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.

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A Theory of Community Formation and Social Hierarchy

Susan Athey, Emilio Calvano, Saumitra Jha
August62016

We analyze the classic problem of sustaining trust when cheating and leaving trading partners is easy, and outside enforcement is difficult. We construct equilibria where individuals are loyal to smaller groups– communities– that allow…

Bitcoin Pricing, Adoption, and Usage: Theory and Evidence

Susan Athey, Iva Parashkevov, Vishnu Sarukkai, Jing Xia
August2016

This paper develops a model of user adoption and use of virtual currency (such as Bitcoin), and focusing on the dynamics of adoption in the presence of frictions arising from exchange rate uncertainty. The theoretical model can be used…

How Do Venture Capitalists Make Decisions?

Paul Gompers, William Gornall, Steven N. Kaplan, Ilya A. Strebulaev
August2016

We survey 885 institutional venture capitalists (VCs) at 681 firms to learn how they make decisions across eight areas: deal sourcing; investment selection; valuation; deal structure; post-investment value-added; exits; internal firm organization…

CEO Personality and Firm Policies

Ian D. Gow, Steven N. Kaplan, David F. Larcker, Anastasia A. Zakolyukina
July62016

Based on two samples of high quality personality data for chief executive officers (CEOs), we use linguistic features extracted from conferences calls and statistical learning techniques to develop a measure of CEO personality in terms of the Big…

Size Discovery

Darrell Duffie, Haoxiang Zhu
July12016

Size discovery is the use of trade mechanisms by which large quantities of an asset can be exchanged at a price that does not respond to price pressure. Primary examples of size discovery include “workup” in Treasury markets, “matching sessions”…

Enabling Mini-Grid Development in Rural India

Stephen D. Comello, Stefan J. Reichelstein, Anshuman Sahoo, Tobias S. Schmidt
July2016

Rural electrification rates in India lag behind government goals, in part due to the inability of distribution companies (discoms) to fund central grid expansion. In the absence of central grid electrification, mini-grids offer significant…

Estimating Local Fiscal Multipliers

Juan Carlos Suárez Serrato, Philippe Wingender
July2016

We propose a new source of cross-sectional variation that may identify causal impacts of government spending on the economy. We use the fact that a large number of federal spending programs depend on local population levels. Every ten years, the…

Bargaining Power, Business Cycle and Levered Equity Risk

Zhiyao Chen, Ilya A. Strebulaev
June292016

Bargaining power allows equity holders to recover a fraction of residual assets in bankruptcy, therefore reducing their exposure to default risk. We develop an agency-based model and provide the first evidence via structural estimation that…

Equity is Cheap for Large Financial Institutions: The International Evidence

Priyank Gandhi , Hanno Lustig, Alberto Plazzi
June112016

Equity is a cheap source of funding for a country’s largest financial institutions. In a large panel of 31 countries, we find that the stocks of a country’s largest financial companies earn returns that are significantly lower than stocks of non-…

Banks as Tax Planning Intermediaries

Brandon Gipper, John Gallemore, Edward Maydew
June2016

We provide the first large-sample evidence of banks playing an important role in facilitating tax planning by client firms. Capturing bank-client relationships using lending contracts and measuring borrower tax avoidance with the three-year cash…

Once in the Door: Tryouts and the Gender Wage Gap in the Managerial Pipeline

Adina Sterling, Roberto M. Fernandez
June2016

Under 2nd Review, Management Science

Women pursue managerial credentials at nearly the same rate as men but evidence suggests they receive lower salaries from the onset of their managerial careers. While demand-side…

The Impact of Information Processing Costs on Firm Disclosure Choice: Evidence from the XBRL Mandate

Elizabeth Blankespoor
June2016

This paper examines the effect of market participants’ information processing costs on firms’ disclosure choice. Using the recent eXtensible Business Reporting Language (XBRL) regulation as an exogenous shock to these information processing costs…

It Takes a Village to Maintain a Dangerous Financial System

Anat R. Admati
May312016

I discuss the motivations and actions (or inaction) of individuals in the financial system, governments, central banks, academia and the media that collectively contribute to the persistence of a dangerous and distorted financial system and…

Dynamic Natural Monopoly Regulation: Time Inconsistency, Asymmetric Information, and Political Environments

Claire S.H. Lim, Ali Yurukoglu
May242016

This paper quantitatively assesses time inconsistency, moral hazard, and political ideology in monopoly regulation of electricity distribution. We specify and estimate a dynamic model of utility regulation featuring investment and moral hazard.…

Threats to Racial Status Promote Tea Party Support Among White Americans

Robb Willer, Matthew Feinberg, Rachel Wetts
May42016

Since its rapid rise in early 2009, scholars have advanced a variety of explanations for popular support for the Tea Party movement. Here we argue that various political, economic, and demographic trends and events – e.g., the election of the…

Technological Innovation, Resource Allocation, and Growth

Leonid Kogan, Demitris Papanikolaou, Amit Seru, Noah Stoffman
May2016

We propose a new measure of the economic importance of each innovation. Our measure uses newly collected data on patents issued to US firms in the 1926 to 2010 period, combined with the stock market response to news about patents. Our patent-…

The Non-Consensus Entrepreneur: Organizational Responses to Vital Events

Elizabeth Pontikes, William P. Barnett
May2016

Salient successes and failures, such as spectacular venture capital investments or agonizing bankruptcies, affect consensus beliefs about the viability of particular markets. We argue that collective sense making in the wake of such vital events…

Adaptive Concentration of Regression Trees, with Application to Random Forests

Stefan Wager, Guenther Walther
April302016

We study the convergence of the predictive surface of regression trees and forests. To support our analysis we introduce a notion of adaptive concentration for regression trees. This approach breaks tree training into a model selection phase in…

A “Pencil-Sharpening” Algorithm for Two Player Stochastic Games with Perfect Monitoring

Dilip Abreu, Benjamin Brooks, Yuliy Sannikov
April282016

We study the subgame perfect equilibria of two player stochastic games with perfect monitoring and geometric discounting. A novel algorithm is developed for calculating the discounted payoffs that can be attained in equilibrium. This algorithm…