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  • All HBS Web  (5,237)
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  • March 2016 (Revised April 2017)
  • Teaching Note

Bridj and the Business of Urban Mobility (A): Introducing a New Model

By: Rosabeth Moss Kanter and Jonathan Cohen
This note is for the purpose of aiding classroom instructors in the use of the Harvard Business School case "Bridj and the Business of Urban Mobility: Introducing a New Model." Instructors may use it to help students understand the challenges that come with disrupting... View Details
Keywords: Startup; Startup Management; Big Data; Smart Transit; Stakeholder Engagement; Stakeholder Management; Urban Vehicle; Mobility; Mass Transit; Uber; Government Relations; Technological Innovation; Analytics and Data Science; Entrepreneurship; Business and Stakeholder Relations; Business Startups; Transportation; Business and Government Relations; Transportation Industry; United States
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Kanter, Rosabeth Moss, and Jonathan Cohen. "Bridj and the Business of Urban Mobility (A): Introducing a New Model." Harvard Business School Teaching Note 316-155, March 2016. (Revised April 2017.)
  • July 2008 (Revised January 2009)
  • Case

Londolozi: Towards a Sustainable Business Model and Ecological Integrity in Southern Africa

By: Rawi E. Abdelal and Thomas Koelble
The Londolozi game viewing reserve in South Africa became a defining icon of ecotourism during the 1990s and early 2000s-that is, a tourist business promoting ecological land management and, at the same time, local economic development. The reserve was in a region in... View Details
Keywords: Developing Countries and Economies; Organizational Change and Adaptation; Business and Community Relations; Business and Government Relations; Environmental Sustainability; Tourism Industry; South Africa
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Abdelal, Rawi E., and Thomas Koelble. "Londolozi: Towards a Sustainable Business Model and Ecological Integrity in Southern Africa." Harvard Business School Case 709-001, July 2008. (Revised January 2009.)
  • 2013
  • Dissertation

Designing Freemium: A Model of Consumer Usage, Upgrade, and Referral Dynamics

By: Clarence Lee, Vineet Kumar and Sunil Gupta
Abstract. Over the past decade "freemium" (free + premium) has become the dominant business model among internet start-ups for its ability to acquire and monetize a large install-base with limited marketing resources. Freemium is a hybrid strategy where a firm offers... View Details
Keywords: Discrete-Continuous Choice Dynamic Structural Models; Bayesian Estimation; Word-of-Mouth; Digital Services; Freemium; Entrepreneurship; Business Model; Motivation and Incentives; Marketing Strategy; Internet and the Web; Consumer Behavior; Marketing Reference Programs; Business Startups
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Lee, Clarence, Vineet Kumar, and Sunil Gupta. "Designing Freemium: A Model of Consumer Usage, Upgrade, and Referral Dynamics." Diss., Harvard Business School, 2013. (Job Market Paper.)
  • February 2007
  • Background Note

BASIX Simulation Model

By: Peter Tufano and Shawn A. Cole
Explains how to use Crystal Ball to simulate the insurance decision in the BASIX case. View Details
Keywords: Insurance; Business Model; Valuation; Decisions; Finance; Insurance Industry
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Tufano, Peter, and Shawn A. Cole. "BASIX Simulation Model." Harvard Business School Background Note 207-108, February 2007.
  • 20 Aug 2024
  • Cold Call Podcast

Angel City Football Club: A New Business Model for Women’s Sports

Keywords: Re: Jeffrey F. Rayport; Sports; Entertainment & Recreation
  • 2017
  • Working Paper

Knowledge Flows within Multinationals—Estimating Relative Influence of Headquarters and Host Context Using a Gravity Model

By: Prithwiraj Choudhury, Mike Horia Teodorescu and Tarun Khanna
From the perspective of a multinational subsidiary, we employ the classic gravity equation in economics to model and compare knowledge flows to the subsidiary from the MNC headquarters and from the host country context. We also generalize traditional economics gravity... View Details
Keywords: Multinationals; Knowledge Flows; Cosine Similarity; Gravity Model; Multinational Firms and Management; Knowledge Dissemination; Business Headquarters; Immigration
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Choudhury, Prithwiraj, Mike Horia Teodorescu, and Tarun Khanna. "Knowledge Flows within Multinationals—Estimating Relative Influence of Headquarters and Host Context Using a Gravity Model." Working Paper, July 2017.
  • February 2025
  • Tutorial

Preparing Business Leaders for an Era of Climate Instability: Understanding and Managing Physical Climate Risk

By: Michael W. Toffel and Spencer Glendon
In this compelling video, Spencer Glendon, founder of Probable Futures and Executive Fellow at Harvard Business School, describes the profound implications of climate change for businesses, the economy, and societies around the world. Drawing from his background in... View Details
Keywords: Modeling; Climate Change; Adaptation; Risk and Uncertainty; Risk Management; Forecasting and Prediction
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Toffel, Michael W., and Spencer Glendon. Preparing Business Leaders for an Era of Climate Instability: Understanding and Managing Physical Climate Risk. Harvard Business School Tutorial 625-709, February 2025. (Click here for HBP Educators link.)
  • December 2008
  • Article

Behavioral Frontiers in Choice Modeling

We review the discussion at a workshop whose goal was to achieve a better integration among behavioral, economic, and statistical approaches to choice modeling. The workshop explored how current approaches to the specification, estimation, and application of choice... View Details
Keywords: Mathematical Methods; Integration; Goals and Objectives; Decision Choices and Conditions; Problems and Challenges; Business Processes; Customers; Behavior; Economics
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Adamowicz, Wiktor, David Bunch, Trudy Ann Cameron, Benedict G.C. Dellaert, Michael Hanneman, Michael Keane, Jordan Louviere, Robert Meyer, Thomas J. Steenburgh, and Joffre Swait. "Behavioral Frontiers in Choice Modeling." Marketing Letters 19, nos. 3/4 (December 2008): 215–219.
  • May 2024
  • Article

Design of Off-Grid Lighting Business Models to Serve the Poor: Field Experiments and Structural Analysis

By: Bhavani Shanker Uppari, Serguei Netessine, Ioanna Popescu and Rowan P. Clarke
A significant proportion of the world's population has no access to grid-based electricity and so relies on off-grid lighting solutions. Rechargeable lamp technology is gaining popularity as an alternative off-grid lighting model in developing countries. In this paper,... View Details
Keywords: Technological Innovation; Developing Countries and Economies; Consumer Behavior; Poverty; Logistics; Business Model; Utilities Industry
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Uppari, Bhavani Shanker, Serguei Netessine, Ioanna Popescu, and Rowan P. Clarke. "Design of Off-Grid Lighting Business Models to Serve the Poor: Field Experiments and Structural Analysis." Management Science 70, no. 5 (May 2024): 3038–3058.
  • August 2015 (Revised February 2017)
  • Case

Bridj and the Business of Urban Mobility (A): Developing a New Model

By: Rosabeth Moss Kanter and Daniel Fox
Bridj, a Boston startup that provides Big Data-powered, "pop-up" bus routes that respond to transportation demand, has been in operation for a little over a year and has recently launched service in Washington, D.C., its second market. Despite media acclaim and... View Details
Keywords: Startup; Startup Management; Big Data; Smart Transit; Stakeholder Engagement; Stakeholder Management; Urban Vehicle; Mobility; Mass Transit; Uber; Government Relations; Technological Innovation; Analytics and Data Science; Entrepreneurship; Business and Stakeholder Relations; Transportation; Business Startups; Management; Business and Government Relations; Transportation Industry; Boston; District of Columbia
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Kanter, Rosabeth Moss, and Daniel Fox. "Bridj and the Business of Urban Mobility (A): Developing a New Model." Harvard Business School Case 316-025, August 2015. (Revised February 2017.)
  • January 2021 (Revised March 2021)
  • Case

Jumia's Path to Profitability

By: Ramon Casadesus-Masanell, Pippa Tubman Armerding and Gamze Yucaoglu
The case opens in September 2019 as Sacha Poignonnec and Jeremy Hodara, co-founders and co-CEOs of Jumia, the leading Pan-African e-commerce platform, are contemplating the company’s path to profitability in the aftermath of a fragile investor sentiment, as the company... View Details
Keywords: Retail; Business Models; Business Model; Business Startups; Emerging Markets; For-Profit Firms; Strategy; Digital Platforms; Information Technology; Technology Adoption; Value Creation; Globalization; Entrepreneurship; Competition; Expansion; Logistics; Profit; Resource Allocation; Diversification; Corporate Strategy; Retail Industry; Technology Industry; Africa
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Casadesus-Masanell, Ramon, Pippa Tubman Armerding, and Gamze Yucaoglu. "Jumia's Path to Profitability." Harvard Business School Case 721-355, January 2021. (Revised March 2021.)
  • May 2021
  • Supplement

Hello Alfred: Come Home Happy — Operating the Business Model Exercise, Instructor Version

By: Joseph B. Fuller and Christopher Payton
On a mission to "automate the on-demand economy," Harvard Business School classmates Marcela Sapone and Jessica Beck launched Hello Alfred in 2013 to provide subscribers with an "Alfred" to complete various chores for a monthly fee. In early 2016, the company has built... View Details
Keywords: Growth and Development Strategy; Internet and the Web; Business Startups; Service Operations; Mobile and Wireless Technology; Service Industry; New York (city, NY); Boston
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Fuller, Joseph B., and Christopher Payton. "Hello Alfred: Come Home Happy — Operating the Business Model Exercise, Instructor Version." Harvard Business School Spreadsheet Supplement 321-707, May 2021.
  • November 2000
  • Case

Model E: An Incubated Enterprise

By: Myra M. Hart
Provides a close-up view of an entrepreneurial search for opportunity, the role of incubators in the process, and the development of a viable business concept. Also depicts the changes made to the business concept as new people (with new expertise and experience) are... View Details
Keywords: Business Model; Transformation; Entrepreneurship; Human Resources; Problems and Challenges; Internet and the Web
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Hart, Myra M. "Model E: An Incubated Enterprise." Harvard Business School Case 801-257, November 2000.
  • 08 Sep 2016
  • Working Paper Summaries

A Model of Credit Market Sentiment

Keywords: by Robin Greenwood, Samuel G. Hanson, and Lawrence J. Jin; Financial Services
  • August 2013 (Revised September 2015)
  • Case

Coursera

By: Ramon Casadesus-Masanell and Hyunjin Kim
By providing free and open-access online courses at a large scale, Massive Open Online Course (MOOC) platforms seek to innovate the business models of the traditional higher education industry. In a little over a year, Coursera had grown at a rapid rate to emerge as a... View Details
Keywords: Business Models; Strategy; Competition; Business Model; Internet and the Web; Higher Education; Competitive Advantage; Education Industry
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Casadesus-Masanell, Ramon, and Hyunjin Kim. "Coursera." Harvard Business School Case 714-412, August 2013. (Revised September 2015.)
  • March 2007 (Revised December 2007)
  • Background Note

Alleviating Poverty and Malnutrition: Successful Models

By: Ray A. Goldberg, Laura Winig and Kerry Herman
Provides successful models of private-public sector cooperatives in alleviating poverty and malnutrition. View Details
Keywords: Business Model; Nutrition; Cooperative Ownership; Business and Government Relations; Non-Governmental Organizations; Poverty; Welfare
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Goldberg, Ray A., Laura Winig, and Kerry Herman. "Alleviating Poverty and Malnutrition: Successful Models." Harvard Business School Background Note 907-412, March 2007. (Revised December 2007.)
  • May 2014
  • Article

Making 'Freemium' Work: Many Start-ups Fail to Recognize the Challenges of This Popular Business Model

By: Vineet Kumar
The article discusses the "freemium" business model, which is used by some Internet businesses and smartphone application developers to give users free basic features of a digital product and access to premium functionality for a subscription fee. The discussion topics... View Details
Keywords: Freemium; Startups; Product Design; Business Model; Marketing; Business Startups
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Kumar, Vineet. "Making 'Freemium' Work: Many Start-ups Fail to Recognize the Challenges of This Popular Business Model." Harvard Business Review 92, no. 5 (May 2014): 27–29.
  • Article

How to Shift from Selling Products to Selling Services

By: Doug J. Chung
Only a few years ago, most software companies sold seat licenses for their products, charging customers on the basis of head count. But today, software is typically provided using cloud-based software-as-a-service (SaaS) models that charge customers fees for... View Details
Keywords: SaaS Business Models; Sales; Management; Business Model; Salesforce Management; Applications and Software; Customer Relationship Management
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Chung, Doug J. "How to Shift from Selling Products to Selling Services." Harvard Business Review 99, no. 2 (March–April 2021): 48–52.
  • January 1988 (Revised March 1995)
  • Supplement

Digital Equipment Corp.: The Endpoint Model (C2)

By: David A. Garvin
To follow Digital Equipment Corp.: The Endpoint Model (C1). Students must assess what their next steps would be as plant manager and group manufacturing manager. View Details
Keywords: Factories, Labs, and Plants; Business Model; Business or Company Management; Production; Technology; Technology Industry
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Garvin, David A. "Digital Equipment Corp.: The Endpoint Model (C2)." Harvard Business School Supplement 688-063, January 1988. (Revised March 1995.)
  • December 2012 (Revised January 2015)
  • Technical Note

Early Career LBOs Using the Search Fund Model

By: Howard Stevenson, Michael Roberts and Jim Sharpe
The funded search model is one alternative for individuals who, at some point in their career, want to run their own companies. This note looks at the funded search, as a means to entrepreneurship through acquisition and describes the path to buy and run a business... View Details
Keywords: Search Funds; Search; Entrepreneurial Finance; Investor Behavior; Career Planning; Entrepreneurial Management; Fundraising; Negotiation; Entrepreneurship; Capital Structure; Borrowing and Debt; Personal Development and Career; Private Ownership; Acquisition; Finance; Leveraged Buyouts
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Stevenson, Howard, Michael Roberts, and Jim Sharpe. "Early Career LBOs Using the Search Fund Model." Harvard Business School Technical Note 813-119, December 2012. (Revised January 2015.)
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