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    • All HBS Web  (3,435)
      • Faculty Publications  (567)

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      • Fall 2020
      • Article

      Climate in the Boardroom: Struggling to Reconcile Business as Usual & the End of the World as We Know It

      By: Rebecca Henderson
      How does one witness to businesspeople about climate change? Climate change is a problem for the collective and the long term, whereas business often requires a ruthless focus on the individual and the quarter. Climate change is an ethical catastrophe whose solution... View Details
      Keywords: Sustainable Business; Climate Change; Corporate Social Responsibility and Impact; Environmental Sustainability
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      Henderson, Rebecca. "Climate in the Boardroom: Struggling to Reconcile Business as Usual & the End of the World as We Know It." Special Issue on Witnessing Climate Change. Daedalus 149, no. 4 (Fall 2020): 118–124.
      • September–October 2020
      • Article

      Social-Impact Efforts That Create Real Value

      By: George Serafeim
      Until the mid-2010s few investors paid attention to environmental, social, and governance (ESG) data—information about companies’ carbon footprints, labor policies, board makeup, and so forth. Today the data is widely used by investors. How can organizations create... View Details
      Keywords: Sustainability; Sustainability Management; ESG; ESG (Environmental, Social, Governance) Performance; ESG Disclosure; ESG Disclosure Metrics; ESG Ratings; ESG Reporting; Social Impact; Impact Measurement; Social Innovation; Purpose; Corporate Purpose; Corporate Social Responsibility; Strategy; Social Enterprise; Society; Accounting; Investment; Environmental Sustainability; Climate Change; Corporate Strategy; Mission and Purpose; Corporate Social Responsibility and Impact; Financial Services Industry; Chemical Industry; Technology Industry; Consumer Products Industry; Pharmaceutical Industry; North America; Europe; Japan; Australia
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      Serafeim, George. "Social-Impact Efforts That Create Real Value." Harvard Business Review 98, no. 5 (September–October 2020): 38–48.
      • 2021
      • Working Paper

      Time and the Value of Data

      By: Ehsan Valavi, Joel Hestness, Newsha Ardalani and Marco Iansiti

      Managers often believe that collecting more data will continually improve the accuracy of their machine learning models. However, we argue in this paper that when data lose relevance over time, it may be optimal to collect a limited amount of recent data instead of... View Details

      Keywords: Economics Of AI; Machine Learning; Non-stationarity; Perishability; Value Depreciation; Analytics and Data Science; Value
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      Valavi, Ehsan, Joel Hestness, Newsha Ardalani, and Marco Iansiti. "Time and the Value of Data." Harvard Business School Working Paper, No. 21-016, August 2020. (Revised November 2021.)
      • July 2020
      • Case

      Applying Data Science and Analytics at P&G

      By: Srikant M. Datar, Sarah Mehta and Paul Hamilton
      Set in December 2019, this case explores how P&G has applied data science and analytics to cut costs and improve outcomes across its business units. The case provides an overview of P&G’s approach to data management and governance, and reviews the challenges associated... View Details
      Keywords: Data Science; Analytics; Analysis; Information; Information Management; Information Types; Innovation and Invention; Strategy; Analytics and Data Science; Consumer Products Industry; United States; Ohio
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      Datar, Srikant M., Sarah Mehta, and Paul Hamilton. "Applying Data Science and Analytics at P&G." Harvard Business School Case 121-006, July 2020.
      • May 2020
      • Teaching Note

      Talismark

      By: Richard S. Ruback, Royce Yudkoff and Ahron Rosenfeld
      Teaching Note for HBS Case No. 211-097. Talismark negotiated waste hauling contracts for small and medium size companies. Its owners, Charles Muszynski and Marshall Staiman, were able to grow the business by more than 30% per year since it was founded, but believed... View Details
      Keywords: Small Business; Small Business Administration; Infrastructure; Restructuring; Business Processes; Information Management; Sales; Organizational Change and Adaptation; Wastes and Waste Processing
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      Ruback, Richard S., Royce Yudkoff, and Ahron Rosenfeld. "Talismark." Harvard Business School Teaching Note 220-092, May 2020.
      • May 2020
      • Teaching Note

      Bayer Crop Science

      By: David E. Bell, Michael Norris and Mel Martin
      Teaching Note for HBS Case No. 520-055. View Details
      Keywords: Plant-Based Agribusiness; Research and Development; Mergers and Acquisitions; Consolidation; Innovation and Invention; Strategy; Agriculture and Agribusiness Industry; Technology Industry; United States; Germany
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      Bell, David E., Michael Norris, and Mel Martin. "Bayer Crop Science." Harvard Business School Teaching Note 520-067, May 2020.
      • May 1, 2020
      • Article

      COVID-19's Hard Lessons Might Prepare Business for Climate Change

      By: Joseph B. Lassiter III and Danielle Kost
      The coronavirus pandemic caught the business world by surprise, but the catastrophe might force companies to face a crisis that has been unfolding in plain sight: climate change.
      We asked faculty members affiliated with the Business and Environment Initiative at... View Details
      Keywords: COVID-19; Health Pandemics; Climate Change; Environmental Sustainability
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      "COVID-19's Hard Lessons Might Prepare Business for Climate Change." Harvard Business School Working Knowledge (May 1, 2020).
      • 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
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      Allen, Joseph, and John D. Macomber. Healthy Buildings: How Indoor Spaces Drive Performance and Productivity. Cambridge, MA: Harvard University Press, 2020.
      • April 2020
      • Teaching Note

      Indigo Agriculture: Harnessing Nature

      By: Michael W. Toffel and James Barnett
      Teaching Note for HBS No. 620-024. 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... View Details
      Keywords: Operations; Supply Chain; Social Enterprise; Product Development; Distribution Channels; Business Strategy; Digital Platforms; Science-Based Business; Agriculture and Agribusiness Industry; Green Technology Industry; United States; Massachusetts
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      Toffel, Michael W., and James Barnett. "Indigo Agriculture: Harnessing Nature." Harvard Business School Teaching Note 620-075, April 2020.
      • March 11, 2020
      • Editorial

      A Bolder Vision for Business Schools

      By: P. Tufano
      Business schools teach to a model that dates back to the 1950s. Given the growing demands on business to take a lead in confronting societal challenges, business schools need to update how they train business leaders and how they compete, argues Oxford’s Saïd School... View Details
      Keywords: Business Schools; Business And Society; Business Education; Leadership Development; Business and Stakeholder Relations
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      Tufano, P. "A Bolder Vision for Business Schools." Harvard Business Review Digital Articles (March 11, 2020).
      • February 2020
      • Supplement

      Indigo Agriculture: Harnessing Nature

      By: 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: 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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      Toffel, Michael W., and James Barnett. "Indigo Agriculture: Harnessing Nature." Harvard Business School PowerPoint Supplement 620-110, February 2020.
      • 2020
      • Working Paper

      A General Theory of Identification

      By: Iavor Bojinov and Guillaume Basse
      What does it mean to say that a quantity is identifiable from the data? Statisticians seem to agree on a definition in the context of parametric statistical models — roughly, a parameter θ in a model P = {Pθ : θ ∈ Θ} is identifiable if the mapping θ 7→ Pθ is injective.... View Details
      Keywords: Identification; Econometric Models; Analytics and Data Science; Theory
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      Bojinov, Iavor, and Guillaume Basse. "A General Theory of Identification." Harvard Business School Working Paper, No. 20-086, February 2020.
      • February 2020 (Revised February 2022)
      • Case

      Sustainable Product Management at Solvay

      By: George Serafeim, Vincent Dessain and Mette Fuglsang Hjortshoej
      In November 2019, Ilham Kadri, CEO of Solvay, a Belgian specialty chemicals and advanced materials group, with annual revenues of more than €10 billion in 2018, announced the group’s mid-term strategy, eight months after she took the helm as Solvay’s 11th CEO. The case... View Details
      Keywords: Sustainability; Sustainable Business And Innovation; Sustainability Management; Sustainable Development; Management Accounting; Innovation; Carbon Emissions; Sustainability Reporting; Sustainability Targets; Target-setting; Product; Management; Transformation; Growth and Development Strategy; Climate Change; Environmental Sustainability; Chemical Industry; Europe; Belgium
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      Serafeim, George, Vincent Dessain, and Mette Fuglsang Hjortshoej. "Sustainable Product Management at Solvay." Harvard Business School Case 120-081, February 2020. (Revised February 2022.)
      • February 2020 (Revised March 2020)
      • Case

      Prime Coalition: Catalytic Capital for Climate Innovation

      By: Ramana Nanda, Benjamin N. Roth and Olivia Hull
      With long development timelines and high risk, new energy technologies were often left to languish in the “valley of death,” unable to raise enough funds to bring a product to market. In 2014, Sarah Kearney founded the nonprofit Prime Coalition to solve this problem.... View Details
      Keywords: Energy Conservation; Renewable Energy; Social Entrepreneurship; Venture Capital; Investment; Innovation and Invention; Technological Innovation; Mission and Purpose; Science-Based Business; Nonprofit Organizations; Social Enterprise; Energy Industry; Technology Industry; Green Technology Industry; United States
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      Nanda, Ramana, Benjamin N. Roth, and Olivia Hull. "Prime Coalition: Catalytic Capital for Climate Innovation." Harvard Business School Case 820-007, February 2020. (Revised March 2020.)
      • 2020
      • Book

      Experimentation Works: The Surprising Power of Business Experiments

      By: Stefan Thomke
      Don’t fly blind. See how the power of experiments works for you. When it comes to improving customer experiences, trying out new business models, or developing new products, even the most experienced managers often get it wrong. They discover that intuition,... View Details
      Keywords: Experimentation; Experiments; Market Research; Innovation and Invention; Innovation and Management; Customers; Research
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      Thomke, Stefan. Experimentation Works: The Surprising Power of Business Experiments. Boston, MA: Harvard Business Review Press, 2020.
      • January 2020 (Revised December 2024)
      • Case

      Governing PG&E

      By: Lynn S. Paine and Will Hurwitz
      The five commissioners of the California Public Utilities Commission (CPUC) listened intently at a public forum in April 2019 as PG&E Corporation’s out-going chairman Richard Kelly described the company’s proposed new board. PG&E, which provided electricity and natural... View Details
      Keywords: Bankruptcy; Board Of Directors; Board Dynamics; Business Ethics; Business Model Innovation; Corporate Boards; Energy Efficiency; Environmental And Social Sustainability; Government And Business; Hedge Funds; Institutional Investors; Legal Aspects Of Business; Regulated Monopolies; Regulation; Shareholders; Stakeholder Management; Strategy And Execution; Utilities; Insolvency and Bankruptcy; Governing and Advisory Boards; Ethics; Capital Structure; Climate Change; Corporate Accountability; Corporate Governance; Environmental Sustainability; Executive Compensation; Leadership; Management; Safety; Business and Government Relations; Energy Industry; Utilities Industry; California; United States
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      Paine, Lynn S., and Will Hurwitz. "Governing PG&E." Harvard Business School Case 320-024, January 2020. (Revised December 2024.)
      • 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.)
      • 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 June 2025)
      • Case

      Mãe Terra and Unilever (A)

      By: Lynn S. Paine, Ruth Costas and Priscilla Zogbi
      The case concerns the sale of Mãe Terra, one of Brazil's leading brands for packaged organic foods, to the consumer goods giant Unilever in 2017. Working with Unilever management, Mãe Terra’s CEO Alexandre Borges must determine whether and how to keep Mãe Terra's B... View Details
      Keywords: Mergers & Acquisitions; Brand Management; Sustainability; Mergers and Acquisitions; Mission and Purpose; Social Enterprise; Corporate Governance; Governing and Advisory Boards; Environmental Sustainability; Organizational Culture; Food and Beverage Industry; Agriculture and Agribusiness Industry; Brazil; Latin America
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      Paine, Lynn S., Ruth Costas, and Priscilla Zogbi. "Mãe Terra and Unilever (A)." Harvard Business School Case 320-075, December 2019. (Revised June 2025.)
      • December 2019
      • Supplement

      Mãe Terra and Unilever (B)

      By: Lynn S. Paine, Ruth Costas and Mariana Cal
      Unilever is making strides to integrate the operations of Mãe Terra—one of Brazil's leading brands for packaged organic foods—into its own structures, after acquiring the company in 2017. Mãe Terra’s CEO, Alexandre Borges, must decide whether to implement his original... View Details
      Keywords: Brand Management; Sustainability; Mergers and Acquisitions; Mission and Purpose; Social Enterprise; Corporate Governance; Governing and Advisory Boards; Environmental Sustainability; Organizational Culture; Food and Beverage Industry; Agriculture and Agribusiness Industry; Brazil; Latin America
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      Paine, Lynn S., Ruth Costas, and Mariana Cal. "Mãe Terra and Unilever (B)." Harvard Business School Supplement 320-069, December 2019.
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