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Show Results For
-
All HBS Web
(13,024)
- People (70)
- News (3,760)
- Research (5,474)
- Events (44)
- Multimedia (94)
- Faculty Publications (2,325)
- 11 Dec 2023
- Research & Ideas
Doing Well by Doing Good? One Industry’s Struggle to Balance Values and Profits
Is it still possible to build a career that is both morally satisfying and materially rewarding? To do well by doing good? Professionals and executives in a range of fields...
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Keywords:
by Scott Van Voorhis
- 08 Sep 2015
- News
Knowledge Transfer: You Can't Learn Surgery By Watching
- 19 Jun 2012
- News
A Brief History of Doing Well by Doing Good
- May 2011
- Teaching Note
China Environment Fund: Doing Well by Doing Good (TN)
By: Christopher Marquis and Alison Comings
Teaching Note for 410142.
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- 18 Nov 2016
- Conference Presentation
Rawlsian Fairness for Machine Learning
By: Matthew Joseph, Michael J. Kearns, Jamie Morgenstern, Seth Neel and Aaron Leon Roth
Motivated by concerns that automated decision-making procedures can unintentionally lead to discriminatory behavior, we study a technical definition of fairness modeled after John Rawls' notion of "fair equality of opportunity". In the context of a simple model of...
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Joseph, Matthew, Michael J. Kearns, Jamie Morgenstern, Seth Neel, and Aaron Leon Roth. "Rawlsian Fairness for Machine Learning." Paper presented at the 3rd Workshop on Fairness, Accountability, and Transparency in Machine Learning, Special Interest Group on Knowledge Discovery and Data Mining (SIGKDD), November 18, 2016.
- 2007
- Chapter
Learning by Experimentation: Prototyping and Testing
By: Stefan Thomke
Thomke, Stefan. "Learning by Experimentation: Prototyping and Testing." In Handbook of New Product Development Management, edited by Christoph Loch and Stylianos Kavadias. Oxford: Butterworth-Heinemann, 2007.
- Fall 2015
- Article
Doing Well by Doing Good? Community Development Venture Capital
By: Josh Lerner and Anna Kovner
This paper examines the investments and performance of community development venture capital (CDVC). We find substantial differences between CDVC and traditional venture capital (VC) investments: CDVC investments are far more likely to be in nonmetropolitan regions and...
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Lerner, Josh, and Anna Kovner. "Doing Well by Doing Good? Community Development Venture Capital." Journal of Economics & Management Strategy 24, no. 3 (Fall 2015): 643–663.
- 2023
- Working Paper
Learning by Investing: Entrepreneurial Spillovers from Venture Capital
By: Josh Lerner, Jinlin Li and Tong Liu
This paper studies how investing in venture capital (VC) affects the entrepreneurial outcomes of individual limited partners (LPs). Using comprehensive administrative data on entrepreneurial activities and VC fundraising and investments in China, we first document that...
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Lerner, Josh, Jinlin Li, and Tong Liu. "Learning by Investing: Entrepreneurial Spillovers from Venture Capital." Harvard Business School Working Paper, No. 24-029, November 2023.
- Working Paper
Doing Bad by Doing Good? Theft and Abuse by Lenders in Inadequately Regulated Microfinance Markets
By: Catherine S. M. Duggan
- Article
Learning Models for Actionable Recourse
By: Alexis Ross, Himabindu Lakkaraju and Osbert Bastani
As machine learning models are increasingly deployed in high-stakes domains such as legal and financial decision-making, there has been growing interest in post-hoc methods for generating counterfactual explanations. Such explanations provide individuals adversely...
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Ross, Alexis, Himabindu Lakkaraju, and Osbert Bastani. "Learning Models for Actionable Recourse." Advances in Neural Information Processing Systems (NeurIPS) 34 (2021).
- September 2012
- Article
Learning Agility: In Search of Conceptual Clarity and Theoretical Grounding
By: D. Scott DeRue, Susan J. Ashford and Christopher G. Myers
As organizations become more complex and dynamic, individuals' ability to learn from experience becomes more important. Recently, the concept of learning agility has attracted considerable attention from human resource professionals and consultants interested in...
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DeRue, D. Scott, Susan J. Ashford, and Christopher G. Myers. "Learning Agility: In Search of Conceptual Clarity and Theoretical Grounding." Industrial and Organizational Psychology: Perspectives on Science and Practice 5, no. 3 (September 2012): 258–279.
- 2019
- Article
An Empirical Study of Rich Subgroup Fairness for Machine Learning
By: Michael J Kearns, Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu
Kearns et al. [2018] recently proposed a notion of rich subgroup fairness intended to bridge the gap between statistical and individual notions of fairness. Rich subgroup fairness picks a statistical fairness constraint (say, equalizing false positive rates across...
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Kearns, Michael J., Seth Neel, Aaron Leon Roth, and Zhiwei Steven Wu. "An Empirical Study of Rich Subgroup Fairness for Machine Learning." Proceedings of the Conference on Fairness, Accountability, and Transparency (2019): 100–109.
- Article
Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness
By: Michael J Kearns, Seth Neel, Aaron Leon Roth and Zhiwei Steven Wu
The most prevalent notions of fairness in machine learning are statistical definitions: they fix a small collection of pre-defined groups, and then ask for parity of some statistic of the classifier (like classification rate or false positive rate) across these groups....
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Kearns, Michael J., Seth Neel, Aaron Leon Roth, and Zhiwei Steven Wu. "Preventing Fairness Gerrymandering: Auditing and Learning for Subgroup Fairness." Proceedings of the International Conference on Machine Learning (ICML) 35th (2018).
- 30 Nov 2015
- Research & Ideas
Donors Are Turned Off by Overhead Costs. Here’s What Charities Can Do
showed that participants were turned off by overhead. The higher the level of overhead associated with a donation to charity: water, the lower the percentage of participants who chose to donate to it. When they View Details
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by Carmen Nobel
- November – December 2009
- Article
Learning by Design: Developing an Engine for Transforming Your Company
By: Michael Beer and Magnus Finnstrom
Traditional leadership development programs often fail to achieve the desired results because they don't focus on learning linked to the company's business strategy and the real day-to-day challenges facing managers. The experience of Sweden-based industrial...
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Keywords:
Leadership Development;
Programs;
Learning;
Failure;
Business Strategy;
Organizations;
Transformation;
Problems and Challenges;
Design;
Sweden
Beer, Michael, and Magnus Finnstrom. "Learning by Design: Developing an Engine for Transforming Your Company." Leadership in Action (November–December 2009).
- January 2022 (Revised November 2023)
- Case
Expanding the Culture of Learning at Kraft Heinz
By: Ashley V. Whillans and Carolyn Watson
The Kraft Heinz Company (KHC) was an American food company formed in 2015 by the merger of Kraft Foods Group, Inc and the H.J. Heinz Company. The company sold food products like Heinz Ketchup, Kraft Mac & Cheese, Kool-Aid, and Philadelphia cream cheese to supermarkets,...
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Keywords:
Learning;
Culture;
Work Culture;
Workplace Practices;
Mergers;
Mergers and Acquisitions;
Competitive Advantage;
Human Capital;
Training;
Performance Evaluation;
Growth and Development;
Personal Development and Career;
Employee Relationship Management;
Organizational Change and Adaptation;
Organizational Culture;
Food and Beverage Industry
- March 2022
- Article
Learning to Rank an Assortment of Products
By: Kris Ferreira, Sunanda Parthasarathy and Shreyas Sekar
We consider the product ranking challenge that online retailers face when their customers typically behave as “window shoppers”: they form an impression of the assortment after browsing products ranked in the initial positions and then decide whether to continue...
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Keywords:
Online Learning;
Product Ranking;
Assortment Optimization;
Learning;
Internet and the Web;
Product Marketing;
Consumer Behavior;
E-commerce
Ferreira, Kris, Sunanda Parthasarathy, and Shreyas Sekar. "Learning to Rank an Assortment of Products." Management Science 68, no. 3 (March 2022): 1828–1848.
- 14 Mar 2021
- News
Podcast: What do we really learn from failure?
- 20 Jun 2016
- Working Paper Summaries
What Else Do Shareholders Want? Shareholder Proposals Contested by Firm Management
- September 2017
- Article
The Advocacy Trap: When Legitimacy Building Inhibits Organizational Learning
By: Tiona Zuzul and Amy C. Edmondson
This paper describes a relationship between legitimacy building and learning for a new firm in a nascent industry. Through a longitudinal study of a new firm in the nascent smart city industry, we found that the firm failed to make progress on important internal...
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Keywords:
Organizational Learning;
Advocacy;
Organizations;
Learning;
Organizational Culture;
Entrepreneurship
Zuzul, Tiona, and Amy C. Edmondson. "The Advocacy Trap: When Legitimacy Building Inhibits Organizational Learning." Academy of Management Discoveries 3, no. 3 (September 2017): 302–321.