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All HBS Web
(2,935)
- Faculty Publications (556)
- 2021
- Working Paper
Corporate Environmental Impact: Measurement, Data and Information
By: David Freiberg, DG Park, George Serafeim and T. Robert Zochowski
As an organization’s environmental impact has become a central societal consideration, thereby affecting industry and organizational competitiveness, interest in measuring and analyzing environmental impact has increased. We develop a methodology to derive comparable...
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Keywords:
Environment;
Impact;
Measurement;
Environmental Ratings;
Corporate Valuation;
Financial Materiality;
Sustainability;
Environmental Impact;
Environmental Strategy;
Impact-Weighted Accounts;
IWAI;
Environmental Sustainability;
Corporate Social Responsibility and Impact;
Measurement and Metrics;
Valuation
Freiberg, David, DG Park, George Serafeim, and T. Robert Zochowski. "Corporate Environmental Impact: Measurement, Data and Information." Harvard Business School Working Paper, No. 20-098, March 2020. (Revised February 2021.)
- 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...
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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
- 2020
- Working Paper
A Framework for Product Impact-Weighted Accounts
By: George Serafeim and Katie Trinh
While there has been significant progress in the measurement of an organization’s environmental and social impacts from its operations, metrics to evaluate the impact of products once they come to market lag far behind. In this paper, we provide a framework for...
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Keywords:
Social Impact;
Product Life Cycle;
Environment;
Sustainability;
Measurement;
Metrics;
Impact Investing;
ESG;
ESG (Environmental, Social, Governance) Performance;
ESG Reporting;
Product;
Environmental Sustainability;
Measurement and Metrics;
Framework;
Financial Statements
Serafeim, George, and Katie Trinh. "A Framework for Product Impact-Weighted Accounts." Harvard Business School Working Paper, No. 20-076, January 2020. (Revised October 2020.)
- 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....
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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
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.)
- July 2020
- Article
Exploring the Effect of Environmental Orientation on Financial Decisions of Businesses at the Bottom of the Pyramid: Evidence from the Microlending Context
By: Anton Shevchenko, Xiaodan Pan and Goran Calic
Existing research has accumulated substantial evidence on the effect that an environmental orientation has on businesses' economic performance. Yet this research does not cover small businesses from bottom‐of‐the‐pyramid (BOP) markets. In fact, despite increasing...
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Keywords:
Micro-lending;
Environmental Sustainability;
Financing and Loans;
Corporate Social Responsibility and Impact;
Small Business
Shevchenko, Anton, Xiaodan Pan, and Goran Calic. "Exploring the Effect of Environmental Orientation on Financial Decisions of Businesses at the Bottom of the Pyramid: Evidence from the Microlending Context." Business Strategy and the Environment 29, no. 5 (July 2020): 1876–1886.
- January 2020 (Revised October 2023)
- 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...
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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
Paine, Lynn S., and Will Hurwitz. "Governing PG&E." Harvard Business School Case 320-024, January 2020. (Revised October 2023.)
- January 2020 (Revised April 2020)
- Case
Fossil Fuel Divestment
By: Michael W. Toffel and Sarah Gulick
The president of Harvard University is facing growing pressure from students, alumni, and other climate change activists that are urging the university to divest its multi-billion dollar endowment from fossil fuel companies. The case summarizes the arguments for and...
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Keywords:
Divestment;
Harvard University;
Higher Education;
Corporate Social Responsibility and Impact;
Environmental Sustainability;
Climate Change;
Public Opinion;
Ethics;
Education Industry
Toffel, Michael W., and Sarah Gulick. "Fossil Fuel Divestment." Harvard Business School Case 620-093, January 2020. (Revised April 2020.)
- January 2020
- Case
SK Group: Social Progress Credits
By: George Serafeim, Ethan Rouen and David Freiberg
SK Group was one of the largest companies South Korea. A family-run conglomerate consisting of around 120 subsidiaries and employing more than 100,000, SK was tightly knit into the fabric of Korean society. SK viewed their future success as contingent upon the strength...
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Keywords:
Impact;
Impact Investing;
Impact Measurement;
Social Value;
Social Development;
Conglomerates;
Measurement Of Purpose;
ESG;
ESG (Environmental, Social, Governance) Performance;
Capital Markets;
Innovation;
Environmental Impact;
Collaboration;
Social Enterprise;
Social and Collaborative Networks;
Social Issues;
Measurement and Metrics;
Value Creation;
Cooperation;
Environmental Sustainability;
Employment;
Accounting;
Energy Industry;
Telecommunications Industry;
Chemical Industry;
South Korea
Serafeim, George, Ethan Rouen, and David Freiberg. "SK Group: Social Progress Credits." Harvard Business School Case 120-071, January 2020.
- 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...
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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
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.)
- 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...
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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
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).
- May 2020
- Article
Scalable Holistic Linear Regression
By: Dimitris Bertsimas and Michael Lingzhi Li
We propose a new scalable algorithm for holistic linear regression building on Bertsimas & King (2016). Specifically, we develop new theory to model significance and multicollinearity as lazy constraints rather than checking the conditions iteratively. The resulting...
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Bertsimas, Dimitris, and Michael Lingzhi Li. "Scalable Holistic Linear Regression." Operations Research Letters 48, no. 3 (May 2020): 203–208.
- December 2019 (Revised June 2021)
- 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...
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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
Paine, Lynn S., Ruth Costas, and Priscilla Zogbi. "Mãe Terra and Unilever (A)." Harvard Business School Case 320-075, December 2019. (Revised June 2021.)
- 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...
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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
Paine, Lynn S., Ruth Costas, and Mariana Cal. "Mãe Terra and Unilever (B)." Harvard Business School Supplement 320-069, December 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
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
From Know-It-Alls to Learn-It-Alls: Executive Development in the Era of Self-Refining Algorithms, Collaborative Filtering and Wearable Computing
By: Mihnea Moldoveanu and Das Narayandas
We examine the future of executive education on a technological and cultural landscape that is imminent but different to the one we are accustomed to. We show how the contextualization, socialization and personalization of learning—avowed but distal goals of current...
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Keywords:
Executive Education;
Leadership Development;
Technological Innovation;
Customization and Personalization;
Management Skills;
Knowledge Acquisition;
Knowledge Sharing
Moldoveanu, Mihnea, and Das Narayandas. "From Know-It-Alls to Learn-It-Alls: Executive Development in the Era of Self-Refining Algorithms, Collaborative Filtering and Wearable Computing." Harvard Business School Working Paper, No. 20-061, November 2019.
- November 9, 2019
- Article
Effect of Revealing Authors' Conflicts of Interests in Peer Review: Randomized Controlled Trial
By: Leslie K. John, George Loewenstein, Andrew Marder and Michael Callaham
Objective: To assess the impact of disclosing authors’ conflict of interest declarations to peer reviewers at a medical journal.
Design: Randomised controlled trial.
Setting: The study was conducted within the manuscript review process at the... View Details
Design: Randomised controlled trial.
Setting: The study was conducted within the manuscript review process at the... View Details
Keywords:
Conflicts Of Interest;
Peer Review;
Randomized Controlled Trial;
Scientific Publication;
Conflict of Interests;
Journals and Magazines;
Science
John, Leslie K., George Loewenstein, Andrew Marder, and Michael Callaham. "Effect of Revealing Authors' Conflicts of Interests in Peer Review: Randomized Controlled Trial." BMJ: British Medical Journal 367, no. 8221 (November 9, 2019).
- 2020
- Working Paper
How ESG Issues Become Financially Material to Corporations and Their Investors
By: George Serafeim
Management and disclosure of environmental, social and governance (ESG) issues have received substantial interest over the last decade. In this paper, we outline a framework of how ESG issues become financially material, affecting corporate profitability and valuation....
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Keywords:
Materiality;
ESG;
Pharmaceutical Companies;
Business Ethics;
Sustainability;
Environment;
Disclosure;
Disclosure And Access;
Regulation;
Social Impact;
Environmental Sustainability;
Social Issues;
Corporate Governance;
Ethics;
Corporate Disclosure;
Corporate Accountability;
Resource Allocation;
Finance;
Accounting;
Valuation
Freiberg, David, Jean Rogers, and George Serafeim. "How ESG Issues Become Financially Material to Corporations and Their Investors." Harvard Business School Working Paper, No. 20-056, November 2019. (Revised November 2020.)
- 2019
- Working Paper
Intelligent Design of Inclusive Growth Strategies
By: Robert S. Kaplan, George Serafeim and Eduardo Tugendhat
Improving corporate engagement with society, as advocated in the Business Roundtable’s 2019 statement, should not be viewed as a zero-sum proposition where attention to new stakeholders detracts from delivering shareholder value. Corporate programs for sustainable and...
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Keywords:
Inclusion;
Sustainability;
Performance Measures;
Environmental Sustainability;
Social Issues;
Strategy;
Governance;
Corporate Social Responsibility and Impact;
Business and Stakeholder Relations
Kaplan, Robert S., George Serafeim, and Eduardo Tugendhat. "Intelligent Design of Inclusive Growth Strategies." Harvard Business School Working Paper, No. 20-050, October 2019.
- October 2019 (Revised December 2019)
- Supplement
Extend Fertility: Conceiving the Market for Egg Preservation (B)
By: Debora L. Spar and Olivia Hull
Keywords:
Strategy;
Information Technology;
Business Startups;
Entrepreneurship;
Innovation Strategy;
Technological Innovation;
Commercialization;
Science-Based Business;
Marketing Strategy;
Business Plan;
Product Marketing;
Product Launch;
Product Positioning;
Mission and Purpose;
Personal Development and Career;
Social Issues;
Integration;
Health;
Health Industry
Spar, Debora L., and Olivia Hull. "Extend Fertility: Conceiving the Market for Egg Preservation (B)." Harvard Business School Supplement 720-017, October 2019. (Revised December 2019.)
- 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...
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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
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.)