Publications

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In industry after industry, data, analytics, and AI-driven processes are transforming the nature of work. While we often still treat AI as the domain of a specific skill, business function, or sector, we have entered a new era in which AI is challenging the very... View Details

13 Mar 2018
News

Shakespeare and Company is Coming Back to the West Side and the Village

2021
Working Paper

Time and the Value of Data

By: Ehsan Valavi, Joel Hestness, Newsha Ardalani and Marco Iansiti

Managers often believe that collecting more data will continually improve the accuracy of their machine learning models. However, we argue in this paper that when data lose relevance over time, it may be optimal to collect a limited amount of recent data instead of... View Details

Keywords: Economics Of AI; Machine Learning; Non-stationarity; Perishability; Value Depreciation; Analytics and Data Science; Value

SSRN

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January 2002 (Revised September 2002)
Case

Corporate Renewal in America

By: Bruce R. Scott and Thomas S. Mondschean

Discusses various macroeconomic, regulatory, technological, and financial forces that led to increased corporate restructuring in the United States beginning in the mid-1980s. The U.S. financial system is often viewed as the most developed in the world and a model for... View Details

Keywords: Performance Evaluation; Corporate Governance; Macroeconomics; Economic Systems; Restructuring; Markets; Private Sector; Corporate Finance; Germany; Japan; United States

04 Aug 2011
Working Paper Summaries

A Dynamic Perspective on Ambidexterity: Structural Differentiation and Boundary Activities

Keywords: by Sebastian Raisch & Michael L. Tushman

January 2011 (Revised October 2014)
Case

Dropbox: 'It Just Works'

By: Thomas R. Eisenmann, Michael Pao and Lauren Barley

Dropbox is a venture-backed Silicon Valley startup, founded in 2006, that provides online storage and backup services to millions of customers using a "freemium" (free + premium offers) business model. The case recounts Dropbox's history from conception through... View Details

Keywords: Business Model; Growth and Development Strategy; Management Practices and Processes; Distribution; Product Design; Product Development; Internet; Service Industry; California

February 2008 (Revised August 2008)
Case

Quanta Computer and the One Laptop Per Child Initiative

By: Willy Shih, Chintay Shih and Jyun-Chen Wang

When Quanta Computer, Inc., the world's largest manufacturer of laptop computers, first joined the One Laptop Per Child (OLPC) initiative, it faced a challenge trying to balance the cost objectives of a laptop computer targeted at children of the developing world with... View Details

Keywords: For-Profit Firms; Disruptive Innovation; Demand and Consumers; Supply Chain; Partners and Partnerships; Nonprofit Organizations; Hardware

September 2010 (Revised January 2012)
Case

Mobile Banking for the Unbanked

By: V. Kasturi Rangan and Katharine Lee

The case describes in detail the workings of two mobile banking operators in Africa—WIZZIT in South Africa and M-PESA in Kenya. It explores the dimensions of strategy that make for success in the market for the unbanked. It raises questions regarding the portability of... View Details

Keywords: Business Model; Financial Institutions; Disruptive Innovation; Marketing Strategy; Corporate Strategy; Banking Industry; Kenya; South Africa

August 2022
Supplement

Sweet Teez Bakery: Projecting the Dough’s Rise Financial Supplement

By: Emily R. McComb, Mel Martin and Amy Klopfenstein

Abstract: In 2021, the HBS Impact Investment Fund student team met with entrepreneur Teresa Maynard, who had applied for a $25,000 impact investment loan. The students thought the former Harvard Data Scientist’s bakery business, Sweet Teez Bakery, showed promise.... View Details

Keywords: Impact Investment; Entrepreneurship; Social Entrepreneurship; Finance; Investment; Goods and Commodities; Financial Reporting; Small Business; Food and Beverage Industry; Massachusetts; United States

February 2008 (Revised December 2023)
Case

Digital Music: From MP3 to Streaming

By: Willy Shih

The emergence of the MP3 file-based music format not only disrupted the market for portable audio players, it also impacted the business models of major record labels. Modularity, and the commoditization spillover enabled by modularity in the personal computer... View Details

Keywords: Recording; Digital Devices; Digital Media; Digital Music; Digital; Digital Economics; Consumer Electronics; Customer Value and Value Chain; Disruptive Innovation; Technological Innovation; Information Technology; Music Industry; Technology Industry; Electronics Industry; United States

September – October 2011
Article

The Rise and Consequences of Corporate Sustainability Reporting

By: Ioannis Ioannou and George Serafeim

For many decades the cornerstone of corporate reporting has been financial information that is presented in a company's annual, semi-annual, and quarterly reports. These comprehensive financial reports—required by law for public companies in most countries... View Details

Keywords: Sustainability; ESG Reporting; Governing Rules, Regulations, and Reforms; Annual Reports; Operations; Strategy; Business and Shareholder Relations; Business and Stakeholder Relations; Performance; Business Model; Corporate Social Responsibility and Impact; Corporate Disclosure

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2003
Case

E-Business Innovation at Cisco

By: Vijay Govindarajan, Philip Anderson, Chris Trimble and Katrina Veerman

As of March 2001, Cisco Systems prides itself as an "end-to-end networking company." The phrase describes not only their product line but the way they run their business. They created many of the e-business practices that later became cornerstones of the software... View Details

Keywords: Technology Networks; Technological Innovation; Innovation and Management; Business Strategy; Web Services Industry

24 Jan 2024
Op-Ed

Why Boeing’s Problems with the 737 MAX Began More Than 25 Years Ago

older airplane models at the expense of all-new aircraft. Secondly, in 2001 Condit moved Boeing’s headquarters from its original home in Seattle to Chicago—all to gain $60 million in state and local tax credits over 20 years. With none of... View Details

Keywords: by Bill George; Air Transportation; Transportation; Aerospace

March 2022
Supplement

Pakistan Rising: Bazaar's Growth Story (B)

By: Paul A. Gompers and Gamze Yucaoglu

The case opens in January 2022 as Hamza Jawaid and Saad Jangda, co-founders of Bazaar technologies (Bazaar), the Pakistani high growth B2B e-commerce marketplace, are looking over the performance of the newly launched “buy now, play later” feature. The traction looks... View Details

Keywords: B2B; Business Model; Emerging Markets; For-Profit Firms; Strategy; Digital Platforms; Information Technology; Value Creation; Globalization; Competition; Expansion; Profit; Resource Allocation; Diversification; Corporate Strategy; Pakistan

23 Nov 2010
Working Paper Summaries

Growth Through Heterogeneous Innovations

Keywords: by Ufuk Akcigit & William R. Kerr; Technology

2024
Working Paper

Public Sector SME Grading System in Emerging Markets: A Focus on Nigeria

By: Saveshen Pillay, Anywhere Sikochi, Charles Odii, Zaakirah Ismail, Regina Bamaiyi and Denise Mubaiwa

In this paper, we explore the impact of creating a public sector nano, micro, small and medium enterprise (nMSME) grading system in Nigeria. Using insights from work with the Nigerian government, the first country in Africa to attempt to establish a public sector SME... View Details

Keywords: Small Business; Economic Growth; Emerging Markets; Economic Sectors; Africa; Nigeria

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March 2010 (Revised November 2010)
Case

Pandora Radio: Fire Unprofitable Customers?

By: Willy C. Shih and Halle Alicia Tecco

Pandora Radio is at a crossroads. Founder Tim Westergren has just been told by a well known VC to get rid of his unprofitable customers in order to get his costs down, but Westergren is not sure that such actions are consistent with his company's business model.... View Details

Keywords: Business Model; Customer Satisfaction; Music Entertainment; Venture Capital; Profit; Growth and Development Strategy; Consumer Behavior; Internet; Media and Broadcasting Industry

July 1990 (Revised October 1992)
Case

Consolidated Equipment Co.

By: Samuel L. Hayes III

A mature company seeks to rejuvenate itself with internal R&D and external acquisitions. It has developed a DCK model for analyzing the value of a proposed acquisition. A rewritten version of an earlier case by J.K. Butters. View Details

Keywords: Organizational Change and Adaptation; Valuation; Business Growth and Maturation; Research and Development; Acquisition; Capital Budgeting