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      • Faculty Publications  (189)

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      • 2021
      • Working Paper

      How to Fix ESG Reporting

      By: Robert S. Kaplan and Karthik Ramanna
      Investors, advocacy groups, academics, and the 200 CEOs of the US Business Roundtable have asked corporations to take on an added purpose beyond a narrow pursuit of shareholder value. In response, many companies now issue ESG (Environmental, Societal, and Governance)... View Details
      Keywords: ESG Reporting; Sustainability; Corporate Purpose; Greenhouse Gas; Activity-Based Costing; Environmental Sustainability; Environmental Management; Corporate Social Responsibility and Impact; Measurement and Metrics; Goals and Objectives; Agreements and Arrangements; Corporate Accountability
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      Kaplan, Robert S., and Karthik Ramanna. "How to Fix ESG Reporting." Harvard Business School Working Paper, No. 22-005, July 2021.
      • July 2021 (Revised October 2023)
      • Case

      K.C. Li: The Tungsten King

      By: Geoffrey Jones and Casey Verkamp
      This case examines the business career of Kuo-Ching Li, who was born in China in 1892, and built a successful minerals trading business called Wah Chang in the United States during the interwar years. He acquired a prominent role in tungsten, the strongest natural... View Details
      Keywords: Immigration Acts; Racial Bias; Globalization; Government and Politics; Business History; Entrepreneurship; Business and Government Relations; Mining Industry; China; United States; Latin America
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      Jones, Geoffrey, and Casey Verkamp. "K.C. Li: The Tungsten King." Harvard Business School Case 322-024, July 2021. (Revised October 2023.)
      • January 2021
      • Case

      Rio Tinto Aluminum: Can Purpose Lead to Profit?

      By: David Fubini and Agastya Muthanna
      This case describes the tradeoffs Rio Tinto faces as it considers investments to ensure environmentally friendly, sustainability produced aluminum with the potential risks of competitive pricing and profit loses. View Details
      Keywords: Environmental Sustainability; Investment; Price; Competition; Profit; Cost vs Benefits; Mining Industry
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      Fubini, David, and Agastya Muthanna. "Rio Tinto Aluminum: Can Purpose Lead to Profit?" Harvard Business School Case 421-055, January 2021.
      • 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
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      Srinivasan, Suraj, and Jonah S. Goldberg. "Digging for Gold: Paulson & Co.'s Activism in the Gold Sector." Harvard Business School Case 121-021, October 2020. (Revised November 2020.)
      • 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
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      Vietor, Richard H.K., and Laura Alfaro. "Australia: Commodities, Competitiveness, Climate and China." Harvard Business School Case 720-028, February 2020. (Revised August 2021.)
      • 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
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      Macomber, John D., and Carla Larangeira. "Rotoplas: Bringing More and Better Water." Harvard Business School Case 220-064, February 2020.
      • 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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      Cintas, Celia, Skyler Speakman, Victor Akinwande, William Ogallo, Komminist Weldemariam, Srihari Sridharan, and Edward McFowland III. "Detecting Adversarial Attacks via Subset Scanning of Autoencoder Activations and Reconstruction Error." Proceedings of the International Joint Conference on Artificial Intelligence 29th (2020).
      • 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
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      Alfaro, Laura, and Sarah Jeong. "Chile: Unrest in the Copper Nation." Harvard Business School Case 320-051, November 2019.
      • 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
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      Vietor, Richard H.K. "DeepGreen - the Metals Company and Polymetallic Nodules." Harvard Business School Case 720-016, November 2019. (Revised May 2021.)
      • Article

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

      By: Francisco Villarroel Ordenes and Shunyuan Zhang
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      Ordenes, Francisco Villarroel, and Shunyuan Zhang. "From Words to Pixels: Text and Image Mining Methods for Service Research." Journal of Service Management 30, no. 5 (2019): 593–620.
      • 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
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      Esty, Benjamin C., and Daniel Fisher. "The De Beers Group: Launching GemFair for Artisanal Diamonds." Harvard Business School Supplement 719-437, January 2019.
      • October 2018 (Revised October 2019)
      • Case

      Rio Tinto vs. the Securities and Exchange Commission

      By: Aiyesha Dey, Krishna G. Palepu and Sarah Gulick
      Keywords: Coal Mining; SEC Enforcement; FCPA; Mining; Fraud; Acquisition; Financial Reporting; Mergers and Acquisitions; Non-Renewable Energy; Ethics; Financial Management; Investment; Corporate Governance; Laws and Statutes; Lawsuits and Litigation; Risk Management; Risk and Uncertainty; Mining Industry; Mining Industry; Mining Industry; Mozambique; United States; Australia; England
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      Dey, Aiyesha, Krishna G. Palepu, and Sarah Gulick. "Rio Tinto vs. the Securities and Exchange Commission." Harvard Business School Case 119-046, October 2018. (Revised October 2019.)
      • 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
      Keywords: Diamonds; Differentiation; New Business; Strategy Development; Strategy Execution; Scope; Adjacency; Core; Commoditization; New Product Launch; Mining; Retail; Corporate Strategy; Business Strategy; Disruption; Value Creation; Product Launch; Segmentation; Expansion; Competitive Advantage; United States; United Kingdom
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      Esty, Benjamin C. "The De Beers Group: Launching Lightbox Jewelry for Lab-Grown Diamonds." Harvard Business School Case 719-408, August 2018. (Revised August 2018.)
      • 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
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      Dolan, Robert J., and Sunru Yong. "Rosslyn Resource: Monetization and Sales Strategy." Harvard Business School Brief Case 918-509, February 2018.
      • 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
      Keywords: Ebola; Epidemics; Ebola Private Sector Mobalization Group; EPSMG; Civil War; Sovereignty; Change Management; Judgments; Development Economics; Geopolitical Units; Globalized Firms and Management; Emerging Markets; Business and Community Relations; Business and Government Relations; Safety; War; Wealth and Poverty; Welfare; Crisis Management; Mining Industry; Liberia
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      Reinert, Sophus A., Sarah Nam, Sisi Pan, and Eric Werker. "ArcelorMittal and the Ebola Outbreak in Liberia." Harvard Business School Case 718-029, February 2018. (Revised March 2018.)
      • 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
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      Fabbe, Kristin, Forest Reinhardt, Natalie Kindred, and Alpana Thapar. "OCP Group." Harvard Business School Case 718-002, December 2017. (Revised December 2018.)
      • 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
      Keywords: Brands; Brand & Product Management; Big Data; "Marketing Analytics"; Consumer Behavior; Predictive Analytics; Forecasting; Preferences; Operation Management; Distribution Channels; Marketing; Marketing Channels; Marketing Strategy; Brands and Branding; Forecasting and Prediction; Data and Data Sets; Retail Industry; Fashion Industry; Apparel and Accessories Industry; United States; North America
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      Israeli, Ayelet, and Jill Avery. "Predicting Consumer Tastes with Big Data at Gap." Harvard Business School Teaching Note 518-053, November 2017.
      • 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
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      Sikochi, Siko, Suraj Srinivasan, and Quinn Pitcher. "Fair Value Accounting at Noble Group (A)." Harvard Business School Case 118-034, November 2017. (Revised August 2018.)
      • 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
      Keywords: Blockchain; Bitcoin; Cryptocurrency; Public Entrepreneurship; Public Innovation; Government Innovation; Property Rights; Property Registry; Technology Strategy; Distributed Networks; Entrepreneurship; Public Sector; Innovation and Invention; Technology Adoption; Business and Government Relations; Technology Industry; Real Estate Industry; Public Administration Industry; Georgia (nation, Asia); Tbilisi
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      Weiss, Mitchell, and Elena Corsi. "Bitfury: Blockchain for Government." Harvard Business School Case 818-031, October 2017. (Revised January 2018.)
      • 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
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      Di Tella, Rafael, Vincent Pons, Sarah Mehta, and David Lane. "Goodbye IMF Conditions, Hello Chinese Capital: Zambia's Copper Industry and Africa's Break with Its Colonial Past." Harvard Business School Case 717-034, June 2017. (Revised August 2018.)
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