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March 2024
Case

Unintended Consequences of Algorithmic Personalization

By: Eva Ascarza and Ayelet Israeli

“Unintended Consequences of Algorithmic Personalization” (HBS No. 524-052) investigates algorithmic bias in marketing through four case studies featuring Apple, Uber, Facebook, and Amazon. Each study presents scenarios where these companies faced public criticism for... View Details

Keywords: Race; Gender; Marketing; Diversity; Customer Relationship Management; Prejudice and Bias; Customization and Personalization; Technology Industry; Technology Industry; United States

28 Apr 2015
Blog Post

3 Reasons Engineers Thrive at Business School

the scientific merit or understand manufacturability. I am often asked to help friends understand the technology better, and evaluate the business plan. They gain leadership skills and a broader perspective on business Carol: I loved my... View Details

April 2019
Case

Afterpay U.S.: The Omnichannel Dilemma

By: Antonio Moreno, Donald Ngwe and George Gonzalez

In 2018, Nick Molnar, the founder of the Australia-based online payment service Afterpay began its expansion to the U.S. market. The service had gained a loyal following in Australia by enabling customers to pay for online purchases through four interest-free... View Details

30 May 2023
News

Finding PRIDE

constituted the center of my world.” It wasn’t easy to be gay in the 1970s—not that it ever was. Anita Bryant was spewing vitriol, Harvey Milk was murdered in November 1978, and six months later I was ostracized and driven out of my View Details

Keywords: Colleges, Universities, and Professional Schools; Educational Services

May 2001 (Revised January 2003)
Case

Calpine Corporation: The Evolution from Project to Corporate Finance

By: Benjamin C. Esty and Michael Kane

In early 1999, Calpine Corp.'s CEO Pete Cartwright adopted an aggressive growth strategy with the goal of increasing the company's aggregate generating capacity from approximately 3,000 to 15,000 megawatts (MW) by 2004. He believed there was a fleeting opportunity to... View Details

Keywords: Information Technology; Cost of Capital; Project Finance; Adaptation; Profit; Financial Strategy; Corporate Finance; Energy Industry; United States

04 Oct 2022
What Do You Think?

Have Managers Underestimated the Need for Face-to-Face Contact?

over organizations. That power was fueled by both a talent shortage and the ability of tech-aided talent to become more effective working remotely. Technology will continue to enhance remote work. But will the talent shortage continue?... View Details

Keywords: by James Heskett

01 Dec 2022
News

Singing to the Corn

his work. A paper he’d written, using game theory to explore the liberalization of telecoms, was the ticket to his first job at Metropolitan Fiber Systems; an early project involved analyzing the best stock exchange for the company to go... View Details

Keywords: Julia Hanna; photographed by Vance Jacobs; Agriculture

22 Nov 2016
First Look

November 22, 2016

and the University of California, Berkeley were in the middle of a contentious patent dispute over which entity controlled a breakthrough gene editing technology called CRISPR-Cas9. With CRISPR-Cas9, scientists might soon be able to cure... View Details

Keywords: Sean Silverthorne

May 2002 (Revised October 2002)
Case

Telewest Communications plc

By: Lynda M. Applegate and Laure Mougeot Stroock

Created in 1992, Telewest has become the second largest broadband communication provider in the United Kingdom, offering telephone, cable television, and cable Internet services, as well as television and online content to the U.K. entertainment market. The first to... View Details

Keywords: Entrepreneurship; Technological Innovation; Growth and Development Strategy; Industry Structures; Competition; Competitive Strategy; Expansion; Telecommunications Industry; Europe; United Kingdom

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March 2016 (Revised November 2020)
Case

Tableau

By: Boris Vallee

Matrix Capital Management, a long-short equity hedge fund based in Waltham, Massachusetts, is assessing its investment in Tableau, a data visualization company. Tableau, which conducted an IPO a few years ago, has been experiencing substantial growth as it aims at... View Details

Keywords: Hedge Fund; Long-short Equity; Growth Investing; Growth and Development Strategy; Investment; Valuation; Technology; Technology Industry; Waltham

April 1993 (Revised July 1994)
Case

MathSoft, Inc. (A)

By: V. Kasturi Rangan

MathSoft's VP of sales has doubled the size of the company's direct field sales force to support the launch of a new, high-end workstation software product priced at almost $9,000. However, sales of the new product are far below plan. At the same time, the VP of... View Details

Keywords: Information Technology; Corporate Entrepreneurship; Applications and Software; Communication Strategy; Salesforce Management; Marketing Channels; Advertising; Product Launch; Information Technology Industry; Information Technology Industry; United States

March 2016
Teaching Note

Catalina in the Digital Age

By: Uma R. Karmarkar and Robert J. Dolan

"Catalina in the Digital Age" considers how a company with a dominant market position should evolve its established product lines given the rise of novel digital technologies. Since its founding in 1983, Catalina had enjoyed a distinct position in the world of consumer... View Details

Keywords: Coupons; Information Technology; Customer Relationship Management; Consumer Behavior; Product Marketing; Retail Industry

27 Oct 2015
News

Sweet Success

trying to protect the forest,” he stresses. The company uses quarter-inch taps and marks the position of the tap on each tree every year to avoid re-tapping in the same place twice. “We adhere strictly to best practices for forestry,”... View Details

Keywords: Deborah Blagg

March 2000 (Revised January 2001)
Case

Microsoft's Vega Project: Developing People and Products

By: Christopher A. Bartlett and Meg Wozny

With a focus on Matt MacLellan and his careful development as a project manager under his boss and mentor, Jim Kaplan, the case describes the evolution of Microsoft's human-resource philosophies and policies and illustrates how they work in practice to provide the... View Details

Keywords: Human Resources; Competitive Advantage; Retention; Personal Development and Career; Organizational Design; Information Technology; Motivation and Incentives; Leadership Development

2024
Working Paper

Scaling Core Earnings Measurement with Large Language Models

By: Matthew Shaffer and Charles CY Wang

We study the application of large language models (LLMs) to the estimation of core earnings, i.e., a firm's persistent profitability from its core business activities. This construct is central to investors' assessments of economic performance and valuations. However,... View Details

Keywords: Large Language Models; AI and Machine Learning; Accounting; Profit; Corporate Disclosure; Analytics and Data Science; Measurement and Metrics

SSRN

21 May 2007
Research & Ideas

Fixing the Marketing-CEO Disconnect

marketing function and the C-suite often drift apart, resulting in a disconnect between the overall strategy of the company and what marketing understands to be the actual needs of customers. One result is that View Details

Keywords: by Sean Silverthorne

March 2023
Case

Azenta Life Sciences: The Road to Transformation

By: Gary P. Pisano and Catherine Piner

When the Board brought Steve Schwartz in as President of Brooks Automation in 2010, they gave him a clear mission: strengthen the company’s core semiconductor equipment business and find a new industry to enter. Over the course of the next decade, Schwartz and the... View Details

Keywords: Transformation; Business and Shareholder Relations; Market Entry and Exit; Organizational Change and Adaptation; Segmentation; Technology Industry

March 2002 (Revised June 2005)
Case

AOL Time Warner, Inc.

By: Stephen P. Bradley and Erin Sullivan

AOL Time Warner, which has been billed as the "first fully integrated media and communications company of the Internet Century," raises the fundamental question of how value will be created and captured by the merger of AOL and Time Warner. This case describes just how... View Details

Keywords: Mergers and Acquisitions; Internet and the Web; Value Creation; Organizational Culture; Consolidation; Change Management; Telecommunications Industry; Media and Broadcasting Industry; United States