Publications

April 2021 (Revised January 2022)
Case

SA Taxi: A Vehicle for Empowerment? (A)

By: Nien-he Hsieh, Dilyana Karadzhova Botha and F. Christopher Eaglin

SA Taxi was a vertically integrated business that operated in South Africa’s distinctive taxi industry. Despite being plagued by violence, informal structures, unsafe road practices and lack of government support, the taxi industry had grown to become South Africa’s... View Details

Keywords: Corporate Accountability; Ownership; Ownership Stake; Business and Stakeholder Relations; Equality and Inequality; Race; Situation or Environment; Transportation Industry; South Africa; Africa

December 2013
Teaching Note

Choosing a Charitable Giving Vehicle

By: Robert C. Pozen, Mayur Desai and Maura A. Graul

Elaine White is an accountant advising two couples, the Carsons and Bradleys, regarding their charitable giving options and related tax strategies. The Carsons are an upper-middle class family with $295,000 in income, a moderate amount of deductions, and... View Details

Keywords: Charitable Giving; Tax Accounting; Tax Strategy; Charity; Charitable Lead Trusts; Charitable Remainder Trusts; Public Charities; Foundations; Donor-Advised Funds; Pooled Income Funds; Taxation; Philanthropy and Charitable Giving; United States

January 2022 (Revised March 2022)
Teaching Note

General Motors and Autonomous Vehicle Regulation

By: Hong Luo

Teaching Note for HBS Case No. 718-496. View Details

February 2018 (Revised December 2019)
Case

General Motors and Autonomous Vehicle Regulation

By: Hong Luo, Esther Yan and Taro Tan

2021
Conference Presentation

Deliberately Prejudiced Self-driving Vehicles Elicit the Most Outrage

By: J. De Freitas and M. Cikara

12 May 2020
Cold Call Podcast

Autonomous Vehicles Are Ready to Disrupt Society, Business—and You

Keywords: Re: Elie Ofek & William R. Kerr; Auto

26 Oct 2023 - 28 Oct 2023
Conference Presentation

Public Perception and Autonomous Vehicle Liability

By: Julian De Freitas, X. Zhou, Margherita Atzei, Shoshana Boardman and Luigi Di Lillo

Research Summary

Customer-Centricity as a Vehicle for Organic Growth

By: Ranjay Gulati

This body of work examines the mechanics of how firms grow profitably in commoditizing markets. Underlying the "customer-centricity" that many firms embrace today is a factor that will determine their success with this effort: enabling collaboration across... View Details

2024
Conference Presentation

Public Perception and Autonomous Vehicle Liability

By: Julian De Freitas, X Zhou, Margherita Atzei, Shoshana Boardman and Luigi Di Lillo

October 1970
Case

United Vehicle Corp.: Metal Stamping Division

By: Wickham Skinner and Duncan C. McDougall

Find at Harvard

October 2011 (Revised March 2015)
Case

Dongfeng Passenger Vehicle Company: Marketing Challenges for the Underprivileged Latecomer

By: Willy Shih and Nancy Hua Dai

As Mr. Li Chunrong visited the new assembly line for the Dongfeng Passenger Vehicle Company in Wuhan, China, he contemplated the position his business unit found itself in: a latecomer. As a state-owned enterprise Dongfeng had entered into numerous joint ventures to... View Details

Keywords: Market Entry and Exit; Problems and Challenges; Auto Industry; China

Mar 2022
Conference Presentation

Should Automated Vehicles Favor Passengers Over Pedestrians?

By: Julian De Freitas

04 Sep 2018
Working Paper Summaries

Investing Outside the Box: Evidence from Alternative Vehicles in Private Capital

Keywords: by Josh Lerner, Jason Mao, Antoinette Schoar, and Nan R. Zhang

2021
Conference Presentation

Deliberately Prejudiced Self-driving Vehicles Elicit the Most Outrage

By: Julian De Freitas

February 2021
Article

Topic Classification of Electric Vehicle Consumer Experiences with Transformer-Based Deep Learning

By: Sooji Ha, Daniel J Marchetto, Sameer Dharur and Omar Isaac Asensio

The transportation sector is a major contributor to greenhouse gas (GHG) emissions and is a driver of adverse health effects globally. Increasingly, government policies have promoted the adoption of electric vehicles (EVs) as a solution to mitigate GHG emissions.... View Details

Keywords: Natural Language Processing; Analytics and Data Science; Environmental Sustainability; Infrastructure; Transportation; Policy

Read Now

17 Nov 2023 - 20 Nov 2023
Conference Presentation

Autopilot or Copilot? Label Mismarketing and Autonomous Vehicle Liability

By: Stuti Agarwal and Julian De Freitas

February 2010 (Revised June 2012)
Case

"Plugging In" the Consumer: The Adoption of Electrically Powered Vehicles in the U.S.

By: Elie Ofek and Polly Ribatt

How will U.S. consumers respond to the proliferation of alternative-fuel vehicles, such as cars powered partially or completely by electricity, in the coming decade? After a century in which fossil fuel-powered vehicles dominated the market, it appeared consumers would... View Details

Keywords: Energy Sources; Policy; Marketing; Demand and Consumers; Business and Government Relations; Natural Environment; Pollutants; Adoption; Auto Industry; United States

March 16, 2021
Article

From Driverless Dilemmas to More Practical Commonsense Tests for Automated Vehicles

By: Julian De Freitas, Andrea Censi, Bryant Walker Smith, Luigi Di Lillo, Sam E. Anthony and Emilio Frazzoli

For the first time in history, automated vehicles (AVs) are being deployed in populated environments. This unprecedented transformation of our everyday lives demands a significant undertaking: endowing complex autonomous systems with ethically acceptable behavior. We... View Details

Keywords: Automated Driving; Public Health; Artificial Intelligence; Transportation; Health; Ethics; Policy; AI and Machine Learning