Publications

February 2000 (Revised December 2001)
Case

Kmart Inc. and Builders Square

In 1997, Kmart received an offer from retail buyout specialists Leonard Green & Partners for the purchase of its ailing 162-store home improvement chain, Builders Square. Green's offer included a $10 million cash payment, a warrant to purchase a 28% stake in the new... View Details

Keywords: Business Subsidiaries; Valuation; Leveraged Buyouts; Construction Industry; Construction Industry; United States

2020
Book

Healthy Buildings: How Indoor Spaces Drive Performance and Productivity

By: Joseph Allen and John D. Macomber

By the time you reach 80, you will have spent 72 years of your life indoors. Like it or not, humans have become an indoor species. This means that the people who design, build, and maintain our buildings can have a major impact on our health.
Ever feel tired... View Details

Keywords: Architecture; Real Estate Development; Air Pollution; Air Quality; Public Health; Productivity Gains; Buildings and Facilities; Health; Pollutants; Performance Productivity; Construction Industry

09 Jul 2020
Research & Ideas

It’s Time to Reset Decision-Making in Your Organization

meeting formats in favor of “collaborative problem-solving sessions.” These are action-oriented, beginning with a list of issues that need to be resolved, focused on constructive conflict, and ending with a... View Details

Keywords: by Boris Groysberg and Sarah Abbott

16 Mar 2023
Blog Post

HySynergy and Crossbridge Energy

production targets in the nascent hydrogen market. Our visit to Crossbridge Energy provided clarity on the usage as well as the financial and sustainability aspects of these production targets. HySynergy’s clever use of long-term supplier... View Details

October 1994
Case

Daewoo Shipbuilding and Heavy Machinery

Daewoo Shipbuilding and Heavy Machinery rescued its plant from the labor riots of 1987 to make it the fastest improving shipyard in the world by 1994. With its competition in Korea making huge investments in additional capacity in anticipation of the end of the... View Details

Keywords: Management; Machinery and Machining; Performance Improvement; Manufacturing Industry; South Korea

September 2010
Article

Do Inventory and Gross Margin Data Improve Sales Forecasts for U.S. Public Retailers?

By: Saravanan Kesavan, Vishal Gaur and Ananth Raman

Firm-level sales forecasts for retailers can be improved if we incorporate cost of goods sold, inventory, and gross margin (defined here as the ratio of sales to cost of goods sold) as three endogenous variables. We construct a simultaneous equations model, estimated... View Details

Keywords: Sales; Forecasting and Prediction; Distribution; Goods and Commodities; Cost; Public Sector; Profit; Mathematical Methods; Analytics and Data Science; Retail Industry; United States

08 Dec 2021
Blog Post

The Drive to Succeed: Silvio Memme (MBA 2020) of OMERS Ventures and His Career Switch into Venture Capital

As a child, Silvio Memme (MBA 2020) had a big dream – to one day design engines for Ferrari. While naysayers told him to be realistic, Memme took that advice to mean he would need to pour himself into this goal for it to become a reality.... View Details

Keywords: Venture Capital

December 2023
Article

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

By: Gunther Glenk, Philip Holler and Stefan Reichelstein

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 three currently prevalent... View Details

29 Oct 2006
Research & Ideas

The History and Influence of Andy Grove

youth. Q: Grove was also a prolific writer on the art and science of business management, including the books Only the Paranoid Survive and High Output Management. How does he stack up as a thinker in this... View Details

Keywords: by Sean Silverthorne; Computer

2025
Working Paper

Too Much, Too Soon? Early Funding, Technological Unconventionality, and Innovation Capabilities

By: Harsh Ketkar and Maria Roche

The availability of financial resources significantly shapes firm innovation outcomes, especially for early-stage, innovation-focused technology firms. However, prior research has provided conflicting findings about this relationship: On the one hand, resource... View Details

Keywords: Startups; Technology Strategy; Novelty; Unconventionality; Resource Constraints; Early Stage Firms; Business Startups; Technological Innovation; Entrepreneurial Finance

SSRN

November 2021
Article

Ratings, Reviews, and the Marketing of New Products

By: Itay P. Fainmesser, Dominique Olié Lauga and Elie Ofek

We study how user-generated content (UGC) about new products impacts a firm's advertising and pricing decisions and the effect on profits and market dynamics. We construct a two-period model where consumers value quality and are heterogeneous in their taste for the new... View Details

Keywords: Online Reviews; Product Ratings; Social Networks; Word Of Mouth; Pricing; User-generated Content; Advertising; Product Marketing; Price; Consumer Behavior; Product Positioning; Social Media

23 Dec 2002
Research & Ideas

Partnering and the Balanced Scorecard

continued to encounter conflict and resistance, but he kept repeating the balanced mantra, "No money, no mission," emphasizing the need to achieve harmony among these seemingly incompatible objectives. During the next three... View Details

Keywords: by Robert S. Kaplan & David P. Norton

Teaching Interest

Cities, Structures, and Climate Shocks

By: John D. Macomber

This course is about building sustainable and resilient cities, future proofing real estate and infrastructure assets, and examining how businesses and investors find opportunities in climate adaptation.

The world faces substantial challenges in the face of... View Details

Keywords: Sustainability; Economic Development; Climate Finance; Migration; Climate Change; Adaptation; Urban Development; Construction Industry; Construction Industry; Construction Industry; Construction Industry; Construction Industry; Construction Industry

2025
Working Paper

Balancing Engagement and Polarization: Multi-Objective Alignment of News Content Using LLMs

By: Mengjie Cheng, Elie Ofek and Hema Yoganarasimhan

We study how media firms can use LLMs to generate news content that aligns with multiple objectives—making content more engaging while maintaining a preferred level of polarization/slant consistent with the firm’s editorial policy. Using news articles from The New York... View Details

Keywords: Large Language Models; Content Creation; Media; Polarization; Generative Ai; Direct Preference Optimization; AI and Machine Learning; News; Perspective; Digital Marketing; Policy; Media and Broadcasting Industry

SSRN

June 2021
Case

Akira Fukabori and Kevin Kajitani at avatarin (A) (Abridged)

By: Linda A. Hill and Emily Tedards

In 2016, Akira Fukabori and Kevin Kajitani, aeronautical engineers at All Nippon Airways Co., Ltd., began to wonder why, in a world of accelerating globalization and digital connectivity, those who lived in far-remote villages or impoverished urban areas could not... View Details

Keywords: Agility; Ecosystem; Innovation Ecosystems; Innovation; Crowdsourcing; XPRIZE; Open Innovation; Partnership; Government; Collaboration; Co-creation; Purpose; Impact; Social Impact; Movement; Organizational Behavior; Organizational Ambidexterity; Ambidexterity; Culture; Culture Change; Global Teams; Experimentation; Space; Space Industry; Airline Industry; Start-up; Platform Business; Platform Strategy; Platform; Digital; Robotics; Robots; Avatar; Telepresence; Innovation Lab; Mobility; COVID-19; Intrapreneurship; Public-private Partnership; Innovation and Invention; Technological Innovation; Partners and Partnerships; Collaborative Innovation and Invention; Alignment; Leadership; Leading Change; Diversity; Organizational Culture; Change Management; Strategy; Entrepreneurship; Digital Platforms; Transportation Industry; Aerospace Industry; Japan

February 2015 (Revised December 2016)
Case

Poseidon Carlsbad: Desalination and the San Diego County Water Authority

By: John Macomber

Extreme drought conditions in California have significant impacts on the ability of the San Diego County Water Authority to provide adequate water for current users. Water shortfalls also could curtail the economic development of one of the fastest growing regions in... View Details

Keywords: Risk Management; Partners and Partnerships; Resource Allocation; Public Sector; Private Sector; Environmental Sustainability; Policy; Infrastructure; Green Technology Industry; Utilities Industry; California

9 Apr 2007
Conference Presentation

Architecture, Innovation and Industry Structure

By: Carliss Y. Baldwin

Keywords: Innovation and Invention; Engineering; Industry Structures

Article

Beyond Individualized Recourse: Interpretable and Interactive Summaries of Actionable Recourses

By: Kaivalya Rawal and Himabindu Lakkaraju

As predictive models are increasingly being deployed in high-stakes decision-making, there has been a lot of interest in developing algorithms which can provide recourses to affected individuals. While developing such tools is important, it is even more critical to... View Details

Keywords: Predictive Models; Decision Making; Framework; Mathematical Methods