Publications

02 Aug 2017
Working Paper Summaries

Machine Learning Methods for Strategy Research

Keywords: by Mike Horia Teodorescu

August 2011 (Revised November 2017)
Case

Adaptive Engineering, LLC

By: Richard S. Ruback and Royce Yudkoff

The owner and CEO of Adaptive Engineering was facing an important decision: should he focus on rebuilding its core professional services business which had generated significant revenue and cash flow over the past several years, or should he focus on developing and... View Details

Keywords: Leadership; Growth and Development Strategy; Decision Making; Technology Industry; Technology Industry

Research Summary

Building Small Business Utopia: How Artificial Intelligence and Big Data Can Increase Small Business Success

Small business lending has remained unchanged for decades, laden with frictions and barriers that prevent many small businesses from accessing the capital they need to succeed. Financial technology, or “fintech,” promises to change this trajectory. In 2010, new fintech... View Details

16 May 2000
Research & Ideas

Getting the Message: How the Internet is Changing Advertising

the ad and be taken to a Web site where she can learn more about the product and purchase it. The entire process—from ad to purchase—might take less than five minutes. In addition to streamlining the flow of information and transactions,... View Details

Keywords: by Susan Young

August 2019 (Revised March 2023)
Case

Rand Fishkin at Moz (A)

By: Thomas R. Eisenmann

In 2016, senior management at Moz, a venture capital–backed startup providing software tools for digital marketing professionals, must decide how to address a looming cash flow crisis precipitated by failed efforts to broaden its product line. Seattle-based Moz had... View Details

Keywords: Startups; Scaling; Entrepreneurship; Failure; Business Startups; Diversification; Growth Management; Technology Industry

29 Sep 2010
Working Paper Summaries

Medium Term Business Cycles in Developing Countries

Keywords: by Diego Comin, Norman Loayza, Farooq Pasha & Luis Serven

August 2023
Case

WayCool: Reimagining the Food Supply Chain

By: Paul Gompers and Kairavi Dey

Founded in 2015, WayCool, is an Indian agri-tech start-up that built a B2B operation acquiring fruits and vegetables from product-specific agriculture companies and small-holding farmers. It sold them to business customers, such as local retail stores, restaurants, and... View Details

Keywords: Agribusiness; Digital Transformation; Operations; Business Strategy; Supply Chain; Performance; Business Startups; Growth and Development Strategy; Agriculture and Agribusiness Industry; Food and Beverage Industry; Technology Industry; Web Services Industry; Asia; South Asia

February 2001 (Revised April 2001)
Background Note

Note on Valuing Private Businesses

By: Dwight B. Crane and Indra Reinbergs

This case provides a brief overview of valuation for owners of closely held companies. The focus is on a comparable transactions approach, although rules of thumb and discounted cash flow are mentioned. Earnings multiples and their drivers are discussed. It uses... View Details

Keywords: Earnings Management; Finance; Cash Flow; Analytics and Data Science; Private Ownership; Valuation

2006
Other Unpublished Work

Does Competition Increase Patent Litigation? Empirical Evidence of Strategic Patenting in the Telecom Equipment Industry

By: Juan Alcacer and Rachelle C. Sampson

Anecdotal evidence suggests that patent litigation has increased in the last 20 years as firms in knowledge intensive industries use patents more frequently to protect their knowledge stocks and managers focus on extracting new revenue streams from existing patent... View Details

Keywords: Patents; Competition; Lawsuits and Litigation

June 2001
Case

GE's Early Dispute Resolution Initiative (A)

By: Michael A. Wheeler and Gillian Morris

GE's chief litigation counsel sought to rationalize litigation flow by viewing it as a manufacturing process. By applying the principles of Six Sigma, P.D. Villareal created an Early Dispute Resolution (EDR) system that enabled both lawyers and managers to work... View Details

Keywords: Corporate Governance; Governing Rules, Regulations, and Reforms; Lawsuits and Litigation; Six Sigma; Organizational Change and Adaptation; Problems and Challenges; Conflict and Resolution; Technology Industry; Technology Industry; United States

April 2017
Teaching Note

DoubleDutch

By: Frank Cespedes

This Teaching Note accompanies HBS No. 815-044 “DoubleDutch” in which the co-founders of the event management start-up, DoubleDutch, have to make a significant decision about their young company's sales function. The teaching note covers: Opportunity analysis,... View Details

Keywords: Sales Management; Selling; Marketing Management; Strategy Implementation; Business Marketing; Salesforce Management; Marketing; Sales; Marketing Strategy; Strategy; Entrepreneurship; Business Startups; Technology Industry; United States; Europe; Asia

23 Mar 2020
Research & Ideas

Product Disasters Can Be Fertile Ground for Innovation

discovered that the error was made a year before when it had reconfigured a scanner to improve doctors’ ability to see blood flow in the brain. More than 200 patients had suffered the same fate, receiving up to eight times the normal dose... View Details

Keywords: by Michael Blanding; Health; Medical Devices & Supplies

June 2025
Case

TagHive: Edtech Pricing and Distributor Decisions

By: Isamar Troncoso, Frank V. Cespedes and Stacy Straaberg

Education technology (edtech) company TagHive, founded in 2017, used a direct sales team and third-party distributors to sell its Class Saathi hardware and software solution to 300 clients, mainly primary and secondary schools in India. The product aimed to improve... View Details

February 2001 (Revised June 2001)
Case

ClubTools, Inc.

By: Paul W. Marshall and Kristin Perry

Discusses the development of an Internet start-up by a recent HBS graduate. Details the company's business plan, incubation, technology development, marketing strategy, and search for funding. View Details

Keywords: Business Startups; Business Plan; Cash Flow; Marketing Strategy; Financing and Loans; Technological Innovation; Internet and the Web; Forecasting and Prediction

Find at Harvard

09 Oct 2012
First Look

First Look: October 9

end Rolex offerings. Only 14 weeks before year end, he is reviewing the timing of his cash flows and the impact that various promotion options will have on his ability to place the initial order for Swatch inventory and deal with this... View Details

Keywords: Sean Silverthorne

24 Sep 2001
Research & Ideas

Why the Internet Doesn’t Change Everything

technologies allow information to flow seamlessly and invisibly across national borders, they make it very difficult for governments to do many of the things to which they have grown accustomed. Governments... View Details

Keywords: by Debora L. Spar

March 2012 (Revised September 2012)
Case

INRIX

By: Lynda M. Applegate and Ryan Johnson

Since its founding in 2004, INRIX, a leading global provider of traffic information and driver services, had received four rounds of financing from leading venture capital (VC) firms and by 2012 had been cash flow positive for the past six quarters. Its founder, Bryan... View Details

Keywords: Entrepreneurship; Leadership; Business Growth and Maturation; Business Exit or Shutdown; Business Startups; Organizational Structure; Mobile and Wireless Technology; Competitive Strategy; Information Technology Industry; Information Technology Industry; Washington (state, US)

18 Dec 2008
Working Paper Summaries

Concentration Levels in the U.S. Advertising and Marketing Services Industry: Myth vs. Reality

Keywords: by Alvin J. Silk & Charles King III; Advertising

Article

Visualizing and Measuring Software Portfolio Architecture: A Power Utility Case

By: Robert Lagerström, Carliss Y. Baldwin and Alan MacCormack

In this paper, we test a Design Structure Matrix (DSM) based method for visualizing and measuring software portfolio architectures. Our data is drawn from a power utility company, comprising 192 software applications with 614 dependencies between them. We show that the... View Details

Keywords: Applications and Software; Infrastructure; Utilities Industry