Publications

April 2012
Article

The Predictive Value of Accruals and Consequences for Market Anomalies

By: Francois Brochet, Seunghan Nam and Joshua Ronen

We revisit the role of the cash and accrual components of accounting earnings in predicting future cash flows using out-of-sample predictions and market value of equity as a proxy for all future cash flows. We find that, on average, accruals improve upon current cash... View Details

Keywords: Forecasting and Prediction; Investment Return; Value; Equity; Markets; Cash Flow; Information Management; Accrual Accounting; Earnings Management; Corporate Governance; Stocks

Web

Business History - Faculty & Research

Ultimately, the Godcharles ruling enshrined the specialness of workingmen's labor contracts and rejected the use of equity principles to justify contract regulations, but the controversy also informed future labor strategies, especially... View Details

July 2023 (Revised July 2023)
Background Note

Generative AI Value Chain

By: Andy Wu and Matt Higgins

Generative AI refers to a type of artificial intelligence (AI) that can create new content (e.g., text, image, or audio) in response to a prompt from a user. ChatGPT, Bard, and Claude are examples of text generating AIs, and DALL-E, Midjourney, and Stable Diffusion are... View Details

Keywords: AI; Artificial Intelligence; Model; Hardware; Data Centers; AI and Machine Learning; Applications and Software; Analytics and Data Science; Value

10 Feb 2021
Research & Ideas

Has #MeToo Changed How Hollywood Hires?

whether this social movement impacted the hiring of female talent, Luo and Zhang focused on new movie projects set up from January 2014 to September 2019 using Done Deal Pro, a database that tracks script deals. They also used information... View Details

Keywords: by Rachel Layne; Media & Broadcasting

January 2025
Article

Reducing Prejudice with Counter-stereotypical AI

By: Erik Hermann, Julian De Freitas and Stefano Puntoni

Based on a review of relevant literature, we propose that the proliferation of AI with human-like and social features presents an unprecedented opportunity to address the underlying cognitive and affective drivers of prejudice. An approach informed by the psychology of... View Details

Keywords: Prejudice and Bias; AI and Machine Learning; Interpersonal Communication; Social and Collaborative Networks

July–August 2018
Article

Learning by Contributing: Gaining Competitive Advantage Through Contribution to Crowdsourced Public Goods

By: Frank Nagle

As the economy becomes more information based, firms are increasingly using crowdsourced public goods as inputs for innovation and production. Counterintuitively, some firms pay their employees to contribute to the creation of these goods, which can be used freely by... View Details

Keywords: Open Source Distribution; Applications and Software; Competitive Strategy; Learning; Competitive Advantage

June 2004
Article

Market Liquidity as a Sentiment Indicator

By: Malcolm Baker and Jeremy Stein

We build a model that helps to explain why increases in liquidity-such as lower bid-ask spreads, a lower price impact of trade, or higher turnover-predict lower subsequent returns in both firm-level and aggregate data. The model features a class of irrational... View Details

Keywords: Markets; Financial Liquidity; Price; Trade; Sales; Equity; Information; Management Analysis, Tools, and Techniques; Accounting Industry

February 2017 (Revised November 2021)
Case

Digitalization at Siemens

By: David J. Collis and Tonia Junker

The case discusses the digitalization strategy of Siemens AG, a German-based company operating in manufacturing and electronics. The increasing impact of digital technologies on all of its business units had prompted CEO Joe Kaeser and his team to put digitalization at... View Details

Keywords: Company Management; Digital Technologies; Corporate Strategy; Competition; Information Technology; Information Infrastructure; Manufacturing Industry; Electronics Industry

23 Nov 2011
Working Paper Summaries

The Organization of Firms Across Countries

Keywords: by Nicholas Bloom, Rafaella Sadun & John Van Reenen

19 May 2011
Working Paper Summaries

Mandatory IFRS Adoption and Financial Statement Comparability

Keywords: by Francois Brochet, Alan Jagolinzer & Edward J. Riedl

25 May 2007
Working Paper Summaries

Self-Regulatory Institutions for Solving Environmental Problems: Perspectives and Contributions from the Management Literature

Keywords: by Andrew King & Michael W. Toffel

Teaching Interest

Founders' Dilemmas

By: Jeffrey F. Rayport

This course is for students who plan to become involved in new ventures, now or at mid-career, as founders of a new venture, early hires, early advisors, or board members, or as potential investors (e.g., VCs), customers, partners, or acquirers of new venturesView Details

Research Summary

Personal Development and Interpersonal Feedback

Enabling individual development and learning are key to enabling organizational success as well as employee satisfaction and engagement. Many organizational approaches to employee development visualize feedback processes as mechanisms for illuminating individual... View Details

Keywords: Feedback; Personal Development

Forthcoming
Article

When Should Public Programs Be Privately Administered? Theory and Evidence from the Paycheck Protection Program

By: Alexander W. Bartik, Zoë Cullen, Edward L. Glaeser, Michael Luca, Christopher Stanton and Adi Sunderam

What happens when public resources are allocated by private companies whose objectives may be imperfectly aligned with policy goals? We study this question in the context of the Paycheck Protection Program (PPP), which relied on private banks to disburse aid to small... View Details

Keywords: Paycheck Protection Program; Targeting; Impact; Entrepreneurship; Health Pandemics; Small Business; Financing and Loans; Outcome or Result; United States

SSRN

2025
Working Paper

Markups and Cost Pass-through Along the Supply Chain

By: Santiago E. Alvarez-Blaser, Alberto Cavallo, Alexander MacKay and Paolo Mengano

We study markups and pricing strategies along the supply chain. Our unique dataset combines detailed price and cost information from a large global manufacturer with matched retail prices collected online for the period July 2018 through June 2023. We show that total... View Details

Keywords: Markups; Pricing; Price; Supply Chain; Inflation and Deflation; Cost

April 2017
Article

The Effectiveness of U.S. Energy Efficiency Building Labels

By: Omar Isaac Asensio and Magali A Delmas

Information programs are promising strategies to encourage investments in energy efficiency in commercial buildings. However, the realized effectiveness of these programs has not yet been estimated on a large scale. Here we take advantage of a large sample of monthly... View Details

Keywords: Energy Conservation; Green Building; Energy Policy

Article

Moral Dilemmas and Trust in Leaders during a Global Health Crisis

By: Jim A. C. Everett, Clara Colombatto, Edmond Awad, Paulo Boggio, Björn Bos, William J. Brady, Megha Chawla, Vladimir Chituc, Dongil Chung, Moritz A. Drupp, Shristi Goel, Brit Grosskopf, Frederik Hjorth, Alissa Ji, Caleb Kealoha, Judy S. Kim, Yangfei Lin, Yina Ma, Michel André Maréchal, Federico Mancinelli, Christoph Mathys, Asmus L. Olsen, Graeme Pearce, Annayah M. B. Prosser, Niv Reggev, Nicholas Sabin, Julien Senn, Yeon Soon Shin, Walter Sinnott-Armstrong, Hallgeir Sjåstad, Madelijn Strick, Sunhae Sul, Lars Tummers, Monique Turner, Hongbo Yu, Yoonseo Zoh and Molly J. Crockett

Trust in leaders is central to citizen compliance with public policies. One potential determinant of trust is how leaders resolve conflicts between utilitarian and non-utilitarian ethical principles in moral dilemmas. Past research suggests that utilitarian responses... View Details

Keywords: COVID-19 Pandemic; Impartial Beneficence; Utilitarian Responses; Trust; Ethics; Public Opinion; Leadership Style

April 2020
Teaching Plan

Malcolm Turner at Vanderbilt

By: David G. Fubini, Amy Klopfenstein and James Barnett

This teaching plan serves as a supplement to the case “Malcolm Turner at Vanderbilt,” HBS 420-024. The case examines the early decisions of Vanderbilt University’s new athletic director, Malcolm Turner. A newcomer to college athletics, Turner made a series of... View Details

Keywords: Organizations; Organizational Change and Adaptation; Organizational Culture; Sports; Planning; Strategic Planning; Education; Higher Education; Leadership; Leadership Style; Leading Change; Education Industry; Sports Industry; Tennessee

June 2016 (Revised May 2017)
Case

FANUC Corporation: Reassessing the Firm's Governance and Financial Policies

By: Benjamin C. Esty, Nobuo Sato and Akiko Kanno

In February 2015, Daniel Loeb (a U.S.–based activist investor) announced his firm had a large investment in FANUC Corporation, a leading producer of industrial robots and software for machine tools. Loeb was demanding that the Japanese firm change its financial and... View Details

Keywords: Hedge Funds; Economic Policy; Investments; Government Policy; Deregulation; Financial Management; Valuation; Investment Funds; Policy; Corporate Governance; Macroeconomics; Investment Activism; Change Management; Financial Strategy; Cross-Cultural and Cross-Border Issues; Japan; United States