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Show Results For
-
All HBS Web
(5,669)
- People (4)
- News (1,143)
- Research (3,236)
- Events (79)
- Multimedia (163)
- Faculty Publications (2,648)
- 25 Aug 2016
- News
What Building a “Jeopardy!” Robot Taught IBM About Innovation
- 11 May 2016
- News
Who Owns Space?
- 29 Oct 2018
- Working Paper Summaries
Public Sentiment and the Price of Corporate Sustainability
Keywords:
by George Serafeim
- 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
Bower, Joseph L. "William D. Ruckelshaus and the Environmental Protection Agency." Harvard Business School Case 375-083, September 1974. (Revised June 1986.)
- 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...
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Han, Tessa, Suraj Srinivas, and Himabindu Lakkaraju. "Which Explanation Should I Choose? A Function Approximation Perspective to Characterizing Post hoc Explanations." Advances in Neural Information Processing Systems (NeurIPS) (2022). (Best Paper Award, International Conference on Machine Learning (ICML) Workshop on Interpretable ML in Healthcare.)
- 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...
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Dai, Jessica, Sohini Upadhyay, Ulrich Aivodji, Stephen Bach, and Himabindu Lakkaraju. "Fairness via Explanation Quality: Evaluating Disparities in the Quality of Post hoc Explanations." Proceedings of the AAAI/ACM Conference on Artificial Intelligence, Ethics, and Society (2022): 203–214.
- 2020
- Working Paper
Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective
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...
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Keywords:
Big Data;
Elastic Net;
GDP Growth;
Machine Learning;
Macro Forecasting;
Short Fat Data;
Accounting;
Economic Growth;
Forecasting and Prediction;
Analytics and Data Science
Datar, Srikant, Apurv Jain, Charles C.Y. Wang, and Siyu Zhang. "Is Accounting Useful for Forecasting GDP Growth? A Machine Learning Perspective." Harvard Business School Working Paper, No. 21-113, December 2020.
- 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
Serafeim, George. "The Type of Socially Responsible Investments That Make Firms More Profitable." Harvard Business Review (website) (April 14, 2015).
- 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...
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Keywords:
Competitive Advantage;
Performance Efficiency;
Environmental Sustainability;
Business Strategy
Hart, Stuart L., and Gautam Ahuja. "Does it Pay to be Green? An Empirical Examination of the Relationship Between Emission Reduction and Firm Performance." Business Strategy and the Environment 5, no. 1 (March 1996): 30–37.
- 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...
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Keywords:
Leadership And Managing People;
Accountability;
Investment Management;
Social Issues;
Investment;
Corporate Accountability;
Ethics;
Development Economics;
Natural Environment;
Financial Services Industry;
Energy Industry
Sucher, Sandra J. "Generation Investment Management, Video." Harvard Business School Video Supplement 612-704, July 2012.
- 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...
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Eccles, Robert G., George Serafeim, Shelley Xin Li, and Alan Knight. "Allied Electronics Corporation Ltd: Linking Compensation to Sustainability Metrics." Harvard Business School Case 412-075, November 2011. (Revised June 2013.)
- 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...
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- 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.
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Keywords:
Policy;
Environmental Sustainability;
Cross-Cultural and Cross-Border Issues;
Negotiation;
Agriculture and Agribusiness Industry;
United States;
Mexico
Goldberg, Ray A., and Jose M. M. Porraz. "Water Policy Priorities Along the U.S.-Mexico Border." Harvard Business School Case 903-414, November 2002. (Revised March 2003.)
- 22 Sep 2020
- Research & Ideas
Recessions Push Some Entrepreneurs to Launch Too Soon
risky projects or projects related to COVID-19, primarily in the life sciences sector, as the latter might have higher expected returns. As a result, entrepreneurs outside of the life sciences or pursuing...
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Keywords:
by Sean Silverthorne
- 01 Sep 2020
- News
Turning Point: Change, Stat
science or treatments. Working in the ER at The Mount Sinai Hospital and Elmhurst Hospital in New York City—which was dubbed “the epicenter,” I got to see the progression of the virus. We went from “This is just a bad version of the flu;...
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- Profile
Olujimi Williams
science with a growing interest in business through a joint degree that combined mechanical engineering with business and finance. “To really understand how business works,” Olujimi explains, “I wouldn’t get that in an exclusively...
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- Profile
Emily Hannenberg
a subsequent assignment as a teacher of military science at MIT, Emily shifted her focus from engineering projects (principally around utilities/power generation) "to developing the next generation of leaders. It was an 'ah-ha!'...
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Keywords:
Nonprofit/Government/Education
- 18 Jul 2019
- News
Apollo 11 Astronaut Michael Collins Reflects on the 50th Anniversary of the Moon Landing
crackle over the radio, telling Mission Control he and Aldrin made it. Collins circled the moon, completely alone, for more than a day. He listened as his fellow astronauts walked around the jagged terrain in their puffy white suits, unpacked View Details
- 19 Oct 2011
- News
A Good Look
samples of Kemin Personal Care’s products has been very strong, notes Levy, but much patience is required as companies submit the ingredients used in their products to rigorous testing that can last as long as 18 months. “There is a lot of View Details