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      • January 2022
      • Supplement

      Uber in China (C): The Cost of Success for Didi

      By: William C. Kirby and Noah B. Truwit
      On June 30, 2021, ride-hailing giant Didi Chuxing (Didi) raised $4.4 billion in its initial public offering (IPO) on the New York Stock Exchange (NYSE), the largest IPO of a Chinese company listed on an American exchange since Alibaba raised $25 billion in 2014....  View Details
      Keywords: China; Uber; Didi Chuxing; Start-up Growth; Regulation; Ride-sharing; Transportation; Business Startups; Business and Government Relations; Cross-Cultural and Cross-Border Issues; Growth and Development; Policy; Competition; Laws and Statutes; Transportation Industry; Technology Industry; China
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      Kirby, William C., and Noah B. Truwit. "Uber in China (C): The Cost of Success for Didi." Harvard Business School Supplement 322-068, January 2022.
      • November 2020
      • Case

      Wilderness Safaris: Responses to the COVID-19 Crisis

      By: James E. Austin, Megan Epler Wood and Herman B. "Dutch" Leonard
      This case is an epilogue to “Wilderness Safaris: Impact Investing and Ecotourism Conservation in Africa” (2-321-020), which ends with the emergence of the pandemic in March 2020. The final discussion area for that case can be “What should Wilderness Safari CEO Keith...  View Details
      Keywords: Communities; COVID-19; Ecotourism; Travel; Travel Industry; Conservation Planning; Reopening; Investor Relations; Project Strategy; Governance; Decision Making; Cash; Health Pandemics; Business and Shareholder Relations; Tourism Industry; Africa
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      Austin, James E., Megan Epler Wood, and Herman B. "Dutch" Leonard. "Wilderness Safaris: Responses to the COVID-19 Crisis." Harvard Business School Case 321-077, November 2020.
      • November 2019
      • Case

      TripAdvisor: An Itinerary for Growth

      By: Jeffrey F. Rayport, Spencer Rascoff and Susie L. Ma
      In 2019, TripAdvisor was one of the best-known and most-trafficked online travel sites. For nearly 20 years, its founder and CEO Steve Kaufer had steered TripAdvisor through many phases of growth and profitability, but recently the company’s growth had started to slow....  View Details
      Keywords: Business Growth and Maturation; Decision Making; Business or Company Management; Growth Management; Innovation and Invention; Brands and Branding; Operations; Customer Value and Value Chain; Technology; Travel Industry; Massachusetts
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      Rayport, Jeffrey F., Spencer Rascoff, and Susie L. Ma. "TripAdvisor: An Itinerary for Growth." Harvard Business School Case 820-039, November 2019.
      • October 2018
      • Case

      Booking.com

      By: Stefan Thomke and Daniela Beyersdorfer
      The case reveals how Booking.com has become the world's leading travel accommodation platform. The company has put online experimentation at the heart of how it designs digital experiences for its customers and partners. To unlock the potential of large-scale testing,...  View Details
      Keywords: Travel; Product Innovation; Experimentation; A/B Testing; User Experience Design; Product Development; Product Design; Innovation and Management; Transformation; Information Technology; Digital Transformation; Travel Industry
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      Thomke, Stefan, and Daniela Beyersdorfer. "Booking.com." Harvard Business School Case 619-015, October 2018.
      • January 2018 (Revised March 2020)
      • Case

      SAP: Branding in the Digital Age

      By: Das Narayandas and Amram Migdal
      By 2017, digital, social, and mobile technologies were rapidly changing the way many of SAP’s traditional customers did business over the last decade. In response to this trend, SAP had acquired companies with capabilities in e-commerce, human capital, workforce...  View Details
      Keywords: Brand Positioning; Marketing; Sales; Brands and Branding; Strategy; Technology Industry
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      Narayandas, Das, and Amram Migdal. "SAP: Branding in the Digital Age." Harvard Business School Case 518-058, January 2018. (Revised March 2020.)
      • September 2017 (Revised November 2018)
      • Case

      Marriott International: The Next 90 Years

      By: Chiara Farronato and Gary Pisano
      The case examines how Marriott should respond to the potential threats from new home-sharing platforms and the rise of online travel agencies. In 2017 Marriott was the largest hotel chain, with more than one million rooms and 7% of worldwide room supply. In the...  View Details
      Keywords: Airbnb; Competitiveness; Threats; Disruption; Lodging Industry; Long-term Growth; Loyalty Program; Marriot; Online Platforms; Online Travel Agencies; Two-Sided Platforms; Disruptive Innovation; Competitive Strategy; Competition; Customer Focus and Relationships; Customer Satisfaction; Online Technology; Travel Industry; Travel Industry; Travel Industry
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      Farronato, Chiara, and Gary Pisano. "Marriott International: The Next 90 Years." Harvard Business School Case 618-017, September 2017. (Revised November 2018.)
      • 2017
      • Working Paper

      Nowcasting the Local Economy: Using Yelp Data to Measure Economic Activity

      By: Edward L. Glaeser, Hyunjin Kim and Michael Luca
      Can new data sources from online platforms help to measure local economic activity? Government datasets from agencies such as the U.S. Census Bureau provide the standard measures of economic activity at the local level. However, these statistics typically appear only...  View Details
      Keywords: Economy; Analytics and Data Science; Local Range; Social and Collaborative Networks
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      Glaeser, Edward L., Hyunjin Kim, and Michael Luca. "Nowcasting the Local Economy: Using Yelp Data to Measure Economic Activity." Harvard Business School Working Paper, No. 18-022, September 2017. (Revised October 2017.)
      • August 2017 (Revised August 2018)
      • Case

      Busbud: Building a Data Company

      By: Srikant M. Datar, Alistair Croll and Caitlin N. Bowler
      The case features the work of LP Maurice (HBS '08) as he decides to take on the fragmented bus travel industry and launch an online business that aggregates and shares bus schedules for routes around the world. His first challenge: finding that the data he needs is...  View Details
      Keywords: Data Science; Analytics and Data Science; Business Startups; Knowledge Acquisition; Customers; Measurement and Metrics; Transportation Industry
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      Datar, Srikant M., Alistair Croll, and Caitlin N. Bowler. "Busbud: Building a Data Company." Harvard Business School Case 118-011, August 2017. (Revised August 2018.)
      • June 2016
      • Article

      Understanding Online Hotel Reviews Through Automated Text Analysis

      By: Shawn Mankad, Hyunjeong "Spring" Han, Joel Goh and Srinagesh Gavirneni
      Customer reviews submitted at Internet travel portals are an important yet underexplored new resource in obtaining feedback on customer experience for the hospitality industry. These data are often voluminous and unstructured, presenting analytical challenges for...  View Details
      Keywords: Hotel Reviews; Natural Language Processing; Information Technology; Service Operations; Accommodations Industry; Moscow
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      Mankad, Shawn, Hyunjeong "Spring" Han, Joel Goh, and Srinagesh Gavirneni. "Understanding Online Hotel Reviews Through Automated Text Analysis." Service Science 8, no. 2 (June 2016): 124–138.
      • Article

      Landing the First Job: The Value of Intermediaries in Online Hiring

      By: Christopher Stanton and Catherine Thomas
      Online markets for remote labor services allow workers and firms to contract with each other directly. Despite this, intermediaries—called outsourcing agencies—have emerged in these markets. This paper shows that agencies signal to employers that inexperienced workers...  View Details
      Keywords: Marketplace Matching; Agency Theory
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      Stanton, Christopher, and Catherine Thomas. "Landing the First Job: The Value of Intermediaries in Online Hiring." Review of Economic Studies 83, no. 2 (April 2016): 810–854.
      • June 2015 (Revised January 2017)
      • Case

      Accor: Strengthening the Brand with Digital Marketing

      By: Jill Avery, Chekitan S. Dev and Peter O'Connor
      Accor, the world's leading hotel operator with a portfolio of fourteen hospitality brands (including Sofitel and Novotel) in 92 countries, prided itself on living up to its motto, "To open new frontiers in hospitality." Accor was indeed contemplating how to do just...  View Details
      Keywords: Digital; E-commerce; Hospitality; Branding; Brand Management; Marketing; Brands and Branding; Marketing Channels; Marketing Communications; Marketing Strategy; Travel Industry; Travel Industry; Travel Industry; Europe; France
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      Avery, Jill, Chekitan S. Dev, and Peter O'Connor. "Accor: Strengthening the Brand with Digital Marketing." Harvard Business School Case 315-138, June 2015. (Revised January 2017.)
      • 2015
      • Book

      MOVE: Putting America's Infrastructure Back in the Lead

      By: Rosabeth M. Kanter
      Americans are stuck. We live with travel delays on congested roads; shipping delays on clogged railways; and delays on repairs, project approvals, and funding due to gridlocked leadership. These delays affect us all, whether you are a daily commuter, a frequent flyer,...  View Details
      Keywords: United States; Railroad History; Airlines; Airline Industry; Air Transportation; Passenger Transportation; Cities; Urban Planning; Freighting; Change; Leadership; Public Policy; Change Leadership; Public Finance; Infrastructure; Policy; Technological Innovation; Change Management; Leading Change; Urban Development; Project Finance; Entrepreneurship; City; Transportation; Transportation Industry; Shipping Industry; Rail Industry; Air Transportation Industry; United States
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      Kanter, Rosabeth M. MOVE: Putting America's Infrastructure Back in the Lead. New York: W. W. Norton & Company, 2015.
      • December 2014
      • Case

      HomeAway: Organizing the Vacation Rental Industry

      By: Rory McDonald, Feng Zhu and Cheng Gao
      In less than 10 years, cofounders Brian Sharples and Carl Shepherd had transformed HomeAway from just another Internet startup into the world's leading vacation-rental marketplace—a global online platform that links customers seeking vacation-home rentals to the...  View Details
      Keywords: Strategy; Innovation; Entrepreneurship; Technology; Acquisitions; Operations Management; Digital Platforms; Acquisition
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      McDonald, Rory, Feng Zhu, and Cheng Gao. "HomeAway: Organizing the Vacation Rental Industry." Harvard Business School Case 615-036, December 2014.
      • September 2014
      • Case

      Victors & Spoils: 'Born Open'

      By: Karim R. Lakhani and Michael L. Tushman
      Victors & Spoils (V&S), located in Boulder, Colorado, was the first advertising agency built on open innovation and crowdsourcing principles from the ground-up. V&S was co-founded in 2009 by John Winsor, Claudia Batten and Evan Fry, all former members of the...  View Details
      Keywords: Advertising Agency; Marketing; Crowdsourcing; Open Innovation; Growth; Acquisitions; Advertising; Advertising Campaigns; Digital Marketing; Acquisition; Innovation and Invention; Advertising Industry; United States
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      Lakhani, Karim R., and Michael L. Tushman. "Victors & Spoils: 'Born Open'." Harvard Business School Multimedia/Video Case 415-701, September 2014.
      • July 2012
      • Case

      Droga5: Launching Jay-Z's Decoded

      By: Anita Elberse and Kwame Owusu-Kesse
      In 2010, David Droga and Andrew Essex, co-founders of advertising agency Droga5, hope to convince both John Meneilly, manager of hip-hop star Shawn Carter—better known as Jay-Z—and a partner in Carter's company Roc Nation and Yusuf Mehdi, senior vice president of...  View Details
      Keywords: Advertising; Advertising Campaigns; Marketing; Brands and Branding; Entertainment; Advertising Industry; Entertainment and Recreation Industry
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      Elberse, Anita, and Kwame Owusu-Kesse. "Droga5: Launching Jay-Z's Decoded." Harvard Business School Case 513-032, July 2012.
      • 2012
      • Article

      Exploring Re-Identification Risks in Public Domains

      By: Aditi Ramachandran, Lisa Singh, Edward Porter and Frank Nagle
      While re-identification of sensitive data has been studied extensively, with the emergence of online social networks and the popularity of digital communications, the ability to use public data for re-identification has increased. This work begins by presenting two...  View Details
      Keywords: Safety; Analytics and Data Science; Social and Collaborative Networks
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      Ramachandran, Aditi, Lisa Singh, Edward Porter, and Frank Nagle. "Exploring Re-Identification Risks in Public Domains." Proceedings of the Annual International Conference on Privacy, Security, and Trust (2012).
      • September 2011
      • Article

      The Labor Illusion: How Operational Transparency Increases Perceived Value

      By: Ryan W. Buell and Michael I. Norton
      A ubiquitous feature of even the fastest self-service technology transactions is the wait. Conventional wisdom and operations theory suggests that the longer people wait, the less satisfied they become; we demonstrate that due to what we term the labor illusion, when...  View Details
      Keywords: Internet and the Web; Perception; Valuation; Service Delivery; Consumer Behavior; Performance Effectiveness; Customer Satisfaction; Service Industry
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      Buell, Ryan W., and Michael I. Norton. "The Labor Illusion: How Operational Transparency Increases Perceived Value." Management Science 57, no. 9 (September 2011): 1564–1579.
      • March 2010
      • Background Note

      Airline Travel in the U.S.

      By: Sunil Gupta and Kavita Shukla
      How should airlines respond to the rising share of Online Travel Agencies (OTAs) as consumers increasingly search the web to buy tickets?  View Details
      Keywords: Management; Marketing Channels; Consumer Behavior; Market Participation; Agency Theory; Online Technology; Aerospace Industry; United States
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      Gupta, Sunil, and Kavita Shukla. "Airline Travel in the U.S." Harvard Business School Background Note 510-096, March 2010.
      • October 2008
      • Case

      TripIt: The Traveler's Agent

      By: Lynda M. Applegate, Gabriele Piccoli and Kathryn Brohman
      In July 2008, the co-founders of TripIt, a free online travel organizer that aggregated travelers' bookings from many top travel websites, had recently secured $5.1 million in new financing. While the co-founders believed that their company offered travelers a unique...  View Details
      Keywords: Entrepreneurship; Investment; Profit; Revenue; Growth and Development Strategy; Competition; Internet; Travel Industry
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      Applegate, Lynda M., Gabriele Piccoli, and Kathryn Brohman. "TripIt: The Traveler's Agent." Harvard Business School Case 809-059, October 2008.
      • April 2004
      • Tutorial

      Yield Curves and Bond Ratings Tutorial

      By: William E. Fruhan Jr.
      To preview this online product, Authorized Faculty can call our customer service department at 1-800-545-7685 or 617-783-7600. This online tutorial explains what drives the shape of the yield curve for traded debt securities. Also describes the metrics used by rating...  View Details
      Keywords: Bonds; Investment Return; Financial Services Industry
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      "Yield Curves and Bond Ratings Tutorial." Harvard Business School Tutorial 204-712, April 2004.
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