Publications

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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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12 Oct 2007
Working Paper Summaries

Mental Accounting and Small Windfalls: Evidence from an Online Grocer

Keywords: by Katherine L. Milkman, John Beshears, Todd Rogers & Max H. Bazerman

January 2021 (Revised March 2021)
Exercise

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

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

24 Apr 2019
Research & Ideas

The 'Amazon Effect' Is Changing Online Price Competition—and the Fed Needs to Pay Attention

willing to accept price differences across locations. Now that Amazon is making a foray into the grocery business, that could have an interesting effect on these geographical pricing dynamics, Cavallo says. “In a world with View Details

Keywords: by Roberta Holland; Retail

01 Dec 2020
News

Steady as She Goes

consumer behavior brought on by the pandemic to persist. Coles has seen a significant uptick in online ordering—Weckert estimates the company saw five years’ worth of adoption in six months—and people are consuming more at home, which... View Details

Keywords: April White; COVID-19; change management; leadership; women; grocery stores; Food and Beverage Stores; Retail Trade

February 2021 (Revised February 2021)
Background Note

eGrocery and the Role of Data for CPG Firms

By: Ayelet Israeli, Fedor (Ted) Lisitsyn and Mark A. Irwin

This notes provides information about the eGrocery industry and how traditional CPG companies handle this channel and potential data. It is recommended to use together with a series of exercises entitled: "E-Commerce Analytics for CPG Firms (A), (B), and (C)." View Details

16 Jul 2007
Research & Ideas

Understanding the ‘Want’ vs. ’Should’ Decision

with Milkman and Rogers, they discuss their working paper "I'll Have the Ice Cream Soon and the Vegetables Later: Decreasing Impatience over Time in Online Grocery Orders," which looks at our... View Details

Keywords: by Sarah Jane Gilbert; Retail; Entertainment & Recreation

July 2022
Supplement

Solution for E-Commerce Analytics for CPG Firms (B): Optimizing Assortment for a New Retailer

By: Ayelet Israeli

July 2022
Teaching Note

eGrocery and the Role of Data and E-Commerce Analytics for CPG Firms

By: Ayelet Israeli

Teaching Note for HBS Case No. 521-077. View Details

January 2020 (Revised April 2020)
Teaching Note

Brandless: Disrupting Consumer Packaged Goods

By: Jill Avery

Brandless, an online direct-to-consumer seller of upscale private-label consumer packaged goods (CPG), offered consumers a limited assortment of values-conscious products delivered directly to their homes with the simplicity of one fixed $3.00 price point that promised... View Details

Keywords: Brand; Brand Management; DTC; Private Label; Groceries; Packaged Food; Personal Care; Startups; Retailing; Amazon; Brands and Branding; Marketing; Marketing Strategy; Business Startups; Disruption; E-commerce; Consumer Products Industry; Retail Industry; United States

July 2022
Supplement

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

By: Ayelet Israeli

May 2016
Case

The Inexorable Rise of Walmart? 1988—2016

By: John R. Wells and Gabriel Ellsworth

In October 2015, Walmart surprised investors by announcing that it expected flat sales growth for 2015 and growth of only 3% to 4% over the coming three years. Profits would also fall due to significant investments in people and technology. The company’s stock price... View Details

Keywords: Asda; Costco; David Glass; Convenience Stores; Discount Retailing; Dollar Stores; Doug McMillon; E-commerce; Online Retail; General Merchandise; Grocery; Lee Scott; Mike Duke; Multichannel Retailing; Omnichannel; Neighborhood Market; Sam Walton; Sam's Club; Store Formats; Supercenter; Supermarket; Warehouse Clubs; Merchandising; Walmart; Wal-Mart; Globalized Firms and Management; Competitive Strategy; Corporate Strategy; Growth and Development Strategy; Business Units; Business Divisions; Business Growth and Maturation; Business Model; Business Organization; For-Profit Firms; Film Entertainment; Television Entertainment; Banks and Banking; Price; Profit; Revenue; Food; Global Range; Cross-Cultural and Cross-Border Issues; Global Strategy; Business History; Compensation and Benefits; Employees; Human Capital; Labor Unions; Wages; Business or Company Management; Goals and Objectives; Management Succession; Brands and Branding; Product Positioning; Distribution; Supply Chain; Supply Chain Management; Public Ownership; Problems and Challenges; Labor and Management Relations; Strategy; Adaptation; Business Strategy; Competition; Competitive Advantage; Diversification; Expansion; Segmentation; Information Technology; Internet; Mobile Technology; Online Technology; Web; Web Sites; Retail Industry; Food and Beverage Industry; Distribution Industry; Banking Industry; United States; Arkansas; Bentonville

August 2019
Case

Walmart's Omnichannel Strategy: Revolution or Miscalculation?

By: Ramon Casadesus-Masanell and Karen Elterman

This case describes Walmart's omnichannel strategy in 2018 as it battled Amazon for online retail market share. The case discusses Walmart's early forays into online retail, as well as its 2018 strategy, which aimed to integrate Walmart's enormous brick and mortar... View Details

Keywords: Acquisition; Strategy; Internet and the Web; Distribution; Distribution Channels; Competition; Retail Industry; Bentonville; Arkansas; New Jersey; Seattle; United States

December 2018
Supplement

Amazon Acquires Whole Foods (B)

By: Rory McDonald, Sarah Mehta and Shaye Roseman

This short case, meant for pairing with HBS No. 615-013, “AmazonFresh: Rekindling the Online Grocery Market,” explores Amazon’s rationale for acquiring Whole Foods. View Details

Keywords: Mergers and Acquisitions; Growth and Development Strategy; Technology Industry; Food and Beverage Industry

December 2019
Case

Walmart Ecommerce (B): Omnichannel Pursuits

By: Ramon Casadesus-Masanell and Karen Elterman

This case is an abridged version (part 2 of 2) of "Walmart's Omnichannel Strategy: Revolution or Miscalculation?" HBS Case No. 720-370. The (B) case describes Walmart’s omnichannel strategy in 2018 as it battled Amazon for online retail market share. Walmart aimed to... View Details

Keywords: Acquisition; Strategy; Internet and the Web; Distribution; Distribution Channels; Competitive Strategy; Retail Industry; Bentonville; Arkansas; United States

October 2000 (Revised October 2001)
Case

adM@rt(A)

By: F. Warren McFarlan, Carin-Isabel Knoop and David Lane

Describes the complex policy alternatives facing an online Hong Kong grocery company as it tries to apply Webvan-type concepts in the Hong Kong marketplace. Captures the extraordinary process of adaptation the company is going through as it tries to find the right... View Details

Keywords: Organizational Change and Adaptation; Markets; Marketing; Business Strategy; Business Model; Decisions; Problems and Challenges; Retail Industry; Web Services Industry; Hong Kong