Publications

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Article

Faithful and Customizable Explanations of Black Box Models

By: Himabindu Lakkaraju, Ece Kamar, Rich Caruana and Jure Leskovec

As predictive models increasingly assist human experts (e.g., doctors) in day-to-day decision making, it is crucial for experts to be able to explore and understand how such models behave in different feature subspaces in order to know if and when to trust them. To... View Details

Keywords: Interpretable Machine Learning; Black Box Models; Decision Making; Framework

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October 2011 (Revised July 2012)
Case

ATR KimEng Financial Corporation

By: Li Jin, Michael Shih-ta Chen and Dawn Lau

ATR KimEng is a Philippino asset management business. It is making an important decision on its own strategy going forward: should it stay independent, or be taken over by a large bank in the region. Through this case, we discuss the financial service industry in South... View Details

Keywords: Asset Management; Mergers and Acquisitions; Capital Markets; Investment; Financial Services Industry; Philippines

June 2005 (Revised July 2006)
Case

fortu PowerCell GmbH

By: Michael J. Roberts, William A. Sahlman, Vincent Dessain, Monika Stachowiak and Anders Sjoman

Describes the financing, strategy, and growth decisions facing fortu, a young German battery company. The company is contemplating a facility in East Germany, where state subsidies make the finances appealing. A sudden offer to license fortu technology for application... View Details

Keywords: Technological Innovation; Financing and Loans; Business Startups; Growth and Development Strategy; Battery Industry; Germany

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23 Nov 2013
News

It’s complicated

09 Apr 2012
News

HBS Prof. Publishes Book on Start-Ups

Program

Families in Business

Extend your network by living and working with accomplished executives from various backgrounds, industries, and countries around the globe Build relationships with a diverse group of peers who can provide wide-ranging insights into your business challenges and career... View Details

May 2010
Article

Does Product Market Competition Lead Firms to Decentralize?

By: Nicholas Bloom, Raffaella Sadun and John Van Reenen

There is a widespread sense that over the last two decades firms have been decentralizing decisions to employees further down the managerial hierarchy. Economists have developed a range of theories to account for delegation, but there is less empirical evidence,... View Details

Keywords: Product; Markets; Competition; Business Ventures; Geographic Location; Employees; Research; Programs; Decisions

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Program

Transforming Customer Experiences

industries, and countries across the globe Build relationships with a diverse group of peers who can provide wide-ranging insights into your business challenges and career decisions Who Should Attend Senior executives in either B2C or B2B... View Details

29 Aug 2011
Research & Ideas

Decoding Insider Information and Other Secrets of Old School Chums

spent several years unlocking the power of school ties, studying how these social connections affect important decisions and, ultimately, help shape the economy. Their research shows that it's possible to make better stock picks simply by... View Details

Keywords: by Carmen Nobel; Financial Services

05 Sep 2023
News

Thriving After Failing: How to Turn Your Setbacks Into Triumphs

December 2022
Case

To Feed the Planet: Juan Luciano at ADM

By: Joshua D. Margolis, David E. Bell, Damien McLoughlin, Stacy Straaberg and James Weber

In December 2022, Juan Luciano, Chairman and CEO of agribusiness and nutrition giant ADM, considered the next phase of the historic company’s future. Beginning in 2011 when he joined as COO and moving into his tenure as CEO in 2015, Luciano led a transformation of ADM... View Details

December 1999
Case

Sendwine.com

By: Thomas R. Eisenmann, Charmaine C Ess and Ann A. O'Hara

Sendwine.com, an online retailer of premium gifts of wine by the bottle, faced decisions about its growth strategy in mid-1999. Mike Lannon, president and founder, had established his company as a prominent player in an increasingly crowded field. But with success came... View Details

Keywords: Decision Choices and Conditions; Venture Capital; Financial Strategy; Problems and Challenges; Luxury; Diversification; Internet; Web Services Industry

20 Feb 2018
First Look

First Look at New Research and Ideas, February 20, 2018

https://www.hbs.edu/faculty/Pages/item.aspx?num=50575 Trade Creditors' Information Advantage By: Ivashina, Victoria, and Benjamin Iverson Abstract—Using information on the sales of debt claims for 132 U.S. Chapter 11 bankruptcy cases, we show that large trade... View Details

Keywords: Sean Silverthorne

June 2012
Case

Microsoft IT India

By: Willy C. Shih, Margaret Pierson, Alexander Down, William Gustave Jair-Shemuel Jurist, Diego Medicina and Helen Wang

Raj Biyani faced tough challenges managing Microsoft IT India: leading a remote development organization in which key decisions were made in Redmond, and managing an organization that was perceived as less strategic than its sister Microsoft India Development Center... View Details

Keywords: Organizational Development; Cross-functional Management; Foreign Subsidiaries; Strategy Alignment; Organizational Behavior; Indian Software Development; Global Distributed R＆D; Software Industry; Organizational Structure; Research and Development; Operations; Leadership; Globalized Firms and Management; Business Subsidiaries; Information Technology; Applications and Software; Technology Industry; India

October 1976 (Revised October 1985)
Case

Washington Post (A)

Concerns the 1975 strike of the pressmen against the Washington Post. Illustrates the importance of past practices of both unions and management and collective bargaining. Also illustrates implementation problems associated with new technologies as well as problems... View Details

Keywords: Management Practices and Processes; Labor Unions; Journalism and News Industry; District of Columbia

October 1995 (Revised September 1996)
Case

Dell Computer Corporation

By: Das Narayandas and V. Kasturi Rangan

Traces the evolution of the personal computer industry over the last 20 years and uses this as a backdrop to look at how Dell Computer Corp. grew from a small start-up to a multi-billion-dollar company in a decade. Dell is now faced with a set of decisions on the... View Details

Keywords: Industry Growth; Competitive Strategy; Profit; Computer Industry

15 Sep 2009
News

Why a Lehman deal would not have saved us

May 2002 (Revised October 2002)
Case

Dell--New Horizons

By: V. Kasturi Rangan and Marie Bell

Founded in 1984, Dell Corp. has achieved phenomenal growth, and by 2000 had topped $25 billion in sales and over $2 billion in net income. In the 4th quarter of 2000, however, the PC industry's average 30-year growth rate crashed to a negative 10%. Dell must make... View Details

Keywords: History; Decisions; Product Positioning; Marketing Strategy; Framework; Globalization; Brands and Branding; Computer Industry; Technology Industry; United States

July 2020 (Revised January 2021)
Case

Pattern Brands

By: Sunil Gupta, Elie Ofek and Julia Kelley

In March 2020, direct-to-consumer (DTC) company Pattern Brands needed to decide how to allocate resources across its different brands. Pattern Co-Founders Nick Ling and Emmett Shine hoped to avoid the pitfalls faced by some DTC companies—such as inability to scale and... View Details