Publications

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April 2024
Article

Detecting Routines: Applications to Ridesharing CRM

By: Ryan Dew, Eva Ascarza, Oded Netzer and Nachum Sicherman

Routines shape many aspects of day-to-day consumption. While prior work has established the importance of habits in consumer behavior, little work has been done to understand the implications of routines—which we define as repeated behaviors with recurring, temporal... View Details

Keywords: Ride-sharing; Routine; Machine Learning; Customer Relationship Management; Consumer Behavior; Segmentation

Find at Harvard

July 2022 (Revised January 2024)
Case

Kovi: Changing Brazil's Mobility Landscape

By: Lynda M. Applegate, Michael Norris and Alexis Lefort

Kovi, a car rental startup located in São Paulo, Brazil, provides affordable access to rental cars for rideshare drivers. The case examines the origins of the company, provides background on the auto and rideshare industries in Brazil, and follows the CEO, Adhemar... View Details

Keywords: Ridesharing; Entrepreneurship; Growth and Development Strategy; Business Startups; Developing Countries and Economies; Auto Industry; Brazil; Mexico; Latin America

March 2024
Case

Lyft 2023: Roads to Growth and Differentiation

By: Ranjay Gulati and Jeffrey Huizinga

Set in San Francisco in winter 2023, this case explores the strategic challenges and initiatives at Lyft under the leadership of its new CEO, David Risher. Confronted with declining market share and financial pressures, Risher spent his first six months at the helm... View Details

Keywords: Technology; Turnarounds; Ridesharing; Transition; Strategy; Culture; Change Management; Transportation Industry; Technology Industry

November 2016
Supplement

Uber in China: Driving in the Gray Zone (B)

By: William C. Kirby, Yuanzhuo Wang, Shuang L. Frost and Adam K. Frost

Starting in 2014, for two years Uber had fought an intense, costly battle for China’s ridesharing market with well-financed and well-connected domestic Chinese competitors. During this time, Uber also had to respond to an ever-shifting regulatory landscape that looked... View Details

Keywords: China; Uber; Didi Chuxing; Start-up Growth; Regulation; Ride-sharing; Transportation; Business Startups; Growth and Development; Cross-Cultural and Cross-Border Issues; Transportation Industry; Technology Industry; China

31 May 2023
Research & Ideas

With Predictive Analytics, Companies Can Tap the Ultimate Opportunity: Customers’ Routines

of digital marketing, companies are looking for new ways to gain an edge with fatigued customers. Harnessing customers’ routines may offer a compelling new opportunity.When services such as ridesharing are part of a routine—even if that... View Details

Keywords: by Rachel Layne; Transportation

27 Jan 2015
First Look

First Look: January 27

case: https://cb.hbsp.harvard.edu/cbmp/product/115024-PDF-ENG Harvard Business School Case 115-025 Lobbying at eCab Erin Jones' ridesharing startup in her mid-sized hometown is finally picking up. She's hoping to reach a sustainable scale... View Details

Keywords: Sean Silverthorne

2019
Book

The Business of Platforms: Strategy in the Age of Digital Competition, Innovation, and Power

By: Michael A. Cusumano, Annabelle Gawer and David B. Yoffie

The Business of Platforms explores the strategic, economic, and technology management challenges of digital platform businesses. We have five major themes in the book: 1) The world’s most valuable companies are all platforms, in part because platforms have... View Details

Keywords: Strategy; Technology; Platform; Internet and the Web; Management; Competitive Strategy; Digital Platforms

May 2016 (Revised March 2020)
Case

Fasten: Challenging Uber and Lyft with a New Business Model

By: Feng Zhu and Angela Acocella

Fasten, a new ridesharing start-up in Boston, entered the scene in September 2015 hoping its unique vision of transparency for both driver and passenger and strategy to keep riders' fares low and charge drivers a flat $0.99 fee per ride as opposed to the 20-30%... View Details

Keywords: Information Technology; Transportation; Business Startups; Business Model; Transportation Industry; Boston

November 2014 (Revised June 2016)
Case

Lobbying at eCab

By: Karthik Ramanna

Erin Jones' ridesharing startup in her mid-sized hometown is finally picking up. She's hoping to reach a sustainable scale so that she can sell to a large player such as Uber in a year. But suddenly, she hits political roadblocks—the local Democratic mayor, facing a... View Details

September 2016 (Revised March 2020)
Teaching Note

Fasten: Challenging Uber and Lyft with a New Business Model

By: Feng Zhu

Fasten, a new ridesharing start-up in Boston, entered the scene in September 2015 hoping its unique vision of transparency for both driver and passenger and strategy to keep riders' fares low and charge drivers a flat $0.99 fee per ride, as opposed to the 20%–30%... View Details

Keywords: Information Technology; Transportation; Business Startups; Business Model; Transportation Industry; Boston

August 2019
Case

The Allstate Corporation, 2019

By: John R. Wells and Benjamin Weinstock

In July 2019, Allstate, the United States’ number-three property and casualty (P/C) insurer, released its second-quarter earnings, which reported first-half revenues of $22.1 billion, up 11.4% year-over-year. Shareholders cheered the top-line growth, but P/C premiums... View Details

Keywords: Insurance Companies; Strategic Analysis; Strategic Change; Insurance; Strategy; Strategic Planning; Organizational Change and Adaptation; Competitive Strategy; Insurance Industry; North America