Publications

Find at Harvard

January–February 2025
Article

The Double-Edged Sword of Exemplar Similarity

By: Majid Majzoubi, Eric Zhao, Tiona Zuzul and Greg Fisher

We investigate how a firm’s positioning relative to category exemplars shapes security analysts’ evaluations. Using a two-stage model of evaluation (initial screening and subsequent assessment), we propose that exemplar similarity enhances a firm’s recognizability and... View Details

Keywords: Natural Language Processing; Analytics and Data Science; Performance Evaluation

2021
Working Paper

Information Avoidance and Image Concerns

By: Christine L. Exley and Judd B. Kessler

A rich literature finds that individuals avoid information, even information that is instrumental to their choices. A common hypothesis posits that individuals strategically avoid information to hold particular beliefs or to take certain actions--such as behaving... View Details

Keywords: Image Motivation; Self-image; Information; Behavior; Identity; Personal Characteristics

November 2010 (Revised May 2014)
Case

Dow's Bid for Rohm and Haas

By: Benjamin C. Esty and David Lane

This case analyzes Dow Chemical Company's proposed acquisition of Rohm and Haas in 2008. The $18.8 billion acquisition was part of Dow's strategic transformation from a slow-growth, low-margin, and cyclical producer of basic chemicals into a higher-growth,... View Details

Keywords: Mergers and Acquisitions; Financial Crisis; Capital Structure; Financial Condition; Financial Management; Contracts; Lawsuits and Litigation; Risk and Uncertainty; Valuation; Chemical Industry

Educators

22 May 2008
Working Paper Summaries

Testing Strategy with Multiple Performance Measures Evidence from a Balanced Scorecard at Store24

Keywords: by Dennis Campbell, Srikant M. Datar, Susan L. Kulp & V.G. Narayanan; Food & Beverage

January 2022
Article

Artificial Intelligence, Data-Driven Learning, and the Decentralized Structure of Platform Ecosystems

By: David R. Clough and Andy Wu

Gregory, Henfridsson, Kaganer, and Kyriakou (2020) highlight the important role of data and AI as strategic resources that platforms may use to enhance user value. However, their article overlooks a significant conceptual distinction: the installed base of... View Details

Keywords: Artificial Intelligence; Data Strategy; Ecosystem; Value Capture; Digital Platforms; Analytics and Data Science; Strategy; Learning; Value Creation; AI and Machine Learning; Technology Industry; Information Technology Industry; Video Game Industry; Advertising Industry

January 2025
Case

AI Meets VC: The Data-Driven Revolution at Quantum Light Capital

By: Lauren Cohen, Grace Headinger and Sophia Pan

Ilya Kondrashov, CEO of Quantum Light Capital, was driven to harness AI for identifying high-potential scale-ups. Collaborating with Nik Storonsky, founder of Revolut, the duo observed that most venture capital (VC) decisions were heavily influenced by emotion, with... View Details

Educators

Agency theory, a new model of governance promulgated by academic economists in the 1970s, is behind the idea that corporate managers should make shareholder value their primary concern and that boards should ensure they do. The theory regards shareholders as... View Details

2018
Working Paper

How Scheduling Can Bias Quality Assessment: Evidence from Food Safety Inspections

By: Maria Ibanez and Michael W. Toffel

Many production processes are subject to inspection to ensure they meet quality, safety, and environmental standards imposed by companies and regulators. Inspection accuracy is critical to inspections being a useful input to assessing risks, allocating quality... View Details

Keywords: Assessment; Bias; Inspection; Scheduling; Econometric Analysis; Empirical Research; Regulation; Health; Food; Safety; Quality; Performance Consistency; Performance Evaluation; Food and Beverage Industry; Service Industry

SSRN

August 1995
Background Note

Managing in an Information Age: IT Challenges and Opportunities

By: Lynda M. Applegate

The co-evolution of technology, work, and the workforce over the past 30 years has dramatically influenced our concept of organizations and the industries within which they compete. No longer simply a tool to support "back-office" transactions, IT has become a... View Details

Keywords: Information Technology; Information Management; Restructuring; Technological Innovation; Corporate Strategy; Organizational Design; Organizational Change and Adaptation; Information Technology Industry

Find at Harvard

2007
Working Paper

Platform Envelopment

By: Thomas Eisenmann, Geoffrey Parker and Marshall Van Alstyne

Due to network effects and switching costs in platform markets, entrants generally must offer revolutionary functionality. We explore a second entry path that does not rely upon Schumpeterian innovation: platform envelopment. Through envelopment, a provider in one... View Details

Keywords: Digital Platforms; Market Entry and Exit; Network Effects

02 Aug 2011
First Look

First Look: August 2

the practice of business strategy for 30 years. The problem lies instead in what strategic leaders are not trained to do. In caricature, Porter's view casts strategists as practitioner economists who expertly View Details

Keywords: Sean Silverthorne

Research Summary

Railroads and the Making of Modern China

My current book project is entitled Railroads and the Making of the Modern China and explores China’s economic and socio-political transformation from the last decades of the empire to the present using railroad infrastructure as a focus. Based on a large... View Details

Generating Higher Value at IBM

This case analyzes IBM's financial performance and its capital allocation decisions over a 10-year period from 2004-2013, during which IBM returned more than $140B to shareholders through a combination of dividends and share repurchases. During this time, CEO Sam... View Details

2007
Working Paper

Exclusivity and Control

By: Andrei Hagiu and Robin S. Lee

We analyze platform competition for content in the presence of strategic interactions between content distributors and content providers. We provide a model of bargaining and price competition within these industries, and show that whether or not a piece of content... View Details

Keywords: Price; Revenue; Governance Controls; Digital Platforms; Competition

In July 2019, Graphic Packaging CEO Michael Doss was proposing a $600 million investment in a new machine to produce coated recycled board (CRB), a type of paper packaging used for consumer products (cups, cereal boxes, beverage boxes, etc.) that utilized recycled... View Details

10 Dec 2014
Working Paper Summaries

Multi-sided Platforms

Keywords: by Andrei Hagiu & Julian Wright; Technology

09 May 2011
Research & Ideas

Moving From Bean Counter to Game Changer

Buried in the middle layers of many organizations resides a strata of highly skilled experts, from HR managers to risk evaluators, whose collective wisdom and experience could prove invaluable in informing strategic decisions at the... View Details

Keywords: by Kim Girard; Banking

April 1998 (Revised May 2001)
Supplement

Acquisition of Consolidated Rail Corporation (B), The

By: Benjamin C. Esty, Lori A. Flees and Mathew M Millett

Eight days after CSX announced it was going to buy Consolidated Rail (Conrail) for $88.65 per share, Norfolk Southern made a hostile $100 per share bid for Conrail. Over the next several months, the potential acquirers upped their bids while exchanging criticism in the... View Details

Keywords: Law; Valuation; Rail Transportation; Bids and Bidding; Governance Controls; Mergers and Acquisitions; Business Strategy; Corporate Finance; Rail Industry; United States

June 2015 (Revised September 2017)
Supplement

Generating Higher Value at IBM

By: Benjamin C. Esty and Scott Mayfield

This case analyzes IBM's financial performance and its capital allocation decisions over a 10-year period from 2004-2013, during which IBM returned more than $140B to shareholders through a combination of dividends and share repurchases. During this time, CEO Sam... View Details

Keywords: Dividends; Share Repurchases; Earnings Guidance; Financial Statement Analysis; Financial Ratios; Payout Policy; Earnings Per Share (EPS); Earnings Management; Change Management; Leadership; Transformation; Financial Strategy