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  • January 2015
  • Article

Competing with Privacy

By: Ramon Casadesus-Masanell and Andres Hervas-Drane
We analyze the implications of consumer privacy for competition in the marketplace. We consider a market where firms set prices and disclosure levels for consumer information, and consumers observe both before deciding which firm to patronize and how much information... View Details
Keywords: Information Acquisition; Information Disclosure; Online Privacy; Privacy Regulation; Information; Rights; Internet and the Web; Competition; Internet and the Web; Corporate Disclosure; Ethics; Knowledge Acquisition
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Casadesus-Masanell, Ramon, and Andres Hervas-Drane. "Competing with Privacy." Management Science 61, no. 1 (January 2015): 229–246.
  • September 2014
  • Teaching Note

Entrepreneurial Finance Lab: Scaling an Innovative Start-up Financing Venture

By: Joan Farre-Mensa
The Entrepreneurial Finance Lab (EFL) is a financial technology start-up that has developed a new tool that uses psychometric tests to aid banks in developing markets with credit scoring of business loan applicants. EFL's ultimate goal is to solve the financing gap... View Details
Keywords: Entrepreneurial Finance; Entrepreneurship; Financial Services Industry
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Farre-Mensa, Joan. "Entrepreneurial Finance Lab: Scaling an Innovative Start-up Financing Venture." Harvard Business School Teaching Note 815-064, September 2014.
  • February 2024
  • Module Note

Data-Driven Marketing in Retail Markets

By: Ayelet Israeli
This note describes an eight-class sessions module on data-driven marketing in retail markets. The module aims to familiarize students with core concepts of data-driven marketing in retail, including exploring the opportunities and challenges, adopting best practices,... View Details
Keywords: Data; Data Analytics; Retail; Retail Analytics; Data Science; Business Analytics; "Marketing Analytics"; Omnichannel; Omnichannel Retailing; Omnichannel Retail; DTC; Direct To Consumer Marketing; Ethical Decision Making; Algorithmic Bias; Privacy; A/B Testing; Descriptive Analytics; Prescriptive Analytics; Predictive Analytics; Analytics and Data Science; E-commerce; Marketing Channels; Demand and Consumers; Marketing Strategy; Retail Industry
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Israeli, Ayelet. "Data-Driven Marketing in Retail Markets." Harvard Business School Module Note 524-062, February 2024.
  • 2024
  • Working Paper

Using LLMs for Market Research

By: James Brand, Ayelet Israeli and Donald Ngwe
Large language models (LLMs) have rapidly gained popularity as labor-augmenting tools for programming, writing, and many other processes that benefit from quick text generation. In this paper we explore the uses and benefits of LLMs for researchers and practitioners... View Details
Keywords: Large Language Model; Research; AI and Machine Learning; Analysis; Customers; Consumer Behavior; Technology Industry; Technology Industry
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Brand, James, Ayelet Israeli, and Donald Ngwe. "Using LLMs for Market Research." Harvard Business School Working Paper, No. 23-062, April 2023. (Revised July 2024.)
  • January 2021
  • Case

Bespoken Spirits: Disrupting Distilling

By: Benjamin C. Esty and Daniel Fisher
On October 7, 2020, Bespoken Spirits publicly announced it had received $2.6 million of seed funding for its “sustainable maturation process,” a process that could produce award-winning whiskeys in just days rather than years using a novel technology and data science. ... View Details
Keywords: Business Ventures; Business Strategy; Competitive Advantage; Disruption; Entrepreneurship; Environmental Sustainability; Cash Flow; Disruptive Innovation; Innovation Strategy; Brands and Branding; Business Model; Consumer Products Industry; Food and Beverage Industry; Service Industry; United States; California
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Esty, Benjamin C., and Daniel Fisher. "Bespoken Spirits: Disrupting Distilling." Harvard Business School Case 721-419, January 2021.
  • September 2022 (Revised May 2024)
  • Case

Navya: Steering toward a Driverless Future

By: Julian De Freitas, Elie Ofek, Shaun Ingledew and Tonia Labruyere
In 2022, Sophie Desormière arrived at French roboshuttle producer Navya, tasked with charting a new course in a challenging sector. The company, which had recently listed on the Paris Stock Exchange, was burning through cash reserves and needed to transform the promise... View Details
Keywords: Autonomous Vehicles; Market Entry and Exit; Opportunities; Governing Rules, Regulations, and Reforms; Consumer Behavior; Business Model; Auto Industry; Transportation Industry; France; United States
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De Freitas, Julian, Elie Ofek, Shaun Ingledew, and Tonia Labruyere. "Navya: Steering toward a Driverless Future." Harvard Business School Case 523-046, September 2022. (Revised May 2024.)
  • Article

Why Do Intermediaries Divert Search?

By: Andrei Hagiu and Bruno Jullien
We analyze the incentives to divert search for an information intermediary who enables buyers (consumers) to search affiliated sellers (stores). We identify two original motives for diverting search (i.e., inducing consumers to search more than they would like): 1)... View Details
Keywords: Market Intermediation; Search; Two-Sided Markets; Platform Design; Demand and Consumers; Motivation and Incentives; Internet and the Web; Digital Platforms; Distribution Channels; Business Strategy; Retail Industry
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Hagiu, Andrei, and Bruno Jullien. "Why Do Intermediaries Divert Search?" RAND Journal of Economics 42, no. 2 (Summer 2011): 337–362. (2012 Winner for Best Paper on Competition Economics, Association of Competition Economics.)
  • April 2000 (Revised November 2000)
  • Case

Computer Power Group: Designing Brand Architecture

Computer Power Group (CPG), an Australian-based consulting, education, and staffing placement firm in the IT industry, is contemplating a brand architecture capable of structuring its eight branded business units. CEO Peter James is particularly curious about whether a... View Details
Keywords: Brands and Branding; Employment Industry; Education Industry; Consulting Industry; Australia
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Fournier, Susan M., and Andrea Carol Wojnicki. "Computer Power Group: Designing Brand Architecture." Harvard Business School Case 500-060, April 2000. (Revised November 2000.)
  • 15 Oct 2013
  • First Look

First Look: October 15

innovation, our results also help to explain why technological development was still robust following one of the largest shocks in the history of the U.S. banking system. Working Papers Team Scaffolds: How Minimal Team Structures Enable... View Details
Keywords: Sean Silverthorne
  • October 2017 (Revised August 2018)
  • Case

HTC and Virtual Reality

By: David B. Yoffie, Andy Wu and Allison M. Ciechanover
In fall 2017, HTC CEO and Chairperson Cher Wang was driving the company to focus on virtual reality (VR). HTC's first VR product, VIVE, released in spring 2016, was applauded for its superior immersive room-scale capabilities. However, early adoption of VR beyond... View Details
Keywords: Virtual Reality; Strategy; Competition; Information Technology; Innovation and Management; Consumer Behavior; Customer Relationship Management; Technology Industry
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Yoffie, David B., Andy Wu, and Allison M. Ciechanover. "HTC and Virtual Reality." Harvard Business School Case 718-421, October 2017. (Revised August 2018.)
  • April 1993 (Revised April 2006)
  • Case

Colgate-Palmolive Co.: The Precision Toothbrush

By: John A. Quelch
Colgate-Palmolive Co. is considering how to position its new technological toothbrush, Precision. The case explores issues concerned with new product launches and requires students to do profitability analyses of different positioning alternatives. View Details
Keywords: Technological Innovation; Product Positioning; Product Launch; Consumer Products Industry; Consumer Products Industry; United States
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Quelch, John A. "Colgate-Palmolive Co.: The Precision Toothbrush." Harvard Business School Case 593-064, April 1993. (Revised April 2006.)
  • 04 Oct 2011
  • Working Paper Summaries

Reviews, Reputation, and Revenue: The Case of Yelp.com

Keywords: by Michael Luca; Food & Beverage
  • March – April 2009
  • Article

Market Research and Innovation Strategy in a Duopoly

By: Dominique Lauga and Elie Ofek
We model a duopoly in which ex-ante identical firms must decide where to direct their innovation efforts. The firms face market uncertainty about consumers' preferences for innovation on two product attributes and technology uncertainty about the success of their R&D... View Details
Keywords: Profit; Innovation and Management; Demand and Consumers; Duopoly and Oligopoly; Research and Development; Competitive Strategy
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Lauga, Dominique, and Elie Ofek. "Market Research and Innovation Strategy in a Duopoly." Marketing Science 28, no. 2 (March–April 2009): 373–396.
  • Research Summary

Energy, IT, real estate, and sustainability

By: Rebecca M. Henderson

Professor Henderson’s current research focuses on the energy, information technology, and real estate sectors and the challenges firms encounter as they attempt to act in more sustainable ways. This work is an outgrowth of her decade-long examination of the... View Details

  • February 2020 (Revised June 2020)
  • Background Note

China Commerce 2020

By: William R. Kerr, Daniel O'Connor and Nathaniel Schwalb
China's digital commerce platforms engage billions of consumers daily across a number of routine tasks from banking, retail purchases, travel, gaming, payments, and more. These platforms are the most sophisticated/informed and highest performing/capable in the world.... View Details
Keywords: Platforms; Strategy; Leadership; E-commerce; Digital Platforms; Technology Industry; Technology Industry; Technology Industry; China
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Kerr, William R., Daniel O'Connor, and Nathaniel Schwalb. "China Commerce 2020." Harvard Business School Background Note 820-014, February 2020. (Revised June 2020.)
  • 2014
  • Teaching Note

Changhong: Journey to Shared Services (TN)

By: F. Warren McFarlan, Haiyan Zhang and Guo Jia
Founded in 1958 and headquartered in Mianyang - an emerging inland science and technology city in Sichuan Province, Changhong Electric Co., Ltd., started from the military industry. It then entered the color TV industry and subsequently expanded to a wide range of... View Details
Keywords: China; Appliances; Finance & Insurance; China
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McFarlan, F. Warren, Haiyan Zhang, and Guo Jia. "Changhong: Journey to Shared Services (TN)." Tsinghua University Teaching Note, 2014.
  • February 2004 (Revised March 2004)
  • Case

Fuel Cells: The Hydrogen Revolution?

By: Thomas R. Eisenmann and Ryland Matthew Willis
The challenges faced in establishing hydrogen fuel cell-powered transportation in the United States, which promises to reduce greenhouse gas emissions and dependence on imported oil is examined. Foremost among these challenges is a "chicken-and-egg" dynamic: consumers... View Details
Keywords: Taxation; Environmental Sustainability; Infrastructure; Government Administration; Energy Sources; Business and Government Relations; Network Effects; Transportation; Green Technology Industry; Green Technology Industry; European Union; Japan; United States
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Eisenmann, Thomas R., and Ryland Matthew Willis. "Fuel Cells: The Hydrogen Revolution?" Harvard Business School Case 804-144, February 2004. (Revised March 2004.)
  • 16 May 2000
  • Research & Ideas

Getting the Message: How the Internet is Changing Advertising

Deighton notes that, at this point, "the Internet is not a particularly engaging medium. It's very accountable, but it really has limited powers to romance the consumer in the way that television can." Others, however, see a... View Details
Keywords: by Susan Young
  • August 2019 (Revised March 2022)
  • Case

Lemonade: Disrupting Insurance with Instant Everything, Killer Prices, and a Big Heart

By: Elie Ofek and Danielle Golan
Launching its first products in the fall of 2016 in New York, insurtech startup Lemonade was on a mission to disrupt the insurance market by using AI and behavioral economics principles. The company offered renters, homeowners, and condo insurance and mainly targeted... View Details
Keywords: AI; Business Startups; Insurance; Technological Innovation; Business Model; Disruption; Brands and Branding; Growth and Development Strategy; Global Strategy; Decision Making; Technology Industry; Technology Industry
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Ofek, Elie, and Danielle Golan. "Lemonade: Disrupting Insurance with Instant Everything, Killer Prices, and a Big Heart." Harvard Business School Case 520-020, August 2019. (Revised March 2022.)
  • Research Summary

Overview

By: Ayelet Israeli
Professor Israeli utilizes econometric methods and field experiments to study data driven decision making in marketing context. Her research focuses on data-driven marketing, with an emphasis on how businesses can leverage their own data, customer data, and market data... View Details
Keywords: Channel Management; Pricing; Pricing Policies; Online Marketing; E-commerce; Analytics; Econometrics; Field Experiments; Data Analytics; Artificial Intelligence; Value Of Data
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