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  • July–August 2023
  • Article

Demand Learning and Pricing for Varying Assortments

By: Kris Ferreira and Emily Mower
Problem Definition: We consider the problem of demand learning and pricing for retailers who offer assortments of substitutable products that change frequently, e.g., due to limited inventory, perishable or time-sensitive products, or the retailer’s desire to... View Details
Keywords: Experiments; Pricing And Revenue Management; Retailing; Demand Estimation; Pricing Algorithm; Marketing; Price; Demand and Consumers; Mathematical Methods
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Ferreira, Kris, and Emily Mower. "Demand Learning and Pricing for Varying Assortments." Manufacturing & Service Operations Management 25, no. 4 (July–August 2023): 1227–1244. (Finalist, Practice-Based Research Competition, MSOM (2021) and Finalist, Revenue Management & Pricing Section Practice Award, INFORMS (2019).)
  • August 2012 (Revised June 2013)
  • Case

Paul Thomson: Walker Insurance

By: Michael Roberts, Jim Sharpe and Sonia Nagala Change
Having just acquired Walker Insurance, Paul Thomson finds himself short of funds to support his original turnaround plan. He can request additional cash from his investor group, hunker down and grow at a slower rate or consider a proposal to buy his business. He has... View Details
Keywords: Crisis Management; Acquisitions; Search Funds; Entrepreneurial Management; Entrepreneurs; Insurance; Turnarounds; Boards Of Directors; Sales Force Management; Entrepreneurship; Insurance Industry; Florida
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Roberts, Michael, Jim Sharpe, and Sonia Nagala Change. "Paul Thomson: Walker Insurance." Harvard Business School Case 813-057, August 2012. (Revised June 2013.)
  • November 2016
  • Case

ShotSpotter

By: Mitchell Weiss and Sarah McAra
SST, Inc. offered a subscription-based gunfire detection service, ShotSpotter Flex, to cities across the United States in addition to a few abroad. Over its 20-year history, SST had mostly honed a reliable business-to-government sales model, and the company had been... View Details
Keywords: ShotSpotter; SST; Internet Of Things; IoT; Smart Cities; Public Entrepreneurship; Enterprise Sales; Scaling And Growth; Government; Public Sector; Innovation; Ralph Clark; Entrepreneurship; Sales; Innovation and Invention; Public Administration Industry; California; United States
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Weiss, Mitchell, and Sarah McAra. "ShotSpotter." Harvard Business School Case 817-034, November 2016.
  • November 2018 (Revised January 2022)
  • Case

JUUL and the Vaping Revolution

By: Michael W. Toffel, John Masko and Sarah Mehta
In late 2019, San Francisco-based electronic cigarette (e-cigarette) maker JUUL Labs (pronounced “jewel”) faced intense pressure. Sales of JUUL products exceeded $1 billion in 2018, dominating the e-cigarette category. While JUUL Labs’ stated goal was to help current... View Details
Keywords: Electronic Cigarettes; E-Cigarettes; Vaping; Nicotine Replacement; JUUL; Juuling; Advertising; Digital Marketing; Customers; Innovation and Invention; Marketing; Ethics; Brands and Branding; Marketing Communications; Marketing Strategy; Product Marketing; Corporate Social Responsibility and Impact; Social Issues; Information Technology; Technology Industry; San Francisco; California
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Toffel, Michael W., John Masko, and Sarah Mehta. "JUUL and the Vaping Revolution." Harvard Business School Case 619-006, November 2018. (Revised January 2022.)
  • 2007
  • Other Unpublished Work

Effects of Inventory on Demand for Rentals in the Home Video Market

By: Ioannis Ioannou, Julie Mortimer and Richard Mortimer
Retailer inventory decisions can greatly influence observed demand for a product by affecting, among other things, product availability (stock-outs) and product visibility in the store. These inventory decisions are affected by numerous factors including vertical... View Details
Keywords: Decisions; Demand and Consumers; Supply Chain Management; Competition; Contracts; Entertainment and Recreation Industry; United States
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Ioannou, Ioannis, Julie Mortimer, and Richard Mortimer. "Effects of Inventory on Demand for Rentals in the Home Video Market." December 2007.
  • January 2016
  • Case

Acxiom

By: John Deighton
Acxiom built the market for personal data, yet sales have been flat for a decade during which marketing's appetite for data has exploded. Will the acquisition of a digital data onboarder LiveRamp give marketers what they want from a data broker? View Details
Keywords: Big Data; Direct Marketing; Personal Data; Privacy; Digital Marketing; Retargeting; Rights; Analytics and Data Science; Ethics; Marketing; United States
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Deighton, John. "Acxiom." Harvard Business School Case 516-037, January 2016.
  • 18 Sep 2017
  • Research & Ideas

'Likes' Lead to Nothing—and Other Hard-Learned Lessons of Social Media Marketing

Advertising Symbiosis: The Key to Viral Videos The Revolution in Advertising: From Don Draper to Big Data Why Comparing Apples to Apples Online Leads To More Fruitful Sales What do you think? What big flops View Details
Keywords: by Dina Gerdeman; Advertising; Technology
  • 27 Aug 2013
  • Working Paper Summaries

The Impact of Patent Wars on Firm Strategy: Evidence from the Global Smartphone Market

Keywords: by Yongwook Paik & Feng Zhu; Legal Services
  • October 2013 (Revised August 2016)
  • Case

NOWaccount

By: Ramana Nanda, William A. Sahlman and Lauren Barley

It was September 2013, and NOWaccount Network Corporation (NOW®) co-founders John Hayes and Lara Hodgson were putting the final touches on the presentation deck for their annual shareholders' meeting. Along with co-founder Stacey Abrams, the pair had designed NOW's... View Details

Keywords: Entrepreneurial Finance; Finance; Entrepreneurship
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Nanda, Ramana, William A. Sahlman, and Lauren Barley. "NOWaccount." Harvard Business School Case 814-048, October 2013. (Revised August 2016.)
  • January 2018 (Revised October 2019)
  • Case

Christie's and Leonardo da Vinci's Salvator Mundi: The Value of a Brand

By: Jill Avery
A 16th century Renaissance masterpiece, missing for 137 years, believed by many to have been destroyed and then rediscovered less than a decade ago, becomes the most expensive painting ever sold, all the while surrounded by controversy. Did the buyer of Leonardo da... View Details
Keywords: Brands; Brand Valuation; Art Collector; Arts Marketing; Auction House; Auctions; Luxury Brand; Luxury Consumers; Luxury Goods; Marketing; Valuation; Marketing Strategy; Arts; Luxury; Value; Brands and Branding; Fine Arts Industry; Italy; United Kingdom; Europe; United States; United Arab Emirates
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Avery, Jill. "Christie's and Leonardo da Vinci's Salvator Mundi: The Value of a Brand." Harvard Business School Case 518-066, January 2018. (Revised October 2019.)
  • April 2021
  • Teaching Note

Wuxi Lead Intelligent Equipment Co., Ltd.

By: John R. Wells and Benjamin Weinstock
Within 20 years of launch, entrepreneur Wang Yanquing had built Wuxi Lead into the world’s largest manufacturer of equipment for manufacturing capacitors, lithium-ion batteries, and fuel cells.
The first big choice an entrepreneur faces is what sector to... View Details
Keywords: Lithium-ion Batteries; Industry Dynamics; Entrepreneurial Journey; Entrepreneurship; Markets; Strategy; Decision Making; Manufacturing Industry; China
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Wells, John R., and Benjamin Weinstock. "Wuxi Lead Intelligent Equipment Co., Ltd." Harvard Business School Teaching Note 721-452, April 2021.
  • 04 Apr 2000
  • Research & Ideas

The Right Way to Restructure Conglomerates in Emerging Markets

handle. It also poses practical problems. For instance, how easy is it to estimate a reliable breakup value for a business group in the middle of a fire sale and in the absence of a well-developed View Details
Keywords: by Tarun Khanna & Krishna Palepu
  • 15 May 2013
  • Research & Ideas

From McRibs to Maseratis: The Power of Scarcity Marketing

ground pork patty with barbecue sauce, onions, and pickles. Although pork supplies are steady, the McRib has been continually taken off the market and reintroduced—always for a... View Details
Keywords: Re: Michael I. Norton
  • Research Summary

Markets, Information, and Efficiency

Professor Meulbroeks market efficiency research focuses on the closely related questions of whether markets properly reflect information that affects a firm's value, and in turn how stock prices influence managerial behavior. In this area, she studies why some firms... View Details
  • March 2015 (Revised September 2016)
  • Case

Terrapin Laboratory

By: Richard G. Hamermesh and Joseph B. Fuller
Describes the formation and rapid growth of a drug testing company. The company needs to decide whether to enter the painkiller testing market, in addition to growing its drug treatment center business. The associated teaching materials provide students the opportunity... View Details
Keywords: Business Growth; Entrepreneurial Management; Entrepreneurship; Growth Strategy; Market Entry; Venture Capital; Growth Management; Expansion; Financing and Loans; Health Care and Treatment; Health Testing and Trials; Business Startups; Pharmaceutical Industry; Health Industry
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Hamermesh, Richard G., and Joseph B. Fuller. "Terrapin Laboratory." Harvard Business School Case 315-098, March 2015. (Revised September 2016.)
  • May 2013
  • Supplement

Elasto Therm: The Next Step

This is the spreadsheet supplement for case ElastoTherm: The Next Step(813030). This contains the electronic copy of exhibits 1 and 2. View Details
Keywords: Entrepreneurial Management; Entrepreneurs; Pricing; Pricing Policies; Pricing Strategy; Pricing Structure; Sales Force Management; Acquisitions; Work/family Balance; Family-owned Business; Entrepreneurship; Growth and Development Strategy; Expansion; Work-Life Balance; Manufacturing Industry; Rubber Industry; United States
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Sharpe, Jim. "Elasto Therm: The Next Step." Harvard Business School Spreadsheet Supplement 813-705, May 2013.
  • July 2022
  • Teaching Note

Arçelik (A), (B): From a Dealer Network to an Omnichannel Experience

By: Ayelet Israeli, Fares Khrais and Menna Hassan
Arçelik Turkey, the country’s market leader in household appliances, was at an omnichannel crossroads in January 2020. Arçelik was a B2B player utilizing a dealership network with an umbrella of brands and had one of the largest brick-and-mortar store networks in... View Details
Keywords: Digital Marketing; Bricks And Mortar; Franchise Management; Franchising; Dealer Network; Dealers; B2B; B2B2C; Tradition; Culture Change; Cultural Adaptation; Omnichannel; Omnichannel Retail; Omni-channel; Omnichannel Retailing; Sales Channels; Sales Channel Development; Channel Management; Channels Of Distribution; Marketplace; Platforms; Collaboration; Online Channel; Online Data; Online Sales; Online Shopping; Online; Retail; Retailing; Disruption; Transformation; Franchise Ownership; Change Management; Partners and Partnerships; Consumer Behavior; Sales; Internet and the Web; Marketing Strategy; Conflict and Resolution; Conflict Management; Organizational Culture; Distribution Channels; Digital Transformation; Electronics Industry; Retail Industry; Consumer Products Industry; Turkey
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Israeli, Ayelet, Fares Khrais, and Menna Hassan. "Arçelik (A), (B): From a Dealer Network to an Omnichannel Experience." Harvard Business School Teaching Note 523-009, July 2022.
  • June 2005
  • Case

Growth and Profitability at Fresenius

By: Joel Podolny, Vincent Dessain, Monika Stachowiak and Anders Sjoman
In March 2005, Mark Schneider, CEO of Fresenius, is considering the group's strategic and organizational future. The highly decentralized 7 billion euro German health care group is active in three different business units, with the largest, FMC AG, listed separately... View Details
Keywords: Globalized Firms and Management; Diversification; Organizational Structure; Growth and Development Strategy; Health Industry; Germany
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Podolny, Joel, Vincent Dessain, Monika Stachowiak, and Anders Sjoman. "Growth and Profitability at Fresenius." Harvard Business School Case 405-083, June 2005.
  • July 2020
  • Case

Amanda and Kristen: Mented Cosmetics

By: Steven Rogers, Jeffrey J. Bussgang and Alterrell Mills
The co-founders (Black HBS alumnae) of an e-commerce beauty startup explore the unmet needs within the beauty industry. This case study examines the entrepreneurial opportunities that come from identifying an underserved market, specifically within the Black community... View Details
Keywords: Brands and Branding; Competition; Customers; Disruption; Disruptive Innovation; Distribution Channels; Entrepreneurship; Finance; Macroeconomics; Marketing; Marketing Channels; Marketing Communications; Marketing Strategy; Mission and Purpose; Organizational Culture; Product Design; Product Development; Product Positioning; Sales; Social Issues; Social Marketing; Business Startups; Strategic Planning; Strategy; Supply Chain Management; Venture Capital; Beauty and Cosmetics Industry; Beauty and Cosmetics Industry; Beauty and Cosmetics Industry; Beauty and Cosmetics Industry; Beauty and Cosmetics Industry; Beauty and Cosmetics Industry; North and Central America; United States; New York (city, NY); New York (state, US)
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Rogers, Steven, Jeffrey J. Bussgang, and Alterrell Mills. "Amanda and Kristen: Mented Cosmetics." Harvard Business School Case 321-002, July 2020.
  • September 2019
  • Teaching Note

Boxed

By: Laura Huang and Andy Wu
Boxed.com (“Boxed”) is an ambitious e-commerce retailer start-up, founded by visionary CEO Chieh Huang in 2013. From starting in Huang’s garage in 2013, to winning Emerging E-Retailer of the Year in 2016, to having 4 operational distribution centers in 2018, Boxed used... View Details
Keywords: Entrepreneurial Management; Business Startups; Leadership; Strategy; Success; E-commerce; Retail Industry
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Huang, Laura, and Andy Wu. "Boxed." Harvard Business School Teaching Note 720-399, September 2019.
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