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  • All HBS Web  (7,458)
    • People  (19)
    • News  (1,273)
    • Research  (4,908)
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  • March 2011
  • Case

MorphoSys AG: The Evolution of a Biotechnology Business Model

By: Gary P. Pisano, Ryan Johnson and Carin-Isabel Knoop
In the biotech world, the 18-year-old Munich-based company MorphoSys was a rarity: it was profitable. The company achieved this profitability not by developing and selling its own drugs, but by licensing access to its proprietary library of human antibodies. Recently,... View Details
Keywords: Business Model; Profit; Intellectual Property; Rights; Risk Management; Digital Platforms; Product Development; Business and Shareholder Relations; Vertical Integration; Biotechnology Industry; Munich
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Pisano, Gary P., Ryan Johnson, and Carin-Isabel Knoop. "MorphoSys AG: The Evolution of a Biotechnology Business Model." Harvard Business School Case 611-046, March 2011.
  • June 2011 (Revised August 2012)
  • Case

Coca-Cola in 2011: In Search of a New Model

By: David B. Yoffie and Renee Kim
Muhtar Kent, CEO of the Coca-Cola Company, faced a critical decision in 2011 after closing a $12 billion deal to buy its troubled North America bottling operations from its biggest bottler, Coca-Cola Enterprises. The decision was prompted by several changes in the U.S.... View Details
Keywords: Beverage Industry; Strategic Positioning; Mergers And Acquisitions; Competition; Business Model; Vertical Integration; Competitive Strategy; Corporate Strategy; Franchise Ownership; Investment; Food and Beverage Industry; United States
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Yoffie, David B., and Renee Kim. "Coca-Cola in 2011: In Search of a New Model." Harvard Business School Case 711-504, June 2011. (Revised August 2012.)
  • June 2007
  • Tutorial

Congruence Model Tutorial

By: Christopher Marquis and Alison Comings
Utilizes Beer & Tushman's SMA: Microelectronic Products Division (A) case to explore O'Reilly and Tushman's congruence model. Participants learn about the model through a series of video presentations and become familar with the problems facing SMA through an... View Details
Keywords: Problems and Challenges; Mathematical Methods; Electronics Industry
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"Congruence Model Tutorial." Harvard Business School Tutorial 407-703, June 2007.
  • July 2003 (Revised October 2013)
  • Case

Model N Inc.

By: Marco Iansiti and Alison Berkley Wagonfeld
The CEO of a Silicon Valley start-up needed to make organizational and product changes to deliver a new software solution to a Fortune 500 customer. He was wondering how he should structure the company to best meet the requirements for this particular customer, while... View Details
Keywords: Business Model; Business Startups; Trends; Communication; Customer Focus and Relationships; Selection and Staffing; Time Management; Organizational Change and Adaptation; Business Strategy; Software; Computer Industry
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Iansiti, Marco, and Alison Berkley Wagonfeld. "Model N Inc." Harvard Business School Case 604-015, July 2003. (Revised October 2013.)
  • 9 Dec 2016
  • Conference Presentation

Discovering Unknown Unknowns of Predictive Models

By: Himabindu Lakkaraju, Ece Kamar, Rich Caruana and Eric Horvitz
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Lakkaraju, Himabindu, Ece Kamar, Rich Caruana, and Eric Horvitz. "Discovering Unknown Unknowns of Predictive Models." Paper presented at the 30th Annual Conference on Neural Information Processing Systems (NIPS), Workshop on Reliable Machine Learning in the Wild, Barcelona, Spain, December 9, 2016.
  • 18 Nov 2005
  • Other Presentation

New Models of Health Care II

By: Michael E. Porter
Keywords: Health
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Porter, Michael E. "New Models of Health Care II." Institute for Strategy and Competitiveness, Boston, MA, November 18, 2005.
  • 2022
  • Working Paper

Machine Learning Models for Prediction of Scope 3 Carbon Emissions

By: George Serafeim and Gladys Vélez Caicedo
For most organizations, the vast amount of carbon emissions occur in their supply chain and in the post-sale processing, usage, and end of life treatment of a product, collectively labelled scope 3 emissions. In this paper, we train machine learning algorithms on 15... View Details
Keywords: Carbon Emissions; Climate Change; Environment; Carbon Accounting; Machine Learning; Artificial Intelligence; Digital; Data Science; Environmental Sustainability; Environmental Management; Environmental Accounting
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Serafeim, George, and Gladys Vélez Caicedo. "Machine Learning Models for Prediction of Scope 3 Carbon Emissions." Harvard Business School Working Paper, No. 22-080, June 2022.
  • Article

Toward a Model of Business Unit Performance

By: Richard G. Hamermesh
Keywords: Business Ventures; Performance
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Hamermesh, Richard G. "Toward a Model of Business Unit Performance." Academy of Management Review 6, no. 2 (April 1981).
  • February 2016
  • Supplement

Models of Endowment Management: King's College, Cambridge

By: David Chambers, Elroy Dimson, Luis M. Viceira and Elena Corsi
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Chambers, David, Elroy Dimson, Luis M. Viceira, and Elena Corsi. "Models of Endowment Management: King's College, Cambridge." Harvard Business School Spreadsheet Supplement 216-704, February 2016.
  • 2009
  • Other Book

A Test of a Company's Business Model

By: Kenneth A. Merchant and Tatiana Sandino
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Merchant, Kenneth A., and Tatiana Sandino. A Test of a Company's Business Model. Chartered Institute of Management Accountants, 2009.
  • March 2012 (Revised April 2012)
  • Case

The Korean Model of Shared Growth, 1960-1990

By: Aldo Musacchio, Rafael Di Tella and Jonathan Schlefer
Keywords: History; Equality and Inequality; Income; Economic Growth; Policy; Economy; South Korea
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Musacchio, Aldo, Rafael Di Tella, and Jonathan Schlefer. "The Korean Model of Shared Growth, 1960-1990." Harvard Business School Case 712-052, March 2012. (Revised April 2012.)
  • 2000
  • Chapter

A Model of Creativity and Innovation in Organizations

By: T. M. Amabile
Keywords: Creativity; Innovation and Invention; Organizational Design; Organizational Change and Adaptation
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Amabile, T. M. "A Model of Creativity and Innovation in Organizations." In Research in Organizational Behavior. Vol. 22, edited by B. Staw and R. Sutton. Elsevier Science, 2000.
  • April 2006
  • Background Note

Designing Sustainable Service Models

By: Frances X. Frei
Taught as the second module in a Harvard Business School course on Managing Service Operations. Addresses the challenge of designing service models that effectively incorporate a customer operating role, as well as how to align operations to deliver value to both the... View Details
Keywords: Business Model; Customers; Design; Managerial Roles; Consumer Behavior; Service Operations; Power and Influence; Value
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Frei, Frances X. "Designing Sustainable Service Models." Harvard Business School Background Note 606-031, April 2006.
  • 1980
  • Working Paper

Components of Manufacturing Inventories: A Structural Model of the Production Process

By: Alan J. Auerbach and Jerry R. Green
This paper presents a structural model of production and inventory accumulation based on the hypothesis of cost minimization. It differs from previous attempts in several respects. First, it integrates the analysis of input inventories with output inventories, treating... View Details
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Auerbach, Alan J., and Jerry R. Green. "Components of Manufacturing Inventories: A Structural Model of the Production Process." NBER Working Paper Series, No. 491, June 1980.
  • November 8, 2018
  • Article

Transitioning Payment Models: Fee-for-Service to Value-Based Care

By: Thomas W. Feeley and Namita Seth Mohta
In a survey of the NEJM Catalyst Insights Council in July 2018, 42% of respondents say they think value-based reimbursement models will be the primary revenue model for U.S. health care. Indeed, this transition is already happening. Respondents report that a quarter of... View Details
Keywords: Payment Methods; Value-based Healthcare Reimbursements; Health Care and Treatment; Value; Transformation
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Feeley, Thomas W., and Namita Seth Mohta. "Transitioning Payment Models: Fee-for-Service to Value-Based Care." NEJM Catalyst (November 8, 2018).
  • 2010
  • Working Paper

A New Model of Leadership (PDF File of Keynote Slides)

By: Michael C. Jensen and Allan L. Scherr
In this paper we provide a new definition of leadership that gives organizations and individuals access to new power, performance and accomplishment. In our model leadership consists of four critical elements The creation of a vision for the future that represents a... View Details
Keywords: Forecasting and Prediction; Knowledge Dissemination; Leadership; Goals and Objectives; System
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Jensen, Michael C., and Allan L. Scherr. "A New Model of Leadership (PDF File of Keynote Slides)." Harvard Business School Working Paper, No. 07-107, February 2010.
  • December 2019
  • Article

Invest in Information or Wing It? A Model of Dynamic Pricing with Seller Learning

By: Guofang Huang, Hong Luo and Jing Xia
Pricing idiosyncratic products is often challenging because the seller, ex ante, lacks information about the demand for individual items. This paper develops a model of dynamic pricing for idiosyncratic products that features the optimal stopping structure and a seller... View Details
Keywords: Dynamic Pricing; Idiosyncratic Products; Item-specific Demand; Demand Uncertainty; Active Seller Learning; The Value Of Information; Price; Information; Value; Learning
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Huang, Guofang, Hong Luo, and Jing Xia. "Invest in Information or Wing It? A Model of Dynamic Pricing with Seller Learning." Management Science 65, no. 12 (December 2019): 5556–5583.
  • June 2020
  • Article

Parallel Play: Startups, Nascent Markets, and the Effective Design of a Business Model

By: Rory McDonald and Kathleen Eisenhardt
Prior research advances several explanations for entrepreneurial success in nascent markets but leaves a key imperative unexplored: the business model. By studying five ventures in the same nascent market, we develop a novel theoretical framework for understanding how... View Details
Keywords: Search; Legitimacy; Organizational Innovation; Organizational Learning; Mechanisms And Processes; Institutional Entrepreneurship; Qualitative Methods; Business Model Design; Business Model; Business Startups; Entrepreneurship; Emerging Markets; Adaptation; Competition; Strategy
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McDonald, Rory, and Kathleen Eisenhardt. "Parallel Play: Startups, Nascent Markets, and the Effective Design of a Business Model." Administrative Science Quarterly 65, no. 2 (June 2020): 483–523.
  • May 2017 (Revised September 2018)
  • Case

Hilti Fleet Management (A): Turning a Successful Business Model on Its Head

By: Ramon Casadesus-Masanell, Oliver Gassmann and Roman Sauer
This case explores the introduction of fleet management in the construction industry by the premium power tools manufacturer Hilti in 2000. Following its customers’ needs, Hilti moved from selling power tools to leasing them as a service. The introduction of the new... View Details
Keywords: Hilti; Business Model Innovation; BMI; Fleet Management; Decision-making; Implementation; Power Tools Industry; Business Model; Restructuring; Transformation; Transition; Customer Value and Value Chain; Customer Focus and Relationships; Construction; Innovation and Invention; Leasing; Strategy; Decision Making; Construction Industry; Switzerland; Liechtenstein; Germany; Austria; Europe; United States; Asia; Brazil; China; Japan; Hong Kong
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Casadesus-Masanell, Ramon, Oliver Gassmann, and Roman Sauer. "Hilti Fleet Management (A): Turning a Successful Business Model on Its Head." Harvard Business School Case 717-427, May 2017. (Revised September 2018.)
  • 2023
  • Article

Provable Detection of Propagating Sampling Bias in Prediction Models

By: Pavan Ravishankar, Qingyu Mo, Edward McFowland III and Daniel B. Neill
With an increased focus on incorporating fairness in machine learning models, it becomes imperative not only to assess and mitigate bias at each stage of the machine learning pipeline but also to understand the downstream impacts of bias across stages. Here we consider... View Details
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Ravishankar, Pavan, Qingyu Mo, Edward McFowland III, and Daniel B. Neill. "Provable Detection of Propagating Sampling Bias in Prediction Models." Proceedings of the AAAI Conference on Artificial Intelligence 37, no. 8 (2023): 9562–9569. (Presented at the 37th AAAI Conference on Artificial Intelligence (2/7/23-2/14/23) in Washington, DC.)
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