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- Article
Soul and Machine (Learning)
By: Davide Proserpio, John R. Hauser, Xiao Liu, Tomomichi Amano, Burnap Alex, Tong Guo, Dokyun (DK) Lee, Randall Lewis, Kanishka Misra, Eric Schwarz, Artem Timoshenko, Lilei Xu and Hema Yoganarasimhan
Machine learning is bringing us self-driving cars, medical diagnoses, and language translation, but how can machine learning help marketers improve marketing decisions? Machine learning models predict extremely well, are scalable to “big data,” and are a natural fit to...
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- July 2020 (Revised September 2020)
- Case
Property Finder's Strategy for Online Classifieds in the MENA Region
By: Krishna G. Palepu, Gamze Yucaoglu and Fares Khrais
The case opens in 2020 as Michael Lahyani, founder and CEO of Property Finder, Dubai’s leading online real estate classifieds portal, contemplates the company’s five-year growth strategy.
Since its founding in 2005 in the United Arab Emirates (UAE), Property... View Details
Since its founding in 2005 in the United Arab Emirates (UAE), Property... View Details
- April 2020
- Article
Long-term Firm Growth: An Empirical Analysis of U.S. Manufacturers 1959–2015
By: Giovanni Dosi, Marco Grazzi, Daniele Moschella, Gary P. Pisano and Federico Tamagni
Firm growth is an essential feature of market economies, shaping together macroeconomic performance and the evolution of industry structures. As a potential indicator of organizational “fitness” within a competitive environment, firm growth is also a central concern to...
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Keywords:
Firm Growth;
Organizations;
Growth and Development;
Theory;
Analysis;
Production;
Data and Data Sets
- 2020
- Working Paper
Shaping Nascent Industries: Innovation Strategy and Regulatory Uncertainty in Personal Genomics
By: Cheng Gao and Rory McDonald
In nascent industries—whose new technologies are often poorly understood by regulators—contending with regulatory uncertainty can be crucial to organizational survival and growth. Prior research on nonmarket strategy largely focuses on established firms in mature...
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- March 2020
- Case
Sizmek Chapter 11: Surviving Walled Gardens in Their Ad Tech Empire
By: Ayelet Israeli, Danilo Tauro and Sarah Gulick
This case provides a post-mortem of the advertising technology (adtech) company Sizmek. Sizmek grew via multiple acquisitions, with the vision of becoming an integrated adtech company that could leverage AI to buy digital media, while creating and serving display and...
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- December 2019
- Case
CME Group in 2019
By: José B. Alvarez, Forest Reinhardt and Natalie Kindred
Chicago-based CME Group is the world’s largest futures and options marketplace, with annual trading volume of over 4.8 billion contracts in 2018. This case is set in late 2019, as heightened perceptions of risk stemming from the U.S.-China trade war are driving record...
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- December 2019 (Revised March 2020)
- Case
Impossible Foods
By: Jose B. Alvarez and Natalie Kindred
Impossible Foods founder and CEO Pat Brown started the company out of concern over livestock production’s impact on climate change. Impossible’s mission is to end consumption of animals by 2035, and its strategy is to develop and market plant-based foods so similar to...
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Keywords:
Agribusiness;
Food;
Consumer Behavior;
Behavior;
Venture Capital;
Technological Innovation;
Innovation Strategy;
Entrepreneurship;
Marketing Strategy;
Distribution;
Production;
Product Development;
Product Positioning;
Growth Management;
Global Strategy;
Competition;
Climate Change;
Environmental Sustainability;
Animal-Based Agribusiness;
Agriculture and Agribusiness Industry;
Technology Industry;
Food and Beverage Industry;
Consumer Products Industry;
United States;
China;
Asia;
California;
Hong Kong;
Taiwan
- October 2019
- Case
A Conversation with Ellen J. Kullman, Chairman & CEO of DuPont, 2009-2015
By: Lynn S. Paine and Will Hurwitz
Ellen J. Kullman, the retired Chairman and CEO of DuPont, describes how she guided the storied science and technology company through a contentious proxy battle with activist investor Trian Partners, which acquired DuPont shares in 2013 and sought to break up the...
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- October 2019 (Revised January 2020)
- Case
NewView Capital and Venture Capital Secondaries
By: Shai Bernstein, Ramana Nanda and Allison Ciechanover
While still a general partner at Silicon Valley–based New Enterprise Associates (NEA), Ravi Viswanathan considered the challenges presented by evolving market dynamics in the venture capital space. Startups were staying private longer, which led to limited partners...
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- 2018
- Working Paper
The Limitations of Dynamic Capabilities
By: David J. Collis and Bharat Anand
The concept of dynamic capabilities draws its theoretical basis from two classic traditions within the strategy field—the resource-based view of the firm (RBV) (Wernerfelt, 1984) and market positioning (Porter, 1996). A dynamic capability qualifies as a source of...
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- September 2019
- Article
Optimizing Reserves in School Choice: A Dynamic Programming Approach
By: Franklyn Wang, Ravi Jagadeesan and Scott Duke Kominers
We introduce a new model of school choice with reserves in which a social planner is constrained by a limited supply of reserve seats and tries to find an optimal matching according to a social welfare function. We construct the optimal distribution of reserves via a...
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- August 2019
- Article
When and How to Diversify—A Multicategory Utility Model for Personalized Content Recommendation
By: Yicheng Song, Nachiketa Sahoo and Elie Ofek
Sometimes we desire change, a break from the same or an opportunity to fulfill different aspects of our needs. Noting that consumers seek variety, several approaches have been developed to diversify items recommended by personalized recommender systems. However,...
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- 2020
- Working Paper
To Infinity and Beyond: Scaling Economic Theories via Logical Compactness
By: Yannai A. Gonczarowski, Scott Duke Kominers and Ran I. Shorrer
Many economic-theoretic models incorporate finiteness assumptions that, while introduced for simplicity, play a real role in the analysis. Such assumptions introduce a conceptual problem, as results that rely on finiteness are often implicitly nonrobust; for example,...
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- December 2018
- Article
Cross-boundary Teaming for Innovation: Integrating Research on Teams and Knowledge in Organizations
By: Amy C. Edmondson and Jean-François Harvey
Cross-boundary teaming, within and across organizations, is an increasingly popular strategy for innovation. Knowledge diversity is seen to expand the range of views and ideas that teams can draw upon to innovate. Yet, case studies reveal that teaming across knowledge...
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- 2018
- Working Paper
Design Rules, Volume 2: How Technology Shapes Organizations: Chapter 7 The Value Structure of Technologies, Part 2: Technical and Strategic Bottlenecks as Guides for Action
The purpose of this chapter is to present analytic tools based on functional maps that can be used to identify investment opportunities and to formulate strategy in large, evolving technical systems. I argue that the points of value creation and value capture in a...
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- May 2018 (Revised June 2018)
- Case
Ashar Group: Brokers and Co-opetition in the Life Settlement Industry
By: Alexander Braun, Lauren H. Cohen, Christopher J. Malloy and Jiahua Xu
Connecting life insurance policyholders with potential investors (called Life Settlement Providers), Ashar Group plays a pivotal role in the industry. Its current position is, however, increasingly being challenged by consumer-direct models, led by major providers...
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- 2018
- Working Paper
Zig-Zagging Your Way to Transformative Impact
By: V. Kasturi Rangan and Tricia Gregg
Achieving transformative impact has been much discussed by social entrepreneurs, funders, and consultants. These discussions have focused on issues of increasing impact and scale, but often with no clear distinction between the two terms. In order to provide clarity,...
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- January–February 2018
- Article
The Leader's Guide to Corporate Culture: How to Manage the Eight Critical Elements of Organizational Life
By: Boris Groysberg, Jeremiah Lee, Jesse Price and J. Yo-Jud Cheng
Executives are often confounded by culture, because much of it is anchored in unspoken behaviors, mindsets, and social patterns. But when properly managed, culture can help them achieve change and build organizations that will thrive in even the most trying times. In...
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- December 2017 (Revised January 2018)
- Case
Alltech
By: David E. Bell and Natalie Kindred
Alltech was a Lexington, Kentucky–based producer of supplements for animal feed, with revenues of over $2 billion (projected to reach $3 billion in 2018), sales in 120 countries, 5,000 employees, and 100 manufacturing plants worldwide. For nearly four decades, Alltech...
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Keywords:
Alltech;
United States;
Agribusiness;
Agriculture;
Animal;
Animal Agriculture;
Animal Feed;
Livestock;
Family Business;
Vertical Integration;
Strategy;
Growth;
Feed Additives;
Feed Supplements;
Kentucky;
Growth Strategy;
Family Businesses;
Animal-Based Agribusiness;
Acquisition;
Business Growth and Maturation;
Business Model;
Change Management;
Trends;
Governance;
Entrepreneurship;
Growth and Development;
Intellectual Property;
Leadership;
Management;
Markets;
Organizational Culture;
Private Ownership;
Science;
Quality;
Risk and Uncertainty;
Research;
Sales;
Agriculture and Agribusiness Industry;
Pharmaceutical Industry;
United States;
Kentucky;
Brazil;
China
- October 2017
- Article
Elevating Repositioning Costs: Strategy Dynamics and Competitive Interactions
By: Anoop R. Menon and Dennis Yao
This paper proposes an approach for modeling competitive interactions that incorporates the costs to firms of changing strategy. The costs associated with strategy modifications, which we term “repositioning costs,” are particularly relevant to competitive interactions...
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