Publications

October 2020 (Revised November 2020)
Case

Digging for Gold: Paulson & Co.'s Activism in the Gold Sector

By: Suraj Srinivasan and Jonah S. Goldberg

The case describes the efforts of hedge fund Paulson & Co to influence corporate governance and improve performance in the gold industry. In an innovative move, the hedge fund led the creation of the Shareholder Gold Council, a consortium of large investors in gold... View Details

Keywords: Board Of Directors; Hedge Funds; Shareholder Activism; Gold; Corporate Governance; Governing and Advisory Boards; Investment Funds; Investment Activism; Performance Improvement; Corporate Accountability; Mining Industry; Canada; United States

February 2020 (Revised August 2021)
Case

Australia: Commodities, Competitiveness, Climate and China

By: Richard H.K. Vietor and Laura Alfaro

For the past few decades, Australia has dealt with the benefits and costs of repeated mining booms—inflation, a housing bubble, a current account deficit, and growing dependence on China. Between 1996 and 2007, however, Australia had most of these issues under control... View Details

Keywords: Commodities; Competitiveness; Carbon Tax; Environment; Capital Flows; Current Account; Mining; Economy; Problems and Challenges; Climate Change; Taxation; Competition; Financial Condition; Government and Politics; Inflation and Deflation; Environmental Sustainability; Australia

February 2020
Case

Rotoplas: Bringing More and Better Water

By: John D. Macomber and Carla Larangeira

Private companies were being turned to for potable water in the world’s megacities due to impacts of climate change including droughts and flooding. Mexico City had endured several water-related crises, with its population suffering from floods, droughts, water... View Details

Keywords: Water Supply; Water Management; Finance; Infrastructure; Urban Development; Business and Government Relations; Latin America; Mexico

Article

Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error

By: Celia Cintas, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan and Edward McFowland III

Reliably detecting attacks in a given set of inputs is of high practical relevance because of the vulnerability of neural networks to adversarial examples. These altered inputs create a security risk in applications with real-world consequences, such as self-driving... View Details

Keywords: Autoencoder Networks; Pattern Detection; Subset Scanning; Computer Vision; Statistical Methods And Machine Learning; Machine Learning; Deep Learning; Data Mining; Big Data; Large-scale Systems; Mathematical Methods; Analytics and Data Science

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November 2019
Case

Chile: Unrest in the Copper Nation

By: Laura Alfaro and Sarah Jeong

For decades, Chile was heralded as South America’s pillar of stable economic growth. Chile was the world’s largest producer of copper and enjoyed a long period of over 30 years of world demand for its resources. In 2013, the commodity boom ended and was replaced by a... View Details

Keywords: Copper Production; Protests; Economic Slowdown and Stagnation; Metals and Minerals; Production; Price; Mining Industry; Chile

November 2019 (Revised May 2021)
Case

DeepGreen - the Metals Company and Polymetallic Nodules

By: Richard H.K. Vietor

The world has begun a “green transition”—a move to reduce carbon emissions. Part of this will entail a growing shift to electric vehicles. Huge amounts of metals—cobalt, nickel, and copper—will be needed to supply electric vehicles. Mining these on land, however, is... View Details

Keywords: Polymetallic Nodules; Seabed Mining; Entrepreneurial Finance; Metals and Minerals; Mining; Entrepreneurship; Finance; Problems and Challenges

Article

From Words to Pixels: Text and Image Mining Methods for Service Research

By: Francisco Villarroel Ordenes and Shunyuan Zhang

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January 2019
Supplement

The De Beers Group: Launching GemFair for Artisanal Diamonds

By: Benjamin C. Esty and Daniel Fisher

In April 2018, the De Beers Group launched a pilot project called GemFair to create a new supply of ethically and environmentally sourced diamonds from artisanal and small-scale mines (ASM) in Sierra Leone. Whether this project would yield a meaningful supply of rough... View Details

Keywords: Diamonds; New Business; Strategy Development; Strategy Execution; Scope; ESG; Supply; Corporate Strategy; Business Strategy; Value Creation; Corporate Social Responsibility and Impact; Mining Industry; Mining Industry; Sierra Leone; United Kingdom

October 2018 (Revised October 2019)
Case

Rio Tinto vs. the Securities and Exchange Commission

By: Aiyesha Dey, Krishna G. Palepu and Sarah Gulick

August 2018 (Revised August 2018)
Case

The De Beers Group: Launching Lightbox Jewelry for Lab-Grown Diamonds

By: Benjamin C. Esty

In May 2018, the De Beers Group shocked the diamond industry when it announced it was launching a new fashion jewelry brand of laboratory-grown (synthetic) diamonds. The reaction was swift as people sought to understand the company’s motivations: was it a “huge gamble”... View Details

February 2018
Case

Rosslyn Resource: Monetization and Sales Strategy

By: Robert J. Dolan and Sunru Yong

Rosslyn Resource identifies exploration targets (potential mineral deposits) in the mining industry and advances them until the project can be monetized, usually through sale to a larger mining company, in return for an upfront fee and a royalty on future revenues.... View Details

Keywords: Strategy; Decision Choices and Conditions; Business Model; Organizational Change and Adaptation; Mining Industry

February 2018 (Revised March 2018)
Case

ArcelorMittal and the Ebola Outbreak in Liberia

By: Sophus A. Reinert, Sarah Nam, Sisi Pan and Eric Werker

During the summer of 2014, Alan Knight, general manager of corporate responsibility at the integrated steel and mining company ArcelorMittal, observed the unfolding of an Ebola epidemic in Liberia and other countries in West Africa with great concern. On the one hand... View Details

December 2017 (Revised December 2018)
Case

OCP Group

By: Kristin Fabbe, Forest Reinhardt, Natalie Kindred and Alpana Thapar

This case explores the strategy of OCP Group, the 95% state-owned Moroccan firm charged with managing the North African country’s vast reserves of phosphate. Phosphate was one of the most vital macronutrients for plant health, along with nitrogen and potassium, and... View Details

Keywords: OCP; OCP Group; Casablanca; Chemicals; Operations; Transformation; Competitive Strategy; Competitive Advantage; Chemical Industry; Morocco

November 2017
Teaching Note

Predicting Consumer Tastes with Big Data at Gap

By: Ayelet Israeli and Jill Avery

CEO Art Peck was eliminating his creative directors for The Gap, Old Navy, and Banana Republic brands and promoting a collective creative ecosystem fueled by the input of big data. Rather than relying on artistic vision, Peck wanted the company to use the mining of big... View Details

November 2017 (Revised August 2018)
Case

Fair Value Accounting at Noble Group (A)

By: Siko Sikochi, Suraj Srinivasan and Quinn Pitcher

Noble Group was a large commodities trader based in Hong Kong and listed on the Singapore Stock Exchange. In 2012, Noble shifted its business strategy towards an asset-light model. Under this model, Noble did not own mines or farms to produce commodities but built... View Details

Keywords: Fair Value Accounting; Policy; Goods and Commodities; Contracts; Valuation

October 2017 (Revised January 2018)
Case

Bitfury: Blockchain for Government

By: Mitchell Weiss and Elena Corsi

In the Republic of Georgia, legend had it their land was a precious gift from God he had intended to keep for his mother. But over time, the land had been under intermittent threat from without and within. In 2017, the Bitfury Group, which Valery Vavilov had... View Details

June 2017 (Revised August 2018)
Case

Goodbye IMF Conditions, Hello Chinese Capital: Zambia's Copper Industry and Africa's Break with Its Colonial Past

By: Rafael Di Tella, Vincent Pons, Sarah Mehta and David Lane

Over the past several decades, rapid growth in Chinese investment and trade has created for Africa a new development partner. China represents an alternative to U.S. and European nations whose past imperialism, resource avarice, and economic dictates—through the... View Details

Keywords: Copper; Imperialism; IMF; World Bank; ODA; Debt Relief; Growth and Development; Business and Stakeholder Relations; Labor and Management Relations; History; Development Economics; China; Zambia; Africa

June 2017
Teaching Note

The De Beers Group: Exploring the Diamond Reselling Opportunity

By: Benjamin C. Esty, Daniel P. Gross and Lauren G. Pickle

In September 2014, Tom Montgomery (SVP of strategic initiatives at the De Beers Group) and his team launched a pilot program in the United States to explore $1 billion diamond market for pre-owned (recycled) diamonds. According to Montgomery, the motivation for the... View Details

May 2017 (Revised March 2018)
Case

Predicting Consumer Tastes with Big Data at Gap

By: Ayelet Israeli and Jill Avery

CEO Art Peck was eliminating his creative directors for The Gap, Old Navy, and Banana Republic brands and promoting a collective creative ecosystem fueled by the input of big data. Rather than relying on artistic vision, Peck wanted the company to use the mining of big... View Details