Publications

2023
Article

Probabilistically Robust Recourse: Navigating the Trade-offs between Costs and Robustness in Algorithmic Recourse

By: Martin Pawelczyk, Teresa Datta, Johannes van-den-Heuvel, Gjergji Kasneci and Himabindu Lakkaraju

As machine learning models are increasingly being employed to make consequential decisions in real-world settings, it becomes critical to ensure that individuals who are adversely impacted (e.g., loan denied) by the predictions of these models are provided with a means... View Details

Keywords: AI and Machine Learning; Decision Choices and Conditions; Mathematical Methods

Read Now

September 2007
Case

Tetra Pak Argentina

By: Tarun Khanna, Krishna G. Palepu and Gustavo A. Herrero

Deals with the hands-on management of a difficult situation facing the subsidiary of a multinational corporation (Tetra Pak) in a developing country (Argentina). The situation arises from a major economic, social, and institutional breakdown that jeopardizes the... View Details

Keywords: Developing Countries and Economies; Financial Crisis; Currency Exchange Rate; Sovereign Finance; Multinational Firms and Management; Crisis Management; Business and Government Relations; Argentina

January 2011 (Revised June 2011)
Case

Fixed Income Arbitrage in a Financial Crisis (A): US Treasuries in November 2008

Investment manager James Franey confronts an apparent arbitrage opportunity during the global financial crisis of 2008 when he notices a wide yield spread between two U.S. Treasury bonds that mature on the same date. Franey must decide if there is an opportunity, how... View Details

Keywords: Bonds; Valuation; Interest Rates; Financial Crisis; Financial Services Industry; United States

2001
Chapter

Publicly Funded Science and the Productivity of the Pharmaceutical Industry

By: Rebecca Henderson and Ian Cockburn

U.S. taxpayers funded $14.8 billion of health related research last year, four times the amount that was spent in 1970 in real terms. In this paper we evaluate the impact of these huge expenditures on the technological performance of the pharmaceutical industry. While... View Details

Keywords: Public Sector; Science-Based Business; Research and Development; Sovereign Finance; Pharmaceutical Industry

Find at Harvard

Read Now

TeachingInterests

Decision Making Under Uncertainty

By: David E. Bell

Many of the decisions we face are made complicated by having uncertain consequences: how should I set my inventory when I don’t know what demand will be, should I refinance my mortgage when rates might go lower, how big a bet shall I make in a new business, and so... View Details

30 Jun 2009
First Look

First Look: June 30

inflation-indexed bond markets in the U.S. and the U.K. It documents a massive decline in long-term real interest rates from the 1990s until 2008, followed by a sudden spike in these View Details

Keywords: Martha Lagace

07 Nov 2023
Research & Ideas

When Glasses Land the Gig: Employers Still Choose Workers Who 'Look the Part'

job, says Isamar Troncoso, assistant professor of business administration at Harvard Business School. They often turn to photos when they must compare two final candidates with comparable skills. “It was from my own experience as a user on these platforms and realizing... View Details

Keywords: by Scott Van Voorhis

October 2020
Case

HOPE and Transformational Lending: Netflix Invests in Black Led Banks

By: John D. Macomber and Janice Broome Brooks

Following the killing of George Floyd on Memorial Day in 2020, the large US corporation Netflix elected to make a "transformational deposit" of $10 million into Hope Credit Union (HCU), a small Black led community development finance institution (CDFI) based in... View Details

Keywords: Banking; Rural Entrepreneurship; Economic Development; Black Entrepreneurs; Economic Growth; Credit; Banks and Banking; Entrepreneurship; Rural Scope; Development Economics; Race; Investment; Decision Making; Banking Industry

September 2004 (Revised May 2006)
Case

Bohemian Crowns: Ceskoslovenska Obchodni Banka (A)

By: Rawi E. Abdelal, Vincent Dessain and Monika Stachowiak

Tells the story of the Czech transition from a centrally planned to a free market economy, describing the first economic reforms, the fixed-exchange rate regime, and the voucher privatization. Also explains why, in the middle of the 1990s, the Czech Republic... View Details

Keywords: History; Currency Exchange Rate; Credit; Government Administration; Decisions; Economic Systems; Expansion; Mergers and Acquisitions; Developing Countries and Economies; Banks and Banking; Banking Industry; Czech Republic

01 Jan 2024
Blog Post

Answers to Your Top Questions about Financial Aid at HBS

you can expect your second year need-based HBS Scholarship to be similar to what you received in your first year. 8. What is the difference between a scholarship and a loan? An HBS Scholarship is a need-based award made possible by real... View Details

December 2019
Case

WeWork Files for an IPO

By: Lynn S. Paine and Will Hurwitz

For the board of The We Company—better known as WeWork—August 14, 2019, promised to be a pivotal day. It was then that WeWork’s IPO prospectus, known as an S-1 filing, would be made public, giving potential investors, the media, and the general public a window into the... View Details

Keywords: Capital Structure; Corporate Accountability; Corporate Governance; Going Public; Leadership; Management; Private Equity; Valuation; Venture Capital; Real Estate Industry; Real Estate Industry; United States

14 Nov 2007
First Look

First Look: November 14, 2007

sectors beyond the original bath soap category. The development causes the brand team to take a fresh look at the clichés of the beauty industry. The result is the controversial Real Beauty campaign. As the campaign unfolds, Unilever... View Details

Keywords: Martha Lagace

14 Jan 2008
Research & Ideas

Mapping Polluters, Encouraging Protectors

and interpreting data about industrial environment performance because it brings together information about companies' environmental management, provided voluntarily by managers in real time, with companies' pollution data from the U.S.... View Details

Keywords: by Martha Lagace; Manufacturing; Chemical

Forthcoming
Article

Half the Firms, Double the Profits: Public Firms' Transformation, 1996–2022

By: Mark J. Roe and Charles C.Y. Wang

The number of public firms in the United States has halved since the beginning of the twenty-first century, causing consternation among corporate and securities law regulators. The dominant explanations, often advanced by Securities and Exchange commissioners when... View Details

Keywords: Corporate Law; Securities Regulation; Sarbanes-Oxley Act; Concentration Levels; Antitrust; Initial Public Offering; Public Ownership; Private Equity; Venture Capital; Mergers and Acquisitions; Monopoly; United States

SSRN

01 Sep 2023
News

Bless this Stress

National Geographic for Disney+/Craig Parry In the first episode of the National Geographic docuseries Limitless with Chris Hemsworth, Modupe Akinola (MBA 2001/PhDOB 2009) and the Australian actor gaze across downtown Sydney to a skyscraper in the distance, teetering... View Details

Keywords: Jen McFarland Flint; Business Schools & Computer & Management Training; Educational Services

Program

Family Office Wealth Management—Virtual

gaps Explore the full range of investment opportunities Apply frameworks for evaluating unique investment opportunities for family real estate, niche assets, emerging markets, public market ideas, and startup/venture-backed investments... View Details

Web

Live from Klarman Hall - Alumni

Nasdaq US Exchanges Jonathan Zittrain George Bemis Professor of International Law Harvard Law School Creativity in AI with Music Explore the transformative impact of AI on music in this session, which offers an inside look at the creative... View Details

September 2009 (Revised December 2009)
Supplement

Genzyme Center (C)

By: Michael W. Toffel and Aldo Sesia

Genzyme Corporation is in the midst of planning its new corporate headquarters, which incorporates many innovative green building features. After learning that the building as planned would likely earn a LEED Silver rating, an intermediate score in the LEED green... View Details

Keywords: Environmental Sustainability; Corporate Social Responsibility and Impact; Standards; Cost vs Benefits; Real Estate Industry; Real Estate Industry; Real Estate Industry; Real Estate Industry