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  • January 28, 2023
  • Article

Will We Blame Self-Driving Cars? A New Study Finds That People Are Likely to Hold Autonomous Vehicles Liable for Accidents Even When They’re Not at Fault

By: Julian De Freitas
Keywords: Technological Innovation; Legal Liability; Trust; Perception; Auto Industry
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De Freitas, Julian. "Will We Blame Self-Driving Cars? A New Study Finds That People Are Likely to Hold Autonomous Vehicles Liable for Accidents Even When They’re Not at Fault." Wall Street Journal (January 28, 2023), C5.
  • March 2019 (Revised July 2021)
  • Case

Waymo LLC

By: John R. Wells and Benjamin Weinstock
On December 5, 2018, Waymo LLC, a subsidiary of Alphabet Inc., launched the United States’ first commercial driverless-car ride-hailing service (Waymo One), based in Phoenix, Arizona. As with other ride-hailing services such as Uber and Lyft, Waymo One riders... View Details
Keywords: Vehicle; Automation; Automobiles; Automotive; Driverless Car; Automotive Industry; Autonomy; Google; Self-driving Cars; Technological And Scientific Innovation; Technological Change; Technology Change; Ride-sharing; Uber; Lyft; General Motors; Innovation; Disruptive Technology; Disruptive Technologies; Tesla; Waymo; Operating Systems; Artificial Intelligence; Autonomous Vehicles; Transportation; Technological Innovation; Disruption; Commercialization; Growth and Development Strategy; Transportation Industry; Auto Industry
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Wells, John R., and Benjamin Weinstock. "Waymo LLC." Harvard Business School Case 719-477, March 2019. (Revised July 2021.)
  • October 2018 (Revised September 2020)
  • Case

Testing Autonomy in Pittsburgh

By: Mitchell Weiss and Brittany Urick
Pittsburgh’s mayor had been among the first to welcome self-driving vehicles but was now one of many needing to react after a pedestrian fatality involving an autonomous Uber in Arizona. He had originally preferred to roll out “the red carpet” instead of the “red... View Details
Keywords: Public Entrepreneurship; Government Innovation; Government Experimentation; Autonomous Vehicles; Mayor; Mayor Peduto; Cities; Mobility; Automation; Uber; Argo Ai; Aurora Innovation; Aptiv; Entrepreneurship; Public Sector; Innovation and Invention; Transportation; City; Safety; Business and Government Relations; Transportation Industry; Auto Industry; United States; Pennsylvania; Pittsburgh
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Weiss, Mitchell, and Brittany Urick. "Testing Autonomy in Pittsburgh." Harvard Business School Case 819-059, October 2018. (Revised September 2020.)
  • December 2012 (Revised November 2014)
  • Case

Lit Motors

By: Thomas R. Eisenmann and Alex Godden
In mid-2012 Lit Motors had created both engineering and design prototypes and conducted initial customer tests on less than $750,000 of investment. Lit Motors' founder, Daniel Kim, had started the company to design and manufacture an efficient electric 2-wheeled... View Details
Keywords: Lean Startup; Prototyping; Electric Vehicle; Urban Vehicle; Customer Tests; Gyroscope; Entrepreneurs; Development Stage Enterprises; Creativity; Disruptive Technologies; Consumer Surveys; Market Segmentation; Manufacturing Costs; Entrepreneurship; Auto Industry; United States; California
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Eisenmann, Thomas R., and Alex Godden. "Lit Motors." Harvard Business School Case 813-079, December 2012. (Revised November 2014.)
  • June 2014
  • Teaching Note

Lit Motors

By: Thomas Eisenmann
In mid-2012 Lit Motors had created both engineering and design prototypes and conducted initial customer tests on less than $750,000 of investment. Lit Motors' founder, Daniel Kim, had started the company to design and manufacture an efficient electric 2-wheeled... View Details
Keywords: Lean Startup; Prototyping; Electric Vehicle; Urban Vehicle; Customer Test; Gyroscope; Entrepreneurs; Development Stage Enterprises; Creativity; Disruptive Technologies; Consumer Surveys; Market Segmentation; Manufacturing Costs; Entrepreneurship; Auto Industry; United States; California
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Eisenmann, Thomas. "Lit Motors." Harvard Business School Teaching Note 814-120, June 2014.
  • November 2022 (Revised April 2025)
  • Teaching Note

Driving Decarbonization at BMW - Teaching Note

By: Shirley Lu, George Serafeim and Michael W. Toffel
Teaching note in support of the case "Driving Decarbonization at BMW" (HBS No. 123-008) View Details
Keywords: Decarbonization; Environment; Sustainability; Carbon Accounting; Carbon; Carbon Abatement; Electric Vehicles; Automobiles; Transportation; Environmental Accounting; Accounting; Environmental Management; Environmental Sustainability; Strategy; Technological Innovation; Supply Chain; Business and Stakeholder Relations; Climate Change; Transportation Industry; Auto Industry; Germany; Europe; China; United States
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Lu, Shirley, George Serafeim, and Michael W. Toffel. "Driving Decarbonization at BMW." Harvard Business School Teaching Note 123-049, November 2022. (Revised April 2025.)
  • June 2022
  • Case

PFA Pensions: The Climate Plus Product

By: Daniel Green, Victoria Ivashina and Alys Ferragamo
The case explores whether alternative investments play a unique role in achieving low carbon dioxide emissions at the portfolio level. This case is set in April of 2020 and follows Kasper Ahrndt Lorenzen, Chief Investment Officer, and Peter Tind Larsen, Head of... View Details
Keywords: Carbon Emissions; Carbon Footprint; Alternative Assets; Alternative Investment Vehicles; Pension Fund Investing; Private Equity; Renewable Energy; Investment Portfolio; Corporate Social Responsibility and Impact; Environmental Sustainability; Denmark
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Green, Daniel, Victoria Ivashina, and Alys Ferragamo. "PFA Pensions: The Climate Plus Product." Harvard Business School Case 222-088, June 2022.
  • May 2019
  • Case

Elon Musk's Big Bets Update, 2019

By: David B. Yoffie and Daniel Fisher
This short case provides an update to Elon Musk's strategy and tactical moves with Tesla, Solar City, and SpaceX from 2016-2019. View Details
Keywords: Electric Vehicles; Batteries; Solar Power; Execution; Space Flight; Tesla; SolarCity; SpaceX; Elon Musk; Information Technology; Risk and Uncertainty; Expansion; Renewable Energy; Strategy; Investment; Manufacturing Industry; Green Technology Industry; Auto Industry; Aerospace Industry; Battery Industry
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Yoffie, David B., and Daniel Fisher. "Elon Musk's Big Bets Update, 2019." Harvard Business School Case 719-512, May 2019.
  • February 2023
  • Article

Climate Solutions Investments

By: Alex Cheema-Fox, George Serafeim and Hui (Stacie) Wang
An increasing number of companies are providing products and services that help reduce carbon emissions in the economy. We develop a methodology to identify those companies and create a sample of publicly listed climate solutions companies allowing us to study their... View Details
Keywords: Decarbonization; Climate Finance; Climate Impact; Climate Risk; Environment; Sustainability; Carbon Emissions; Electric Vehicles; Energy; Renewables; Climate Change; Corporate Social Responsibility and Impact; Environmental Sustainability; Emerging Markets; Investment Portfolio
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Cheema-Fox, Alex, George Serafeim, and Hui (Stacie) Wang. "Climate Solutions Investments." Journal of Portfolio Management 49, no. 3 (February 2023): 72–96.
  • December 2018 (Revised May 2021)
  • Background Note

Making UK Energy Smarter

By: John R. Wells and Benjamin Weinstock
This case describes the history of the United Kingdom's domestic energy industry and the country's efforts to create a more competitive, greener, and distributed power sector. On July 24, 2017, the United Kingdom government and the industry regulator, the Office of Gas... View Details
Keywords: Energy Policy; Regulation; Energy Markets; Subsidies; Oligopolistic Competition; Barriers To Entry; Wholesale; Electric Vehicle; Batteries; Energy Storage; Competition Policy; Energy; Policy; Renewable Energy; Governing Rules, Regulations, and Reforms; Vertical Integration; Competition; Market Entry and Exit; Disruption; Energy Industry; United Kingdom
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Wells, John R., and Benjamin Weinstock. "Making UK Energy Smarter." Harvard Business School Background Note 719-438, December 2018. (Revised May 2021.)
  • February 2018
  • Case

Road Rage at the DMV

By: Andrew Wasynczuk, Katherine Baldiga Coffman and Karim Sameh
When Hewlett-Packard Enterprise notified the Rhode Island's Governor's Office that it wouldn't be able to deliver a "fully-functioning" technology upgrade for the Department of Motor Vehicles, both parties had reached a breaking point. While HPE argued that it would... View Details
Keywords: Department Of Motor Vehicles; Hewlett Packard; Hewlett Packard Enterprise; HP; HPE; Dispute Resolution; Litigation; Governor; Government; Dispute; Negotiation Process; Conflict and Resolution; Negotiation; Government and Politics; Technology Industry; Rhode Island
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Wasynczuk, Andrew, Katherine Baldiga Coffman, and Karim Sameh. "Road Rage at the DMV." Harvard Business School Case 918-013, February 2018.
  • December 2018
  • Case

Good Energy Group PLC

By: John R. Wells and Benjamin Weinstock
Founded at the end of 1999 by Juliet Davenport and Martin Edwards, Good Energy was the number-two renewable-energy seller in the United Kingdom at the end of 2016, supplying over 71,000 of the country’s 27 million households and small businesses with 100% renewable... View Details
Keywords: Power/Energy; Green Energy; Renewables; Wind Power; Electricity; Power; Strategy Development; Electric Vehicles; Customer Service; Energy Policy; Barriers To Entry; Renewable Energy; Growth and Development Strategy; Competitive Strategy; Business and Government Relations; Problems and Challenges; Strategy; Energy Industry; United Kingdom
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Wells, John R., and Benjamin Weinstock. "Good Energy Group PLC." Harvard Business School Case 719-439, December 2018.
  • March 2016 (Revised April 2017)
  • Teaching Note

Bridj and the Business of Urban Mobility (A): Introducing a New Model

By: Rosabeth Moss Kanter and Jonathan Cohen
This note is for the purpose of aiding classroom instructors in the use of the Harvard Business School case "Bridj and the Business of Urban Mobility: Introducing a New Model." Instructors may use it to help students understand the challenges that come with disrupting... View Details
Keywords: Startup; Startup Management; Big Data; Smart Transit; Stakeholder Engagement; Stakeholder Management; Urban Vehicle; Mobility; Mass Transit; Uber; Government Relations; Technological Innovation; Analytics and Data Science; Entrepreneurship; Business and Stakeholder Relations; Business Startups; Transportation; Business and Government Relations; Transportation Industry; United States
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Kanter, Rosabeth Moss, and Jonathan Cohen. "Bridj and the Business of Urban Mobility (A): Introducing a New Model." Harvard Business School Teaching Note 316-155, March 2016. (Revised April 2017.)
  • August 2015 (Revised February 2017)
  • Case

Bridj and the Business of Urban Mobility (A): Developing a New Model

By: Rosabeth Moss Kanter and Daniel Fox
Bridj, a Boston startup that provides Big Data-powered, "pop-up" bus routes that respond to transportation demand, has been in operation for a little over a year and has recently launched service in Washington, D.C., its second market. Despite media acclaim and... View Details
Keywords: Startup; Startup Management; Big Data; Smart Transit; Stakeholder Engagement; Stakeholder Management; Urban Vehicle; Mobility; Mass Transit; Uber; Government Relations; Technological Innovation; Analytics and Data Science; Entrepreneurship; Business and Stakeholder Relations; Transportation; Business Startups; Management; Business and Government Relations; Transportation Industry; Boston; District of Columbia
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Kanter, Rosabeth Moss, and Daniel Fox. "Bridj and the Business of Urban Mobility (A): Developing a New Model." Harvard Business School Case 316-025, August 2015. (Revised February 2017.)
  • 15 May 2024
  • Research & Ideas

A Major Roadblock for Autonomous Cars: Motorists Believe They Drive Better

automation but prefer higher levels of automation for others than themselves,” De Freitas says. “This is because they think that they are better at driving than increasingly automated systems. We believe this creates a barrier to adoption.” “Whether people utilize... View Details
Keywords: by Rachel Layne; Transportation; Auto
  • September 2018 (Revised August 2019)
  • Case

The Progressive Corporation, 2018

By: John R. Wells and Benjamin Weinstock
In early 2019, The Progressive Corporation (Progressive), the USA’s third-largest auto insurance writer, reported earned premiums were up 20% in 2018 compared to the previous year, and net income was up 64%. Direct sales of personal auto policies rose 21%, while agent... View Details
Keywords: Insurance Companies; Strategic Analysis; Strategic Decisions; Customer Acquisition; Customer Experience; Customer Lifetime Value; Policy Implementation; Competitors; Auto Insurance; Vehicle; Progressive; Allstate; State Farm; GEICO; Implementation; Insurance; Customer Value and Value Chain; Growth Management; Competitive Strategy; Insurance Industry
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Wells, John R., and Benjamin Weinstock. "The Progressive Corporation, 2019." Harvard Business School Case 719-413, September 2018. (Revised August 2019.)
  • 28 Mar 2023
  • Cold Call Podcast

BMW’s Decarbonization Strategy: Sustainable for the Environment and the Bottom Line

Keywords: Re: Shirley Lu; Transportation; Auto; Battery
  • February 1999 (Revised June 2000)
  • Background Note

Integrated Marketing Communications

By: Robert J. Dolan
Describes the major communication vehicles and the process via which they can be brought together in an integrated marketing communications plan. View Details
Keywords: Marketing Communications
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Dolan, Robert J. "Integrated Marketing Communications." Harvard Business School Background Note 599-087, February 1999. (Revised June 2000.)
  • 13 Mar 2023
  • Research & Ideas

What Would It Take to Unlock Microfinance's Full Potential?

In the 50 years since modern microfinance was introduced as a tool to fight poverty, institutions have distributed hundreds of millions of loans to people in developing countries. Such loans are repaid at rates often as high as 98 percent. Those metrics alone seem to... View Details
Keywords: by Jen McFarland Flint; Financial Services
  • 18 May 2022
  • Research & Ideas

Are Banks the ‘Bad Guys’? Overdraft Fees Are Crushing Low-Income Customers

Payday lenders have long been cast as villains for charging consumers sky-high interest rates, leaving borrowers who live paycheck to paycheck struggling to repay loans. But conventional banks are just as guilty of using fees to penalize consumers, hurting low-income... View Details
Keywords: by Rachel Layne; Financial Services
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