Publications

Predictive model development is understudied despite its importance to modern businesses. Although prior discussions highlight advances in methods (along the dimensions of data, computing power, and algorithms) as the primary driver of model quality, the value of... View Details

June 2024
Module Note

Value Creation Potential of New Business Models

By: David J. Collis

A business model is composed of three elements. These describe a generic way of creating value and identify the maximum potential value of that model for customers. The elements of a business model are the “job to be done” for the customer, the asset configuration, or... View Details

Keywords: Business Model; Corporate Strategy; Mission and Purpose; Competitive Strategy; Value Creation

August 2013 (Revised November 2013)
Case

Ford vs. GM: The Evolution of Mass Production (A)

By: Willy Shih

This case explores the very different paths taken by the Ford Motor Company and the General Motors Corporation in the first three decades of the twentieth century. Henry Ford's Model T was a car for the masses. After considerable experimentation, Ford Motor... View Details

Keywords: Innovation; Exploration; Dominant Design; Business Growth and Maturation; Business History; Innovation and Management; Innovation Strategy; Technological Innovation; Leading Change; Growth and Development Strategy; Product Positioning; Product Design; Product Development; Business Strategy; Corporate Strategy; Vertical Integration; Auto Industry; Manufacturing Industry; Michigan

September 2020
Case

Disrupting Justice at RightNow: Persevere, Pivot or Perish

By: Shikhar Ghosh and Amir Reza Rezvani

The case examines the focus of an early stage company, and how an unexpected external incidence can threaten or void the business model. It encompasses issues such as defining and pivoting a business model, organizational requirements for a pivot, investor relations,... View Details

Keywords: Legal Aspects Of Business; Startup; Teams; Pivot; Financing; Entrepreneurship; Law; Venture Capital; Business Startups; Financing and Loans; Business Model; Organizational Change and Adaptation; Legal Services Industry; Germany

2014
Chapter

The Intensive Margin of Technology Adoption

By: Diego A. Comin

We present a tractable model for analyzing the relationship between economic growth and the intensive and extensive margins of technology adoption. The "extensive" margin refers to the timing of a country's adoption of a new technology; the "intensive" margin refers to... View Details

Keywords: Economic Growth; Microeconomics; Cross-Cultural and Cross-Border Issues; Analytics and Data Science; Growth and Development Strategy; Relationships; Technology Adoption

Read Now

11 Mar 2014
Working Paper Summaries

Return Migration and Geography of Innovation in MNEs: A Natural Experiment of On-the-Job Learning of Knowledge Production by Local Workers Reporting to Return Migrants

Keywords: by Prithwiraj Choudhury; Technology

January 2011 (Revised January 2012)
Case

The Case of the Unidentified Healthcare Companies2010

By: Richard Bohmer, Ethan Bernstein, Margarita Krivitski and Srinidhi Reddy

This case presents financial statements and selected ratios for 14 unidentified healthcare organizations and asks that each set of financial information be matched with one of the following healthcare companies: a biotechnology firm, a community nursing company, a... View Details

Keywords: Financial Reporting; Financial Statements; Health Care and Treatment; Health Industry

03 Jan 2011
Research & Ideas

Most Popular Articles of 2010

also examining the tradeoffs inherent in a range of accountability mechanisms. Goals Gone Wild: The Systematic Side Effects of Over-Prescribing Goal Setting Advocates View Details

Keywords: by Staff

2015
Book

Economic Analysis of the Digital Economy

By: Avi Goldfarb, Shane Greenstein and Catherine Tucker

As the cost of storing, sharing, and analyzing data has decreased, economic activity has become increasingly digital. But while the effects of digital technology and improved digital communication have been explored in a variety of contexts, the impact on economic... View Details

Keywords: Information Technology; Economics

Find at Harvard

10 May 2020
News

The Brilliant Success of Shackleton’s Failure

Research Summary

The Process of Managing Business Transformation

By: Richard L. Nolan

Richard L. Nolan is examining the process of business transformation, which he characterizes as the creative destruction of industrial economy management principles and the evolution of a set of workable management principles for the information economy. According to... View Details

January – February 2011
Article

'Bricks and Clicks': The Impact of Product Returns on the Strategies of Multichannel Retailers

By: Elie Ofek, Zsolt Katona and Miklos Sarvary

The Internet has increased the flexibility of retailers, allowing them to operate an online arm in addition to their physical stores. The online channel offers potential benefits in selling to customer segments that value the convenience of online shopping, but it also... View Details

Keywords: Price; Profit; Marketing Channels; Consumer Behavior; Online Technology; Retail Industry

Find at Harvard

Program

Leading and Building a Culture of Innovation

start of the program to receive a full refund. Cancellation or deferral requests received 14 to 30 days prior to the start of the program are subject to a fee View Details

2020
Working Paper

Reinventing Retail: The Novel Resurgence of Independent Bookstores

By: Ryan Raffaelli

This study examines how community-based brick-and-mortar retailers can achieve sustained market growth in the face of online and big box retail competition. The appearance of Amazon.com in 1995 led to a significant decline in the number of independent bookstores in the... View Details

Keywords: Bookstores; Competitive Strategy; Business and Community Relations; Customization and Personalization; Growth and Development; Retail Industry; United States

Read Now

April 2010
Case

School of One: Reimagining How Students Learn

By: Stacey M. Childress, James Weber and Matthew Adams Haldeman

School of One was a start-up with a new approach to learning. Instead of one teacher delivering the entire math curriculum to a class of 20-25 students, School of One utilized a technology platform that allowed several teachers to collectively oversee the learning of a... View Details

Keywords: Entrepreneurship; Learning; Innovation and Invention

November 2019
Supplement

Innovation at Uber: The Launch of Express POOL

By: Chiara Farronato, Alan MacCormack and Sarah Mehta

This multimedia supplement accompanies the case “Innovation at Uber: the Launch of Express POOL” (case no. 619-003). Set in March 2018, the case follows ride-sharing company Uber as it develops and launches a new product called Express POOL. This multimedia supplement... View Details

Keywords: Innovation and Management; Innovation Leadership; Innovation Strategy; Technological Innovation; Information Technology; Mobile and Wireless Technology; Applications and Software; Digital Platforms; Technology Industry; California; San Francisco

2023
Working Paper

Nailing Prediction: Experimental Evidence on the Value of Tools in Predictive Model Development

By: Daniel Yue, Paul Hamilton and Iavor Bojinov

Predictive model development is understudied despite its centrality in modern artificial intelligence and machine learning business applications. Although prior discussions highlight advances in methods (along the dimensions of data, computing power, and algorithms)... View Details

Keywords: Analytics and Data Science