risk, Reference Rates, and Credit Supply

Harry Cooperman, Darrell Duffie, Stephan Luck, Zachry Wang, Yilin (David) Yang
December2022

Corporate credit lines are drawn more heavily when funding markets are more stressed. This covariance elevates expected bank funding costs. We show that credit supply is inefficiently dampened by the associated debt-overhang cost to bank…

The Contribution of High-Skilled Immigrants to Innovation in the United States

Shai Bernstein, Rebecca Diamond, Abhisit Jiranaphawiboon, Timothy James McQuade, Beatriz Pousada
December2022

We characterize the contribution of immigrants to U.S. innovation, both through their direct productivity as well as through their indirect spillover effects on their native collaborators. To do so, we link patent records to a database containing…

How Abundant Are Reserves? Evidence from the Wholesale Payment System

Gara Afonso, Darrell Duffie, Lorenzo Rigon, Hyun Song Shin
November2022

Before the era of large central bank balance sheets, banks relied on incoming payments to fund outgoing payments in order to conserve scarce liquidity. Even in the era of large central bank balance sheets, rather than funding payments with…

Rational Inattention When Decisions Take Time

Benjamin Hébert, Michael Woodford
October62022

Decisions take time, and the time taken to reach a decision is likely to be informative about the cost of more precise judgments. We formalize this insight using a dynamic model of optimal evidence accumulation. We provide conditions under which…

Real Effects of Supplying Safe Private Money

Chenzi Xu, He Yang
September2022

Privately issued money often bears devaluation risk that create monetary transaction frictions. We evaluate the real effects of supplying a new type of safe money in the historical context of the U.S. in 1863. We instrument for the change in…

Externalities as Arbitrage

Benjamin Hébert
August242022

How can we assess whether macro-prudential regulations are having their intended effects? If these regulations are optimal, their marginal benefit of addressing externalities should equal their marginal cost of distorting risk- sharing. These…

One Size Doesn’t Fit All: Heterogeneous Depositor Compensation During Periods of Uncertainty

Nikolaos T. Artavanis, Daniel Paravisini, Claudia Robles-Garcia, Amit Seru, Margarita Tsoutsoura
August2022

We develop a new approach to identify different categories of depositors during periods of uncertainty and quantify their compensation to remain in the bank. We isolate withdrawals due to liquidity needs, deterioration of fundamentals, and…