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- Article
How Market Power Affects Dynamic Pricing: Evidence from Inventory Fluctuations at Car Dealerships
By: Ayelet Israeli, Fiona Scott Morton, Jorge Silva-Risso and Florian Zettelmeyer
This paper investigates empirically the effect of market power on dynamic pricing in the presence of inventories. Our setting is the auto retail industry; we analyze how automotive dealerships adjust prices to inventory levels under varying degrees of market power. We...
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- January 2022
- Case
Geely SEA: New Electric Vehicle Platforms
By: Willy C. Shih and Shu Lin
Kent Bovellan, the Chief Engineer and Head of the Vehicle Architecture Center for Geely Holding, the Hangzhou, China headquartered global automotive group, was debating the platform choice for an upcoming "D" segment midsized battery electric vehicle (BEV). He had led...
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Keywords:
Product Innovation;
Product Architecture;
Product Engineering;
Platform Design;
Platform Strategy;
Information Infrastructure;
Digital Platforms;
Information Technology;
Product Design;
Product Development;
Cost Management;
Decision Making;
Competitive Strategy;
Industry Structures;
Auto Industry;
China;
Sweden
- December 2021
- Case
Should I Stay or Should I Go? Assessing Risk in Carlos Ghosn's International Escape
By: Eugene F. Soltes, Grace Liu and Muneeb Ahmed
In 2018, automotive tycoon Carlos Ghosn was arrested in Japan on financial misreporting charges, followed later by charges of improper payments and misappropriation of funds. Over a year later, still awaiting trial, Ghosn organized his escape from house arrest in Tokyo...
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- November 2021
- Case
LKQ-Stahlgruber
By: Guhan Subramanian and Caeden Brynie
Through a combination of organic growth and acquisitions, LKQ Corp. became the leading aftermarket auto parts distributor in the U.S. by the early 2000s. Beginning in 2012, the company began similarly consolidating the European marketplace. However, by 2017, the...
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- September 2021
- Case
Tesla Motors in 2021: Competition Revs Up
By: Eric J. Van den Steen, Ramon Casadesus-Masanell and Karen Elterman
Over its 17 years in existence, Tesla had redefined people’s view of electric cars, and in 2020, the company saw its stock rise by more than 700% to became the most valuable carmaker in the world. In December 2020, Tesla celebrated its fifth consecutive quarter of...
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Keywords:
Barrier To Entry;
Competitive Advantage;
Innovation;
Tesla;
Automotive Industry;
Sustainable Competitive Advantage;
Values;
Vision;
Learning By Doing;
Economies Of Scale;
Electric Vehicle;
Scenario Planning;
Batteries;
Competitive Strategy;
Product Positioning;
Profit;
Competition;
Industry Growth;
Auto Industry
- March 2021
- Supplement
Toyota and Its Labor Union in Argentina (C)
By: Jorge Tamayo, Erik Snowberg and Jenyfeer Martinez Buitrago
Toyota Argentina (TASA) and the union representing automotive industry workers in the country had been working together since 2011 to address the challenges faced by Toyota’s manufacturing plant in Zárate (Argentina). In 2019, after achieving all the goals set forward...
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- January 2021
- Case
Toyota and Its Labor Union in Argentina (A)
By: Jorge Tamayo, Erik Snowberg and Jenyfeer Martinez Buitrago
In 2011, Daniel Herrero, CEO of Toyota Argentina (TASA) since 2010, was about to meet with the Secretary-General of the union representing automotive industry workers in the country. The company produced vehicles in Argentina since 1997 at their plant at Zárate, and,...
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- January 2021 (Revised March 2021)
- Supplement
Toyota and Its Labor Union in Argentina (B)
By: Jorge Tamayo, Erik Snowberg and Jenyfeer Martinez Buitrago
Toyota Argentina (TASA) and the union representing automotive industry workers in the country had been working together since 2011 to address the challenges faced by Toyota’s manufacturing plant in Zárate (Argentina). The strategy for moving forward was built on an...
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- January 2021 (Revised March 2022)
- Teaching Note
Maritz Automotive
By: Ashley V. Whillans and Lamar Pierce
This case focuses on Charlotte Blank, the Chief Behavioral Officer at Maritz, as she tries to assist a major automotive manufacturer (CarCo) with increasing their sales by prepaying monthly bonuses to independently franchised car dealers and clawing them back if the...
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- January 2021 (Revised May 2021)
- Case
Aptiv PLC Board of Directors (A)
By: Lynn S. Paine and Will Hurwitz
Aptiv’s board must decide whether a joint venture with an auto maker is the right next step in the company’s efforts to develop and commercialize a production-ready autonomous driving system. While many commentators believed that Aptiv’s self-driving technologies had...
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Keywords:
Automotive Industry;
Bankruptcy Reorganization;
Board Of Directors;
Board Committees;
Board Decisions;
Board Dynamics;
Corporate Boards;
Innovation And Strategy;
Legal Aspects Of Business;
Spin Off;
Strategic Alliances;
Strategic Change;
Strategic Evolution;
Supplier Relationships;
Technological Change;
Corporate Governance;
Governing and Advisory Boards;
Innovation Strategy;
Going Public;
Joint Ventures;
Leadership;
Restructuring;
Technological Innovation;
Transformation;
Auto Industry;
Europe;
United States
- June 2020
- Teaching Note
Brand Storytelling at Shinola
By: Jill Avery, Giana M. Eckhardt and Michael Beverland
Detroit, Michigan, aka “The Motor City,” is known as the birthplace of most of the American classic automotive brands. It is a city filled with the rich history of the industrial age, the pride of American manufacturing, and of the soulful sounds of Motown music. It is...
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- May 2020 (Revised August 2020)
- Case
Brand Storytelling at Shinola
By: Jill Avery, Giana M. Eckhardt and Michael B. Beverland
Detroit, Michigan, aka “The Motor City,” is most known as the birthplace of most of the American classic automotive brands. It is a city filled with the rich history of the industrial age, the pride of American manufacturing, and of the soulful sounds of Motown music....
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- March 2020 (Revised November 2020)
- Case
Maritz Automotive
By: Brian Hall, Lamar Pierce and Ashley V. Whillans
- March 2020
- Case
ZEISS Group: Organize by Customer Culture?
By: Willy C. Shih
How should ZEISS, the German manufacturer of precision optical and optoelectronic systems manage two historic businesses that operated fairly autonomously? The Industrial Quality Solutions (IQS) business sold measurement equipment to manufacturing companies in sectors...
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- October 2019
- Case
Feeling Machines: Emotion AI at Affectiva
By: Shane Greenstein and John Masko
In 2016, Affectiva—a Boston-based emotion AI software company with a long track record of building emotion-sensing software for market research—had attempted to expand into new verticals by releasing a mobile software development kit (SDK) that downloaders could adapt...
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- October 2019
- Teaching Note
Designing Executive Compensation at Kongsberg Automotive (A) and (B)
By: Suraj Srinivasan and Jonah Goldberg
Teaching Note for HBS Nos. 119-009 and 119-010.
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- October 2019
- Supplement
Designing Executive Compensation at Kongsberg Automotive Teaching Note Supplement
By: Suraj Srinivasan
- March 2019 (Revised May 2019)
- Case
Growth Investing at Totem Point
By: Suraj Srinivasan, Charles C.Y. Wang and Jonah Goldberg
The case describes the investment of hedge fund, Totem Point Management in Analog Semiconductors (ADI) as a way to discuss forecasting and valuation in growth companies. In June 2016, hedge fund Totem Point invested in ADI at around $55 a share. In general, Totem Point...
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- Article
Multivariate Unsupervised Machine Learning for Anomaly Detection in Enterprise Applications
By: Daniel Elsner, Pouya Aleatrati Khosroshahi, Alan MacCormack and Robert Lagerström
Existing application performance management (APM) solutions lack robust anomaly detection capabilities and root cause analysis techniques that do not require manual efforts and domain knowledge. In this paper, we develop a density-based unsupervised machine learning...
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- January 2019 (Revised February 2020)
- Case
Roush Performance: How to Design a Sales Force Compensation Plan
By: Doug J. Chung
Roush Performance manufactured and marketed factory-modified performance vehicles and high-end aftermarket automotive performance parts. Since its inception, Roush Performance had focused on building its engineering technology competency and diversifying its product...
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