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  • All HBS Web  (385)
    • News  (54)
    • Research  (302)
    • Events  (1)
  • Faculty Publications  (83)

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  • All HBS Web  (385)
    • News  (54)
    • Research  (302)
    • Events  (1)
  • Faculty Publications  (83)
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  • August 2009
  • Article

Mental Accounting and Small Windfalls: Evidence from an Online Grocer

By: John Beshears and Katherine L. Milkman
We study the effect of small windfalls on consumer spending decisions by comparing the purchases online grocery customers make when redeeming $10-off coupons with the purchases they make without coupons. Controlling for customer fixed effects and other variables, we... View Details
Keywords: Mental Accounting; Windfalls; Marginal Propensity To Consume; Coupons; Marketing Communications; Consumer Behavior; Accounting; Cognition and Thinking; Retail Industry
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Beshears, John, and Katherine L. Milkman. "Mental Accounting and Small Windfalls: Evidence from an Online Grocer." Journal of Economic Behavior & Organization 71, no. 2 (August 2009): 384–394.
  • April 2012
  • Article

The Impact of Relative Standards on the Propensity to Disclose

By: Alessandro Acquisti, Leslie John and George Loewenstein
Two sets of studies illustrate the comparative nature of disclosure behavior. The first set investigates how divulgence is affected by signals about others' readiness to divulge. Study 1A shows a "herding" effect, such that survey respondents are more willing to... View Details
Keywords: Rights; Surveys; Management Practices and Processes; Ethics; Corporate Disclosure; Judgments; Consumer Behavior; Standards
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Acquisti, Alessandro, Leslie John, and George Loewenstein. "The Impact of Relative Standards on the Propensity to Disclose." Journal of Marketing Research (JMR) 49, no. 2 (April 2012): 160–174.
  • 2023
  • Working Paper

The Effects of Cryptocurrency Wealth on Household Consumption and Investment

By: Darren Aiello, Scott R. Baker, Tetyana Balyuk, Marco Di Maggio, Mark J. Johnson and Jason Kotter
This paper uses transaction-level data across millions of accounts to identify cryptocurrency investors and evaluate how fluctuations in individual crypto wealth affect household consumption, equity investment, and local real estate markets. We estimate an MPC out of... View Details
Keywords: Cryptocurrency; Marginal Propensity To Consume; Household Balance Sheet; Real Estate; Etherium; Bitcoin; Investment; Housing; Spending
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Aiello, Darren, Scott R. Baker, Tetyana Balyuk, Marco Di Maggio, Mark J. Johnson, and Jason Kotter. "The Effects of Cryptocurrency Wealth on Household Consumption and Investment." Harvard Business School Working Paper, No. 23-077, June 2023.
  • 2023
  • Working Paper

Rising Markups and the Role of Consumer Preferences

By: Hendrik Döpper, Alexander MacKay, Nathan H. Miller and Joel Stiebale
We characterize the evolution of markups for consumer products in the United States from 2006 to 2019. We use detailed data on prices and quantities for products in more than 100 distinct product categories to estimate demand systems with flexible... View Details
Keywords: Market Power; Markups; Demand Estimation; Consumer Products; Retailers; Product; Price; Demand and Consumers; Consumer Behavior
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Döpper, Hendrik, Alexander MacKay, Nathan H. Miller, and Joel Stiebale. "Rising Markups and the Role of Consumer Preferences." Harvard Business School Working Paper, No. 22-025, October 2021. (Revised March 2023. Direct download.)
  • 2023
  • Working Paper

Beyond the Hype: Unveiling the Marginal Benefits of 3D Virtual Tours in Real Estate

By: Mengxia Zhang and Isamar Troncoso
3D virtual tours (VTs) have become a popular digital tool in real estate platforms, enabling potential buyers to virtually walk through the houses they search for online. In this paper, we study home sellers’ adoption of VTs and the VTs’ relative benefits compared to... View Details
Keywords: Marketing; AI and Machine Learning; Technology Adoption; Real Estate Industry
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Zhang, Mengxia, and Isamar Troncoso. "Beyond the Hype: Unveiling the Marginal Benefits of 3D Virtual Tours in Real Estate." Harvard Business School Working Paper, No. 24-003, July 2023.
  • June 2021
  • Case

Mobileye 2021: Robotaxi and/or Consumer AV?

By: David B. Yoffie, Danielle Golan and Nicole Tempest Keller
In March 2021, Amnon Shashua, co-founder and CEO of Israel-based Mobileye, was preparing to meet with Intel’s new CEO, Pat Gelsinger, to review plans for the future. Mobileye had been acquired by California-based Intel in 2017, but still operated independently.... View Details
Keywords: Technology Companies; Robotics; Autonomous Vehicles; Strategy; Decision Making; Transportation; Technological Innovation; Technology Industry; Auto Industry; Transportation Industry; Israel
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Yoffie, David B., Danielle Golan, and Nicole Tempest Keller. "Mobileye 2021: Robotaxi and/or Consumer AV?" Harvard Business School Case 721-481, June 2021.
  • 17 Jun 2017
  • Research & Ideas

Amazon, Whole Foods Deal a Big Win for Consumers

Source: 400tmax Editor's Note. Online retailing behemoth Amazon announced June 16 that it would acquire upscale grocery chain Whole Foods Market in a deal valued at more than $13 billion. Though the company has dabbled with the idea of a brick-and-mortar footprint in... View Details
Keywords: by Jose Alvarez and Len Schlesinger; Retail
  • November 2014
  • Case

Nestlé SA, 2014

By: John R. Wells and Galen Danskin
In 2014, Nestlé was the largest producer of packaged foods and beverages in the world. 2013 revenues were $103.7 billion and operating profits $16.1 billion (15.5% of sales). The company owned 29 mega brands, each generating more than Euro 1 billion ($1.25 billion).... View Details
Keywords: Consumer Products; Acquisitions; Strategy; Goods and Commodities; Nutrition; Emerging Markets; Corporate Social Responsibility and Impact; Competitive Strategy; Consumer Products Industry; Europe
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Wells, John R., and Galen Danskin. "Nestlé SA, 2014." Harvard Business School Case 715-428, November 2014.
  • March 2016
  • Article

To Groupon or Not to Groupon: The Profitability of Deep Discounts

By: Benjamin Edelman, Sonia Jaffe and Scott Duke Kominers
We examine the profitability and implications of online discount vouchers, a relatively new marketing tool that offers consumers large discounts when they prepay for participating firms' goods and services. Within a model of repeat experience good purchase, we examine... View Details
Keywords: Voucher Discounts; Groupon; Experience Goods; Repeat Purchase; Internet and the Web; Marketing Strategy; Marketing Communications
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Edelman, Benjamin, Sonia Jaffe, and Scott Duke Kominers. "To Groupon or Not to Groupon: The Profitability of Deep Discounts." Marketing Letters 27, no. 1 (March 2016): 39–53. (First circulated in June 2011. Featured in Working Knowledge: Is Groupon Good for Retailers? Excerpted in HBR Blogs: To Groupon or Not To Groupon: New Research on Voucher Profitability.)
  • 2023
  • Working Paper

Saving and Consumption Responses to Student Loan Forbearance

By: Justin Katz
How do households adjust savings and consumption in response to liquidity from debt relief? I study this question using policy variation induced by federal student loan forbearance in the 2020 CARES Act and an individual-level panel of daily financial transactions for... View Details
Keywords: Saving; Consumer Behavior; Borrowing and Debt; Interest Rates; Financial Liquidity; Personal Finance; Government Legislation
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Katz, Justin. "Saving and Consumption Responses to Student Loan Forbearance." SSRN Working Paper Series, January 2023.
  • July 2010
  • Case

Monmouth, Inc.

By: Thomas R. Piper and Heide Abelli
The management of Monmouth Inc. is considering whether to acquire the Robertson Tool Company and the value and form that the acquisition should take. Value can be assessed using a variety of approaches including a DCF with WACC analysis, impact on EPS and market... View Details
Keywords: Competitive Bidding; Forecasting; Stock Offerings; Mergers & Acquisitions; Margins; Stocks; Valuation; Mergers and Acquisitions; Forecasting and Prediction; Bids and Bidding; Consumer Products Industry; Consumer Products Industry
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Piper, Thomas R., and Heide Abelli. "Monmouth, Inc." Harvard Business School Brief Case 104-226, July 2010.
  • 02 Aug 2011
  • Working Paper Summaries

To Groupon or Not to Groupon: The Profitability of Deep Discounts

Keywords: by Benjamin Edelman, Sonia Jaffe & Scott Duke Kominers; Retail; Technology
  • 04 Mar 2024
  • Research & Ideas

Want to Make Diversity Stick? Break the Cycle of Sameness

of replacing a departing Black man—42 percent replaced the person with another Black man when told the departing person’s identity versus 34 percent when the identity was withheld. In addition, the researchers found that when a white man was departing, participants... View Details
Keywords: by Michael Blanding
  • 28 Jun 2004
  • Research & Ideas

How to Avoid a Price Increase

When product companies see the cost of materials rise, the result for consumers is often a price increase (gasoline) or, less often, a smaller amount of product at the same price (potato chips). Which option is more likely View Details
Keywords: by Manda Salls
  • June 2010 (Revised July 2011)
  • Case

Classic Knitwear and Guardian: A Perfect Fit?

By: John A. Quelch and Patricia Girardi
Classic Knitwear manufactures and distributes casual apparel, either unbranded or under a private-label brand name. Partly because Classic has no brand recognition with consumers, gross margins are low. To improve margins, the company considers partnering via a... View Details
Keywords: Market Research; Forecasting; Consumer Marketing; New Product Marketing; Product Lines; Merchandising; Branding; Demand and Consumers; Partners and Partnerships; Marketing Strategy; Forecasting and Prediction; Product Marketing; Brands and Branding; Product Development; Manufacturing Industry; Apparel and Accessories Industry
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Quelch, John A., and Patricia Girardi. "Classic Knitwear and Guardian: A Perfect Fit?" Harvard Business School Brief Case 104-217, June 2010. (Revised July 2011.)
  • 2014
  • Working Paper

~To Groupon or Not to Groupon: The Profitability of Deep Discounts

By: Benjamin G. Edelman
We examine the profitability and implications of online discount vouchers, a relatively new marketing tool that offers consumers large discounts when they prepay for participating firms' goods and services. Within a model of repeat experience good purchase, we examine... View Details
Keywords: Voucher Discounts; Groupon; Experience Goods; Repeat Purchase; Online Advertising; Price; Profit; Marketing Strategy; Retail Industry
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Edelman, Benjamin G. "~To Groupon or Not to Groupon: The Profitability of Deep Discounts." Harvard Business School Working Paper, No. 11-063, December 2010. (Revised June 2011, October 2011, January 2014. Featured in Working Knowledge: Is Groupon Good for Retailers? Excerpted in HBR Blogs: To Groupon or Not To Groupon: New Research on Voucher Profitability.)
  • March 2016 (Revised May 2018)
  • Case

Reinventing Best Buy

By: John R. Wells and Gabriel Ellsworth
On March 1, 2017, Best Buy Company, Inc., North America’s largest retailer of consumer electronics and appliances, announced a third year of comparable-store sales increases and a 20.8% increase in domestic comparable online sales. These results were in marked contrast... View Details
Keywords: Best Buy; Hubert Joly; Renew Blue; Showrooming; Webrooming; E-commerce; E-Commerce Strategy; Online Retail; Multichannel Retailing; Omnichannel; Marketplaces; Turnaround; Consumer Electronics; Consumer Electronics Accessories; Appliances; Stores-within-stores; Store Experience; Store Size; Store Pickup; Store Management; Delivery; Delivery Models; Amazon; Amazon.com; Pricing Strategy; Business Subsidiaries; Business Units; Business Growth and Maturation; Business Model; For-Profit Firms; Customer Focus and Relationships; Customer Satisfaction; Entertainment; Film Entertainment; Games, Gaming, and Gambling; Music Entertainment; Television Entertainment; Theater Entertainment; Price; Profit; Revenue; Geographic Scope; Multinational Firms and Management; Business History; Cost; Selection and Staffing; Reports; Technological Innovation; Job Cuts and Outsourcing; Human Capital; Leading Change; Business or Company Management; Goals and Objectives; Growth and Development; Growth and Development Strategy; Management Teams; Brands and Branding; Product Marketing; Consumer Behavior; Demand and Consumers; Media; Distribution; Order Taking and Fulfillment; Distribution Channels; Infrastructure; Product; Service Delivery; Service Operations; Organizational Change and Adaptation; Public Ownership; Problems and Challenges; Programs; Groups and Teams; Sales; Salesforce Management; Strategy; Adaptation; Business Strategy; Competition; Competitive Advantage; Competitive Strategy; Corporate Strategy; Expansion; Information Technology; Information Infrastructure; Information Technology; Internet and the Web; Mobile and Wireless Technology; Internet and the Web; Applications and Software; Internet and the Web; Mobile and Wireless Technology; Resource Allocation; Computer Industry; Electronics Industry; Entertainment and Recreation Industry; Information Technology Industry; Retail Industry; Service Industry; Technology Industry; Telecommunications Industry; Video Game Industry; United States; Minnesota; Minneapolis; Saint Paul; St. Paul
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Wells, John R., and Gabriel Ellsworth. "Reinventing Best Buy." Harvard Business School Case 716-455, March 2016. (Revised May 2018.)
  • December 2021 (Revised May 2025)
  • Case

Bed Bath & Beyond: The New Strategy to Drive Shareholder Value

By: Benjamin C. Esty and Daniel W. Fisher
At one time, Bed Bath & Beyond was one of the most successful specialty retailers in the United States—its growth and profit margins far exceeded both peer retailers in the home goods market as well as many other discount retailers. But in 2014, its stock price peaked,... View Details
Keywords: Competitive Strategy; Competitive Advantage; Value Creation; Diversification; Corporate Governance; Leading Change; Performance Evaluation; Valuation; Investment Activism; Consumer Products Industry; Consumer Products Industry; United States
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Esty, Benjamin C., and Daniel W. Fisher. "Bed Bath & Beyond: The New Strategy to Drive Shareholder Value." Harvard Business School Case 722-408, December 2021. (Revised May 2025.)
  • 24 Oct 2024
  • Research & Ideas

With Millions of Workers Juggling Caregiving, Employers Need to Rethink Support

in the applicant tracking system and adjust them to include more candidates.” Gazette: What should employers do to remedy this situation? Fuller: The first is to realize... View Details
Keywords: by Christine Pazzanese, Harvard Gazette
  • January 2021 (Revised March 2021)
  • Supplement

E-Commerce Analytics for CPG Firms (C): Free Delivery Terms

By: Ayelet Israeli and Fedor (Ted) Lisitsyn
The E-Commerce Analytics group at the traditional CPG firm was in charge of compiling various online sales reports, as well as making data-driven recommendations for sales and marketing tactics. In a series of exercises, students address different data challenges for... View Details
Keywords: Data; Data Analysis; Data Analytics; Data Sharing; CPG; Consumer Packaged Goods (CPG); Delivery Planning; Customer Lifetime Value; Online Channel; Retail; Retail Analytics; Retailing Industry; Ecommerce; Grocery; Grocery Delivery; Margins; Retention; Analytics and Data Science; Analysis; Consumer Products Industry; Consumer Products Industry; United States
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Israeli, Ayelet, and Fedor (Ted) Lisitsyn. "E-Commerce Analytics for CPG Firms (C): Free Delivery Terms." Harvard Business School Spreadsheet Supplement 521-714, January 2021. (Revised March 2021.)
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