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September 1974 (Revised June 1986)
Case

William D. Ruckelshaus and the Environmental Protection Agency

By: Joseph L. Bower

Keywords: Government Administration; Environmental Sustainability; Business and Government Relations; United States

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2022
Article

Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post hoc Explanations

By: Tessa Han, Suraj Srinivas and Himabindu Lakkaraju

A critical problem in the field of post hoc explainability is the lack of a common foundational goal among methods. For example, some methods are motivated by function approximation, some by game theoretic notions, and some by obtaining clean visualizations. This... View Details

Keywords: Mathematical Methods; Decision Choices and Conditions; Analytics and Data Science

2022
Article

Fairness via Explanation Quality: Evaluating Disparities in the Quality of Post hoc Explanations

By: Jessica Dai, Sohini Upadhyay, Ulrich Aivodji, Stephen Bach and Himabindu Lakkaraju

As post hoc explanation methods are increasingly being leveraged to explain complex models in high-stakes settings, it becomes critical to ensure that the quality of the resulting explanations is consistently high across all subgroups of a population. For instance, it... View Details

Keywords: Prejudice and Bias; Mathematical Methods; Research; Analytics and Data Science

2020
Working Paper

Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective

By: Srikant Datar, Apurv Jain, Charles C.Y. Wang and Siyu Zhang

We provide a comprehensive examination of whether, to what extent, and which accounting variables are useful for improving the predictive accuracy of GDP growth forecasts. We leverage statistical models that accommodate a broad set of (341) variables—outnumbering the... View Details

Keywords: Big Data; Elastic Net; GDP Growth; Machine Learning; Macro Forecasting; Short Fat Data; Accounting; Economic Growth; Forecasting and Prediction; Analytics and Data Science

April 14, 2015
Article

The Type of Socially Responsible Investments That Make Firms More Profitable

By: George Serafeim

Keywords: Sustainability; Corporate Social Responsibility; Corporate Sustainability; Investing; Investment Management; Corporate Social Responsibility and Impact; Profit; Investment; Environmental Sustainability

March 1996
Article

Does it Pay to be Green? An Empirical Examination of the Relationship Between Emission Reduction and Firm Performance

By: Stuart L. Hart and Gautam Ahuja

Evidence can be marshalled to support either the view that pollution abatement is a cost burden on firms and is detrimental to competitiveness, or that reducing emissions increases efficiency and saves money, giving firms a cost advantage. In an effort to resolve this... View Details

Keywords: Competitive Advantage; Performance Efficiency; Environmental Sustainability; Business Strategy

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July 2012
Supplement

Generation Investment Management, Video

By: Sandra J. Sucher

Examines the Investment process of Generation Investment Management, a "sustainable" investing firm established in 2004 by David Blood and U.S. Vice President Al Gore. Places students in the position of David Lowish, director of global industrials, who must decide... View Details

Keywords: Leadership And Managing People; Accountability; Investment Management; Social Issues; Investment; Corporate Accountability; Ethics; Development Economics; Natural Environment; Financial Services Industry; Energy Industry

November 2011 (Revised June 2013)
Case

Allied Electronics Corporation Ltd: Linking Compensation to Sustainability Metrics

Robert Venter, second-generation Chief Executive (CE) of family-owned Allied Electronics Corporation Ltd (Altron), considered the pros and cons of more clearly linking the firm's compensation system to sustainability performance. In June 2011, Altron, a conglomerate... View Details

Keywords: Compensation and Benefits; Motivation and Incentives; Environmental Sustainability

2008
Working Paper

Learning Processes in Environmental Policy Making and Implementation

By: Alnoor Ebrahim

This paper explores how "learning" occurs in the context of environmental policy formulation and implementation. Rather than viewing policy learning as a rational and technocratic process, the emphasis here is on the political and institutional contexts within which... View Details

Keywords: Policy; Business and Government Relations; Natural Environment; Power and Influence; South Africa; Brazil

26 Apr 2017
News

Harvard Business School Names Winners and Celebrates 20th New Venture Competition at Finale

November 2002 (Revised March 2003)
Case

Water Policy Priorities Along the U.S.-Mexico Border

By: Ray A. Goldberg and Jose M. M. Porraz

The United States and Mexico face the challenges of managing shared water resources. The supply is limited and demand is growing on both sides of the border as a result of increased irrigated acreage and population growth. View Details

Keywords: Policy; Environmental Sustainability; Cross-Cultural and Cross-Border Issues; Negotiation; Agriculture and Agribusiness Industry; United States; Mexico

September 2023
Background Note

Amager Bakke: Municipal Waste to Energy

By: Willy Shih, Michael W. Toffel and Kelsey Carter

This background note describes the Amager Bakke waste-to-energy (WtE) plant in Copenhagen, which merges traditional waste incineration with a combined heat and power (CHP) plant and air pollution control (scrubbing) technology, and had plans to add carbon dioxide (CO2)... View Details

2008
Chapter

The Evidence Does Not Speak for Itself: Expert Witnesses and the Organization of DNA-Typing Companies

By: Arthur A. Daemmrich

During the past 15 years, new biotechnology companies have promoted DNA typing as a sophisticated criminal and paternity identification technique. Private testing laboratories produce results that link individuals with crime scenes and fathers to their children.... View Details

Keywords: Governing Rules, Regulations, and Reforms; Courts and Trials; Organizational Structure; Practice; Genetics; Science-Based Business; Trust; Commercialization; Vertical Integration

Third Quarter 2018
Article

Why and How Investors Use ESG Information: Evidence from a Global Survey

By: Amir Amel-Zadeh and George Serafeim

Using survey data from a sample of senior investment professionals from mainstream (i.e., not SRI funds) investment organizations, we provide insights into why and how investors use reported environmental, social, and governance (ESG) information. Relevance to... View Details

Keywords: ESG; ESG (Environmental, Social, Governance) Performance; Sustainability; Investment Management; Investment Strategy; Metrics; Standard Setting; Accounting Standards; Finance; Investment; Information; Environmental Sustainability; Governance; Performance Effectiveness; Strategy

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April 2017
Teaching Note

Basecamp: Pricing

By: Frank V. Cespedes

This Teaching Note accompanies HBS No. 817-067 “Basecamp: Pricing” in which a data analyst at Basecamp is evaluating the results of pricing research and its potential implications for the venture's latest version of its project management software product. View Details

Keywords: Analytics and Data Science; Price; Analysis; Customers; Product Marketing

2014
Working Paper

Making the Business Case for Environmental Sustainability

By: Rebecca Henderson

Can a business case be made for acting sustainably? This is a difficult question to answer precisely, largely because there is no generally accepted definition of the term "sustainability". Is it acting sustainably to protect the human rights of the firm's workforce?... View Details

Keywords: Corporate Social Responsibility and Impact; Decision Making; Environmental Sustainability

November 2014
Article

Government Green Procurement Spillovers: Evidence from Municipal Building Policies in California

By: Timothy Simcoe and Michael W. Toffel

We study how government green procurement policies influence private-sector demand for similar products. Specifically, we measure the impact of municipal policies requiring governments to construct green buildings on private-sector adoption of the U.S. Green Building... View Details

Keywords: Public Procurement; Green Building; Quality Certification; Environmental Policy; Buildings and Facilities; Environmental Sustainability; Policy; Government and Politics; Green Technology Industry; Public Administration Industry; California

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September 2013 (Revised August 2014)
Case

Claritas Genomics

By: Robert F. Higgins and Matthew Preble

Claritas Genomics was formed in January 2013 when BCH spun out its Genetics Diagnostic Lab into a fully commercial entity. Claritas offered over 100 genomic tests to detect a range of conditions, including autism and intellectual disabilities, and was developing new... View Details

December 2011 (Revised May 2015)
Case

Aviva Investors

By: George Serafeim

The Aviva Investors case describes the challenge of integrating sustainability considerations into the strategy and business practices of companies and into the decision making process of the investment community. Steve Waygood, Chief Responsible Investment Officer at... View Details

Keywords: Investing; Investment Management; Shareholder Activism; Disclosure; Stock Exchanges; Sustainability; Sustainable Development; Sustainability Reporting; ESG; ESG (Environmental, Social, Governance) Performance; Social Impact; Activism; Investment; Management; Business and Shareholder Relations; Environmental Sustainability; United Kingdom

February 2011
Supplement

Dataset for "MercadoLibre.com" (CW)

By: Francisco de Asis Martinez-Jerez

Datasets of listings and powersellers transactions to perform analysis for the case. View Details

Keywords: Accounting; Analytics and Data Science; Management Analysis, Tools, and Techniques

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