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      • November–December 2018
      • Article

      Online Network Revenue Management Using Thompson Sampling

      By: Kris J. Ferreira, David Simchi-Levi and He Wang
      We consider a network revenue management problem where an online retailer aims to maximize revenue from multiple products with limited inventory constraints. As common in practice, the retailer does not know the consumer's purchase probability at each price and must... View Details
      Keywords: Online Marketing; Revenue Management; Revenue; Management; Marketing; Internet and the Web; Price; Mathematical Methods
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      Ferreira, Kris J., David Simchi-Levi, and He Wang. "Online Network Revenue Management Using Thompson Sampling." Operations Research 66, no. 6 (November–December 2018): 1586–1602.
      • November 2018
      • Case

      Sportradar (A): From Data to Storytelling

      By: Ramon Casadesus-Masanell, Karen Elterman and Oliver Gassmann
      In 2013, the Swiss sports data company Sportradar debated whether to expand from its core business of data provision to bookmakers into sports media products. Sports data was becoming a commodity, and in the future, sports leagues might reduce their dependence on... View Details
      Keywords: Sports Data; Data; Sport; Sportradar; Football; Soccer; Gambling; Betting; Betting Markets; Statistics; Odds; Live Data; Bookmakers; Betradar; Visualization; Integrity; Monitoring; Gaming; Streaming; 2013; St.Gallen; Algorithm; Mathematical Modeling; Carsten Koerl; Betandwin; Bwin; Wagering; Probability; Sports; Analytics and Data Science; Mathematical Methods; Games, Gaming, and Gambling; Transition; Strategy; Media; Technology Industry; Technology Industry; Technology Industry; Technology Industry; Europe; Switzerland; Asia; Austria; Germany; England
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      Casadesus-Masanell, Ramon, Karen Elterman, and Oliver Gassmann. "Sportradar (A): From Data to Storytelling." Harvard Business School Case 719-429, November 2018.
      • October 2018 (Revised July 2019)
      • Case

      Sidewalk Labs: Privacy in a City Built from the Internet Up

      By: Leslie K. John, Mitchell Weiss and Julia Kelley
      Email mking@hbs.edu for a courtesy copy.

      By the time Dan Doctoroff, CEO of Sidewalk Labs, began hosting a Reddit “Ask Me Anything” session in January 2018, he had only nine months remaining to convince the people... View Details
      Keywords: Public Entrepreneurship; Govtech; CivicTech; Smart Cities; City Innovation; Government Innovation; Privacy; Sidewalk Labs; Dan Doctoroff; Entrepreneurship; Public Sector; Consumer Behavior; Governance; Business and Government Relations; Innovation and Invention; Technology Industry; Technology Industry; Technology Industry; Technology Industry; Canada
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      John, Leslie K., Mitchell Weiss, and Julia Kelley. "Sidewalk Labs: Privacy in a City Built from the Internet Up." Harvard Business School Case 819-024, October 2018. (Revised July 2019.) (Email mking@hbs.edu for a courtesy copy.)
      • 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.
      • 2018
      • Working Paper

      Need for Speed: The Impact of Website Performance on Online Retail

      By: Santiago Gallino, Nil Karacaoglu and Antonio Moreno
      The share of e-commerce sales is rapidly increasing and so are the associated losses generated by website outages and slow websites. We leverage novel retail and website performance data to investigate the impact of website performance on online sales. This question is... View Details
      Keywords: Online Retail; Quasi-experiments; Abandonment; Synthetic Control; Internet and the Web; Performance; Service Operations
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      Gallino, Santiago, Nil Karacaoglu, and Antonio Moreno. "Need for Speed: The Impact of Website Performance on Online Retail." Working Paper, October 2018.
      • Fall 2018
      • Article

      The Value of Fit Information in Online Retail: Evidence from a Randomized Field Experiment

      By: Santiago Gallino and Antonio Moreno
      Online channels generate frictions when selling products with nondigital attributes, such as apparel. Customers may be reluctant to purchase products they have not been able to try on, and those customers who do purchase may return products when they do not fit as... View Details
      Keywords: Supply Chain Information; Fit Uncertainty; Online Retail; Randomized Field Experiment; Virtual Fitting Room; Digital Retail; Customization and Personalization; Internet and the Web; Value; Performance Improvement; Apparel and Accessories Industry; Retail Industry
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      Gallino, Santiago, and Antonio Moreno. "The Value of Fit Information in Online Retail: Evidence from a Randomized Field Experiment." Manufacturing & Service Operations Management 20, no. 4 (Fall 2018): 767–787.
      • September 2018 (Revised November 2018)
      • Case

      An Innovative Anti-bribery Commitment?

      By: Eugene Soltes
      Reebonz, an online luxury goods platform based in Singapore that operates across the Asia-Pacific region, offers its investors the opportunity to redeem shares if either the firm or its founder are investigated by the U.S. or U.K governments with regard to complying... View Details
      Keywords: Foreign Corrupt Practices Act; United Kingdom Bribery Act; Law; Leadership; Moral Sensibility; Technology Industry; Technology Industry; United States; United Kingdom; Asia
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      Soltes, Eugene. "An Innovative Anti-bribery Commitment?" Harvard Business School Case 119-039, September 2018. (Revised November 2018.)
      • September 2018 (Revised May 2021)
      • Teaching Plan

      Eastern Bank: Innovating Through Eastern Labs

      By: Karen Mills, Dennis Campbell and Aaron Mukerjee
      Eastern Bank is a 200-year-old New England mutual bank with a community focus. Eastern specializes in small business lending, having made strategic investments to become the top SBA lender in New England in the midst of the Great Recession, when other banks were... View Details
      Keywords: Banks; Fintech; Innovation; Innovation & Entrepreneurship; Innovation And Strategy; Technological Change; Technology And Innovation Management; Entrepreneurial Management; Intrapreneurship; Banks and Banking; Innovation and Invention; Entrepreneurship; Innovation Strategy; Technological Innovation; Information Technology; Management
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      Mills, Karen, Dennis Campbell, and Aaron Mukerjee. "Eastern Bank: Innovating Through Eastern Labs." Harvard Business School Teaching Plan 319-037, September 2018. (Revised May 2021.)
      • 2020
      • Working Paper

      Machine Learning for Pattern Discovery in Management Research

      By: Prithwiraj Choudhury
      Supervised machine learning (ML) methods are a powerful toolkit for discovering robust patterns in quantitative data. The patterns identified by ML could be used as an observation for further inductive or abductive research, but should not be treated as the result of a... View Details
      Keywords: Machine Learning; Theory Building; Induction; Decision Trees; Random Forests; K-nearest Neighbors; Neural Network; P-hacking; Analytics and Data Science; Analysis
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      Choudhury, Prithwiraj, Ryan Allen, and Michael G. Endres. "Machine Learning for Pattern Discovery in Management Research." Harvard Business School Working Paper, No. 19-032, September 2018. (Revised June 2020.)
      • September 2018
      • Case

      OYO: Creating Effective Spaces

      By: Das Narayandas, Sunil Gupta, Rachna Tahilyani and Mahima Rao-Kachroo
      Twenty-four-year old Ritesh Agarwal, founder and CEO of India-based online hotel branding network OYO Rooms, has tackled the issue of unreliability in India's highly fragmented budget hotel industry. In 2018, OYO branded 8,500 properties across 200 cities and managed... View Details
      Keywords: Technology; Accomodation; App Development; Operations And Processes; Innovation; Strategy; Change Management; Entrepreneurship; Information Technology; Research; Marketing; Operations; Innovation Strategy; Sales; Accommodations Industry; India; South Asia
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      Narayandas, Das, Sunil Gupta, Rachna Tahilyani, and Mahima Rao-Kachroo. "OYO: Creating Effective Spaces." Harvard Business School Case 519-023, September 2018.
      • September 2018 (Revised October 2018)
      • Supplement

      Lexoo: Building a Long-Lasting Platform

      By: Chiara Farronato and Elena Corsi
      Lexoo, a UK-based online marketplace for legal services, was facing the strategic choice of how to grow from early start-up to mature platform. Daniel van Binsbergen, Lexoo's CEO, and web developer Chris O'Sullivan, CTO, had set up Lexoo to help Small and Medium-Sized... View Details
      Keywords: Marketplaces; Legal Services; Growth Strategy; Technology Ventures; Pivot; Service Operations; Digital Platforms; Growth and Development Strategy; Small Business; Decision Making; Legal Services Industry
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      Farronato, Chiara, and Elena Corsi. "Lexoo: Building a Long-Lasting Platform." Harvard Business School Spreadsheet Supplement 619-701, September 2018. (Revised October 2018.)
      • August 2018 (Revised September 2018)
      • Case

      LendingClub (A): Data Analytic Thinking (Abridged)

      By: Srikant M. Datar and Caitlin N. Bowler
      LendingClub was founded in 2006 as an alternative, peer-to-peer lending model to connect individual borrowers to individual investor-lenders through an online platform. Since 2014 the company has worked with institutional investors at scale. While the company assigns... View Details
      Keywords: Data Science; Data Analytics; Investing; Loans; Investment; Financing and Loans; Analytics and Data Science; Analysis; Forecasting and Prediction; Business Model
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      Datar, Srikant M., and Caitlin N. Bowler. "LendingClub (A): Data Analytic Thinking (Abridged)." Harvard Business School Case 119-020, August 2018. (Revised September 2018.)
      • June 2018
      • Case

      The Grommet in 2018

      By: Lynda M. Applegate, Karen Gordon Mills and Lena Goldberg
      The Grommet, an online product launch platform, was at the brink of scaling its business. The Grommet's daily launch and sale of innovative consumer products, using personal videos created by product makers, had led to its initial success. In 2014, the company launched... View Details
      Keywords: Retail; Value Capture; Internet and the Web; Entrepreneurship; Product Launch; Value; Retail Industry
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      Applegate, Lynda M., Karen Gordon Mills, and Lena Goldberg. "The Grommet in 2018." Harvard Business School Case 818-132, June 2018.
      • Summer 2018
      • Book Review

      Leslie Berlin, Troublemakers: Silicon Valley's Coming of Age

      By: William A. Sahlman
      Leslie Berlin's book Troublemakers, is an engaging and insightful people-first exploration of the roots of Silicon Valley, from the late 1960s to the early 1980s. Berlin portrays seven individuals who played important roles at critical junctures in the... View Details
      Keywords: Silicon Valley; Technological Innovation; Disruptive Innovation; History; California
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      Sahlman, William A. "Leslie Berlin, Troublemakers: Silicon Valley's Coming of Age." Business History Review 92, no. 2 (Summer 2018): 343–353.
      • May 2018
      • Article

      Using Online Prices for Measuring Real Consumption Across Countries

      By: Alberto Cavallo, Erwin Diewert, Robert C. Feenstra, Robert Inklaar and Marcel P. Timmer
      We show that online prices can be used to construct quarterly purchasing power parities (PPPs) with a closely matched set of goods and identical methodologies in a variety of developed and developing countries. Our results are close to those reported by the... View Details
      Keywords: Purchasing Power Parity; International Economy; Online Prices; Billion Prices Project; Economics; Macroeconomics; Price; Internet and the Web; Spending; Economy; Global Range; Measurement and Metrics
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      Cavallo, Alberto, Erwin Diewert, Robert C. Feenstra, Robert Inklaar, and Marcel P. Timmer. "Using Online Prices for Measuring Real Consumption Across Countries." AEA Papers and Proceedings 108 (May 2018): 483–487.
      • 2018
      • Working Paper

      Executive Education in the Digital Matrix: The Disruption of the Supply Landscape

      By: Mihnea Moldoveanu and Das Narayandas
      Even as the demand for managerial skills continues to grow, executive education worldwide has entered a period of disruption caused by the digitalization of content, connectivity, and communication. The current offerings of many executive education program providers... View Details
      Keywords: Executive Education; Internet and the Web; Disruption; Competency and Skills; Leadership Development
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      Moldoveanu, Mihnea, and Das Narayandas. "Executive Education in the Digital Matrix: The Disruption of the Supply Landscape." Harvard Business School Working Paper, No. 18-097, March 2018. (Revised June 2018.)
      • March 2018
      • Case

      Summit Public Schools (A)

      By: John J-H Kim and Aldo Sesia
      Summit Public Schools was a very successful charter management organization with schools in California and Washington State. The students came from a variety of socioeconomic backgrounds, many from economically disadvantaged households. While nearly all of its students... View Details
      Keywords: K-12; Online Learning; Virtual Learning; Blended Learning; Secondary Education; Middle School Education; Early Childhood Education; Learning; Business Model; Performance Improvement; Technology
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      Kim, John J-H, and Aldo Sesia. "Summit Public Schools (A)." Harvard Business School Case 318-067, March 2018.
      • March 2018 (Revised July 2018)
      • Case

      Cadre

      By: Thomas R. Eisenmann, Scott Duke Kominers and David Lane
      Late in 2017, CEO Ryan Williams and his team debated whether Cadre should become not only a technology-enabled investment manager, but also an online trading exchange providing high levels of liquidity for investors in commercial real estate (CRE) equity. Cadre was a... View Details
      Keywords: "Cadre,"; Entrepreneurship; Market Design; Digital Platforms; Strategy; Internet and the Web; Private Equity; Financial Services Industry; Real Estate Industry; United States
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      Eisenmann, Thomas R., Scott Duke Kominers, and David Lane. "Cadre." Harvard Business School Case 818-058, March 2018. (Revised July 2018.)
      • March 2018
      • Case

      Lufax: FinTech and the Transformation of Wealth Management in China

      By: Christopher J. Malloy, Lauren H. Cohen and Anthony K. Woo
      This case examines the rise and competitive positioning of Lufax, an online marketplace headquartered in Shanghai, China, and a pioneer in the origination and trading of financial assets. The company had grown at a remarkable rate, and was awarded “Trading Platform of... View Details
      Keywords: Asset Management; Internet and the Web; Competitive Strategy; Situation or Environment; Product Positioning; Financial Services Industry; China
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      Malloy, Christopher J., Lauren H. Cohen, and Anthony K. Woo. "Lufax: FinTech and the Transformation of Wealth Management in China." Harvard Business School Case 218-088, March 2018.
      • February 2018 (Revised August 2019)
      • Case

      The Rise Fund: TPG Bets Big on Impact

      By: Vikram S. Gandhi, Caitlin Reimers Brumme and Sarah Mehta
      It is March 2017, and TPG, a global alternative investment firm with $74 billion assets under management, has recently launched its inaugural impact-investing fund—the $2 billion Rise Fund. In an effort to “take the religion out of impact investing,” Maya Chorengel,... View Details
      Keywords: Impact Investing; Impact Measurement; Equity; Investment; Measurement and Metrics; Financial Services Industry; California; San Francisco
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      Gandhi, Vikram S., Caitlin Reimers Brumme, and Sarah Mehta. "The Rise Fund: TPG Bets Big on Impact." Harvard Business School Case 318-041, February 2018. (Revised August 2019.)
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