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      • January 2020
      • Background Note

      Climate Change in 2020: Implications for Business

      By: Rebecca M. Henderson, Sophus A. Reinert and Mariana Oseguera
      This note provides general information about climate change and its implications for business. Included is an overview of climate change science and a number of its impacts, including rising sea levels, changing weather patterns and extreme weather, pressure on water... View Details
      Keywords: Climate Change; Environmental Accounting; Agribusiness; Economic Growth; Energy Conservation; Energy Generation; Renewable Energy; Energy Sources; Non-Renewable Energy; Globalized Markets and Industries; National Security; Government Legislation; Operations; Corporate Social Responsibility and Impact; Problems and Challenges; Risk and Uncertainty; Natural Disasters; Natural Environment; Environmental Sustainability; Pollutants; Science-Based Business; Weather; Society; Technology
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      Henderson, Rebecca M., Sophus A. Reinert, and Mariana Oseguera. "Climate Change in 2020: Implications for Business." Harvard Business School Background Note 320-087, January 2020. (Click here for a complimentary copy on the Business & Environment Initiative’s site.)
      • 2020
      • Book

      Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World

      By: Marco Iansiti and Karim R. Lakhani
      In industry after industry, data, analytics, and AI-driven processes are transforming the nature of work. While we often still treat AI as the domain of a specific skill, business function, or sector, we have entered a new era in which AI is challenging the very... View Details
      Keywords: Artificial Intelligence; Technological Innovation; Change; Competition; Strategy; Leadership; Business Processes; Organizational Change and Adaptation; AI and Machine Learning
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      Iansiti, Marco, and Karim R. Lakhani. Competing in the Age of AI: Strategy and Leadership When Algorithms and Networks Run the World. Boston: Harvard Business Review Press, 2020.
      • January 2020
      • Case

      Sunset Limited or Full Speed Ahead? Amtrak Talks to Congress

      By: John D. Macomber
      Richard Anderson took the helm of Amtrak in 2017 after leading a successful turnaround at Delta Airlines. Amtrak is a US state owned enterprise with about $3.5 bn in annual revenue (and a large operating loss) that is responsible for substantial segments of passenger... View Details
      Keywords: Railroad; Passenger Transportation; Urbanization; Cities; U.S. Congress; Infrastructure; Transition; Transportation; Rail Transportation; Climate Change; Urban Scope; Strategic Planning; Business and Government Relations; Rail Industry; United States
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      Macomber, John D. "Sunset Limited or Full Speed Ahead? Amtrak Talks to Congress." Harvard Business School Case 220-052, January 2020.
      • 2020
      • Book

      Teaching by Heart: One Professor's Journey to Inspire

      By: Thomas J. DeLong
      The best teachers are leaders, and the best leaders are teachers. Teaching by Heart summarizes the author's key insights gained from more than 40 years of teaching and managing. It illustrates how teachers can both lift people up and let them down. It proposes... View Details
      Keywords: Teaching; Leadership; Attitudes; Management; Business Education
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      DeLong, Thomas J. Teaching by Heart: One Professor's Journey to Inspire. Boston: Harvard Business Review Press, 2020.
      • December 2019 (Revised January 2021)
      • Supplement

      The Leveraged Buyout of TXU: (B) Energy Future Holdings

      By: Trevor Fetter, Erik Snowberg and Rebecca M. Henderson
      This case is designed to support a lively discussion about the relative merits of shareholder vs. stakeholder perspectives in the context of a company that provides a vital public service that has important environmental implications. The 2007 purchase of TXU, the... View Details
      Keywords: Leveraged Buyouts; Transformation; Insolvency and Bankruptcy; Environmental Sustainability; Business and Shareholder Relations; Business and Stakeholder Relations; Energy Generation; Utilities Industry; Energy Industry; Texas
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      Fetter, Trevor, Erik Snowberg, and Rebecca M. Henderson. "The Leveraged Buyout of TXU: (B) Energy Future Holdings." Harvard Business School Supplement 320-065, December 2019. (Revised January 2021.)
      • December 2019 (Revised December 2022)
      • Case

      TXU (A): Powering the Largest Leveraged Buyout in History

      By: Trevor Fetter, Erik Snowberg and Rebecca M. Henderson
      This case is designed to support a lively discussion about the relative merits of shareholder vs. stakeholder perspectives in the context of a company that provides a vital public service that has important environmental implications. The 2007 purchase of TXU, the... View Details
      Keywords: Leveraged Buyouts; Transformation; Insolvency and Bankruptcy; Environmental Sustainability; Business and Shareholder Relations; Business and Stakeholder Relations; Energy Generation; Non-Renewable Energy; Governing Rules, Regulations, and Reforms; Utilities Industry; Energy Industry; Texas
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      Fetter, Trevor, Erik Snowberg, and Rebecca M. Henderson. "TXU (A): Powering the Largest Leveraged Buyout in History." Harvard Business School Case 320-064, December 2019. (Revised December 2022.)
      • November 2019
      • Supplement

      Hapag-Lloyd AG: Complying with IMO 2020

      By: Benjamin C. Esty, Mette Fuglsang Hjortshoej and Emer Moloney
      A new environmental regulation known as IMO 2020 was creating what one industry analyst called “the biggest shakeup for the oil and shipping industries in decades.” According to the new regulation, all ocean-going ships would have to limit their sulfur emissions by... View Details
      Keywords: Valuation; Ship Transportation; Strategic Planning; Game Theory; Pollutants; Supply Chain; Corporate Accountability; Capital Budgeting; Environmental Sustainability; Shipping Industry; Transportation Industry; Germany
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      Esty, Benjamin C., Mette Fuglsang Hjortshoej, and Emer Moloney. "Hapag-Lloyd AG: Complying with IMO 2020." Harvard Business School Spreadsheet Supplement 220-713, November 2019.
      • November 2019
      • Case

      Hapag-Lloyd AG: Complying with IMO 2020

      By: Benjamin C. Esty, Mette Fuglsang Hjortshoej and Emer Moloney
      A new environmental regulation known as IMO 2020 was creating what one industry analyst called “the biggest shakeup for the oil and shipping industries in decades.” According to the new regulation, all ocean-going ships would have to limit their sulfur emissions by... View Details
      Keywords: Valuation; Ship Transportation; Strategic Planning; Game Theory; Pollutants; Supply Chain; Corporate Accountability; Capital Budgeting; Environmental Sustainability; Governing Rules, Regulations, and Reforms; Governance Compliance; Shipping Industry; Transportation Industry; Germany
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      Esty, Benjamin C., Mette Fuglsang Hjortshoej, and Emer Moloney. "Hapag-Lloyd AG: Complying with IMO 2020." Harvard Business School Case 220-003, November 2019.
      • November 2019 (Revised June 2020)
      • Case

      Indigo Agriculture: Harnessing Nature

      By: Marco Iansiti, Michael W. Toffel and James Barnett
      Indigo Agriculture used a digital-enabled research and development (R&D) process to launch its initial product, microbial coatings for agricultural seeds, which increase crop yields while reducing the need for fertilizers. In doing so, the company developed direct... View Details
      Keywords: Carbon Sequestration; Operations; Supply Chain; Social Enterprise; Product Development; Distribution Channels; Business Strategy; Digital Platforms; Environmental Sustainability; Science-Based Business; Climate Change; Agriculture and Agribusiness Industry; Green Technology Industry; United States; Massachusetts
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      Iansiti, Marco, Michael W. Toffel, and James Barnett. "Indigo Agriculture: Harnessing Nature." Harvard Business School Case 620-024, November 2019. (Revised June 2020.)
      • 2019
      • Working Paper

      The Future of Executive Development: The CLO's Compass and The Executive Programs Designer's Guide

      By: Mihnea Moldoveanu and Das Narayandas
      Executive education worldwide has entered a period of disruption catalyzed by the digitalization of content, connectivity, and communication—while the demand for managerial skills is growing. The forces of disintermediation, disaggregation, and decoupling are creating... View Details
      Keywords: Digitalization; Executive Education; Disruption; Leadership Development; Management Skills; Curriculum and Courses; Internet and the Web; Design
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      Moldoveanu, Mihnea, and Das Narayandas. "The Future of Executive Development: The CLO's Compass and The Executive Programs Designer's Guide." Harvard Business School Working Paper, No. 20-060, November 2019.
      • 2020
      • Working Paper

      Engineering Serendipity: When Does Knowledge Sharing Lead to Knowledge Production?

      By: Jacqueline N. Lane, Ina Ganguli, Patrick Gaule, Eva C. Guinan and Karim R. Lakhani
      We investigate how knowledge similarity between two individuals is systematically related to the likelihood that a serendipitous encounter results in knowledge production. We conduct a natural field experiment at a medical research symposium, where we exogenously... View Details
      Keywords: Cognitive Similarity; Knowledge Creation; Knowledge Sharing; Knowledge Dissemination; Relationships
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      Lane, Jacqueline N., Ina Ganguli, Patrick Gaule, Eva C. Guinan, and Karim R. Lakhani. "Engineering Serendipity: When Does Knowledge Sharing Lead to Knowledge Production?" Harvard Business School Working Paper, No. 20-058, November 2019. (Revised July 2020.)
      • Article

      How to Use Heuristics for Differential Privacy

      By: Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu
      We develop theory for using heuristics to solve computationally hard problems in differential privacy. Heuristic approaches have enjoyed tremendous success in machine learning, for which performance can be empirically evaluated. However, privacy guarantees cannot be... View Details
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      Neel, Seth, Aaron Leon Roth, and Zhiwei Steven Wu. "How to Use Heuristics for Differential Privacy." Proceedings of the IEEE Annual Symposium on Foundations of Computer Science (FOCS) 60th (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.)
      • October 2019 (Revised June 2020)
      • Case

      Pantheon Ventures in 2019

      By: Victoria Ivashina and Tonia Labruyere
      The case discusses the strategy of Pantheon, a UK-based fund of funds investing in private equity. Client demands and preferences had changed in the aftermath of the 2008 global financial crisis and Pantheon had to adapt its business model to accommodate requests for... View Details
      Keywords: Financial Management; Private Equity; Corporate Strategy; Financial Services Industry; United Kingdom
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      Ivashina, Victoria, and Tonia Labruyere. "Pantheon Ventures in 2019." Harvard Business School Case 220-001, October 2019. (Revised June 2020.)
      • 2021
      • Working Paper

      Shareholder Activism and Firms' Voluntary Disclosure of Climate Change Risks

      By: Caroline Flammer, Michael W. Toffel and Kala Viswanathan
      This paper examines whether—in the absence of mandated disclosure requirements—shareholder activism can elicit greater disclosure of firms’ exposure to climate change risks. We find that environmental shareholder activism increases the voluntary disclosure of climate... View Details
      Keywords: Shareholder Activism; Climate Risk; Corporate Accountability; Climate Change; Corporate Disclosure; Corporate Governance; Corporate Social Responsibility and Impact; Business and Shareholder Relations; Risk and Uncertainty; Natural Environment; Environmental Sustainability; Financial Services Industry; United States
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      Flammer, Caroline, Michael W. Toffel, and Kala Viswanathan. "Shareholder Activism and Firms' Voluntary Disclosure of Climate Change Risks." Harvard Business School Working Paper, No. 20-049, October 2019. (Revised March 2021.)
      • September 2019 (Revised August 2020)
      • Case

      Engineering an Inclusive Bioeconomy

      By: Tarun Khanna, Raffaella Sadun and Susie L. Ma
      In 2019, entrepreneur Juan Carlos Castilla-Rubio was developing a project he hoped could generate and share wealth from the natural resources of the Amazon without destroying those resources. His idea, called Earth Bank of Codes (EBC), would create a library of the... View Details
      Keywords: Decision Making; Development Economics; Entrepreneurship; Innovation and Invention; Intellectual Property; Emerging Markets; Market Design; Marketplace Matching; Science; Genetics; Natural Environment; Environmental Sustainability; Climate Change; Social Enterprise; Strategy; Strategic Planning; Information Technology; Ownership; Social Psychology; Trust; Society; Biotechnology Industry; South America; Amazon Basin
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      Khanna, Tarun, Raffaella Sadun, and Susie L. Ma. "Engineering an Inclusive Bioeconomy." Harvard Business School Case 720-356, September 2019. (Revised August 2020.)
      • 2019
      • Working Paper

      Soul and Machine (Learning)

      By: Davide Proserpio, John R. Hauser, Xiao Liu, Tomomichi Amano, Alex Burnap, Tong Guo, Dokyun Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu and Hema Yoganarasimhan
      Machine learning is bringing us self-driving cars, improved medical diagnostics, and machine translation, but can it improve marketing decisions? It can. Machine learning models predict extremely well, are scalable to “big data,” and are a natural fit to rich media... View Details
      Keywords: Machine Learning; Technological Innovation; Marketing; AI and Machine Learning
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      Proserpio, Davide, John R. Hauser, Xiao Liu, Tomomichi Amano, Alex Burnap, Tong Guo, Dokyun Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu, and Hema Yoganarasimhan. "Soul and Machine (Learning)." Harvard Business School Working Paper, No. 20-036, September 2019.
      • Summer 2019
      • Article

      Breaking Even: Political Economy and Private Enterprise in the Norwegian Glass Industry, 1739-1803

      By: Rolv Petter Amdam, Robert Fredona and Sophus A. Reinert
      Using internal debates and surviving account books, this article traces the 18th-century history of the Norwegian glass industry, created to exploit Norway's immense natural resource wealth, and of the chartered company that would later become Norway's iconic... View Details
      Keywords: Glass Industry; Natural Resources; Profitability; Political Economy; Cameralism; Liberalization; Patriotism; Profit; Natural Environment; Business History; Norway
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      Amdam, Rolv Petter, Robert Fredona, and Sophus A. Reinert. "Breaking Even: Political Economy and Private Enterprise in the Norwegian Glass Industry, 1739-1803." Business History Review 93, no. 2 (Summer 2019): 275–317.
      • 2019
      • White Paper

      Impact-Weighted Financial Accounts: The Missing Piece for an Impact Economy

      By: George Serafeim, T. Robert Zochowski and Jennifer Downing
      Reimagining capitalism is an imperative. We need to create a more inclusive and sustainable form of capitalism that works for every person and the planet. Massive environmental damage, growing income and wealth disparity, stress, and depression within developed... View Details
      Keywords: Impact-Weighted Accounts; IWAI; Background; Economic Systems; Economy; Corporate Social Responsibility and Impact; Measurement and Metrics; Financial Statements
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      Serafeim, George, T. Robert Zochowski, and Jennifer Downing. "Impact-Weighted Financial Accounts: The Missing Piece for an Impact Economy." White Paper, Harvard Business School, Boston, MA, September 2019.
      • September 2019
      • Article

      Optimizing Reserves in School Choice: A Dynamic Programming Approach

      By: Franklyn Wang, Ravi Jagadeesan and Scott Duke Kominers
      We introduce a new model of school choice with reserves in which a social planner is constrained by a limited supply of reserve seats and tries to find an optimal matching according to a social welfare function. We construct the optimal distribution of reserves via a... View Details
      Keywords: Matching; Reserves; Dynamic Programming; Marketplace Matching; Mathematical Methods
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      Wang, Franklyn, Ravi Jagadeesan, and Scott Duke Kominers. "Optimizing Reserves in School Choice: A Dynamic Programming Approach." Operations Research Letters 47, no. 5 (September 2019): 438–446.
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