by Danielle Li - Publications - Faculty & Research - Harvard Business School

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May 2008
Article

Real and Accrual-Based Earnings Management in the Pre- and Post-Sarbanes Oxley Periods

By: Daniel Cohen, Aiyesha Dey and Thomas Lys

We document that accrual‐based earnings management increased steadily from 1987 until the passage of the Sarbanes‐Oxley Act (SOX) in 2002, followed by a significant decline after the passage of SOX. Conversely, the level of real earnings management activities declined... View Details

Keywords: Earnings Management; Governing Rules, Regulations, and Reforms; Outcome or Result

January 2024
Article

Investing with the Government: A Field Experiment in China

By: Emanuele Colonnelli, Bo Li and Ernest Liu

We study the demand for government participation in China’s venture capital and private equity market. We conduct a large-scale, non-deceptive field experiment in collaboration with the leading industry service provider, through which we survey both capital investors... View Details

Keywords: Venture Capital; Private Equity; Business and Government Relations; Entrepreneurship; China

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April 2019
Teaching Note

The a2 Milk Company

By: Benjamin C. Esty and Daniel Fisher

The a2 Milk Company (a2MC) became the most valuable company listed on the New Zealand stock exchange in 2018 by capitalizing on a biochemical discovery related to the protein composition of cow's milk. Because many people find the A1 protein difficult to digest, and... View Details

11 Dec 2007
First Look

First Look: December 11, 2007

ridiculed Babson's forecasting methods, which were informed by his belief, based on his reading of Isaac Newton, that economic "actions and reactions" (or depressions and expansions) would always be equal. But Babson was able to... View Details

Keywords: Martha Lagace

February 2021
Article

Topic Classification of Electric Vehicle Consumer Experiences with Transformer-Based Deep Learning

By: Sooji Ha, Daniel J Marchetto, Sameer Dharur and Omar Isaac Asensio

The transportation sector is a major contributor to greenhouse gas (GHG) emissions and is a driver of adverse health effects globally. Increasingly, government policies have promoted the adoption of electric vehicles (EVs) as a solution to mitigate GHG emissions.... View Details

Keywords: Natural Language Processing; Analytics and Data Science; Environmental Sustainability; Infrastructure; Transportation; Policy

November 2020
Teaching Note

Valuing Celgene's CVR

By: Benjamin C. Esty and Daniel Fisher

Teaching Note for HBS Case No. 221-031. When Bristol-Myers Squibb (BMS) acquired Celgene Corporation in November 2019, Celgene shareholders received cash, BMS stock, and a contingent value right (CVRs) that would pay $9 if the U.S. Food and Drug Administration (FDA)... View Details

Keywords: Mergers and Acquisitions; Valuation; Value; Judgments; Decision Making; Cash Flow; Financial Instruments; Cognition and Thinking; Pharmaceutical Industry; Biotechnology Industry; United States

Article

How to Make the Other Side Play Fair: The Final-Offer Arbitration Challenge Gives Negotiators a Valuable New Tool

By: Max H. Bazerman and Daniel Kahneman

In legal disputes, contested insurance claims, and similarly adversarial negotiations, one party is likely to open with an inflated claim or a lowball offer. And if the other side’s position is unreasonable, it may make little sense to be reasonable yourself. But if... View Details

Keywords: Negotiation Tactics; Negotiation Offer

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2011
Case

CSCEC: Transformation and Development

By: F. Warren McFarlan, Donghong Li and Hong Zhang

In 2001, CSCEC, the largest residential building constructor in China, greeted its new General Manager, Wenjie Sun, who was the President of China Overseas, a Hong Kong-listed subsidiary of CSCEC. In the following 9 years, Sun strived to advance the transformation and... View Details

Keywords: Innovation; Organizational Values; Strategy; Transformations; China

14 Sep 2010
First Look

First Look: September 14, 2010

problem when they first emerged but was ultimately overcome by changes in the innovation ecosystem. However, incumbents in the oil and power sector are different in two respects. First, they are producing a commodity and hence face little... View Details

Keywords: Sean Silverthorne

2024
Working Paper

The Cram Method for Efficient Simultaneous Learning and Evaluation

By: Zeyang Jia, Kosuke Imai and Michael Lingzhi Li

We introduce the "cram" method, a general and efficient approach to simultaneous learning and evaluation using a generic machine learning (ML) algorithm. In a single pass of batched data, the proposed method repeatedly trains an ML algorithm and tests its empirical... View Details

Keywords: AI and Machine Learning

March–April 2017
Article

What's the Value of a Like?: Social Media Endorsements Don't Work the Way You Might Think

By: Leslie John, Daniel Mochon, Oliver Emrich and Janet Schwartz

Brands spend billions of dollars a year on lavish efforts to establish and maintain a social media presence. But do those campaigns actually increase revenue? New research provides an answer to this question, which has vexed marketers ever since social media burst upon... View Details

Keywords: Social and Collaborative Networks; Consumer Behavior; Marketing Strategy; Digital Marketing; Social Media

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November 2012
Case

Bonnier: Digitalizing the Media Business

By: Lynda Applegate, Daniel Nylen, Jonny Holmstrom and Kalle Lyytinen

The case follows leading Scandinavian media company Bonnier as it establishes a designated R&D division for the first time. The case, in particular, focuses on its first flagship project, called Mag+, in which it creates a digital platform for publishing digital... View Details

Keywords: Media And Publishing; Media; Publishing Industry; Media and Broadcasting Industry

2015
Working Paper

Expertise vs. Bias in Evaluation: Evidence from the NIH

By: Danielle Li

Evaluators with expertise in a particular field may have an informational advantage in separating good projects from bad. At the same time, they may also have personal preferences that impact their objectivity. This paper develops a framework for separately identifying... View Details

Keywords: Prejudice and Bias; Performance Evaluation; Experience and Expertise

Winter 2013
Article

Corporate Governance Reform and Executive Incentives: Implications for Investments and Risk-Taking

By: Daniel Cohen, Aiyesha Dey and Thomas Lys

We investigate the mechanism through which the Sarbanes Oxley Act (SOX) was associated with changes in corporate investment strategies. We document that the passage of the governance regulations in SOX was followed by a significant decline in pay‐performance... View Details

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September 2015
Case

Hexion/Apollo's Courtship of Huntsman Corporation (A)

By: Lena G. Goldberg and Danielle V. Holland

In July 2007, after several failed attempts to acquire Huntsman Corporation, Hexion/Apollo prevailed in a bidding war for the company and signed a definitive merger agreement. Apollo had down bid Huntsman during previous attempts to acquire the company, and Huntsman... View Details

Keywords: Fiduciary Outs; Topping Rights; Revlon Duties; Solvency Opinions; Reverse Termination Fees; Litigation Strategy; Law

January 2019 (Revised February 2019)
Supplement

The a2 Milk Company

By: Benjamin C. Esty, Daniel Fisher and Greg Saldutte

The a2 Milk Company (a2MC) became the most valuable company listed on the New Zealand stock exchange in 2018 by capitalizing on a biochemical discovery related to the protein composition of cow's milk. Because many people find the A1 protein difficult to digest, and... View Details

2011
Working Paper

The Architecture of Transaction Networks: A Comparative Analysis of Hierarchy in Two Sectors

By: Jianxi Luo, Carliss Y. Baldwin, Daniel E. Whitney and Christopher L. Magee

Many products are manufactured in networks of firms linked by transactions, but comparatively little is known about how or why such transaction networks differ. This paper investigates the transaction networks of two large sectors in Japan at a single point in time. In... View Details

Keywords: Customer Value and Value Chain; Market Transactions; Networks; Competitive Strategy; Vertical Integration; Auto Industry; Electronics Industry; Japan

January 2016 (Revised November 2018)
Case

Match Next: Next Generation Middle School?

By: John J-H Kim and Daniel Goldberg

This case is set in 2015 as a team at Match Education, a high performing charter middle school in Boston, explores new staffing and technology approaches in their quest to obtain what they term "jaw dropping" results. The team hopes to test and model for other schools... View Details

Keywords: General Management; K-12; Charter Schools; Public Schools; Edtech; Education; Information Technology; Management; Public Sector; Entrepreneurship; Education Industry; Boston

November 2023
Case

Open Source Machine Learning at Google

By: Shane Greenstein, Martin Wattenberg, Fernanda B. Viégas, Daniel Yue and James Barnett

Set in early 2023, the case exposes students to the challenges of managing open source software at Google. The case focuses on the challenges for Alex Spinelli, Vice President of Product Management for Core Machine Learning. He must set priorities for Google’s efforts... View Details

Keywords: Decision Choices and Conditions; Technological Innovation; Open Source Distribution; Strategy; AI and Machine Learning; Applications and Software; Technology Industry; United States

Web

Entrepreneurs Promise Signers - Alumni

Jennifer Fleiss (MBA 2009), Rent the Runway Cesar Carvalho (HBS 2013), Wellhub Mike Cassidy (MBA 1991)* Humphrey Chen (MBA 1996), CLIPr Co. Jessica Chen Riolfi (MBA 2013), Uprise Michelle Cheng (MBA 2023) Neil Chheda (MBA 2012), Romulus Capital View Details

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