Publications

28 Apr 2015
News

Data Science Contest “Keeping it Fresh”: Predict Restaurant Health Scores

September 2014 (Revised March 2022)
Case

Samuel Colt: An American Gun Maker

By: Tom Nicholas and Casey Verkamp

Samuel Colt not only perfected and patented the technology for a gun that could fire multiple times without reloading, but he also developed and applied early principles of mass production more completely than anyone had done before. Until the nineteenth century,... View Details

Keywords: Technological Innovation; Product Positioning; Machinery and Machining; Production; Independent Innovation and Invention; Manufacturing Industry; United States

2023
Article

Provable Detection of Propagating Sampling Bias in Prediction Models

By: Pavan Ravishankar, Qingyu Mo, Edward McFowland III and Daniel B. Neill

With an increased focus on incorporating fairness in machine learning models, it becomes imperative not only to assess and mitigate bias at each stage of the machine learning pipeline but also to understand the downstream impacts of bias across stages. Here we consider... View Details

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April 2023
Case

Fizzy Fusion: When Data-Driven Decision Making Failed

By: Michael Parzen, Eddie Lin, Douglas Ng and Jessie Li

This is a case about a fictional New York beverage company called Fizzy Fusion. The business is facing supply chain and inventory management challenges with its new product, SparklingSip. Despite seeking help from a data science consulting firm, the machine learning... View Details

Keywords: Supply Chain Management; Production; Risk and Uncertainty; Analytics and Data Science; Food and Beverage Industry

01 Dec 2021
News

Do You Know How Your Teams Get Work Done?

19 Aug 2022
Blog Post

Climate Stories Episode #8: The Role of Solar and Wind Farming (and Other Tools) in the United States’ Clean Energy Future

energy projects, Diana is equally stimulated and frustrated by the challenges of slowing climate change, before it’s too late.* “The U.S. electric grid is the largest machine on the planet. Our grid is... View Details

17 Apr 2025
HBS Seminar

Maria De-Arteaga, McCombs School of Business, UT Austin

Tsedal Neeley

Tsedal Neeley is the Naylor Fitzhugh Professor of Business Administration, Senior Associate Dean of Faculty Development and Research, and Faculty Chair of the Christensen Center for Teaching... View Details

April 2023 (Revised February 2024)
Case

AI Wars

By: Andy Wu, Matt Higgins, Miaomiao Zhang and Hang Jiang

In February 2024, the world was looking to Google to see what the search giant and long-time putative technical leader in artificial intelligence (AI) would do to compete in the massively hyped technology of generative AI. Over a year ago, OpenAI released ChatGPT, a... View Details

Keywords: AI; Artificial Intelligence; AI and Machine Learning; Technology Adoption; Competitive Strategy; Technological Innovation

11 Dec 2019
News

Are you ready for a robot boss? Many workers say that yes, they are

February 2023 (Revised February 2023)
Case

Graphic Packaging: Project Cowboy (A)

By: Benjamin C. Esty and E. Scott Mayfield

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

Keywords: Capital Budgeting; Growth Management; Demand and Consumers; Duopoly and Oligopoly; Competitive Strategy; Competitive Advantage; Expansion; Value Creation; Supply and Industry; Pulp and Paper Industry; Pulp and Paper Industry; United States; North America

July 2012 (Revised June 2018)
Case

MC Tool

By: Richard S. Ruback and Royce Yudkoff

Two partners acquired MC Tool in October 2007 for $5 million. The company was a machine shop that manufactured parts for a wide variety of applications in the energy, automotive, and industrial equipment industries. In their first year of ownership, the partners... View Details

Keywords: Capital Budgeting; Risk Management; Risk and Uncertainty; Problems and Challenges; Transformation; Production; Business Strategy; Manufacturing Industry; United States

February 2023
Supplement

Graphic Packaging: Project Cowboy (A) Courseware

By: Benjamin C. Esty and Scott Mayfield

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

Keywords: Capital Budgeting; Growth Management; Demand and Consumers; Duopoly and Oligopoly; Competitive Strategy; Competitive Advantage; Expansion; Value Creation; Supply and Industry; Pulp and Paper Industry; Pulp and Paper Industry; United States; North America

August 2017 (Revised July 2019)
Case

GROW: Using Artificial Intelligence to Screen Human Intelligence

By: Ethan Bernstein, Paul McKinnon and Paul Yarabe

Over 10% of all 2017 university graduates in Japan used GROW, an artificial intelligence platform and mobile app developed by Tokyo-based people analytics startup IGS, to recruit for a job. This case puts participants in the shoes of IGS founder and CEO Masahiro... View Details

Keywords: Big Data; Artificial Intelligence; Talent and Talent Management; Recruitment; Selection and Staffing; Human Resources; Information Technology; AI and Machine Learning; Analytics and Data Science; Financial Services Industry; Air Transportation Industry; Advertising Industry; Manufacturing Industry; Technology Industry; Japan

June 2018
Case

Burton Sensors, Inc.

By: William E. Fruhan and Wei Wang

Burton Sensors presents a realistic situation where a small, rapidly growing, and profitable temperature sensor original equipment manufacturer (OEM) reaches its debt capacity and seeks equity financing to sustain high growth. The president of the company must decide... View Details

Keywords: Financing and Loans; Acquisition; Investment; Financial Strategy; Decision Choices and Conditions

October 2021 (Revised December 2021)
Case

Customer-Centric Design with Artificial Intelligence: Commonwealth Bank

By: Karim R. Lakhani, Yael Grushka-Cockayne, Jin Hyun Paik and Steven Randazzo

As Commonwealth Bank (CommBank) CEO Matt Comyn delivered the full financial year results in August 2021 over videoconference, it took less than two minutes for him to make his first mention of the organization's Customer Engagement Engine (CEE), the AI-driven customer... View Details

Keywords: Artificial Intelligence; Customer-centricity; Banks and Banking; Customer Focus and Relationships; Technological Innovation; Transformation; Organizational Change and Adaptation; Performance; AI and Machine Learning; Financial Services Industry; Australia

March 1992 (Revised October 1994)
Case

AT&T Consumer Products

By: Joseph L. Badaracco Jr.

Describes the factors AT&T Consumer Products managers considered in deciding whether to locate a new plant for telephone answering machines in the United States, Asia, or Mexico. Describes in depth the restructuring of AT&T during the 1980s, the competition facing its... View Details

Keywords: Restructuring; Competitive Strategy; Trade; Management; Operations; Crime and Corruption; Executive Compensation; Selection and Staffing; Demand and Consumers; Asia; Mexico