Publications

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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

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

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

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

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

SSRN

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

January 2022
Background Note

Residual Income Valuation Model

By: Charles C.Y. Wang and Albert Shin

This note explains the residual income valuation model (RIM), how it relates to "traditional" valuation models, the intuition behind its use, and empirical research related to its value relevance. RIM is theoretically equivalent to the dividend discount model and the... View Details

Keywords: Residual Income Valuation; Valuation; Research; Theory; Measurement and Metrics; Performance; Financial Management; Business Strategy

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

December 2011 (Revised October 2014)
Background Note

Business Model Analysis for Entrepreneurs

By: Thomas Eisenmann

This note defines a business model and its major elements: a customer value proposition, a technology and operations management plan, a go-to-market plan, and a profit formula. For each element, the note lists questions that an entrepreneur must address when evaluating... View Details

Keywords: Business Model

January 2008 (Revised August 2009)
Module Note

Competing through Business Models (A)

By: Ramon Casadesus-Masanell and Joan E. Ricart

This note defines the concepts of business model and the value loop. It also introduces business model representations and proposes four tests for evaluating business models in isolation. This is the first note in a series of three written for the HBS elective course... View Details

Keywords: Business Model; Competitive Strategy; Value

January 2016
Case

Models of Endowment Management: King's College, Cambridge

By: David Chambers, Elroy Dimson, Luis M. Viceira and Elena Corsi

One of the University of Cambridge's Colleges evaluates different asset management options for their endowment fund. View Details

Keywords: Endowment Management; Financial Management; Management; United Kingdom

2010
Chapter

Improving Models of Euro Area Money Demand

By: Bjoern Fischer and Huw Pill

2015
Chapter

A Corporate View of Business Model Innovations

By: Ramon Casadesus-Masanell, Joan E. Ricart and Jorge Tarzijan

January 2003 (Revised May 2005)
Case

Zipcar: Refining the Business Model

By: Myra M. Hart, Michael J. Roberts and Julia Stevens

Zipcar is a start-up organized around the idea of "sharing" car usage via a membership organization. This case describes several iterations of the Zipcar business model and financial plan. These iterations include a very early version and a version developed just prior... View Details

Keywords: Service Operations; Renting or Rental; Business Model; Business Plan; Entrepreneurship; Economic Growth; Management Skills; Transportation; Business Startups; Financial Strategy; Corporate Finance; Growth and Development Strategy; Transportation Industry; Service Industry

Article

Toward a Model of Business Unit Performance

By: Richard G. Hamermesh

Keywords: Business Ventures; Performance

Find at Harvard

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