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Show Results For
- All HBS Web
(7,496)
- People (19)
- News (1,277)
- Research (4,928)
- Events (79)
- Multimedia (45)
- Faculty Publications (3,640)
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- 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
- January 23, 2019
- Other Article
A New Model Of Business Education
By: P. Tufano
Tufano, P. "A New Model Of Business Education." Poets & Quants (January 23, 2019).
- April 1987
- Article
Testing in Models of Asymmetric Information
By: David S. Scharfstein and Barry Nalebuff
Scharfstein, David S., and Barry Nalebuff. "Testing in Models of Asymmetric Information." Review of Economic Studies (April 1987): 265–277.
- 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
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.)
- 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
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.
- 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
- 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
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.
- 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
Iansiti, Marco, and Alison Berkley Wagonfeld. "Model N Inc." Harvard Business School Case 604-015, July 2003. (Revised October 2013.)
- 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
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
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.)
- 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
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.)
- 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
Wang, Charles C.Y., and Albert Shin. "Residual Income Valuation Model." Harvard Business School Background Note 122-070, January 2022.
- August 2020 (Revised September 2020)
- Technical Note
Assessing Prediction Accuracy of Machine Learning Models
By: Michael W. Toffel, Natalie Epstein, Kris Ferreira and Yael Grushka-Cockayne
The note introduces a variety of methods to assess the accuracy of machine learning prediction models. The note begins by briefly introducing machine learning, overfitting, training versus test datasets, and cross validation. The following accuracy metrics and tools... View Details
Keywords: Machine Learning; Statistics; Econometric Analyses; Experimental Methods; Data Analysis; Data Analytics; Forecasting and Prediction; Analytics and Data Science; Analysis; Mathematical Methods
Toffel, Michael W., Natalie Epstein, Kris Ferreira, and Yael Grushka-Cockayne. "Assessing Prediction Accuracy of Machine Learning Models." Harvard Business School Technical Note 621-045, August 2020. (Revised September 2020.)
- 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
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.
- 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
Feeley, Thomas W., and Namita Seth Mohta. "Transitioning Payment Models: Fee-for-Service to Value-Based Care." NEJM Catalyst (November 8, 2018).
- 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
Casadesus-Masanell, Ramon, and Joan E. Ricart. "Competing through Business Models (A)." Harvard Business School Module Note 708-452, January 2008. (Revised August 2009.)
- Article
What Kind of Corporate Modeling Functions Best?
By: R. H. Hayes and R. L. Nolan
Keywords: Business Ventures
Hayes, R. H., and R. L. Nolan. "What Kind of Corporate Modeling Functions Best?" Harvard Business Review 52, no. 3 (May–June 1974).
- January 2003
- Article
A Multivariate Model of Strategic Asset Allocation
By: Luis M. Viceira, John Y. Campbell and Y. Lewis Chan
Viceira, Luis M., John Y. Campbell, and Y. Lewis Chan. "A Multivariate Model of Strategic Asset Allocation." Journal of Financial Economics 67, no. 1 (January 2003): 41–80. (Click here for Appendix. Winner of the second 2003 Fama/DFA Prize for Capital Markets and Asset Pricing.)
- 2010
- Chapter
Improving Models of Euro Area Money Demand
By: Bjoern Fischer and Huw Pill
Fischer, Bjoern, and Huw Pill. "Improving Models of Euro Area Money Demand." Chap. 3 in Enhancing Monetary Analysis, edited by Lucas Papademos and Jürgen Stark, 131–206. European Central Bank, 2010.
- 2015
- Chapter
A Corporate View of Business Model Innovations
By: Ramon Casadesus-Masanell, Joan E. Ricart and Jorge Tarzijan
Casadesus-Masanell, Ramon, Joan E. Ricart, and Jorge Tarzijan. "A Corporate View of Business Model Innovations." Chap. 4 in Business Model Innovation: The Organizational Dimension, edited by Nicolai J. Foss and Tina Saebi, 64–84. Oxford University Press, 2015.