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.

You may search for authors and topics and download copies of the work there.

Academic Area
Centers & Initiatives
Results for

Contract Design in Influencer Marketing

Reto Hofstetter, Andreas Lanz, Navdeep S. Sahni
April2024

In influencer marketing, the differing incentives of advertisers and influencers necessitate a delicate balance between control and creativity. Investigating this trade-off, we explore the impact of contractual constraints on advertiser outcomes…

Market Access and Retail Investment Performance

Ed deHaan, Andrew Glover
April2024

We examine the effects of stock market access, and in particular trading hours, on retail investment performance. Using discontinuities around time zone borders, we find that plausibly exogenous decreases in waking trading hours are associated…

Noisy Experts? Discretion in Regulation

Sumit Agarwal, Bernardo Morais, Amit Seru, Kelly Shue
April2024

While reliance on human discretion is a pervasive feature of institutional design, human discretion can also introduce costly noise (Kahneman, Sibony, and Sunstein 2021). We evaluate the consequences, determinants, and trade-offs associated with…

The A.I. Dilemma: Growth versus Existential Risk

Charles I. Jones
April2024

Advances in artificial intelligence (A.I.) are a double-edged sword. On the one hand, they may increase economic growth as A.I. augments our ability to innovate. On the other hand, many experts worry that these advances entail existential risk:…

The Assignment of Intellectual Property Rights and Innovation

Christopher S. Armstrong, Stephen Glaeser, Stella Y. Park, Oscar Timmermans
April2024

We study how the assignment of intellectual property rights for successful innovations between inventors and their employers affect inventor-employer matching, the generality of innovation, and innovation disclosure. To do so, we examine the…

The Challenge of Early-Stage Companies Sustaining High Growth and Defying the Gravity Effect

Antonio Davila , George Foster, Xiaobin He, Jia Ning, Carlos Shimizu
April2024

We identify a model of early-stage company growth persistence. Using seven commercial high growth company lists (either a Top 500 or Top 100 list of companies), we find that approximately 30% of companies remain on these lists for two consecutive…

The Heterogeneous Impact of Changes in Default Gift Amounts on Fundraising

Susan Athey, Undral Byambadalai, Matias Cersosimo, Kristine Koutout, Shanjukta Nath
April2024

When choosing whether and how much to donate, potential donors often observe a set of default donation amounts known as an “ask string.” In an experiment with more than 400,000 PayPal users, we replace a relatively unused donation amount ($75) on…

The Value of Non-traditional Credentials in the Labor Market

Susan Athey, Emil Palikot
April2024

This study investigates the labor market value of credentials obtained from Massive Open Online Courses (MOOCs) and shared on business networking platforms. We conducted a randomized experiment involving more than 800,000 learners, primarily from…

Autonomous Strategic Behavior, Organizational Learning and Top Management Support: Re-Examining Field Research with Computational Modeling

Robert A. Burgelman, Sasanka Sekhar Chanda
March2024

Re-examining field research findings about three critical episodes in Intel Corporation’s evolution we find that when autonomous strategic behavior significantly increased relevant organizational knowledge Intel top management provided sustained…

Evaluating Language Model Agency through Negotiations

Tim R. Davidson, Veniamin Veselovsky, Martin Josifoski, Maxime Peyrard, Antoine Bosselut, Michal Kosinski, Robert West
March2024

We introduce an approach to evaluate language model (LM) agency using negotiation games. This approach better reflects real-world use cases and addresses some of the shortcomings of alternative LM benchmarks. Negotiation games enable us to study…

Carbon Accounting Quality: Measurement and the Role of Assurance

Brandon Gipper, Fiona Sequeira, Shawn Shi
February2024

We examine the role of assurance — third-party verification — on carbon accounting quality. We develop a measure of carbon accounting quality based on the deviation of reported emissions from a model-based expected level and use two other survey-…

Earnings News and Local Household Spending

Brandon Gipper, Laura Lingyu Gu, Jinhwan Kim, Suzie Noh
February2024

Using debit and credit card data, we find a one standard-deviation increase in firms’ earnings surprise is linked to a 3% or $5.6 billion increase in aggregate quarterly consumption of local households near the disclosing firms’ headquarters. The…

Earnings Targets, Strategic Patent Sales, and Patent Trolls

Jinhwan Kim, Kristen Valentine
February2024

Innovative public firms sell 9.6% (615) more patents in the last month, relative to the first half of the fiscal year. Consistent with reporting incentives driving these sales, they are more pronounced among firms with strong incentives to meet…

Liquidity, Debt Denomination, and Currency Dominance

Antonio Coppola, Arvind Krishnamurthy, Chenzi Xu
February2024

We provide a liquidity-based theory for the dominant use of the US dollar as the unit of denomination in global debt contracts. Firms need to trade their revenue streams for the assets required to extinguish their debt obligations. When asset…

The Secular Decline of Bank Balance Sheet Lending

Greg Buchak, Gregor Matvos, Tomasz Piskorski, Amit Seru
February2024

The traditional model of bank-led financial intermediation, where banks issue demandable deposits to savers and make informationally sensitive loans to borrowers, has seen a dramatic decline since 1970s. Instead, private credit is increasingly…

Convenience Yields and Exchange Rate Puzzles

Zhengyang Jiang, Arvind Krishnamurthy, Hanno Lustig
January12024

We introduce safe asset demand for dollar-denominated bonds into a tractable incomplete market model of exchange rates. The convenience yield on dollar bonds enters as a stochastic wedge in the Euler equations for exchange rate determination.…

Digital Interventions and Habit Formation in Educational Technology

Keshav Agrawal, Susan Athey, Ayush Kanodia, Emil Palikot
January2024

We evaluate a contest-based intervention intended to increase the usage of an educational app that helps children in India learn to read English. The evaluation included approximately 10,000 children, of whom about half were randomly selected to…

EXIM’s Exit: The Real Effects of Trade Financing by Export Credit Agencies

Poorya Kabir, Adrien Matray, Karsten MĂĽller, Chenzi Xu
January2024

We study the role of export credit agencies — the predominant tool of industrial policy — on firm behavior by using the effective shutdown of the Export-Import Bank of the United States (EXIM) from 2015-2019 as a natural experiment. We show that…

A Framework for Geoeconomics

Christopher Clayton, Matteo Maggiori, Jesse Schreger
January2024

Governments use their countries’ economic strength from existing financial and trade relationships to achieve geopolitical and economic goals. We refer to this practice as geoeconomics. We build a framework based on three core ingredients:…

Tech-Driven Intermediation in the Originate-to-Distribute Model

Zhiguo He, Sheila Jiang, Douglas Xu
January2024

Study the accelerated adoption of information technologies in the intermediated originate-to-distribute model, like CLOs. Show informed intermediation can be welfare reducing given severe adverse selection while informed intermediation always…