Publications

Web

Finance Faculty - Faculty & Research

Business Administration Philippe van der Beck Assistant Professor of Business Administration Luis M. Viceira George E. Bates Professor William C. Vrattos Senior Lecturer of Business Administration Jonathan... View Details

June 2024 (Revised August 2024)
Case

Revlon India's Turnaround: Navigating Online-Offline Decisions Using a Balanced Scorecard

By: Tatiana Sandino and Samuel Grad

Revlon India was founded as a joint venture in 1995, pairing the industrial conglomerate UMG with the global beauty brand Revlon, Inc. to bring international color cosmetics to India. After growing rapidly and pioneering the Beauty Advisor (BA) model in India, the... View Details

Educators

2023
Working Paper

Feature Importance Disparities for Data Bias Investigations

By: Peter W. Chang, Leor Fishman and Seth Neel

It is widely held that one cause of downstream bias in classifiers is bias present in the training data. Rectifying such biases may involve context-dependent interventions such as training separate models on subgroups, removing features with bias in the collection... View Details

Keywords: AI and Machine Learning; Analytics and Data Science; Prejudice and Bias

2014
Teaching Note

Fine Harvest Restaurant Group

By: Clara X. Chen, Kenneth A. Merchant, Tatiana Sandino and Wim Van der Stede

The Fine Harvest Restaurant Group cases A and B examine a company's design of a new system to evaluate the performance (and determine the bonuses) for its restaurant managers. Fine Harvest had traditionally evaluated restaurant managers based on store margins and had... View Details

Keywords: Incentive Systems; Relative Performance Evaluation; Restaurant Industry; Accounting; Economics; Human Resources; Measurement and Metrics; Labor; Performance; Salesforce Management; Retail Industry; North and Central America

January 2004 (Revised February 2006)
Case

Raymond James Financial

Raymond James Financial (RJF) currently sells financial services through two channels. It is considering adding a third in the "middle" of the other two. The current strategy has one channel with employees and another with independent contractors. These attract very... View Details

Keywords: Organizational Change and Adaptation; Salesforce Management; Marketing; Distribution Channels; Human Resources; Financial Services Industry; Service Industry

Educators

07 Nov 2023
Blog Post

Get to Know the HBS Armed Forces Alumni Association

veteran community at HBS connected me with mentors in the AFAA that helped me navigate these challenges and connected me with a community that shared many of the same experiences. I decided to join the AFAA leadership to help that... View Details

24 Oct 2018
Sharpening Your Skills

Startup or Established Company? Which Is Best for You?

executive teams can be world class or “legacy” leaders who can’t move with the times. There are many tradeoffs when factoring leadership into the decision process of startup versus mature. Startup founded by... View Details

Keywords: by Julia B. Austin

Web

South Asia - Global

be a major force within the world economy. As a result, the School supports its faculty with their research interests on the emerging trends that are quickly transforming and shaping the region. To date, the IRC has supported most of the... View Details

01 Jun 2023
HBS Case

A Nike Executive Hid His Criminal Past to Turn His Life Around. What If He Didn't Have To?

access to an education program while in prison. He began to take college classes in trailers just outside the prison walls as a way to escape the cell for a few hours a day. Then he started wondering if those View Details

Keywords: by Dina Gerdeman; Apparel & Accessories

Web

Lehman Brothers Timeline | Baker Library | Bloomberg Center | Harvard Business School

Skip to Main Content Lehman Brothers Collection Resources Baker Library Collections Corporate Reports Collection R. G. Dun & Co. Credit Reports HBS Cases Baker Old Class Collection Related Archival Collections Bibliography Site Credits... View Details

2023
Working Paper

In-Context Unlearning: Language Models as Few Shot Unlearners

By: Martin Pawelczyk, Seth Neel and Himabindu Lakkaraju

Machine unlearning, the study of efficiently removing the impact of specific training points on the trained model, has garnered increased attention of late, driven by the need to comply with privacy regulations like the Right to be Forgotten. Although unlearning is... View Details

Keywords: AI and Machine Learning; Copyright; Information

2023
Article

Towards Bridging the Gaps between the Right to Explanation and the Right to Be Forgotten

By: Himabindu Lakkaraju, Satyapriya Krishna and Jiaqi Ma

The Right to Explanation and the Right to be Forgotten are two important principles outlined to regulate algorithmic decision making and data usage in real-world applications. While the right to explanation allows individuals to request an actionable explanation for an... View Details

Keywords: Analytics and Data Science; AI and Machine Learning; Decision Making; Governing Rules, Regulations, and Reforms

14 Aug 2023
Blog Post

Crossing the Bridge: A Reflection on the HKS/HBS Joint Degree Program

macroeconomic level. My highlight has been the magic of it all—the special moments with classmates ideating our future aspirations, the surprise guests that show up to class and bring cases to life, and the... View Details

March 1998
Case

Bumper Acquisition (A2), A: Confidential Information for Medallion Capital, Inc.

By: James K. Sebenius and David T. Kotchen

Located in Mundelein, IL, Thermo-Impact, Inc. is a rapidly growing, private firm that manufactures automotive bumpers. In 1995, a number of large automotive supply companies and a private equity investment firm offer to buy Thermo-Impact. The cases in this series focus... View Details

Keywords: Private Equity; Valuation; Negotiation Participants; Decision Making; Negotiation Process; Entrepreneurship; Negotiation Offer; Acquisition; Manufacturing Industry; Auto Industry; Illinois

Find at Harvard

24 Mar 2023
Blog Post

Answering Your Questions About the 2+2 Program

to handle the academic rigor of our MBA program. Why do I need work experience before enrolling? The case method style of learning used by our MBA program relies on exchanging perspectives. Our MBA students... View Details

03 Oct 2023
Research Event

Build the Life You Want: Arthur Brooks and Oprah Winfrey Share Happiness Tips

science matters. We have a class, it's a very popular class at the Harvard Business School. Some of you will take it in the spring if you're HBS students in the MBA program second year. It's called... View Details

Keywords: by HBS Staff

2016
Article

Penalized Fast Subset Scanning

By: Skyler Speakman, Sriram Somanchi, Edward McFowland III and Daniel B. Neill

We present the penalized fast subset scan (PFSS), a new and general framework for scalable and accurate pattern detection. PFSS enables exact and efficient identification of the most anomalous subsets of the data, as measured by a likelihood ratio scan statistic.... View Details

Keywords: Disease Surveillance; Likelihood Ratio Statistic; Pattern Detection; Scan Statistic; Mathematical Methods

Find at Harvard

May 2017
Teaching Note

Partners Group: Ain't No Mountain High Enough

By: Nori Gerardo Lietz

Partners Group (PG), a Swiss-based PE manager, initiated a series of strategic shifts and evolved from a predominately fund-of-funds manager into a large, multi-asset class PE firm focused on direct investments. PG was the first PE firm to go public in 2006. A number... View Details

Keywords: Business Model; Entrepreneurship; Management Practices and Processes; Private Equity