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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Decoding Social Disclosure Decisions: A Field Experiment with Workforce Diversity Data

Jung Ho Choi, Maureen McNichols, Maximilian Muhn
October2024

In recent years, U.S. public companies have increasingly begun to voluntarily disclose official workforce diversity data (i.e., EEO-1 reports), which they previously only confidentially filed with the U.S. Equal Employment Opportunity Commission…

Human Capital Disclosure and Labor Market Outcomes: Evidence from Regulation S-K

Jung Ho Choi, Dan Li , Daniele Macciocchi
October2024

We examine the labor market consequences of the 2020 Regulation S-K requiring human capital disclosure in 10K filings. Using large-sample job-level data, we observe that public firms subject to the regulation increase their disclosure of…

The Spiderweb of Partnership Tax Structures

Ryan Hess, Emily Black, Zaynah Javed, Jonathan Hennessy, Rebecca Lester, Jacob Goldin, Daniel E. Ho, Annette Portz
September2024

U.S. partnerships control more than $40 trillion in assets, vastly outnumber U.S. public firms, and contribute significantly to the U.S. tax non-compliance of pass-through entities, which is larger than the non-compliance of publicly traded…

Assessing the Costs of Industrial Decarbonization

Gunther Glenk, Rebecca Meier, Stefan J. Reichelstein
August2024

Companies in various industries are under growing pressure to assess the costs of decarbonizing their operations. This paper develops a generic abatement cost concept to identify the cost-efficient combination of technological and operational…

Fair Market Valuation of Electric Vehicle Batteries in Second Life Applications

Amadeus Bach, Simona Onori, Stefan J. Reichelstein, Jihan Zhuang
August2024

The rapidly growing number of lithium-ion battery packs deployed in electric vehicles (EVs) entails enormous economic potential for used EV batteries to be redeployed in a second life application, e.g., for behind-the-meter stationary energy…

The Consequences of Limiting the Tax Deductibility of R&D

Mary Cowx, Rebecca Lester, Michelle Nessa
July2024

We study the tax payment and innovation consequences of limiting the tax deductibility of research and development (“R&D”) expenditures. Beginning in 2022, U.S. companies are required to capitalize and amortize R&D rather than immediately…

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…

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…

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…

The Innovation Consequences of Judicial Efficiency

Jinhwan Kim, Terrence Tianshuo Shi, Rodrigo S. Verdi
January2024

We examine how the efficiency of the judicial system impacts corporate innovation. To do so, we exploit a pilot program introduced by the U.S. Congress in 2011, which allowed judges with expertise(as opposed to randomly selected judges) to…

Corporate Carbon Accounting: Balance Sheets and Flow Statements

Stefan J. Reichelstein
December2023

Current corporate disclosures regarding carbon emissions lack commonly accepted accounting rules. The carbon accrual accounting system described here takes the rules of historical cost accounting for operating assets as a template for generating…

Informing Entrepreneurs? Initial Public Offerings and New Business Formation

John Manuel Barrios, Jung Ho Choi, Yael V. Hochberg, Jinhwan Kim, Miao Liu
November2023

We examine the relationship between public firm disclosure and aggregate new business formation. Consistent with the notion that public company disclosures provide information spillovers that reduce the extent of uncertainty about new…

Corporate Tax Policy in Developed Countries and Economic Activity in Africa

Jeffrey L. Hoopes, Daniel Klein, Rebecca Lester, Marcel Olbert
October2023

This paper studies whether tax policies in developed nations affect developing economies. We study firm investment responses to a major reform that reduced the corporate income tax rate for U.K.-based firms. Our identification strategy compares…

Breaking Down Information Inequality: Evidence from a Field Experiment in the Technology Industry

Jung Ho Choi, Surya Ierokomos, Adina Sterling
August2023

The under-representation of women in the technology industry has long been recognized as a concern, and the provision of gender-specific information on job search platforms has emerged as a potential solution. In this research, we study how…

ESG Assurance in the United States

Brandon Gipper, Samantha Ross, Shawn Shi
August2023

We provide the first, large sample evidence on third-party verification of firms’ environmental and social metrics in ESG reports (“ESG assurance”) in the United States. Focusing on S&P 500 firms from 2010-2020, we document a striking…

Internalizing Peer Firm Proprietary Costs: Evidence from Supply Chain Relations

Farzana Afrin, Jinhwan Kim, Sugata Roychowdhury
August2023

We examine whether the proprietary costs of economically linked peers influence focal firms’ merger and acquisition (M&A) decisions, which often involve extensive transfers of proprietary information across merging entities. Using data on…

Advances in Power-to-Gas Technologies: Cost and Conversion Efficiency

Gunther Glenk, Philip Holler, Stefan J. Reichelstein
March2023

Widespread adoption of hydrogen as an energy carrier is widely believed to require continued advances in Power-to-Gas (PtG) technologies. Here we provide a comprehensive assessment of the dynamics of system prices and conversion efficiency for…

IPOs and Corporate Tax Planning

Christine Dobridge, Rebecca Lester, Andrew Whitten
November2022

Does going public affect the amount and type of corporate tax planning? Using a panel of U.S. corporate tax return data from 1994 to 2018, we show that IPO completion is associated with the implementation of multinational income shifting…